warning: commands will be executed using /bin/sh
job 1939 at Fri Jul 26 04:59:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	16
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 2421217 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 807072 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 42520 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 6 contains 42365 members 
Mstep: Class 7 contains 42413 members 
Mstep: Class 8 contains 42549 members 
Mstep: Class 9 contains 42166 members 
Mstep: Class 10 contains 42468 members 
Mstep: Class 11 contains 42760 members 
Mstep: Class 12 contains 42232 members 
Mstep: Class 13 contains 42422 members 
Mstep: Class 14 contains 42750 members 
Mstep: Class 15 contains 42555 members 
Mstep: Class 16 contains 42646 members 
Mstep: Class 17 contains 42537 members 
Mstep: Class 18 contains 42267 members 
Mstep: Class 19 contains 42441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1172.457886 but Gain 2210.191406
Score: -35043968.000000 Penalty: 39783.414062
Iteration 0F: 19 clusters Score -3.504397e+07 nChanged 757953
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 50493 members 
Mstep: Class 4 contains 42460 members 
Mstep: Class 5 contains 36692 members 
Mstep: Class 6 contains 59833 members 
Mstep: Class 7 contains 39281 members 
Mstep: Class 8 contains 37752 members 
Mstep: Class 9 contains 34719 members 
Mstep: Class 10 contains 40366 members 
Mstep: Class 11 contains 46305 members 
Mstep: Class 12 contains 35135 members 
Mstep: Class 14 contains 51480 members 
Mstep: Class 15 contains 47623 members 
Mstep: Class 16 contains 49028 members 
Mstep: Class 17 contains 39445 members 
Mstep: Class 18 contains 37522 members 
Mstep: Class 19 contains 61185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36589872.000000 Penalty: 39783.414062
Iteration 1F: 19 clusters Score -3.658987e+07 nChanged 168792
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 39026 members 
Mstep: Class 3 contains 53388 members 
Mstep: Class 4 contains 42420 members 
Mstep: Class 5 contains 33964 members 
Mstep: Class 6 contains 75481 members 
Mstep: Class 7 contains 38230 members 
Mstep: Class 8 contains 34383 members 
Mstep: Class 9 contains 36314 members 
Mstep: Class 10 contains 36543 members 
Mstep: Class 11 contains 44495 members 
Mstep: Class 12 contains 32041 members 
Mstep: Class 14 contains 52203 members 
Mstep: Class 15 contains 46933 members 
Mstep: Class 16 contains 50122 members 
Mstep: Class 17 contains 32964 members 
Mstep: Class 18 contains 32191 members 
Mstep: Class 19 contains 70527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36737884.000000 Penalty: 39783.414062
Iteration 2F: 19 clusters Score -3.673788e+07 nChanged 146556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 35867 members 
Mstep: Class 3 contains 54297 members 
Mstep: Class 4 contains 43284 members 
Mstep: Class 5 contains 31486 members 
Mstep: Class 6 contains 91719 members 
Mstep: Class 7 contains 35199 members 
Mstep: Class 8 contains 31174 members 
Mstep: Class 9 contains 40875 members 
Mstep: Class 10 contains 32192 members 
Mstep: Class 11 contains 42059 members 
Mstep: Class 12 contains 28880 members 
Mstep: Class 14 contains 51578 members 
Mstep: Class 15 contains 46795 members 
Mstep: Class 16 contains 53809 members 
Mstep: Class 17 contains 26531 members 
Mstep: Class 18 contains 27658 members 
Mstep: Class 19 contains 80546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36846220.000000 Penalty: 39783.414062
Iteration 3F: 19 clusters Score -3.684622e+07 nChanged 127054
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 31918 members 
Mstep: Class 3 contains 52610 members 
Mstep: Class 4 contains 43445 members 
Mstep: Class 5 contains 28903 members 
Mstep: Class 6 contains 109153 members 
Mstep: Class 7 contains 31248 members 
Mstep: Class 8 contains 27892 members 
Mstep: Class 9 contains 47929 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 26137 members 
Mstep: Class 14 contains 49107 members 
Mstep: Class 15 contains 47916 members 
Mstep: Class 16 contains 60552 members 
Mstep: Class 17 contains 20692 members 
Mstep: Class 18 contains 23722 members 
Mstep: Class 19 contains 90743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36936064.000000 Penalty: 39783.414062
Iteration 4F: 19 clusters Score -3.693606e+07 nChanged 115762
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 27565 members 
Mstep: Class 3 contains 48321 members 
Mstep: Class 4 contains 42322 members 
Mstep: Class 5 contains 26214 members 
Mstep: Class 6 contains 128943 members 
Mstep: Class 7 contains 27104 members 
Mstep: Class 8 contains 24774 members 
Mstep: Class 9 contains 56886 members 
Mstep: Class 10 contains 22340 members 
Mstep: Class 11 contains 32782 members 
Mstep: Class 12 contains 24133 members 
Mstep: Class 14 contains 44554 members 
Mstep: Class 15 contains 49602 members 
Mstep: Class 16 contains 69705 members 
Mstep: Class 17 contains 15453 members 
Mstep: Class 18 contains 19952 members 
Mstep: Class 19 contains 101758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37019896.000000 Penalty: 39783.414062
Iteration 5F: 19 clusters Score -3.70199e+07 nChanged 109341
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 22919 members 
Mstep: Class 3 contains 41385 members 
Mstep: Class 4 contains 40525 members 
Mstep: Class 5 contains 22942 members 
Mstep: Class 6 contains 151361 members 
Mstep: Class 7 contains 22988 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 9 contains 66572 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 26092 members 
Mstep: Class 12 contains 23214 members 
Mstep: Class 14 contains 37897 members 
Mstep: Class 15 contains 51099 members 
Mstep: Class 16 contains 80749 members 
Mstep: Class 17 contains 11011 members 
Mstep: Class 18 contains 16556 members 
Mstep: Class 19 contains 113974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37101164.000000 Penalty: 39783.414062
Iteration 6F: 19 clusters Score -3.710116e+07 nChanged 105520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 18072 members 
Mstep: Class 3 contains 32551 members 
Mstep: Class 4 contains 38004 members 
Mstep: Class 5 contains 19428 members 
Mstep: Class 6 contains 175663 members 
Mstep: Class 7 contains 18836 members 
Mstep: Class 8 contains 18915 members 
Mstep: Class 9 contains 76041 members 
Mstep: Class 10 contains 11954 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 23341 members 
Mstep: Class 14 contains 29976 members 
Mstep: Class 15 contains 51832 members 
Mstep: Class 16 contains 93187 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 13503 members 
Mstep: Class 19 contains 127098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37182500.000000 Penalty: 39783.414062
Iteration 7F: 19 clusters Score -3.71825e+07 nChanged 97601
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 13360 members 
Mstep: Class 3 contains 23256 members 
Mstep: Class 4 contains 34819 members 
Mstep: Class 5 contains 15826 members 
Mstep: Class 6 contains 199561 members 
Mstep: Class 7 contains 15009 members 
Mstep: Class 8 contains 15986 members 
Mstep: Class 9 contains 84135 members 
Mstep: Class 10 contains 7542 members 
Mstep: Class 11 contains 12213 members 
Mstep: Class 12 contains 24331 members 
Mstep: Class 14 contains 21774 members 
Mstep: Class 15 contains 51620 members 
Mstep: Class 16 contains 106301 members 
Mstep: Class 17 contains 4843 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 139496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37258384.000000 Penalty: 39783.414062
Iteration 8F: 19 clusters Score -3.725838e+07 nChanged 84122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 15375 members 
Mstep: Class 4 contains 31277 members 
Mstep: Class 5 contains 12498 members 
Mstep: Class 6 contains 220231 members 
Mstep: Class 7 contains 11804 members 
Mstep: Class 8 contains 13297 members 
Mstep: Class 9 contains 90182 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 25522 members 
Mstep: Class 14 contains 14816 members 
Mstep: Class 15 contains 50204 members 
Mstep: Class 16 contains 119030 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 8803 members 
Mstep: Class 19 contains 149695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2027.329834 but Gain 2210.187500
Score: -37320324.000000 Penalty: 37573.226562
Iteration 9F: 18 clusters Score -3.732032e+07 nChanged 68659
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 6231 members 
Mstep: Class 3 contains 9893 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 236574 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 94409 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 26533 members 
Mstep: Class 14 contains 9837 members 
Mstep: Class 15 contains 47878 members 
Mstep: Class 16 contains 130565 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 156926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1501.697510 but Gain 2210.191406
Score: -37366972.000000 Penalty: 35363.035156
Iteration 10F: 17 clusters Score -3.736697e+07 nChanged 51103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4201 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 25154 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 248930 members 
Mstep: Class 7 contains 7735 members 
Mstep: Class 8 contains 9348 members 
Mstep: Class 9 contains 96702 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 27259 members 
Mstep: Class 14 contains 6725 members 
Mstep: Class 15 contains 44853 members 
Mstep: Class 16 contains 140187 members 
Mstep: Class 18 contains 5969 members 
Mstep: Class 19 contains 160116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1542.223145 but Gain 2210.187500
Score: -37397832.000000 Penalty: 33152.847656
Iteration 11F: 16 clusters Score -3.739783e+07 nChanged 40025
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 22644 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 258973 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 97981 members 
Mstep: Class 12 contains 27437 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 41773 members 
Mstep: Class 16 contains 148713 members 
Mstep: Class 18 contains 5133 members 
Mstep: Class 19 contains 159679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37419856.000000 Penalty: 33152.847656
Iteration 12Q: 16 clusters Score -3.741986e+07 nChanged 31260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 3861 members 
Mstep: Class 4 contains 20733 members 
Mstep: Class 5 contains 6597 members 
Mstep: Class 6 contains 267201 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 7075 members 
Mstep: Class 9 contains 98348 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 38494 members 
Mstep: Class 16 contains 155853 members 
Mstep: Class 18 contains 4560 members 
Mstep: Class 19 contains 156820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2178.316406 but Gain 2210.191406
Score: -37434064.000000 Penalty: 30942.656250
Iteration 13Q: 15 clusters Score -3.743406e+07 nChanged 28654
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 19261 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 274772 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 98409 members 
Mstep: Class 12 contains 27062 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 35451 members 
Mstep: Class 16 contains 162862 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 153182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37447328.000000 Penalty: 30942.656250
Iteration 14Q: 15 clusters Score -3.744733e+07 nChanged 23414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 18203 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 280948 members 
Mstep: Class 7 contains 5668 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 97851 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 32677 members 
Mstep: Class 16 contains 168989 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 148475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37457080.000000 Penalty: 30942.656250
Iteration 15Q: 15 clusters Score -3.745708e+07 nChanged 21423
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 17354 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 286399 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 96969 members 
Mstep: Class 12 contains 26143 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 30126 members 
Mstep: Class 16 contains 175131 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 143640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37465616.000000 Penalty: 30942.656250
Iteration 16Q: 15 clusters Score -3.746562e+07 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 16722 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 290968 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 95926 members 
Mstep: Class 12 contains 25609 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 27844 members 
Mstep: Class 16 contains 181088 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 139030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37472800.000000 Penalty: 30942.656250
Iteration 17Q: 15 clusters Score -3.74728e+07 nChanged 17217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 294525 members 
Mstep: Class 7 contains 5776 members 
Mstep: Class 8 contains 5489 members 
Mstep: Class 9 contains 94780 members 
Mstep: Class 12 contains 25134 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 25784 members 
Mstep: Class 16 contains 186866 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 134791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2155.456299 but Gain 2210.189453
Score: -37478704.000000 Penalty: 28732.466797
Iteration 18Q: 14 clusters Score -3.74787e+07 nChanged 16923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 15931 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 297638 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 93794 members 
Mstep: Class 12 contains 24794 members 
Mstep: Class 15 contains 24111 members 
Mstep: Class 16 contains 192983 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 19 contains 130993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37484768.000000 Penalty: 28732.466797
Iteration 19Q: 14 clusters Score -3.748477e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 15673 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 299280 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 5372 members 
Mstep: Class 9 contains 92564 members 
Mstep: Class 12 contains 24326 members 
Mstep: Class 15 contains 22447 members 
Mstep: Class 16 contains 198498 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 127715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37488908.000000 Penalty: 28732.466797
Iteration 20F: 14 clusters Score -3.748891e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 3 contains 2210 members 
Mstep: Class 4 contains 15447 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 300174 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 91304 members 
Mstep: Class 12 contains 24034 members 
Mstep: Class 15 contains 20979 members 
Mstep: Class 16 contains 203871 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 124821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37492640.000000 Penalty: 28732.466797
Iteration 21Q: 14 clusters Score -3.749264e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 6 contains 300535 members 
Mstep: Class 7 contains 6783 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 90094 members 
Mstep: Class 12 contains 23972 members 
Mstep: Class 15 contains 19623 members 
Mstep: Class 16 contains 208977 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 122253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37495436.000000 Penalty: 28732.466797
Iteration 22Q: 14 clusters Score -3.749544e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 15096 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 300397 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 5288 members 
Mstep: Class 9 contains 88891 members 
Mstep: Class 12 contains 24033 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 213890 members 
Mstep: Class 18 contains 3772 members 
Mstep: Class 19 contains 120020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497232.000000 Penalty: 28732.466797
Iteration 23Q: 14 clusters Score -3.749723e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 14941 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 299890 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 87753 members 
Mstep: Class 12 contains 24138 members 
Mstep: Class 15 contains 17201 members 
Mstep: Class 16 contains 218784 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 118021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37498820.000000 Penalty: 28732.466797
Iteration 24Q: 14 clusters Score -3.749882e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 4576 members 
Mstep: Class 6 contains 299234 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 86626 members 
Mstep: Class 12 contains 24248 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 223449 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 116213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500308.000000 Penalty: 28732.466797
Iteration 25Q: 14 clusters Score -3.750031e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 14690 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 298420 members 
Mstep: Class 7 contains 7679 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 85584 members 
Mstep: Class 12 contains 24337 members 
Mstep: Class 15 contains 15117 members 
Mstep: Class 16 contains 227849 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 114640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501648.000000 Penalty: 28732.466797
Iteration 26Q: 14 clusters Score -3.750165e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 3 contains 1931 members 
Mstep: Class 4 contains 14574 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 297533 members 
Mstep: Class 7 contains 7852 members 
Mstep: Class 8 contains 5251 members 
Mstep: Class 9 contains 84535 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 232024 members 
Mstep: Class 18 contains 3961 members 
Mstep: Class 19 contains 113310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37502668.000000 Penalty: 28732.466797
Iteration 27Q: 14 clusters Score -3.750267e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 296558 members 
Mstep: Class 7 contains 7985 members 
Mstep: Class 8 contains 5266 members 
Mstep: Class 9 contains 83494 members 
Mstep: Class 12 contains 24383 members 
Mstep: Class 15 contains 13365 members 
Mstep: Class 16 contains 236079 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 112156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503660.000000 Penalty: 28732.466797
Iteration 28Q: 14 clusters Score -3.750366e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 295523 members 
Mstep: Class 7 contains 8101 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 82450 members 
Mstep: Class 12 contains 24340 members 
Mstep: Class 15 contains 12621 members 
Mstep: Class 16 contains 240023 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 111111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504188.000000 Penalty: 28732.466797
Iteration 29Q: 14 clusters Score -3.750419e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 294492 members 
Mstep: Class 7 contains 8178 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 81410 members 
Mstep: Class 12 contains 24263 members 
Mstep: Class 15 contains 11933 members 
Mstep: Class 16 contains 243802 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 110198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504928.000000 Penalty: 28732.466797
Iteration 30Q: 14 clusters Score -3.750493e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 14247 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 293409 members 
Mstep: Class 7 contains 8278 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 9 contains 80418 members 
Mstep: Class 12 contains 24158 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 247419 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 109374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505460.000000 Penalty: 28732.466797
Iteration 31Q: 14 clusters Score -3.750546e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 14167 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 292305 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 79452 members 
Mstep: Class 12 contains 24041 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 250933 members 
Mstep: Class 18 contains 4404 members 
Mstep: Class 19 contains 108587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506088.000000 Penalty: 28732.466797
Iteration 32Q: 14 clusters Score -3.750609e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 291116 members 
Mstep: Class 7 contains 8410 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 78562 members 
Mstep: Class 12 contains 23933 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 254263 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 107851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506664.000000 Penalty: 28732.466797
Iteration 33Q: 14 clusters Score -3.750666e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 14032 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 289932 members 
Mstep: Class 7 contains 8449 members 
Mstep: Class 8 contains 5609 members 
Mstep: Class 9 contains 77774 members 
Mstep: Class 12 contains 23845 members 
Mstep: Class 15 contains 9798 members 
Mstep: Class 16 contains 257395 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 19 contains 107202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507508.000000 Penalty: 28732.466797
Iteration 34Q: 14 clusters Score -3.750751e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 13970 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 288750 members 
Mstep: Class 7 contains 8488 members 
Mstep: Class 8 contains 5673 members 
Mstep: Class 9 contains 77002 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 260439 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 106613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37508064.000000 Penalty: 28732.466797
Iteration 35Q: 14 clusters Score -3.750806e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 13885 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 287496 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 5770 members 
Mstep: Class 9 contains 76273 members 
Mstep: Class 12 contains 23642 members 
Mstep: Class 15 contains 8987 members 
Mstep: Class 16 contains 263344 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 19 contains 106100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37508648.000000 Penalty: 28732.466797
Iteration 36Q: 14 clusters Score -3.750865e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 13815 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 286324 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 5855 members 
Mstep: Class 9 contains 75620 members 
Mstep: Class 12 contains 23525 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 16 contains 266005 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 105669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37509412.000000 Penalty: 28732.466797
Iteration 37Q: 14 clusters Score -3.750941e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 13736 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 285170 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 75043 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 15 contains 8339 members 
Mstep: Class 16 contains 268473 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 105266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37509872.000000 Penalty: 28732.466797
Iteration 38Q: 14 clusters Score -3.750987e+07 nChanged 3551
Entering ConstructFrom: 
Score: -37509872.000000 Penalty: 28732.466797
Entering ConstructFrom: 
Trying to split cluster 1 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -152869.171875 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -152869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -150094.625000 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -150094.6 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -150690.937500 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -150690.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -150813.531250 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -150813.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -150884.921875 Penalty: 2608.611572
	Iteration 3Q: 3 clusters Score -150884.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -150924.937500 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -150924.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -150953.859375 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -150953.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -150974.453125 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -150974.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -150994.562500 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -150994.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -151010.046875 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -151010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -151023.968750 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -151024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -151034.296875 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -151034.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -151040.796875 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -151040.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -151047.093750 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -151047.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -151053.000000 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -151053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -151060.687500 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -151060.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -151067.921875 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -151067.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -151075.703125 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -151075.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -151086.140625 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -151086.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -151096.203125 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -151096.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -151104.953125 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -151105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -151108.875000 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -151108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -151111.750000 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -151111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -151114.046875 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -151114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -151115.125000 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -151115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -151117.390625 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -151117.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -151120.031250 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -151120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -151121.968750 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -151122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -151123.609375 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -151123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -151125.265625 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -151125.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -151129.296875 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -151129.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -151133.109375 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -151133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -151136.093750 Penalty: 2608.611572
	Iteration 31Q: 3 clusters Score -151136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -151138.406250 Penalty: 2608.611572
	Iteration 32Q: 3 clusters Score -151138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -151139.343750 Penalty: 2608.611572
	Iteration 33Q: 3 clusters Score -151139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -151140.187500 Penalty: 2608.611572
	Iteration 34Q: 3 clusters Score -151140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -151140.781250 Penalty: 2608.611572
	Iteration 35Q: 3 clusters Score -151140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -151142.484375 Penalty: 2608.611572
	Iteration 36Q: 3 clusters Score -151142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -151143.015625 Penalty: 2608.611572
	Iteration 37Q: 3 clusters Score -151143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -151143.093750 Penalty: 2608.611572
	Iteration 38Q: 3 clusters Score -151143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -151143.796875 Penalty: 2608.611572
	Iteration 39Q: 3 clusters Score -151143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -151144.953125 Penalty: 2608.611572
	Iteration 40F: 3 clusters Score -151145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -151145.734375 Penalty: 2608.611572
	Iteration 41Q: 3 clusters Score -151145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -151147.062500 Penalty: 2608.611572
	Iteration 42Q: 3 clusters Score -151147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -151149.812500 Penalty: 2608.611572
	Iteration 43Q: 3 clusters Score -151149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -151152.281250 Penalty: 2608.611572
	Iteration 44Q: 3 clusters Score -151152.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -151154.984375 Penalty: 2608.611572
	Iteration 45Q: 3 clusters Score -151155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -151158.718750 Penalty: 2608.611572
	Iteration 46Q: 3 clusters Score -151158.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -151164.187500 Penalty: 2608.611572
	Iteration 47Q: 3 clusters Score -151164.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -151172.125000 Penalty: 2608.611572
	Iteration 48Q: 3 clusters Score -151172.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -151178.734375 Penalty: 2608.611572
	Iteration 49Q: 3 clusters Score -151178.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -151183.859375 Penalty: 2608.611572
	Iteration 50Q: 3 clusters Score -151183.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -151188.906250 Penalty: 2608.611572
	Iteration 51Q: 3 clusters Score -151188.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -151198.781250 Penalty: 2608.611572
	Iteration 52Q: 3 clusters Score -151198.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -151207.156250 Penalty: 2608.611572
	Iteration 53Q: 3 clusters Score -151207.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -151218.468750 Penalty: 2608.611572
	Iteration 54Q: 3 clusters Score -151218.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -151231.484375 Penalty: 2608.611572
	Iteration 55Q: 3 clusters Score -151231.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -151244.875000 Penalty: 2608.611572
	Iteration 56Q: 3 clusters Score -151244.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -151260.218750 Penalty: 2608.611572
	Iteration 57Q: 3 clusters Score -151260.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -151277.046875 Penalty: 2608.611572
	Iteration 58Q: 3 clusters Score -151277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -151293.093750 Penalty: 2608.611572
	Iteration 59Q: 3 clusters Score -151293.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -151306.593750 Penalty: 2608.611572
	Iteration 60F: 3 clusters Score -151306.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -151323.968750 Penalty: 2608.611572
	Iteration 61Q: 3 clusters Score -151324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -151347.312500 Penalty: 2608.611572
	Iteration 62Q: 3 clusters Score -151347.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -151369.312500 Penalty: 2608.611572
	Iteration 63Q: 3 clusters Score -151369.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -151390.984375 Penalty: 2608.611572
	Iteration 64Q: 3 clusters Score -151391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -151414.828125 Penalty: 2608.611572
	Iteration 65Q: 3 clusters Score -151414.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -151435.359375 Penalty: 2608.611572
	Iteration 66Q: 3 clusters Score -151435.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -151458.140625 Penalty: 2608.611572
	Iteration 67Q: 3 clusters Score -151458.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -151485.234375 Penalty: 2608.611572
	Iteration 68Q: 3 clusters Score -151485.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -151507.265625 Penalty: 2608.611572
	Iteration 69Q: 3 clusters Score -151507.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -151527.031250 Penalty: 2608.611572
	Iteration 70Q: 3 clusters Score -151527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -151548.546875 Penalty: 2608.611572
	Iteration 71Q: 3 clusters Score -151548.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -151570.125000 Penalty: 2608.611572
	Iteration 72Q: 3 clusters Score -151570.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -151591.312500 Penalty: 2608.611572
	Iteration 73Q: 3 clusters Score -151591.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -151615.750000 Penalty: 2608.611572
	Iteration 74Q: 3 clusters Score -151615.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -151636.656250 Penalty: 2608.611572
	Iteration 75Q: 3 clusters Score -151636.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -151652.203125 Penalty: 2608.611572
	Iteration 76Q: 3 clusters Score -151652.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -151664.156250 Penalty: 2608.611572
	Iteration 77Q: 3 clusters Score -151664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -151671.093750 Penalty: 2608.611572
	Iteration 78Q: 3 clusters Score -151671.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -151676.781250 Penalty: 2608.611572
	Iteration 79Q: 3 clusters Score -151676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -151684.625000 Penalty: 2608.611572
	Iteration 80F: 3 clusters Score -151684.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -151695.203125 Penalty: 2608.611572
	Iteration 81Q: 3 clusters Score -151695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -151705.328125 Penalty: 2608.611572
	Iteration 82Q: 3 clusters Score -151705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -151711.109375 Penalty: 2608.611572
	Iteration 83Q: 3 clusters Score -151711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -151715.328125 Penalty: 2608.611572
	Iteration 84Q: 3 clusters Score -151715.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -151720.843750 Penalty: 2608.611572
	Iteration 85Q: 3 clusters Score -151720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -151723.921875 Penalty: 2608.611572
	Iteration 86Q: 3 clusters Score -151723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -151727.687500 Penalty: 2608.611572
	Iteration 87Q: 3 clusters Score -151727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -151730.500000 Penalty: 2608.611572
	Iteration 88Q: 3 clusters Score -151730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -151731.203125 Penalty: 2608.611572
	Iteration 89Q: 3 clusters Score -151731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -151732.265625 Penalty: 2608.611572
	Iteration 90Q: 3 clusters Score -151732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -151734.046875 Penalty: 2608.611572
	Iteration 91Q: 3 clusters Score -151734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -151735.515625 Penalty: 2608.611572
	Iteration 92Q: 3 clusters Score -151735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -151737.875000 Penalty: 2608.611572
	Iteration 93Q: 3 clusters Score -151737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -151741.562500 Penalty: 2608.611572
	Iteration 94Q: 3 clusters Score -151741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -151742.078125 Penalty: 2608.611572
	Iteration 95Q: 3 clusters Score -151742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -151742.515625 Penalty: 2608.611572
	Iteration 96Q: 3 clusters Score -151742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -151742.515625 Penalty: 2608.611572
	Iteration 97F: 3 clusters Score -151742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -83479.375000 Penalty: 1197.150024
	Iteration 0F: 2 clusters Score -83479.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -81674.242188 Penalty: 2394.300049
	Iteration 0F: 3 clusters Score -81674.24 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -82028.398438 Penalty: 2394.300049
	Iteration 1F: 3 clusters Score -82028.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -82109.257812 Penalty: 2394.300049
	Iteration 2F: 3 clusters Score -82109.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -82158.195312 Penalty: 2394.300049
	Iteration 3Q: 3 clusters Score -82158.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -82194.414062 Penalty: 2394.300049
	Iteration 4Q: 3 clusters Score -82194.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -82213.218750 Penalty: 2394.300049
	Iteration 5Q: 3 clusters Score -82213.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -82230.187500 Penalty: 2394.300049
	Iteration 6Q: 3 clusters Score -82230.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -82244.187500 Penalty: 2394.300049
	Iteration 7Q: 3 clusters Score -82244.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -82251.148438 Penalty: 2394.300049
	Iteration 8Q: 3 clusters Score -82251.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -82257.437500 Penalty: 2394.300049
	Iteration 9Q: 3 clusters Score -82257.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -82264.507812 Penalty: 2394.300049
	Iteration 10Q: 3 clusters Score -82264.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -82269.085938 Penalty: 2394.300049
	Iteration 11Q: 3 clusters Score -82269.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -82271.828125 Penalty: 2394.300049
	Iteration 12Q: 3 clusters Score -82271.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -82274.054688 Penalty: 2394.300049
	Iteration 13Q: 3 clusters Score -82274.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -82274.343750 Penalty: 2394.300049
	Iteration 14Q: 3 clusters Score -82274.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -82275.132812 Penalty: 2394.300049
	Iteration 15Q: 3 clusters Score -82275.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -82275.320312 Penalty: 2394.300049
	Iteration 16Q: 3 clusters Score -82275.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -82275.820312 Penalty: 2394.300049
	Iteration 17Q: 3 clusters Score -82275.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -82276.281250 Penalty: 2394.300049
	Iteration 18Q: 3 clusters Score -82276.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -82276.820312 Penalty: 2394.300049
	Iteration 19Q: 3 clusters Score -82276.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -82276.820312 Penalty: 2394.300049
	Iteration 20F: 3 clusters Score -82276.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Entering Unmasked Estep 
Score: -611540.000000 Penalty: 1547.433228
	Iteration 0F: 2 clusters Score -611540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -602063.125000 Penalty: 3094.866455
	Iteration 0F: 3 clusters Score -602063.1 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -605644.125000 Penalty: 3094.866455
	Iteration 1F: 3 clusters Score -605644.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -606668.750000 Penalty: 3094.866455
	Iteration 2F: 3 clusters Score -606668.8 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -608064.750000 Penalty: 3094.866455
	Iteration 3F: 3 clusters Score -608064.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -609284.250000 Penalty: 3094.866455
	Iteration 4F: 3 clusters Score -609284.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -610168.187500 Penalty: 3094.866455
	Iteration 5F: 3 clusters Score -610168.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -610687.000000 Penalty: 3094.866455
	Iteration 6F: 3 clusters Score -610687 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -611000.375000 Penalty: 3094.866455
	Iteration 7Q: 3 clusters Score -611000.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -611199.875000 Penalty: 3094.866455
	Iteration 8Q: 3 clusters Score -611199.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -611337.500000 Penalty: 3094.866455
	Iteration 9Q: 3 clusters Score -611337.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -611445.312500 Penalty: 3094.866455
	Iteration 10Q: 3 clusters Score -611445.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -611546.750000 Penalty: 3094.866455
	Iteration 11Q: 3 clusters Score -611546.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -611626.375000 Penalty: 3094.866455
	Iteration 12Q: 3 clusters Score -611626.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -611701.125000 Penalty: 3094.866455
	Iteration 13Q: 3 clusters Score -611701.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -611763.812500 Penalty: 3094.866455
	Iteration 14Q: 3 clusters Score -611763.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -611840.500000 Penalty: 3094.866455
	Iteration 15Q: 3 clusters Score -611840.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -611913.187500 Penalty: 3094.866455
	Iteration 16Q: 3 clusters Score -611913.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -611983.437500 Penalty: 3094.866455
	Iteration 17Q: 3 clusters Score -611983.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -612027.000000 Penalty: 3094.866455
	Iteration 18Q: 3 clusters Score -612027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -612056.812500 Penalty: 3094.866455
	Iteration 19Q: 3 clusters Score -612056.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -612068.562500 Penalty: 3094.866455
	Iteration 20F: 3 clusters Score -612068.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -612077.875000 Penalty: 3094.866455
	Iteration 21Q: 3 clusters Score -612077.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -612081.687500 Penalty: 3094.866455
	Iteration 22Q: 3 clusters Score -612081.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -612082.875000 Penalty: 3094.866455
	Iteration 23Q: 3 clusters Score -612082.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -612084.687500 Penalty: 3094.866455
	Iteration 24Q: 3 clusters Score -612084.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -612084.437500 Penalty: 3094.866455
	Iteration 25Q: 3 clusters Score -612084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -612084.437500 Penalty: 3094.866455
	Iteration 26F: 3 clusters Score -612084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12322 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 284067 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 5996 members 
Mstep: Class 9 contains 74494 members 
Mstep: Class 12 contains 23316 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 270881 members 
Mstep: Class 18 contains 5354 members 
Mstep: Class 19 contains 104850 members 
Entering Unmasked Estep 
Score: -37509768.000000 Penalty: 30942.656250
Splitting cluster 4 changes total score from -37509872.000000 to -37509768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -151603.734375 Penalty: 1309.117798
	Iteration 0F: 2 clusters Score -151603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -148755.890625 Penalty: 2618.235596
	Iteration 0F: 3 clusters Score -148755.9 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -149403.843750 Penalty: 2618.235596
	Iteration 1F: 3 clusters Score -149403.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -149548.640625 Penalty: 2618.235596
	Iteration 2F: 3 clusters Score -149548.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -149644.953125 Penalty: 2618.235596
	Iteration 3Q: 3 clusters Score -149645 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -149708.781250 Penalty: 2618.235596
	Iteration 4Q: 3 clusters Score -149708.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -149764.546875 Penalty: 2618.235596
	Iteration 5Q: 3 clusters Score -149764.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -149797.828125 Penalty: 2618.235596
	Iteration 6Q: 3 clusters Score -149797.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -149832.609375 Penalty: 2618.235596
	Iteration 7Q: 3 clusters Score -149832.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -149857.359375 Penalty: 2618.235596
	Iteration 8Q: 3 clusters Score -149857.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -149880.593750 Penalty: 2618.235596
	Iteration 9Q: 3 clusters Score -149880.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -149905.890625 Penalty: 2618.235596
	Iteration 10Q: 3 clusters Score -149905.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -149936.250000 Penalty: 2618.235596
	Iteration 11Q: 3 clusters Score -149936.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -149973.031250 Penalty: 2618.235596
	Iteration 12Q: 3 clusters Score -149973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -150023.343750 Penalty: 2618.235596
	Iteration 13Q: 3 clusters Score -150023.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -150088.515625 Penalty: 2618.235596
	Iteration 14Q: 3 clusters Score -150088.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -150147.828125 Penalty: 2618.235596
	Iteration 15Q: 3 clusters Score -150147.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -150200.375000 Penalty: 2618.235596
	Iteration 16Q: 3 clusters Score -150200.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -150241.453125 Penalty: 2618.235596
	Iteration 17Q: 3 clusters Score -150241.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -150287.562500 Penalty: 2618.235596
	Iteration 18Q: 3 clusters Score -150287.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -150329.859375 Penalty: 2618.235596
	Iteration 19Q: 3 clusters Score -150329.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -150364.968750 Penalty: 2618.235596
	Iteration 20F: 3 clusters Score -150365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -150393.125000 Penalty: 2618.235596
	Iteration 21Q: 3 clusters Score -150393.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -150415.875000 Penalty: 2618.235596
	Iteration 22Q: 3 clusters Score -150415.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -150437.625000 Penalty: 2618.235596
	Iteration 23Q: 3 clusters Score -150437.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -150451.531250 Penalty: 2618.235596
	Iteration 24Q: 3 clusters Score -150451.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -150457.515625 Penalty: 2618.235596
	Iteration 25Q: 3 clusters Score -150457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -150465.156250 Penalty: 2618.235596
	Iteration 26Q: 3 clusters Score -150465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -150471.343750 Penalty: 2618.235596
	Iteration 27Q: 3 clusters Score -150471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -150475.859375 Penalty: 2618.235596
	Iteration 28Q: 3 clusters Score -150475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -150478.718750 Penalty: 2618.235596
	Iteration 29Q: 3 clusters Score -150478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -150482.078125 Penalty: 2618.235596
	Iteration 30Q: 3 clusters Score -150482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -150486.234375 Penalty: 2618.235596
	Iteration 31Q: 3 clusters Score -150486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -150491.437500 Penalty: 2618.235596
	Iteration 32Q: 3 clusters Score -150491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -150492.687500 Penalty: 2618.235596
	Iteration 33Q: 3 clusters Score -150492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -150494.656250 Penalty: 2618.235596
	Iteration 34Q: 3 clusters Score -150494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -150498.609375 Penalty: 2618.235596
	Iteration 35Q: 3 clusters Score -150498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -150503.343750 Penalty: 2618.235596
	Iteration 36Q: 3 clusters Score -150503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -150506.453125 Penalty: 2618.235596
	Iteration 37Q: 3 clusters Score -150506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -150508.890625 Penalty: 2618.235596
	Iteration 38Q: 3 clusters Score -150508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -150509.671875 Penalty: 2618.235596
	Iteration 39Q: 3 clusters Score -150509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -150510.000000 Penalty: 2618.235596
	Iteration 40F: 3 clusters Score -150510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -150510.578125 Penalty: 2618.235596
	Iteration 41Q: 3 clusters Score -150510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -150511.343750 Penalty: 2618.235596
	Iteration 42Q: 3 clusters Score -150511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -150511.343750 Penalty: 2618.235596
	Iteration 43F: 3 clusters Score -150511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (284067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284067 members 
Entering Unmasked Estep 
Score: -13764906.000000 Penalty: 2040.506958
	Iteration 0F: 2 clusters Score -1.376491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141792 members 
Mstep: Class 2 contains 142275 members 
Entering Unmasked Estep 
Score: -13573658.000000 Penalty: 4081.013916
	Iteration 0F: 3 clusters Score -1.357366e+07 nChanged 138094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -13656279.000000 Penalty: 4081.013916
	Iteration 1F: 3 clusters Score -1.365628e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125882 members 
Mstep: Class 2 contains 158185 members 
Entering Unmasked Estep 
Score: -13658859.000000 Penalty: 4081.013916
	Iteration 2Q: 3 clusters Score -1.365886e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116631 members 
Mstep: Class 2 contains 167436 members 
Entering Unmasked Estep 
Score: -13663245.000000 Penalty: 4081.013916
	Iteration 3Q: 3 clusters Score -1.366324e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 181072 members 
Entering Unmasked Estep 
Score: -13671032.000000 Penalty: 4081.013916
	Iteration 4F: 3 clusters Score -1.367103e+07 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 200102 members 
Entering Unmasked Estep 
Score: -13684855.000000 Penalty: 4081.013916
	Iteration 5F: 3 clusters Score -1.368486e+07 nChanged 23856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 223408 members 
Entering Unmasked Estep 
Score: -13705517.000000 Penalty: 4081.013916
	Iteration 6F: 3 clusters Score -1.370552e+07 nChanged 23371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 246603 members 
Entering Unmasked Estep 
Score: -13728647.000000 Penalty: 4081.013916
	Iteration 7F: 3 clusters Score -1.372865e+07 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 263768 members 
Entering Unmasked Estep 
Score: -13745996.000000 Penalty: 4081.013916
	Iteration 8F: 3 clusters Score -1.3746e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 273397 members 
Entering Unmasked Estep 
Score: -13755544.000000 Penalty: 4081.013916
	Iteration 9Q: 3 clusters Score -1.375554e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 277988 members 
Entering Unmasked Estep 
Score: -13759733.000000 Penalty: 4081.013916
	Iteration 10Q: 3 clusters Score -1.375973e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 280147 members 
Entering Unmasked Estep 
Score: -13761468.000000 Penalty: 4081.013916
	Iteration 11Q: 3 clusters Score -1.376147e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 281209 members 
Entering Unmasked Estep 
Score: -13762309.000000 Penalty: 4081.013916
	Iteration 12Q: 3 clusters Score -1.376231e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 281734 members 
Entering Unmasked Estep 
Score: -13762693.000000 Penalty: 4081.013916
	Iteration 13Q: 3 clusters Score -1.376269e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 282065 members 
Entering Unmasked Estep 
Score: -13762966.000000 Penalty: 4081.013916
	Iteration 14Q: 3 clusters Score -1.376297e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 282249 members 
Entering Unmasked Estep 
Score: -13763079.000000 Penalty: 4081.013916
	Iteration 15Q: 3 clusters Score -1.376308e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 282375 members 
Entering Unmasked Estep 
Score: -13763172.000000 Penalty: 4081.013916
	Iteration 16Q: 3 clusters Score -1.376317e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 282465 members 
Entering Unmasked Estep 
Score: -13763226.000000 Penalty: 4081.013916
	Iteration 17Q: 3 clusters Score -1.376323e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 282531 members 
Entering Unmasked Estep 
Score: -13763242.000000 Penalty: 4081.013916
	Iteration 18Q: 3 clusters Score -1.376324e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 282577 members 
Entering Unmasked Estep 
Score: -13763287.000000 Penalty: 4081.013916
	Iteration 19Q: 3 clusters Score -1.376329e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 282626 members 
Entering Unmasked Estep 
Score: -13763302.000000 Penalty: 4081.013916
	Iteration 20F: 3 clusters Score -1.37633e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 282659 members 
Entering Unmasked Estep 
Score: -13763328.000000 Penalty: 4081.013916
	Iteration 21Q: 3 clusters Score -1.376333e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 282684 members 
Entering Unmasked Estep 
Score: -13763360.000000 Penalty: 4081.013916
	Iteration 22Q: 3 clusters Score -1.376336e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 282702 members 
Entering Unmasked Estep 
Score: -13763362.000000 Penalty: 4081.013916
	Iteration 23Q: 3 clusters Score -1.376336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 282725 members 
Entering Unmasked Estep 
Score: -13763379.000000 Penalty: 4081.013916
	Iteration 24Q: 3 clusters Score -1.376338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 282740 members 
Entering Unmasked Estep 
Score: -13763388.000000 Penalty: 4081.013916
	Iteration 25Q: 3 clusters Score -1.376339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 282753 members 
Entering Unmasked Estep 
Score: -13763391.000000 Penalty: 4081.013916
	Iteration 26Q: 3 clusters Score -1.376339e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 282775 members 
Entering Unmasked Estep 
Score: -13763409.000000 Penalty: 4081.013916
	Iteration 27Q: 3 clusters Score -1.376341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 282793 members 
Entering Unmasked Estep 
Score: -13763416.000000 Penalty: 4081.013916
	Iteration 28Q: 3 clusters Score -1.376342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 282810 members 
Entering Unmasked Estep 
Score: -13763406.000000 Penalty: 4081.013916
	Iteration 29Q: 3 clusters Score -1.376341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 282824 members 
Entering Unmasked Estep 
Score: -13763421.000000 Penalty: 4081.013916
	Iteration 30Q: 3 clusters Score -1.376342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 282830 members 
Entering Unmasked Estep 
Score: -13763424.000000 Penalty: 4081.013916
	Iteration 31Q: 3 clusters Score -1.376342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 282833 members 
Entering Unmasked Estep 
Score: -13763415.000000 Penalty: 4081.013916
	Iteration 32Q: 3 clusters Score -1.376342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 282837 members 
Entering Unmasked Estep 
Score: -13763410.000000 Penalty: 4081.013916
	Iteration 33Q: 3 clusters Score -1.376341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 282841 members 
Entering Unmasked Estep 
Score: -13763413.000000 Penalty: 4081.013916
	Iteration 34Q: 3 clusters Score -1.376341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 282842 members 
Entering Unmasked Estep 
Score: -13763415.000000 Penalty: 4081.013916
	Iteration 35Q: 3 clusters Score -1.376342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 282843 members 
Entering Unmasked Estep 
Score: -13763407.000000 Penalty: 4081.013916
	Iteration 36Q: 3 clusters Score -1.376341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 282844 members 
Entering Unmasked Estep 
Score: -13763408.000000 Penalty: 4081.013916
	Iteration 37Q: 3 clusters Score -1.376341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 282844 members 
Entering Unmasked Estep 
Score: -13763408.000000 Penalty: 4081.013916
	Iteration 38F: 3 clusters Score -1.376341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Entering Unmasked Estep 
Score: -419985.468750 Penalty: 1471.698486
	Iteration 0F: 2 clusters Score -419985.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -413746.187500 Penalty: 2943.396973
	Iteration 0F: 3 clusters Score -413746.2 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -415624.468750 Penalty: 2943.396973
	Iteration 1F: 3 clusters Score -415624.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -415853.593750 Penalty: 2943.396973
	Iteration 2F: 3 clusters Score -415853.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -416050.000000 Penalty: 2943.396973
	Iteration 3F: 3 clusters Score -416050 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -416197.531250 Penalty: 2943.396973
	Iteration 4Q: 3 clusters Score -416197.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -416357.593750 Penalty: 2943.396973
	Iteration 5Q: 3 clusters Score -416357.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -416548.312500 Penalty: 2943.396973
	Iteration 6Q: 3 clusters Score -416548.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -416769.968750 Penalty: 2943.396973
	Iteration 7Q: 3 clusters Score -416770 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -417036.656250 Penalty: 2943.396973
	Iteration 8Q: 3 clusters Score -417036.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -417335.406250 Penalty: 2943.396973
	Iteration 9F: 3 clusters Score -417335.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -417623.218750 Penalty: 2943.396973
	Iteration 10Q: 3 clusters Score -417623.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -417878.500000 Penalty: 2943.396973
	Iteration 11Q: 3 clusters Score -417878.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -418072.343750 Penalty: 2943.396973
	Iteration 12Q: 3 clusters Score -418072.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -418222.375000 Penalty: 2943.396973
	Iteration 13Q: 3 clusters Score -418222.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -418338.937500 Penalty: 2943.396973
	Iteration 14Q: 3 clusters Score -418338.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -418414.812500 Penalty: 2943.396973
	Iteration 15Q: 3 clusters Score -418414.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -418475.000000 Penalty: 2943.396973
	Iteration 16Q: 3 clusters Score -418475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -418520.531250 Penalty: 2943.396973
	Iteration 17Q: 3 clusters Score -418520.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -418547.937500 Penalty: 2943.396973
	Iteration 18Q: 3 clusters Score -418547.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -418578.843750 Penalty: 2943.396973
	Iteration 19Q: 3 clusters Score -418578.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -418607.125000 Penalty: 2943.396973
	Iteration 20F: 3 clusters Score -418607.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -418628.125000 Penalty: 2943.396973
	Iteration 21Q: 3 clusters Score -418628.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -418639.500000 Penalty: 2943.396973
	Iteration 22Q: 3 clusters Score -418639.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -418644.750000 Penalty: 2943.396973
	Iteration 23Q: 3 clusters Score -418644.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -418649.375000 Penalty: 2943.396973
	Iteration 24Q: 3 clusters Score -418649.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -418651.968750 Penalty: 2943.396973
	Iteration 25Q: 3 clusters Score -418652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -418656.656250 Penalty: 2943.396973
	Iteration 26Q: 3 clusters Score -418656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -418659.125000 Penalty: 2943.396973
	Iteration 27Q: 3 clusters Score -418659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -418661.468750 Penalty: 2943.396973
	Iteration 28Q: 3 clusters Score -418661.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -418663.687500 Penalty: 2943.396973
	Iteration 29Q: 3 clusters Score -418663.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -418667.500000 Penalty: 2943.396973
	Iteration 30Q: 3 clusters Score -418667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -418669.343750 Penalty: 2943.396973
	Iteration 31Q: 3 clusters Score -418669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -418669.281250 Penalty: 2943.396973
	Iteration 32Q: 3 clusters Score -418669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -418669.937500 Penalty: 2943.396973
	Iteration 33Q: 3 clusters Score -418669.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -418671.281250 Penalty: 2943.396973
	Iteration 34Q: 3 clusters Score -418671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -418672.406250 Penalty: 2943.396973
	Iteration 35Q: 3 clusters Score -418672.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -418675.500000 Penalty: 2943.396973
	Iteration 36Q: 3 clusters Score -418675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -418674.937500 Penalty: 2943.396973
	Iteration 37Q: 3 clusters Score -418674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -418677.875000 Penalty: 2943.396973
	Iteration 38Q: 3 clusters Score -418677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -418679.781250 Penalty: 2943.396973
	Iteration 39Q: 3 clusters Score -418679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -418679.281250 Penalty: 2943.396973
	Iteration 40F: 3 clusters Score -418679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -418681.125000 Penalty: 2943.396973
	Iteration 41Q: 3 clusters Score -418681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -418681.843750 Penalty: 2943.396973
	Iteration 42Q: 3 clusters Score -418681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -418683.312500 Penalty: 2943.396973
	Iteration 43Q: 3 clusters Score -418683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -418684.468750 Penalty: 2943.396973
	Iteration 44Q: 3 clusters Score -418684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -418684.843750 Penalty: 2943.396973
	Iteration 45Q: 3 clusters Score -418684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -418685.312500 Penalty: 2943.396973
	Iteration 46Q: 3 clusters Score -418685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -418685.437500 Penalty: 2943.396973
	Iteration 47Q: 3 clusters Score -418685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -418685.125000 Penalty: 2943.396973
	Iteration 48Q: 3 clusters Score -418685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -418686.468750 Penalty: 2943.396973
	Iteration 49Q: 3 clusters Score -418686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -418687.156250 Penalty: 2943.396973
	Iteration 50Q: 3 clusters Score -418687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -418687.906250 Penalty: 2943.396973
	Iteration 51Q: 3 clusters Score -418687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -418689.000000 Penalty: 2943.396973
	Iteration 52Q: 3 clusters Score -418689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -418689.875000 Penalty: 2943.396973
	Iteration 53Q: 3 clusters Score -418689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -418691.031250 Penalty: 2943.396973
	Iteration 54Q: 3 clusters Score -418691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -418691.343750 Penalty: 2943.396973
	Iteration 55Q: 3 clusters Score -418691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -418692.406250 Penalty: 2943.396973
	Iteration 56Q: 3 clusters Score -418692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -418691.531250 Penalty: 2943.396973
	Iteration 57Q: 3 clusters Score -418691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -418691.531250 Penalty: 2943.396973
	Iteration 58F: 3 clusters Score -418691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -291852.062500 Penalty: 1413.562744
	Iteration 0F: 2 clusters Score -291852.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -287240.843750 Penalty: 2827.125488
	Iteration 0F: 3 clusters Score -287240.8 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -288549.062500 Penalty: 2827.125488
	Iteration 1F: 3 clusters Score -288549.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -288726.875000 Penalty: 2827.125488
	Iteration 2F: 3 clusters Score -288726.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -288857.781250 Penalty: 2827.125488
	Iteration 3Q: 3 clusters Score -288857.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -288966.968750 Penalty: 2827.125488
	Iteration 4Q: 3 clusters Score -288967 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -289072.062500 Penalty: 2827.125488
	Iteration 5Q: 3 clusters Score -289072.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -289194.843750 Penalty: 2827.125488
	Iteration 6Q: 3 clusters Score -289194.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -289347.625000 Penalty: 2827.125488
	Iteration 7Q: 3 clusters Score -289347.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -289499.468750 Penalty: 2827.125488
	Iteration 8Q: 3 clusters Score -289499.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -289664.625000 Penalty: 2827.125488
	Iteration 9Q: 3 clusters Score -289664.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -289829.968750 Penalty: 2827.125488
	Iteration 10Q: 3 clusters Score -289830 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -289997.968750 Penalty: 2827.125488
	Iteration 11Q: 3 clusters Score -289998 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -290131.593750 Penalty: 2827.125488
	Iteration 12Q: 3 clusters Score -290131.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -290237.843750 Penalty: 2827.125488
	Iteration 13Q: 3 clusters Score -290237.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -290324.312500 Penalty: 2827.125488
	Iteration 14Q: 3 clusters Score -290324.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -290400.687500 Penalty: 2827.125488
	Iteration 15Q: 3 clusters Score -290400.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -290463.000000 Penalty: 2827.125488
	Iteration 16Q: 3 clusters Score -290463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -290502.000000 Penalty: 2827.125488
	Iteration 17Q: 3 clusters Score -290502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -290520.812500 Penalty: 2827.125488
	Iteration 18Q: 3 clusters Score -290520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -290545.156250 Penalty: 2827.125488
	Iteration 19Q: 3 clusters Score -290545.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -290554.781250 Penalty: 2827.125488
	Iteration 20F: 3 clusters Score -290554.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -290565.625000 Penalty: 2827.125488
	Iteration 21Q: 3 clusters Score -290565.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -290576.031250 Penalty: 2827.125488
	Iteration 22Q: 3 clusters Score -290576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -290580.937500 Penalty: 2827.125488
	Iteration 23Q: 3 clusters Score -290580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -290584.781250 Penalty: 2827.125488
	Iteration 24Q: 3 clusters Score -290584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -290587.312500 Penalty: 2827.125488
	Iteration 25Q: 3 clusters Score -290587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -290592.000000 Penalty: 2827.125488
	Iteration 26Q: 3 clusters Score -290592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -290594.562500 Penalty: 2827.125488
	Iteration 27Q: 3 clusters Score -290594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -290598.000000 Penalty: 2827.125488
	Iteration 28Q: 3 clusters Score -290598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -290600.000000 Penalty: 2827.125488
	Iteration 29Q: 3 clusters Score -290600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -290600.562500 Penalty: 2827.125488
	Iteration 30Q: 3 clusters Score -290600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -290600.562500 Penalty: 2827.125488
	Iteration 31F: 3 clusters Score -290600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Entering Unmasked Estep 
Score: -3597532.750000 Penalty: 1823.001953
	Iteration 0F: 2 clusters Score -3597533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -3547643.750000 Penalty: 3646.003906
	Iteration 0F: 3 clusters Score -3547644 nChanged 35365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3568036.500000 Penalty: 3646.003906
	Iteration 1F: 3 clusters Score -3568036 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -3568675.000000 Penalty: 3646.003906
	Iteration 2Q: 3 clusters Score -3568675 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -3569563.250000 Penalty: 3646.003906
	Iteration 3Q: 3 clusters Score -3569563 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -3570764.000000 Penalty: 3646.003906
	Iteration 4Q: 3 clusters Score -3570764 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -3572514.750000 Penalty: 3646.003906
	Iteration 5Q: 3 clusters Score -3572515 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -3574706.750000 Penalty: 3646.003906
	Iteration 6F: 3 clusters Score -3574707 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -3577414.750000 Penalty: 3646.003906
	Iteration 7F: 3 clusters Score -3577415 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -3580545.000000 Penalty: 3646.003906
	Iteration 8F: 3 clusters Score -3580545 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -3583709.000000 Penalty: 3646.003906
	Iteration 9F: 3 clusters Score -3583709 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -3586075.000000 Penalty: 3646.003906
	Iteration 10F: 3 clusters Score -3586075 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -3587288.000000 Penalty: 3646.003906
	Iteration 11Q: 3 clusters Score -3587288 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -3587855.250000 Penalty: 3646.003906
	Iteration 12Q: 3 clusters Score -3587855 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -3588227.500000 Penalty: 3646.003906
	Iteration 13Q: 3 clusters Score -3588228 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -3588523.250000 Penalty: 3646.003906
	Iteration 14Q: 3 clusters Score -3588523 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -3588779.000000 Penalty: 3646.003906
	Iteration 15Q: 3 clusters Score -3588779 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -3589096.250000 Penalty: 3646.003906
	Iteration 16Q: 3 clusters Score -3589096 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -3589421.750000 Penalty: 3646.003906
	Iteration 17Q: 3 clusters Score -3589422 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -3589810.000000 Penalty: 3646.003906
	Iteration 18Q: 3 clusters Score -3589810 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -3590189.000000 Penalty: 3646.003906
	Iteration 19Q: 3 clusters Score -3590189 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -3590538.750000 Penalty: 3646.003906
	Iteration 20F: 3 clusters Score -3590539 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -3590916.500000 Penalty: 3646.003906
	Iteration 21Q: 3 clusters Score -3590916 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -3591299.500000 Penalty: 3646.003906
	Iteration 22Q: 3 clusters Score -3591300 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -3591723.500000 Penalty: 3646.003906
	Iteration 23Q: 3 clusters Score -3591724 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -3592122.500000 Penalty: 3646.003906
	Iteration 24Q: 3 clusters Score -3592122 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -3592605.750000 Penalty: 3646.003906
	Iteration 25Q: 3 clusters Score -3592606 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -3593044.500000 Penalty: 3646.003906
	Iteration 26Q: 3 clusters Score -3593044 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -3593457.750000 Penalty: 3646.003906
	Iteration 27Q: 3 clusters Score -3593458 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -3593850.000000 Penalty: 3646.003906
	Iteration 28Q: 3 clusters Score -3593850 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -3594215.500000 Penalty: 3646.003906
	Iteration 29Q: 3 clusters Score -3594216 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -3594588.000000 Penalty: 3646.003906
	Iteration 30Q: 3 clusters Score -3594588 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -3594919.750000 Penalty: 3646.003906
	Iteration 31Q: 3 clusters Score -3594920 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -3595159.000000 Penalty: 3646.003906
	Iteration 32Q: 3 clusters Score -3595159 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -3595359.500000 Penalty: 3646.003906
	Iteration 33Q: 3 clusters Score -3595360 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -3595533.000000 Penalty: 3646.003906
	Iteration 34Q: 3 clusters Score -3595533 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -3595681.000000 Penalty: 3646.003906
	Iteration 35Q: 3 clusters Score -3595681 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -3595817.750000 Penalty: 3646.003906
	Iteration 36Q: 3 clusters Score -3595818 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -3595891.750000 Penalty: 3646.003906
	Iteration 37Q: 3 clusters Score -3595892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -3595961.250000 Penalty: 3646.003906
	Iteration 38Q: 3 clusters Score -3595961 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -3596021.000000 Penalty: 3646.003906
	Iteration 39Q: 3 clusters Score -3596021 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -3596078.250000 Penalty: 3646.003906
	Iteration 40F: 3 clusters Score -3596078 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -3596135.000000 Penalty: 3646.003906
	Iteration 41Q: 3 clusters Score -3596135 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -3596163.750000 Penalty: 3646.003906
	Iteration 42Q: 3 clusters Score -3596164 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -3596213.750000 Penalty: 3646.003906
	Iteration 43Q: 3 clusters Score -3596214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -3596265.500000 Penalty: 3646.003906
	Iteration 44Q: 3 clusters Score -3596266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -3596298.750000 Penalty: 3646.003906
	Iteration 45Q: 3 clusters Score -3596299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -3596338.000000 Penalty: 3646.003906
	Iteration 46Q: 3 clusters Score -3596338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -3596367.000000 Penalty: 3646.003906
	Iteration 47Q: 3 clusters Score -3596367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -3596395.750000 Penalty: 3646.003906
	Iteration 48Q: 3 clusters Score -3596396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -3596413.250000 Penalty: 3646.003906
	Iteration 49Q: 3 clusters Score -3596413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -3596437.500000 Penalty: 3646.003906
	Iteration 50Q: 3 clusters Score -3596438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -3596450.250000 Penalty: 3646.003906
	Iteration 51Q: 3 clusters Score -3596450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -3596461.750000 Penalty: 3646.003906
	Iteration 52Q: 3 clusters Score -3596462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -3596476.000000 Penalty: 3646.003906
	Iteration 53Q: 3 clusters Score -3596476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -3596478.500000 Penalty: 3646.003906
	Iteration 54Q: 3 clusters Score -3596478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -3596484.000000 Penalty: 3646.003906
	Iteration 55Q: 3 clusters Score -3596484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -3596483.500000 Penalty: 3646.003906
	Iteration 56Q: 3 clusters Score -3596484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -3596485.250000 Penalty: 3646.003906
	Iteration 57Q: 3 clusters Score -3596485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -3596491.750000 Penalty: 3646.003906
	Iteration 58Q: 3 clusters Score -3596492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -3596498.750000 Penalty: 3646.003906
	Iteration 59Q: 3 clusters Score -3596499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -3596503.750000 Penalty: 3646.003906
	Iteration 60F: 3 clusters Score -3596504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -3596502.750000 Penalty: 3646.003906
	Iteration 61Q: 3 clusters Score -3596503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -3596506.000000 Penalty: 3646.003906
	Iteration 62Q: 3 clusters Score -3596506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -3596505.750000 Penalty: 3646.003906
	Iteration 63Q: 3 clusters Score -3596506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -3596507.000000 Penalty: 3646.003906
	Iteration 64Q: 3 clusters Score -3596507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -3596507.000000 Penalty: 3646.003906
	Iteration 65Q: 3 clusters Score -3596507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -3596512.250000 Penalty: 3646.003906
	Iteration 66Q: 3 clusters Score -3596512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -3596511.750000 Penalty: 3646.003906
	Iteration 67Q: 3 clusters Score -3596512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -3596516.500000 Penalty: 3646.003906
	Iteration 68Q: 3 clusters Score -3596516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -3596516.500000 Penalty: 3646.003906
	Iteration 69F: 3 clusters Score -3596516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Entering Unmasked Estep 
Score: -1147253.750000 Penalty: 1634.245483
	Iteration 0F: 2 clusters Score -1147254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1131438.875000 Penalty: 3268.490967
	Iteration 0F: 3 clusters Score -1131439 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1137499.125000 Penalty: 3268.490967
	Iteration 1F: 3 clusters Score -1137499 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1138220.000000 Penalty: 3268.490967
	Iteration 2F: 3 clusters Score -1138220 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1139066.375000 Penalty: 3268.490967
	Iteration 3F: 3 clusters Score -1139066 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1140038.000000 Penalty: 3268.490967
	Iteration 4F: 3 clusters Score -1140038 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1141164.250000 Penalty: 3268.490967
	Iteration 5F: 3 clusters Score -1141164 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1142282.625000 Penalty: 3268.490967
	Iteration 6F: 3 clusters Score -1142283 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1143319.750000 Penalty: 3268.490967
	Iteration 7F: 3 clusters Score -1143320 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1144103.000000 Penalty: 3268.490967
	Iteration 8Q: 3 clusters Score -1144103 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1144599.875000 Penalty: 3268.490967
	Iteration 9Q: 3 clusters Score -1144600 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1144884.500000 Penalty: 3268.490967
	Iteration 10Q: 3 clusters Score -1144884 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1145044.750000 Penalty: 3268.490967
	Iteration 11Q: 3 clusters Score -1145045 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1145173.500000 Penalty: 3268.490967
	Iteration 12Q: 3 clusters Score -1145174 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1145258.125000 Penalty: 3268.490967
	Iteration 13Q: 3 clusters Score -1145258 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1145318.500000 Penalty: 3268.490967
	Iteration 14Q: 3 clusters Score -1145318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1145372.250000 Penalty: 3268.490967
	Iteration 15Q: 3 clusters Score -1145372 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1145423.250000 Penalty: 3268.490967
	Iteration 16Q: 3 clusters Score -1145423 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1145468.375000 Penalty: 3268.490967
	Iteration 17Q: 3 clusters Score -1145468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1145497.875000 Penalty: 3268.490967
	Iteration 18Q: 3 clusters Score -1145498 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1145535.500000 Penalty: 3268.490967
	Iteration 19Q: 3 clusters Score -1145536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1145570.875000 Penalty: 3268.490967
	Iteration 20F: 3 clusters Score -1145571 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1145612.500000 Penalty: 3268.490967
	Iteration 21Q: 3 clusters Score -1145612 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1145652.500000 Penalty: 3268.490967
	Iteration 22Q: 3 clusters Score -1145652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1145682.250000 Penalty: 3268.490967
	Iteration 23Q: 3 clusters Score -1145682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1145712.750000 Penalty: 3268.490967
	Iteration 24Q: 3 clusters Score -1145713 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1145741.375000 Penalty: 3268.490967
	Iteration 25Q: 3 clusters Score -1145741 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1145762.500000 Penalty: 3268.490967
	Iteration 26Q: 3 clusters Score -1145762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1145795.250000 Penalty: 3268.490967
	Iteration 27Q: 3 clusters Score -1145795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1145820.625000 Penalty: 3268.490967
	Iteration 28Q: 3 clusters Score -1145821 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1145842.375000 Penalty: 3268.490967
	Iteration 29Q: 3 clusters Score -1145842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1145869.375000 Penalty: 3268.490967
	Iteration 30Q: 3 clusters Score -1145869 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1145895.000000 Penalty: 3268.490967
	Iteration 31Q: 3 clusters Score -1145895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1145915.000000 Penalty: 3268.490967
	Iteration 32Q: 3 clusters Score -1145915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1145933.875000 Penalty: 3268.490967
	Iteration 33Q: 3 clusters Score -1145934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1145945.125000 Penalty: 3268.490967
	Iteration 34Q: 3 clusters Score -1145945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1145967.625000 Penalty: 3268.490967
	Iteration 35Q: 3 clusters Score -1145968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1145989.875000 Penalty: 3268.490967
	Iteration 36Q: 3 clusters Score -1145990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1146006.500000 Penalty: 3268.490967
	Iteration 37Q: 3 clusters Score -1146006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1146020.000000 Penalty: 3268.490967
	Iteration 38Q: 3 clusters Score -1146020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1146027.500000 Penalty: 3268.490967
	Iteration 39Q: 3 clusters Score -1146028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1146030.375000 Penalty: 3268.490967
	Iteration 40F: 3 clusters Score -1146030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1146044.750000 Penalty: 3268.490967
	Iteration 41Q: 3 clusters Score -1146045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1146047.625000 Penalty: 3268.490967
	Iteration 42Q: 3 clusters Score -1146048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1146055.875000 Penalty: 3268.490967
	Iteration 43Q: 3 clusters Score -1146056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1146064.625000 Penalty: 3268.490967
	Iteration 44Q: 3 clusters Score -1146065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1146070.375000 Penalty: 3268.490967
	Iteration 45Q: 3 clusters Score -1146070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1146073.625000 Penalty: 3268.490967
	Iteration 46Q: 3 clusters Score -1146074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1146083.500000 Penalty: 3268.490967
	Iteration 47Q: 3 clusters Score -1146084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1146087.875000 Penalty: 3268.490967
	Iteration 48Q: 3 clusters Score -1146088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1146094.625000 Penalty: 3268.490967
	Iteration 49Q: 3 clusters Score -1146095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1146102.000000 Penalty: 3268.490967
	Iteration 50Q: 3 clusters Score -1146102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1146107.250000 Penalty: 3268.490967
	Iteration 51Q: 3 clusters Score -1146107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1146111.000000 Penalty: 3268.490967
	Iteration 52Q: 3 clusters Score -1146111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1146116.875000 Penalty: 3268.490967
	Iteration 53Q: 3 clusters Score -1146117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1146121.250000 Penalty: 3268.490967
	Iteration 54Q: 3 clusters Score -1146121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1146124.625000 Penalty: 3268.490967
	Iteration 55Q: 3 clusters Score -1146125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1146131.375000 Penalty: 3268.490967
	Iteration 56Q: 3 clusters Score -1146131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1146134.375000 Penalty: 3268.490967
	Iteration 57Q: 3 clusters Score -1146134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1146138.375000 Penalty: 3268.490967
	Iteration 58Q: 3 clusters Score -1146138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1146140.750000 Penalty: 3268.490967
	Iteration 59Q: 3 clusters Score -1146141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1146141.625000 Penalty: 3268.490967
	Iteration 60F: 3 clusters Score -1146142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1146147.250000 Penalty: 3268.490967
	Iteration 61Q: 3 clusters Score -1146147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1146147.625000 Penalty: 3268.490967
	Iteration 62Q: 3 clusters Score -1146148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1146154.375000 Penalty: 3268.490967
	Iteration 63Q: 3 clusters Score -1146154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1146154.500000 Penalty: 3268.490967
	Iteration 64Q: 3 clusters Score -1146154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1146155.000000 Penalty: 3268.490967
	Iteration 65Q: 3 clusters Score -1146155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1146161.375000 Penalty: 3268.490967
	Iteration 66Q: 3 clusters Score -1146161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1146161.750000 Penalty: 3268.490967
	Iteration 67Q: 3 clusters Score -1146162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1146168.125000 Penalty: 3268.490967
	Iteration 68Q: 3 clusters Score -1146168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1146173.125000 Penalty: 3268.490967
	Iteration 69Q: 3 clusters Score -1146173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1146177.125000 Penalty: 3268.490967
	Iteration 70Q: 3 clusters Score -1146177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1146181.375000 Penalty: 3268.490967
	Iteration 71Q: 3 clusters Score -1146181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1146183.875000 Penalty: 3268.490967
	Iteration 72Q: 3 clusters Score -1146184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1146186.750000 Penalty: 3268.490967
	Iteration 73Q: 3 clusters Score -1146187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1146193.125000 Penalty: 3268.490967
	Iteration 74Q: 3 clusters Score -1146193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1146200.625000 Penalty: 3268.490967
	Iteration 75Q: 3 clusters Score -1146201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1146204.500000 Penalty: 3268.490967
	Iteration 76Q: 3 clusters Score -1146204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1146205.625000 Penalty: 3268.490967
	Iteration 77Q: 3 clusters Score -1146206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1146209.000000 Penalty: 3268.490967
	Iteration 78Q: 3 clusters Score -1146209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1146212.000000 Penalty: 3268.490967
	Iteration 79Q: 3 clusters Score -1146212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1146211.750000 Penalty: 3268.490967
	Iteration 80F: 3 clusters Score -1146212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1146215.625000 Penalty: 3268.490967
	Iteration 81Q: 3 clusters Score -1146216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1146217.000000 Penalty: 3268.490967
	Iteration 82Q: 3 clusters Score -1146217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1146217.875000 Penalty: 3268.490967
	Iteration 83Q: 3 clusters Score -1146218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1146223.625000 Penalty: 3268.490967
	Iteration 84Q: 3 clusters Score -1146224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1146227.375000 Penalty: 3268.490967
	Iteration 85Q: 3 clusters Score -1146227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1146233.125000 Penalty: 3268.490967
	Iteration 86Q: 3 clusters Score -1146233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1146235.875000 Penalty: 3268.490967
	Iteration 87Q: 3 clusters Score -1146236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1146241.500000 Penalty: 3268.490967
	Iteration 88Q: 3 clusters Score -1146242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1146242.000000 Penalty: 3268.490967
	Iteration 89Q: 3 clusters Score -1146242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1146242.000000 Penalty: 3268.490967
	Iteration 90Q: 3 clusters Score -1146242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1146243.625000 Penalty: 3268.490967
	Iteration 91Q: 3 clusters Score -1146244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1146243.125000 Penalty: 3268.490967
	Iteration 92Q: 3 clusters Score -1146243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1146243.500000 Penalty: 3268.490967
	Iteration 93Q: 3 clusters Score -1146244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1146246.875000 Penalty: 3268.490967
	Iteration 94Q: 3 clusters Score -1146247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1146249.625000 Penalty: 3268.490967
	Iteration 95Q: 3 clusters Score -1146250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1146250.875000 Penalty: 3268.490967
	Iteration 96Q: 3 clusters Score -1146251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1146250.875000 Penalty: 3268.490967
	Iteration 97Q: 3 clusters Score -1146251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1146250.500000 Penalty: 3268.490967
	Iteration 98Q: 3 clusters Score -1146250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1146250.500000 Penalty: 3268.490967
	Iteration 99F: 3 clusters Score -1146250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -394843.812500 Penalty: 1461.895630
	Iteration 0F: 2 clusters Score -394843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -388844.468750 Penalty: 2923.791260
	Iteration 0F: 3 clusters Score -388844.5 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -390720.031250 Penalty: 2923.791260
	Iteration 1F: 3 clusters Score -390720 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -390945.093750 Penalty: 2923.791260
	Iteration 2F: 3 clusters Score -390945.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -391139.937500 Penalty: 2923.791260
	Iteration 3F: 3 clusters Score -391139.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -391346.437500 Penalty: 2923.791260
	Iteration 4Q: 3 clusters Score -391346.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -391571.937500 Penalty: 2923.791260
	Iteration 5Q: 3 clusters Score -391571.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -391865.500000 Penalty: 2923.791260
	Iteration 6F: 3 clusters Score -391865.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -392210.531250 Penalty: 2923.791260
	Iteration 7F: 3 clusters Score -392210.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -392572.437500 Penalty: 2923.791260
	Iteration 8F: 3 clusters Score -392572.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -392941.000000 Penalty: 2923.791260
	Iteration 9F: 3 clusters Score -392941 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -393230.187500 Penalty: 2923.791260
	Iteration 10Q: 3 clusters Score -393230.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -393399.062500 Penalty: 2923.791260
	Iteration 11Q: 3 clusters Score -393399.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -393487.718750 Penalty: 2923.791260
	Iteration 12Q: 3 clusters Score -393487.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -393545.718750 Penalty: 2923.791260
	Iteration 13Q: 3 clusters Score -393545.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -393578.625000 Penalty: 2923.791260
	Iteration 14Q: 3 clusters Score -393578.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -393605.125000 Penalty: 2923.791260
	Iteration 15Q: 3 clusters Score -393605.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -393625.468750 Penalty: 2923.791260
	Iteration 16Q: 3 clusters Score -393625.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -393645.250000 Penalty: 2923.791260
	Iteration 17Q: 3 clusters Score -393645.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -393657.500000 Penalty: 2923.791260
	Iteration 18Q: 3 clusters Score -393657.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -393668.968750 Penalty: 2923.791260
	Iteration 19Q: 3 clusters Score -393669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -393680.375000 Penalty: 2923.791260
	Iteration 20F: 3 clusters Score -393680.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -393683.875000 Penalty: 2923.791260
	Iteration 21Q: 3 clusters Score -393683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -393685.406250 Penalty: 2923.791260
	Iteration 22Q: 3 clusters Score -393685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -393687.562500 Penalty: 2923.791260
	Iteration 23Q: 3 clusters Score -393687.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -393690.625000 Penalty: 2923.791260
	Iteration 24Q: 3 clusters Score -393690.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -393693.781250 Penalty: 2923.791260
	Iteration 25Q: 3 clusters Score -393693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -393694.156250 Penalty: 2923.791260
	Iteration 26Q: 3 clusters Score -393694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -393697.000000 Penalty: 2923.791260
	Iteration 27Q: 3 clusters Score -393697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -393698.812500 Penalty: 2923.791260
	Iteration 28Q: 3 clusters Score -393698.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -393700.593750 Penalty: 2923.791260
	Iteration 29Q: 3 clusters Score -393700.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -393703.156250 Penalty: 2923.791260
	Iteration 30Q: 3 clusters Score -393703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -393704.531250 Penalty: 2923.791260
	Iteration 31Q: 3 clusters Score -393704.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -393706.125000 Penalty: 2923.791260
	Iteration 32Q: 3 clusters Score -393706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -393708.375000 Penalty: 2923.791260
	Iteration 33Q: 3 clusters Score -393708.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -393710.187500 Penalty: 2923.791260
	Iteration 34Q: 3 clusters Score -393710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -393713.000000 Penalty: 2923.791260
	Iteration 35Q: 3 clusters Score -393713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -393714.718750 Penalty: 2923.791260
	Iteration 36Q: 3 clusters Score -393714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -393715.812500 Penalty: 2923.791260
	Iteration 37Q: 3 clusters Score -393715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -393716.437500 Penalty: 2923.791260
	Iteration 38Q: 3 clusters Score -393716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -393716.718750 Penalty: 2923.791260
	Iteration 39Q: 3 clusters Score -393716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -393716.625000 Penalty: 2923.791260
	Iteration 40F: 3 clusters Score -393716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -393716.468750 Penalty: 2923.791260
	Iteration 41Q: 3 clusters Score -393716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -393717.281250 Penalty: 2923.791260
	Iteration 42Q: 3 clusters Score -393717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -393716.968750 Penalty: 2923.791260
	Iteration 43Q: 3 clusters Score -393717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -393716.968750 Penalty: 2923.791260
	Iteration 44F: 3 clusters Score -393717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (270881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270881 members 
Entering Unmasked Estep 
Score: -12847354.000000 Penalty: 2032.783081
	Iteration 0F: 2 clusters Score -1.284735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -12664477.000000 Penalty: 4065.566162
	Iteration 0F: 3 clusters Score -1.266448e+07 nChanged 131910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127963 members 
Mstep: Class 2 contains 142918 members 
Entering Unmasked Estep 
Score: -12744488.000000 Penalty: 4065.566162
	Iteration 1F: 3 clusters Score -1.274449e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -12747091.000000 Penalty: 4065.566162
	Iteration 2Q: 3 clusters Score -1.274709e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116819 members 
Mstep: Class 2 contains 154062 members 
Entering Unmasked Estep 
Score: -12751115.000000 Penalty: 4065.566162
	Iteration 3Q: 3 clusters Score -1.275112e+07 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -12757187.000000 Penalty: 4065.566162
	Iteration 4Q: 3 clusters Score -1.275719e+07 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -12767183.000000 Penalty: 4065.566162
	Iteration 5F: 3 clusters Score -1.276718e+07 nChanged 19274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 195284 members 
Entering Unmasked Estep 
Score: -12780858.000000 Penalty: 4065.566162
	Iteration 6F: 3 clusters Score -1.278086e+07 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 213922 members 
Entering Unmasked Estep 
Score: -12797236.000000 Penalty: 4065.566162
	Iteration 7F: 3 clusters Score -1.279724e+07 nChanged 17602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 230884 members 
Entering Unmasked Estep 
Score: -12812685.000000 Penalty: 4065.566162
	Iteration 8F: 3 clusters Score -1.281268e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 243998 members 
Entering Unmasked Estep 
Score: -12824657.000000 Penalty: 4065.566162
	Iteration 9Q: 3 clusters Score -1.282466e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 252966 members 
Entering Unmasked Estep 
Score: -12832657.000000 Penalty: 4065.566162
	Iteration 10Q: 3 clusters Score -1.283266e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 258586 members 
Entering Unmasked Estep 
Score: -12837498.000000 Penalty: 4065.566162
	Iteration 11Q: 3 clusters Score -1.28375e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 261994 members 
Entering Unmasked Estep 
Score: -12840112.000000 Penalty: 4065.566162
	Iteration 12Q: 3 clusters Score -1.284011e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 264278 members 
Entering Unmasked Estep 
Score: -12841802.000000 Penalty: 4065.566162
	Iteration 13Q: 3 clusters Score -1.28418e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 265964 members 
Entering Unmasked Estep 
Score: -12842988.000000 Penalty: 4065.566162
	Iteration 14Q: 3 clusters Score -1.284299e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 267225 members 
Entering Unmasked Estep 
Score: -12843840.000000 Penalty: 4065.566162
	Iteration 15Q: 3 clusters Score -1.284384e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 268152 members 
Entering Unmasked Estep 
Score: -12844436.000000 Penalty: 4065.566162
	Iteration 16Q: 3 clusters Score -1.284444e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 268784 members 
Entering Unmasked Estep 
Score: -12844761.000000 Penalty: 4065.566162
	Iteration 17Q: 3 clusters Score -1.284476e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 269209 members 
Entering Unmasked Estep 
Score: -12844969.000000 Penalty: 4065.566162
	Iteration 18Q: 3 clusters Score -1.284497e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 269518 members 
Entering Unmasked Estep 
Score: -12845151.000000 Penalty: 4065.566162
	Iteration 19Q: 3 clusters Score -1.284515e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 269722 members 
Entering Unmasked Estep 
Score: -12845233.000000 Penalty: 4065.566162
	Iteration 20F: 3 clusters Score -1.284523e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 269882 members 
Entering Unmasked Estep 
Score: -12845325.000000 Penalty: 4065.566162
	Iteration 21Q: 3 clusters Score -1.284532e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 269998 members 
Entering Unmasked Estep 
Score: -12845411.000000 Penalty: 4065.566162
	Iteration 22Q: 3 clusters Score -1.284541e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 270080 members 
Entering Unmasked Estep 
Score: -12845460.000000 Penalty: 4065.566162
	Iteration 23Q: 3 clusters Score -1.284546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 270128 members 
Entering Unmasked Estep 
Score: -12845499.000000 Penalty: 4065.566162
	Iteration 24Q: 3 clusters Score -1.28455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 270158 members 
Entering Unmasked Estep 
Score: -12845511.000000 Penalty: 4065.566162
	Iteration 25Q: 3 clusters Score -1.284551e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 270184 members 
Entering Unmasked Estep 
Score: -12845520.000000 Penalty: 4065.566162
	Iteration 26Q: 3 clusters Score -1.284552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 270210 members 
Entering Unmasked Estep 
Score: -12845536.000000 Penalty: 4065.566162
	Iteration 27Q: 3 clusters Score -1.284554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 270232 members 
Entering Unmasked Estep 
Score: -12845552.000000 Penalty: 4065.566162
	Iteration 28Q: 3 clusters Score -1.284555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 270244 members 
Entering Unmasked Estep 
Score: -12845560.000000 Penalty: 4065.566162
	Iteration 29Q: 3 clusters Score -1.284556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 270252 members 
Entering Unmasked Estep 
Score: -12845565.000000 Penalty: 4065.566162
	Iteration 30Q: 3 clusters Score -1.284556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 270260 members 
Entering Unmasked Estep 
Score: -12845575.000000 Penalty: 4065.566162
	Iteration 31Q: 3 clusters Score -1.284558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 270267 members 
Entering Unmasked Estep 
Score: -12845564.000000 Penalty: 4065.566162
	Iteration 32Q: 3 clusters Score -1.284556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 270273 members 
Entering Unmasked Estep 
Score: -12845570.000000 Penalty: 4065.566162
	Iteration 33Q: 3 clusters Score -1.284557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 270275 members 
Entering Unmasked Estep 
Score: -12845575.000000 Penalty: 4065.566162
	Iteration 34Q: 3 clusters Score -1.284558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 270276 members 
Entering Unmasked Estep 
Score: -12845575.000000 Penalty: 4065.566162
	Iteration 35Q: 3 clusters Score -1.284558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 270277 members 
Entering Unmasked Estep 
Score: -12845570.000000 Penalty: 4065.566162
	Iteration 36Q: 3 clusters Score -1.284557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 270277 members 
Entering Unmasked Estep 
Score: -12845570.000000 Penalty: 4065.566162
	Iteration 37F: 3 clusters Score -1.284557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -263654.875000 Penalty: 1395.159790
	Iteration 0F: 2 clusters Score -263654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -259501.171875 Penalty: 2790.319580
	Iteration 0F: 3 clusters Score -259501.2 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -260647.593750 Penalty: 2790.319580
	Iteration 1F: 3 clusters Score -260647.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -260852.296875 Penalty: 2790.319580
	Iteration 2F: 3 clusters Score -260852.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -261009.984375 Penalty: 2790.319580
	Iteration 3F: 3 clusters Score -261010 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -261158.593750 Penalty: 2790.319580
	Iteration 4Q: 3 clusters Score -261158.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -261274.562500 Penalty: 2790.319580
	Iteration 5Q: 3 clusters Score -261274.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -261398.906250 Penalty: 2790.319580
	Iteration 6Q: 3 clusters Score -261398.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -261521.562500 Penalty: 2790.319580
	Iteration 7Q: 3 clusters Score -261521.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -261683.656250 Penalty: 2790.319580
	Iteration 8Q: 3 clusters Score -261683.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -261838.390625 Penalty: 2790.319580
	Iteration 9Q: 3 clusters Score -261838.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -261981.312500 Penalty: 2790.319580
	Iteration 10Q: 3 clusters Score -261981.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -262091.765625 Penalty: 2790.319580
	Iteration 11Q: 3 clusters Score -262091.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -262171.437500 Penalty: 2790.319580
	Iteration 12Q: 3 clusters Score -262171.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -262218.468750 Penalty: 2790.319580
	Iteration 13Q: 3 clusters Score -262218.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -262258.968750 Penalty: 2790.319580
	Iteration 14Q: 3 clusters Score -262259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -262292.687500 Penalty: 2790.319580
	Iteration 15Q: 3 clusters Score -262292.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -262308.562500 Penalty: 2790.319580
	Iteration 16Q: 3 clusters Score -262308.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -262318.250000 Penalty: 2790.319580
	Iteration 17Q: 3 clusters Score -262318.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -262326.906250 Penalty: 2790.319580
	Iteration 18Q: 3 clusters Score -262326.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -262333.093750 Penalty: 2790.319580
	Iteration 19Q: 3 clusters Score -262333.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -262338.343750 Penalty: 2790.319580
	Iteration 20F: 3 clusters Score -262338.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -262344.000000 Penalty: 2790.319580
	Iteration 21Q: 3 clusters Score -262344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -262350.000000 Penalty: 2790.319580
	Iteration 22Q: 3 clusters Score -262350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -262354.562500 Penalty: 2790.319580
	Iteration 23Q: 3 clusters Score -262354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -262359.250000 Penalty: 2790.319580
	Iteration 24Q: 3 clusters Score -262359.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -262361.125000 Penalty: 2790.319580
	Iteration 25Q: 3 clusters Score -262361.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -262362.468750 Penalty: 2790.319580
	Iteration 26Q: 3 clusters Score -262362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -262364.906250 Penalty: 2790.319580
	Iteration 27Q: 3 clusters Score -262364.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -262368.031250 Penalty: 2790.319580
	Iteration 28Q: 3 clusters Score -262368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -262371.375000 Penalty: 2790.319580
	Iteration 29Q: 3 clusters Score -262371.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -262376.281250 Penalty: 2790.319580
	Iteration 30Q: 3 clusters Score -262376.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -262378.843750 Penalty: 2790.319580
	Iteration 31Q: 3 clusters Score -262378.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -262381.718750 Penalty: 2790.319580
	Iteration 32Q: 3 clusters Score -262381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -262382.718750 Penalty: 2790.319580
	Iteration 33Q: 3 clusters Score -262382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -262384.718750 Penalty: 2790.319580
	Iteration 34Q: 3 clusters Score -262384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -262386.312500 Penalty: 2790.319580
	Iteration 35Q: 3 clusters Score -262386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -262388.750000 Penalty: 2790.319580
	Iteration 36Q: 3 clusters Score -262388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -262391.625000 Penalty: 2790.319580
	Iteration 37Q: 3 clusters Score -262391.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -262395.937500 Penalty: 2790.319580
	Iteration 38Q: 3 clusters Score -262395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -262399.812500 Penalty: 2790.319580
	Iteration 39Q: 3 clusters Score -262399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -262405.875000 Penalty: 2790.319580
	Iteration 40F: 3 clusters Score -262405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -262407.781250 Penalty: 2790.319580
	Iteration 41Q: 3 clusters Score -262407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -262409.281250 Penalty: 2790.319580
	Iteration 42Q: 3 clusters Score -262409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -262410.375000 Penalty: 2790.319580
	Iteration 43Q: 3 clusters Score -262410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -262411.406250 Penalty: 2790.319580
	Iteration 44Q: 3 clusters Score -262411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -262412.468750 Penalty: 2790.319580
	Iteration 45Q: 3 clusters Score -262412.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -262415.125000 Penalty: 2790.319580
	Iteration 46Q: 3 clusters Score -262415.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -262419.000000 Penalty: 2790.319580
	Iteration 47Q: 3 clusters Score -262419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -262422.187500 Penalty: 2790.319580
	Iteration 48Q: 3 clusters Score -262422.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -262425.125000 Penalty: 2790.319580
	Iteration 49Q: 3 clusters Score -262425.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -262427.187500 Penalty: 2790.319580
	Iteration 50Q: 3 clusters Score -262427.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -262429.531250 Penalty: 2790.319580
	Iteration 51Q: 3 clusters Score -262429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -262432.343750 Penalty: 2790.319580
	Iteration 52Q: 3 clusters Score -262432.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -262435.156250 Penalty: 2790.319580
	Iteration 53Q: 3 clusters Score -262435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -262436.906250 Penalty: 2790.319580
	Iteration 54Q: 3 clusters Score -262436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -262438.968750 Penalty: 2790.319580
	Iteration 55Q: 3 clusters Score -262439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -262439.531250 Penalty: 2790.319580
	Iteration 56Q: 3 clusters Score -262439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -262441.000000 Penalty: 2790.319580
	Iteration 57Q: 3 clusters Score -262441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -262442.437500 Penalty: 2790.319580
	Iteration 58Q: 3 clusters Score -262442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -262443.218750 Penalty: 2790.319580
	Iteration 59Q: 3 clusters Score -262443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -262445.656250 Penalty: 2790.319580
	Iteration 60F: 3 clusters Score -262445.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -262447.781250 Penalty: 2790.319580
	Iteration 61Q: 3 clusters Score -262447.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -262449.375000 Penalty: 2790.319580
	Iteration 62Q: 3 clusters Score -262449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -262451.375000 Penalty: 2790.319580
	Iteration 63Q: 3 clusters Score -262451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -262454.437500 Penalty: 2790.319580
	Iteration 64Q: 3 clusters Score -262454.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -262458.375000 Penalty: 2790.319580
	Iteration 65Q: 3 clusters Score -262458.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -262462.218750 Penalty: 2790.319580
	Iteration 66Q: 3 clusters Score -262462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -262463.875000 Penalty: 2790.319580
	Iteration 67Q: 3 clusters Score -262463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -262466.906250 Penalty: 2790.319580
	Iteration 68Q: 3 clusters Score -262466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -262470.000000 Penalty: 2790.319580
	Iteration 69Q: 3 clusters Score -262470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -262471.875000 Penalty: 2790.319580
	Iteration 70Q: 3 clusters Score -262471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -262473.687500 Penalty: 2790.319580
	Iteration 71Q: 3 clusters Score -262473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -262474.312500 Penalty: 2790.319580
	Iteration 72Q: 3 clusters Score -262474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -262473.843750 Penalty: 2790.319580
	Iteration 73Q: 3 clusters Score -262473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -262473.843750 Penalty: 2790.319580
	Iteration 74F: 3 clusters Score -262473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Entering Unmasked Estep 
Score: -5090637.000000 Penalty: 1878.546387
	Iteration 0F: 2 clusters Score -5090637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -5020498.500000 Penalty: 3757.092773
	Iteration 0F: 3 clusters Score -5020498 nChanged 50325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -5050334.000000 Penalty: 3757.092773
	Iteration 1F: 3 clusters Score -5050334 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -5051419.500000 Penalty: 3757.092773
	Iteration 2Q: 3 clusters Score -5051420 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -5052661.000000 Penalty: 3757.092773
	Iteration 3Q: 3 clusters Score -5052661 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -5054210.000000 Penalty: 3757.092773
	Iteration 4Q: 3 clusters Score -5054210 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -5056157.000000 Penalty: 3757.092773
	Iteration 5Q: 3 clusters Score -5056157 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -5058884.000000 Penalty: 3757.092773
	Iteration 6Q: 3 clusters Score -5058884 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -5062612.000000 Penalty: 3757.092773
	Iteration 7F: 3 clusters Score -5062612 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5067374.000000 Penalty: 3757.092773
	Iteration 8F: 3 clusters Score -5067374 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5071669.500000 Penalty: 3757.092773
	Iteration 9F: 3 clusters Score -5071670 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5074324.500000 Penalty: 3757.092773
	Iteration 10Q: 3 clusters Score -5074324 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5075455.500000 Penalty: 3757.092773
	Iteration 11Q: 3 clusters Score -5075456 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -5076207.500000 Penalty: 3757.092773
	Iteration 12Q: 3 clusters Score -5076208 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5076763.000000 Penalty: 3757.092773
	Iteration 13Q: 3 clusters Score -5076763 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -5077334.000000 Penalty: 3757.092773
	Iteration 14Q: 3 clusters Score -5077334 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -5077901.500000 Penalty: 3757.092773
	Iteration 15Q: 3 clusters Score -5077902 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5078501.000000 Penalty: 3757.092773
	Iteration 16Q: 3 clusters Score -5078501 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5079053.500000 Penalty: 3757.092773
	Iteration 17Q: 3 clusters Score -5079054 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5079696.000000 Penalty: 3757.092773
	Iteration 18Q: 3 clusters Score -5079696 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5080350.000000 Penalty: 3757.092773
	Iteration 19Q: 3 clusters Score -5080350 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5081066.500000 Penalty: 3757.092773
	Iteration 20F: 3 clusters Score -5081066 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -5081863.500000 Penalty: 3757.092773
	Iteration 21Q: 3 clusters Score -5081864 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5082581.000000 Penalty: 3757.092773
	Iteration 22Q: 3 clusters Score -5082581 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -5083218.500000 Penalty: 3757.092773
	Iteration 23Q: 3 clusters Score -5083218 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5083832.500000 Penalty: 3757.092773
	Iteration 24Q: 3 clusters Score -5083832 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5084460.000000 Penalty: 3757.092773
	Iteration 25Q: 3 clusters Score -5084460 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -5085100.000000 Penalty: 3757.092773
	Iteration 26Q: 3 clusters Score -5085100 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5085717.500000 Penalty: 3757.092773
	Iteration 27Q: 3 clusters Score -5085718 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -5086295.500000 Penalty: 3757.092773
	Iteration 28Q: 3 clusters Score -5086296 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -5086866.000000 Penalty: 3757.092773
	Iteration 29Q: 3 clusters Score -5086866 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -5087337.500000 Penalty: 3757.092773
	Iteration 30Q: 3 clusters Score -5087338 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -5087799.500000 Penalty: 3757.092773
	Iteration 31Q: 3 clusters Score -5087800 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -5088252.500000 Penalty: 3757.092773
	Iteration 32Q: 3 clusters Score -5088252 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5088625.000000 Penalty: 3757.092773
	Iteration 33Q: 3 clusters Score -5088625 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5088941.500000 Penalty: 3757.092773
	Iteration 34Q: 3 clusters Score -5088942 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5089258.500000 Penalty: 3757.092773
	Iteration 35Q: 3 clusters Score -5089258 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5089612.500000 Penalty: 3757.092773
	Iteration 36Q: 3 clusters Score -5089612 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5089851.500000 Penalty: 3757.092773
	Iteration 37Q: 3 clusters Score -5089852 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5090045.000000 Penalty: 3757.092773
	Iteration 38Q: 3 clusters Score -5090045 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5090190.000000 Penalty: 3757.092773
	Iteration 39Q: 3 clusters Score -5090190 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5090324.000000 Penalty: 3757.092773
	Iteration 40F: 3 clusters Score -5090324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5090447.500000 Penalty: 3757.092773
	Iteration 41Q: 3 clusters Score -5090448 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103337 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5090529.500000 Penalty: 3757.092773
	Iteration 42Q: 3 clusters Score -5090530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5090582.000000 Penalty: 3757.092773
	Iteration 43Q: 3 clusters Score -5090582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103618 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5090615.500000 Penalty: 3757.092773
	Iteration 44Q: 3 clusters Score -5090616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5090645.500000 Penalty: 3757.092773
	Iteration 45Q: 3 clusters Score -5090646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5090679.500000 Penalty: 3757.092773
	Iteration 46Q: 3 clusters Score -5090680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103840 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5090706.500000 Penalty: 3757.092773
	Iteration 47Q: 3 clusters Score -5090706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5090727.000000 Penalty: 3757.092773
	Iteration 48Q: 3 clusters Score -5090727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5090735.000000 Penalty: 3757.092773
	Iteration 49Q: 3 clusters Score -5090735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5090732.000000 Penalty: 3757.092773
	Iteration 50Q: 3 clusters Score -5090732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5090741.500000 Penalty: 3757.092773
	Iteration 51Q: 3 clusters Score -5090742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5090745.500000 Penalty: 3757.092773
	Iteration 52Q: 3 clusters Score -5090746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5090746.500000 Penalty: 3757.092773
	Iteration 53Q: 3 clusters Score -5090746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5090743.000000 Penalty: 3757.092773
	Iteration 54Q: 3 clusters Score -5090743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5090741.000000 Penalty: 3757.092773
	Iteration 55Q: 3 clusters Score -5090741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5090742.500000 Penalty: 3757.092773
	Iteration 56Q: 3 clusters Score -5090742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5090742.500000 Penalty: 3757.092773
	Iteration 57Q: 3 clusters Score -5090742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5090742.000000 Penalty: 3757.092773
	Iteration 58Q: 3 clusters Score -5090742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5090742.000000 Penalty: 3757.092773
	Iteration 59F: 3 clusters Score -5090742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5090740.500000 Penalty: 3757.092773
	Iteration 60F: 3 clusters Score -5090740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5090743.000000 Penalty: 3757.092773
	Iteration 61Q: 3 clusters Score -5090743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5090747.000000 Penalty: 3757.092773
	Iteration 62Q: 3 clusters Score -5090747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5090754.500000 Penalty: 3757.092773
	Iteration 63Q: 3 clusters Score -5090754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5090754.000000 Penalty: 3757.092773
	Iteration 64Q: 3 clusters Score -5090754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5090752.500000 Penalty: 3757.092773
	Iteration 65Q: 3 clusters Score -5090752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5090755.500000 Penalty: 3757.092773
	Iteration 66Q: 3 clusters Score -5090756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5090757.000000 Penalty: 3757.092773
	Iteration 67Q: 3 clusters Score -5090757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5090752.000000 Penalty: 3757.092773
	Iteration 68Q: 3 clusters Score -5090752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5090752.000000 Penalty: 3757.092773
	Iteration 69Q: 3 clusters Score -5090752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5090756.500000 Penalty: 3757.092773
	Iteration 70Q: 3 clusters Score -5090756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5090757.000000 Penalty: 3757.092773
	Iteration 71Q: 3 clusters Score -5090757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5090758.000000 Penalty: 3757.092773
	Iteration 72Q: 3 clusters Score -5090758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5090757.000000 Penalty: 3757.092773
	Iteration 73Q: 3 clusters Score -5090757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5090758.000000 Penalty: 3757.092773
	Iteration 74Q: 3 clusters Score -5090758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5090762.500000 Penalty: 3757.092773
	Iteration 75Q: 3 clusters Score -5090762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5090760.000000 Penalty: 3757.092773
	Iteration 76Q: 3 clusters Score -5090760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5090755.000000 Penalty: 3757.092773
	Iteration 77Q: 3 clusters Score -5090755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5090757.500000 Penalty: 3757.092773
	Iteration 78Q: 3 clusters Score -5090758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5090757.000000 Penalty: 3757.092773
	Iteration 79Q: 3 clusters Score -5090757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5090757.000000 Penalty: 3757.092773
	Iteration 80F: 3 clusters Score -5090757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5090762.500000 Penalty: 3757.092773
	Iteration 81Q: 3 clusters Score -5090762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5090764.500000 Penalty: 3757.092773
	Iteration 82Q: 3 clusters Score -5090764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5090769.500000 Penalty: 3757.092773
	Iteration 83Q: 3 clusters Score -5090770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5090769.500000 Penalty: 3757.092773
	Iteration 84F: 3 clusters Score -5090770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 13666 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 284067 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 5996 members 
Mstep: Class 9 contains 74494 members 
Mstep: Class 12 contains 23316 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 270881 members 
Mstep: Class 18 contains 5354 members 
Mstep: Class 19 contains 104025 members 
Entering Unmasked Estep 
Score: -37509808.000000 Penalty: 30942.656250
Splitting cluster 19 changes total score from -37509872.000000 to -37509808.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 13666 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 284067 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 5996 members 
Mstep: Class 9 contains 74494 members 
Mstep: Class 12 contains 23316 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 270881 members 
Mstep: Class 18 contains 5354 members 
Mstep: Class 19 contains 104850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37510304.000000 Penalty: 28732.466797
Iteration 39Q: 14 clusters Score -3.75103e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 4 contains 13607 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 282993 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 73977 members 
Mstep: Class 12 contains 23198 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 273195 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 104467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37510888.000000 Penalty: 28732.466797
Iteration 40F: 14 clusters Score -3.751089e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 3 contains 1564 members 
Mstep: Class 4 contains 13448 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 281887 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 8 contains 6229 members 
Mstep: Class 9 contains 73479 members 
Mstep: Class 12 contains 23060 members 
Mstep: Class 15 contains 7644 members 
Mstep: Class 16 contains 275307 members 
Mstep: Class 18 contains 5641 members 
Mstep: Class 19 contains 104115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37511340.000000 Penalty: 28732.466797
Iteration 41Q: 14 clusters Score -3.751134e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 13290 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 280791 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 9 contains 73044 members 
Mstep: Class 12 contains 22907 members 
Mstep: Class 15 contains 7466 members 
Mstep: Class 16 contains 277365 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 103769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37511680.000000 Penalty: 28732.466797
Iteration 42Q: 14 clusters Score -3.751168e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 279757 members 
Mstep: Class 7 contains 8529 members 
Mstep: Class 8 contains 6556 members 
Mstep: Class 9 contains 72636 members 
Mstep: Class 12 contains 22730 members 
Mstep: Class 15 contains 7318 members 
Mstep: Class 16 contains 279296 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 103464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37512372.000000 Penalty: 28732.466797
Iteration 43Q: 14 clusters Score -3.751237e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 3134 members 
Mstep: Class 6 contains 278763 members 
Mstep: Class 7 contains 8524 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 72203 members 
Mstep: Class 12 contains 22538 members 
Mstep: Class 15 contains 7186 members 
Mstep: Class 16 contains 281207 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 103190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37512536.000000 Penalty: 28732.466797
Iteration 44Q: 14 clusters Score -3.751254e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 12871 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 277821 members 
Mstep: Class 7 contains 8510 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 71818 members 
Mstep: Class 12 contains 22377 members 
Mstep: Class 15 contains 7071 members 
Mstep: Class 16 contains 283004 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 19 contains 102917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37512828.000000 Penalty: 28732.466797
Iteration 45Q: 14 clusters Score -3.751283e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 12718 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 276949 members 
Mstep: Class 7 contains 8482 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 9 contains 71436 members 
Mstep: Class 12 contains 22204 members 
Mstep: Class 15 contains 6975 members 
Mstep: Class 16 contains 284770 members 
Mstep: Class 18 contains 6223 members 
Mstep: Class 19 contains 102664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513156.000000 Penalty: 28732.466797
Iteration 46Q: 14 clusters Score -3.751316e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 12562 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 276073 members 
Mstep: Class 7 contains 8459 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 71094 members 
Mstep: Class 12 contains 22057 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 286415 members 
Mstep: Class 18 contains 6276 members 
Mstep: Class 19 contains 102446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513372.000000 Penalty: 28732.466797
Iteration 47Q: 14 clusters Score -3.751337e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 12421 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 275213 members 
Mstep: Class 7 contains 8443 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 70780 members 
Mstep: Class 12 contains 21899 members 
Mstep: Class 15 contains 6827 members 
Mstep: Class 16 contains 288012 members 
Mstep: Class 18 contains 6328 members 
Mstep: Class 19 contains 102245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513452.000000 Penalty: 28732.466797
Iteration 48Q: 14 clusters Score -3.751345e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 3169 members 
Mstep: Class 6 contains 274409 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 70473 members 
Mstep: Class 12 contains 21768 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 289564 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 102016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513508.000000 Penalty: 28732.466797
Iteration 49Q: 14 clusters Score -3.751351e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 273605 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 70153 members 
Mstep: Class 12 contains 21626 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 291123 members 
Mstep: Class 18 contains 6402 members 
Mstep: Class 19 contains 101804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513676.000000 Penalty: 28732.466797
Iteration 50Q: 14 clusters Score -3.751368e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 12034 members 
Mstep: Class 5 contains 3177 members 
Mstep: Class 6 contains 272831 members 
Mstep: Class 7 contains 8395 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 69864 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 15 contains 6651 members 
Mstep: Class 16 contains 292657 members 
Mstep: Class 18 contains 6431 members 
Mstep: Class 19 contains 101566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513896.000000 Penalty: 28732.466797
Iteration 51Q: 14 clusters Score -3.75139e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 272097 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 7644 members 
Mstep: Class 9 contains 69608 members 
Mstep: Class 12 contains 21324 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 294126 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 101347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513932.000000 Penalty: 28732.466797
Iteration 52Q: 14 clusters Score -3.751393e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 271431 members 
Mstep: Class 7 contains 8344 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 69360 members 
Mstep: Class 12 contains 21155 members 
Mstep: Class 15 contains 6555 members 
Mstep: Class 16 contains 295525 members 
Mstep: Class 18 contains 6463 members 
Mstep: Class 19 contains 101131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514124.000000 Penalty: 28732.466797
Iteration 53Q: 14 clusters Score -3.751412e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 270794 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 69123 members 
Mstep: Class 12 contains 20996 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 296875 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 100930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514228.000000 Penalty: 28732.466797
Iteration 54Q: 14 clusters Score -3.751423e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 270139 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 68893 members 
Mstep: Class 12 contains 20816 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 298201 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 100757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2205.067627 but Gain 2210.189453
Score: -37514236.000000 Penalty: 26522.277344
Iteration 55Q: 13 clusters Score -3.751424e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 269785 members 
Mstep: Class 7 contains 8270 members 
Mstep: Class 8 contains 7777 members 
Mstep: Class 9 contains 68658 members 
Mstep: Class 12 contains 20640 members 
Mstep: Class 15 contains 6464 members 
Mstep: Class 16 contains 300550 members 
Mstep: Class 18 contains 6482 members 
Mstep: Class 19 contains 100635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37515968.000000 Penalty: 26522.277344
Iteration 56Q: 13 clusters Score -3.751597e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 4 contains 11630 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 268997 members 
Mstep: Class 7 contains 8242 members 
Mstep: Class 8 contains 7806 members 
Mstep: Class 9 contains 68431 members 
Mstep: Class 12 contains 20476 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 302057 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 19 contains 100387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516148.000000 Penalty: 26522.277344
Iteration 57Q: 13 clusters Score -3.751615e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 4 contains 11592 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 268281 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 68239 members 
Mstep: Class 12 contains 20321 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 303423 members 
Mstep: Class 18 contains 6491 members 
Mstep: Class 19 contains 100155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516352.000000 Penalty: 26522.277344
Iteration 58Q: 13 clusters Score -3.751635e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 4 contains 11564 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 267531 members 
Mstep: Class 7 contains 8186 members 
Mstep: Class 8 contains 7816 members 
Mstep: Class 9 contains 68035 members 
Mstep: Class 12 contains 20170 members 
Mstep: Class 15 contains 6385 members 
Mstep: Class 16 contains 304783 members 
Mstep: Class 18 contains 6500 members 
Mstep: Class 19 contains 99957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516392.000000 Penalty: 26522.277344
Iteration 59Q: 13 clusters Score -3.751639e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 4 contains 11549 members 
Mstep: Class 5 contains 3225 members 
Mstep: Class 6 contains 266832 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 7809 members 
Mstep: Class 9 contains 67843 members 
Mstep: Class 12 contains 19997 members 
Mstep: Class 15 contains 6369 members 
Mstep: Class 16 contains 306131 members 
Mstep: Class 18 contains 6501 members 
Mstep: Class 19 contains 99743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516480.000000 Penalty: 26522.277344
Iteration 60F: 13 clusters Score -3.751648e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 4 contains 11495 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 266205 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 8 contains 7845 members 
Mstep: Class 9 contains 67657 members 
Mstep: Class 12 contains 19816 members 
Mstep: Class 15 contains 6362 members 
Mstep: Class 16 contains 307372 members 
Mstep: Class 18 contains 6509 members 
Mstep: Class 19 contains 99541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516596.000000 Penalty: 26522.277344
Iteration 61Q: 13 clusters Score -3.75166e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 4 contains 11457 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 265571 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 7866 members 
Mstep: Class 9 contains 67487 members 
Mstep: Class 12 contains 19646 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 308608 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 99342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516588.000000 Penalty: 26522.277344
Iteration 62Q: 13 clusters Score -3.751659e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3244 members 
Mstep: Class 6 contains 264996 members 
Mstep: Class 7 contains 8065 members 
Mstep: Class 8 contains 7880 members 
Mstep: Class 9 contains 67305 members 
Mstep: Class 12 contains 19459 members 
Mstep: Class 15 contains 6323 members 
Mstep: Class 16 contains 309786 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 99153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 13 clusters Score -3.751663e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 4 contains 11423 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 264389 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 67129 members 
Mstep: Class 12 contains 19301 members 
Mstep: Class 15 contains 6301 members 
Mstep: Class 16 contains 310935 members 
Mstep: Class 18 contains 6505 members 
Mstep: Class 19 contains 98980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516696.000000 Penalty: 26522.277344
Iteration 64Q: 13 clusters Score -3.75167e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 4 contains 11403 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 263809 members 
Mstep: Class 7 contains 8014 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 66959 members 
Mstep: Class 12 contains 19142 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 312087 members 
Mstep: Class 18 contains 6507 members 
Mstep: Class 19 contains 98793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516832.000000 Penalty: 26522.277344
Iteration 65Q: 13 clusters Score -3.751683e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 4 contains 11389 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 263237 members 
Mstep: Class 7 contains 7984 members 
Mstep: Class 8 contains 7908 members 
Mstep: Class 9 contains 66778 members 
Mstep: Class 12 contains 18982 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 313221 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 98622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516924.000000 Penalty: 26522.277344
Iteration 66Q: 13 clusters Score -3.751692e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 4 contains 11378 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 262703 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 7915 members 
Mstep: Class 9 contains 66592 members 
Mstep: Class 12 contains 18825 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 314322 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 98434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516968.000000 Penalty: 26522.277344
Iteration 67Q: 13 clusters Score -3.751697e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 4 contains 11365 members 
Mstep: Class 5 contains 3296 members 
Mstep: Class 6 contains 262186 members 
Mstep: Class 7 contains 7938 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 66395 members 
Mstep: Class 12 contains 18670 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 16 contains 315428 members 
Mstep: Class 18 contains 6498 members 
Mstep: Class 19 contains 98251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517048.000000 Penalty: 26522.277344
Iteration 68Q: 13 clusters Score -3.751705e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 261672 members 
Mstep: Class 7 contains 7914 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 66196 members 
Mstep: Class 12 contains 18558 members 
Mstep: Class 15 contains 6185 members 
Mstep: Class 16 contains 316469 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 19 contains 98092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517036.000000 Penalty: 26522.277344
Iteration 69Q: 13 clusters Score -3.751704e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 4 contains 11355 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 261194 members 
Mstep: Class 7 contains 7885 members 
Mstep: Class 8 contains 7899 members 
Mstep: Class 9 contains 65976 members 
Mstep: Class 12 contains 18444 members 
Mstep: Class 15 contains 6168 members 
Mstep: Class 16 contains 317509 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 97922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517036.000000 Penalty: 26522.277344
Iteration 70Q: 13 clusters Score -3.751704e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 4 contains 11353 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 6 contains 260734 members 
Mstep: Class 7 contains 7859 members 
Mstep: Class 8 contains 7895 members 
Mstep: Class 9 contains 65773 members 
Mstep: Class 12 contains 18326 members 
Mstep: Class 15 contains 6151 members 
Mstep: Class 16 contains 318503 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 97758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 13 clusters Score -3.751708e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 4 contains 11356 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 260292 members 
Mstep: Class 7 contains 7834 members 
Mstep: Class 8 contains 7885 members 
Mstep: Class 9 contains 65570 members 
Mstep: Class 12 contains 18202 members 
Mstep: Class 15 contains 6137 members 
Mstep: Class 16 contains 319474 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 97606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517116.000000 Penalty: 26522.277344
Iteration 72Q: 13 clusters Score -3.751712e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 4 contains 11360 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 259878 members 
Mstep: Class 7 contains 7807 members 
Mstep: Class 8 contains 7880 members 
Mstep: Class 9 contains 65381 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 15 contains 6131 members 
Mstep: Class 16 contains 320386 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 97476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517260.000000 Penalty: 26522.277344
Iteration 73Q: 13 clusters Score -3.751726e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 259479 members 
Mstep: Class 7 contains 7779 members 
Mstep: Class 8 contains 7871 members 
Mstep: Class 9 contains 65188 members 
Mstep: Class 12 contains 17937 members 
Mstep: Class 15 contains 6125 members 
Mstep: Class 16 contains 321316 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 97327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517340.000000 Penalty: 26522.277344
Iteration 74Q: 13 clusters Score -3.751734e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 259100 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 7861 members 
Mstep: Class 9 contains 65011 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 15 contains 6120 members 
Mstep: Class 16 contains 322224 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 97170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517440.000000 Penalty: 26522.277344
Iteration 75Q: 13 clusters Score -3.751744e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 258705 members 
Mstep: Class 7 contains 7700 members 
Mstep: Class 8 contains 7852 members 
Mstep: Class 9 contains 64839 members 
Mstep: Class 12 contains 17652 members 
Mstep: Class 15 contains 6113 members 
Mstep: Class 16 contains 323138 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 19 contains 97011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517512.000000 Penalty: 26522.277344
Iteration 76Q: 13 clusters Score -3.751751e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 3336 members 
Mstep: Class 6 contains 258345 members 
Mstep: Class 7 contains 7667 members 
Mstep: Class 8 contains 7847 members 
Mstep: Class 9 contains 64671 members 
Mstep: Class 12 contains 17521 members 
Mstep: Class 15 contains 6108 members 
Mstep: Class 16 contains 323965 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 96867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517628.000000 Penalty: 26522.277344
Iteration 77Q: 13 clusters Score -3.751763e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 3336 members 
Mstep: Class 6 contains 258006 members 
Mstep: Class 7 contains 7642 members 
Mstep: Class 8 contains 7845 members 
Mstep: Class 9 contains 64496 members 
Mstep: Class 12 contains 17384 members 
Mstep: Class 15 contains 6099 members 
Mstep: Class 16 contains 324795 members 
Mstep: Class 18 contains 6420 members 
Mstep: Class 19 contains 96716 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 13 clusters Score -3.751776e+07 nChanged 1041
Entering ConstructFrom: 
Score: -37517764.000000 Penalty: 26522.277344
Entering ConstructFrom: 
Trying to split cluster 1 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -149785.625000 Penalty: 1300.600830
	Iteration 0F: 2 clusters Score -149785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -147071.406250 Penalty: 2601.201660
	Iteration 0F: 3 clusters Score -147071.4 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -147741.703125 Penalty: 2601.201660
	Iteration 1F: 3 clusters Score -147741.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -147867.328125 Penalty: 2601.201660
	Iteration 2F: 3 clusters Score -147867.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -147946.078125 Penalty: 2601.201660
	Iteration 3F: 3 clusters Score -147946.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -148008.515625 Penalty: 2601.201660
	Iteration 4Q: 3 clusters Score -148008.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -148053.671875 Penalty: 2601.201660
	Iteration 5Q: 3 clusters Score -148053.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -148095.484375 Penalty: 2601.201660
	Iteration 6Q: 3 clusters Score -148095.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -148131.406250 Penalty: 2601.201660
	Iteration 7Q: 3 clusters Score -148131.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -148167.390625 Penalty: 2601.201660
	Iteration 8Q: 3 clusters Score -148167.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -148193.203125 Penalty: 2601.201660
	Iteration 9Q: 3 clusters Score -148193.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -148211.250000 Penalty: 2601.201660
	Iteration 10Q: 3 clusters Score -148211.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -148232.218750 Penalty: 2601.201660
	Iteration 11Q: 3 clusters Score -148232.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -148264.671875 Penalty: 2601.201660
	Iteration 12Q: 3 clusters Score -148264.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -148295.531250 Penalty: 2601.201660
	Iteration 13Q: 3 clusters Score -148295.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -148321.109375 Penalty: 2601.201660
	Iteration 14Q: 3 clusters Score -148321.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148346.484375 Penalty: 2601.201660
	Iteration 15Q: 3 clusters Score -148346.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148373.750000 Penalty: 2601.201660
	Iteration 16Q: 3 clusters Score -148373.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -148405.203125 Penalty: 2601.201660
	Iteration 17Q: 3 clusters Score -148405.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148436.687500 Penalty: 2601.201660
	Iteration 18Q: 3 clusters Score -148436.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -148467.453125 Penalty: 2601.201660
	Iteration 19Q: 3 clusters Score -148467.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -148489.640625 Penalty: 2601.201660
	Iteration 20F: 3 clusters Score -148489.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148514.359375 Penalty: 2601.201660
	Iteration 21Q: 3 clusters Score -148514.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148541.406250 Penalty: 2601.201660
	Iteration 22Q: 3 clusters Score -148541.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -148572.609375 Penalty: 2601.201660
	Iteration 23Q: 3 clusters Score -148572.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -148590.375000 Penalty: 2601.201660
	Iteration 24Q: 3 clusters Score -148590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -148602.890625 Penalty: 2601.201660
	Iteration 25Q: 3 clusters Score -148602.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -148610.484375 Penalty: 2601.201660
	Iteration 26Q: 3 clusters Score -148610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -148615.671875 Penalty: 2601.201660
	Iteration 27Q: 3 clusters Score -148615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -148618.812500 Penalty: 2601.201660
	Iteration 28Q: 3 clusters Score -148618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -148622.015625 Penalty: 2601.201660
	Iteration 29Q: 3 clusters Score -148622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -148628.484375 Penalty: 2601.201660
	Iteration 30Q: 3 clusters Score -148628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -148635.906250 Penalty: 2601.201660
	Iteration 31Q: 3 clusters Score -148635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -148642.625000 Penalty: 2601.201660
	Iteration 32Q: 3 clusters Score -148642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -148645.734375 Penalty: 2601.201660
	Iteration 33Q: 3 clusters Score -148645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -148648.921875 Penalty: 2601.201660
	Iteration 34Q: 3 clusters Score -148648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -148652.015625 Penalty: 2601.201660
	Iteration 35Q: 3 clusters Score -148652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -148659.078125 Penalty: 2601.201660
	Iteration 36Q: 3 clusters Score -148659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -148664.406250 Penalty: 2601.201660
	Iteration 37Q: 3 clusters Score -148664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -148672.281250 Penalty: 2601.201660
	Iteration 38Q: 3 clusters Score -148672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -148682.078125 Penalty: 2601.201660
	Iteration 39Q: 3 clusters Score -148682.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -148691.343750 Penalty: 2601.201660
	Iteration 40F: 3 clusters Score -148691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -148698.781250 Penalty: 2601.201660
	Iteration 41Q: 3 clusters Score -148698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -148704.265625 Penalty: 2601.201660
	Iteration 42Q: 3 clusters Score -148704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -148704.265625 Penalty: 2601.201660
	Iteration 43F: 3 clusters Score -148704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Entering Unmasked Estep 
Score: -507884.750000 Penalty: 1517.501343
	Iteration 0F: 2 clusters Score -507884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -499841.718750 Penalty: 3035.002686
	Iteration 0F: 3 clusters Score -499841.7 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -502896.968750 Penalty: 3035.002686
	Iteration 1F: 3 clusters Score -502897 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -504135.406250 Penalty: 3035.002686
	Iteration 2F: 3 clusters Score -504135.4 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -505594.000000 Penalty: 3035.002686
	Iteration 3F: 3 clusters Score -505594 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -506663.687500 Penalty: 3035.002686
	Iteration 4F: 3 clusters Score -506663.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -507267.812500 Penalty: 3035.002686
	Iteration 5F: 3 clusters Score -507267.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -507555.343750 Penalty: 3035.002686
	Iteration 6Q: 3 clusters Score -507555.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -507696.625000 Penalty: 3035.002686
	Iteration 7Q: 3 clusters Score -507696.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -507802.531250 Penalty: 3035.002686
	Iteration 8Q: 3 clusters Score -507802.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -507881.375000 Penalty: 3035.002686
	Iteration 9Q: 3 clusters Score -507881.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -507952.343750 Penalty: 3035.002686
	Iteration 10Q: 3 clusters Score -507952.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -508008.375000 Penalty: 3035.002686
	Iteration 11Q: 3 clusters Score -508008.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -508040.843750 Penalty: 3035.002686
	Iteration 12Q: 3 clusters Score -508040.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -508063.906250 Penalty: 3035.002686
	Iteration 13Q: 3 clusters Score -508063.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -508079.500000 Penalty: 3035.002686
	Iteration 14Q: 3 clusters Score -508079.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -508088.343750 Penalty: 3035.002686
	Iteration 15Q: 3 clusters Score -508088.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -508092.656250 Penalty: 3035.002686
	Iteration 16Q: 3 clusters Score -508092.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -508098.750000 Penalty: 3035.002686
	Iteration 17Q: 3 clusters Score -508098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -508101.781250 Penalty: 3035.002686
	Iteration 18Q: 3 clusters Score -508101.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -508107.781250 Penalty: 3035.002686
	Iteration 19Q: 3 clusters Score -508107.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -508110.687500 Penalty: 3035.002686
	Iteration 20F: 3 clusters Score -508110.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -508113.562500 Penalty: 3035.002686
	Iteration 21Q: 3 clusters Score -508113.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -508116.937500 Penalty: 3035.002686
	Iteration 22Q: 3 clusters Score -508116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -508118.312500 Penalty: 3035.002686
	Iteration 23Q: 3 clusters Score -508118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -508119.750000 Penalty: 3035.002686
	Iteration 24Q: 3 clusters Score -508119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -508121.562500 Penalty: 3035.002686
	Iteration 25Q: 3 clusters Score -508121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -508121.125000 Penalty: 3035.002686
	Iteration 26Q: 3 clusters Score -508121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -508121.781250 Penalty: 3035.002686
	Iteration 27Q: 3 clusters Score -508121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -508121.625000 Penalty: 3035.002686
	Iteration 28Q: 3 clusters Score -508121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -508120.875000 Penalty: 3035.002686
	Iteration 29Q: 3 clusters Score -508120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -508121.656250 Penalty: 3035.002686
	Iteration 30Q: 3 clusters Score -508121.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -508121.656250 Penalty: 3035.002686
	Iteration 31F: 3 clusters Score -508121.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 257656 members 
Mstep: Class 7 contains 7618 members 
Mstep: Class 8 contains 7841 members 
Mstep: Class 9 contains 64317 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 325649 members 
Mstep: Class 18 contains 6410 members 
Mstep: Class 19 contains 96561 members 
Entering Unmasked Estep 
Score: -37517140.000000 Penalty: 28732.466797
Splitting cluster 4 changes total score from -37517764.000000 to -37517140.000000
So it's not getting split.
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: -160621.437500 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -160621.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -157652.343750 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -157652.3 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -158370.703125 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -158370.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -158498.984375 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -158499 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -158572.140625 Penalty: 2636.766113
	Iteration 3Q: 3 clusters Score -158572.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -158626.140625 Penalty: 2636.766113
	Iteration 4Q: 3 clusters Score -158626.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -158678.718750 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -158678.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -158723.375000 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -158723.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -158766.390625 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -158766.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -158795.187500 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -158795.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -158817.953125 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -158818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -158841.156250 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -158841.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -158859.578125 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -158859.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -158875.562500 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -158875.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -158888.734375 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -158888.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -158911.734375 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -158911.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -158934.781250 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -158934.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -158956.625000 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -158956.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -158980.281250 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -158980.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -159005.406250 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -159005.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -159037.906250 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -159037.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -159079.250000 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -159079.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -159144.937500 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -159144.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -159220.453125 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -159220.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -159294.500000 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -159294.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -159368.687500 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -159368.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -159435.609375 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -159435.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -159485.062500 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -159485.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -159533.515625 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -159533.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -159573.140625 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -159573.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -159619.218750 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -159619.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -159663.765625 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -159663.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -159702.578125 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -159702.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -159737.062500 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -159737.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -159786.031250 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -159786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -159836.296875 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -159836.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -159886.515625 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -159886.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -159916.781250 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -159916.8 nChanged 43
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: -159939.796875 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -159939.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -159958.750000 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -159958.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -159970.671875 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -159970.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -159988.218750 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -159988.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -160001.046875 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -160001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -160008.578125 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -160008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -160013.640625 Penalty: 2636.766113
	Iteration 43Q: 3 clusters Score -160013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -160015.703125 Penalty: 2636.766113
	Iteration 44Q: 3 clusters Score -160015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -160017.343750 Penalty: 2636.766113
	Iteration 45Q: 3 clusters Score -160017.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -160019.234375 Penalty: 2636.766113
	Iteration 46Q: 3 clusters Score -160019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -160022.125000 Penalty: 2636.766113
	Iteration 47Q: 3 clusters Score -160022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -160024.140625 Penalty: 2636.766113
	Iteration 48Q: 3 clusters Score -160024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -160024.203125 Penalty: 2636.766113
	Iteration 49Q: 3 clusters Score -160024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -160025.343750 Penalty: 2636.766113
	Iteration 50Q: 3 clusters Score -160025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -160026.750000 Penalty: 2636.766113
	Iteration 51Q: 3 clusters Score -160026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -160026.750000 Penalty: 2636.766113
	Iteration 52F: 3 clusters Score -160026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (257656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257656 members 
Entering Unmasked Estep 
Score: -12523421.000000 Penalty: 2024.649414
	Iteration 0F: 2 clusters Score -1.252342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128367 members 
Mstep: Class 2 contains 129289 members 
Entering Unmasked Estep 
Score: -12349593.000000 Penalty: 4049.298828
	Iteration 0F: 3 clusters Score -1.234959e+07 nChanged 125118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119199 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -12426300.000000 Penalty: 4049.298828
	Iteration 1F: 3 clusters Score -1.24263e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113337 members 
Mstep: Class 2 contains 144319 members 
Entering Unmasked Estep 
Score: -12429718.000000 Penalty: 4049.298828
	Iteration 2Q: 3 clusters Score -1.242972e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -12435240.000000 Penalty: 4049.298828
	Iteration 3Q: 3 clusters Score -1.243524e+07 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -12444327.000000 Penalty: 4049.298828
	Iteration 4F: 3 clusters Score -1.244433e+07 nChanged 18136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 182342 members 
Entering Unmasked Estep 
Score: -12457910.000000 Penalty: 4049.298828
	Iteration 5F: 3 clusters Score -1.245791e+07 nChanged 19365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 200507 members 
Entering Unmasked Estep 
Score: -12474599.000000 Penalty: 4049.298828
	Iteration 6F: 3 clusters Score -1.24746e+07 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 217022 members 
Entering Unmasked Estep 
Score: -12491216.000000 Penalty: 4049.298828
	Iteration 7F: 3 clusters Score -1.249122e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 228757 members 
Entering Unmasked Estep 
Score: -12503696.000000 Penalty: 4049.298828
	Iteration 8Q: 3 clusters Score -1.25037e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 235587 members 
Entering Unmasked Estep 
Score: -12511096.000000 Penalty: 4049.298828
	Iteration 9Q: 3 clusters Score -1.25111e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 239685 members 
Entering Unmasked Estep 
Score: -12515153.000000 Penalty: 4049.298828
	Iteration 10Q: 3 clusters Score -1.251515e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 242517 members 
Entering Unmasked Estep 
Score: -12517395.000000 Penalty: 4049.298828
	Iteration 11Q: 3 clusters Score -1.25174e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 244551 members 
Entering Unmasked Estep 
Score: -12518729.000000 Penalty: 4049.298828
	Iteration 12Q: 3 clusters Score -1.251873e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 246101 members 
Entering Unmasked Estep 
Score: -12519497.000000 Penalty: 4049.298828
	Iteration 13Q: 3 clusters Score -1.25195e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 247385 members 
Entering Unmasked Estep 
Score: -12520117.000000 Penalty: 4049.298828
	Iteration 14Q: 3 clusters Score -1.252012e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 248491 members 
Entering Unmasked Estep 
Score: -12520553.000000 Penalty: 4049.298828
	Iteration 15Q: 3 clusters Score -1.252055e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 249389 members 
Entering Unmasked Estep 
Score: -12520923.000000 Penalty: 4049.298828
	Iteration 16Q: 3 clusters Score -1.252092e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 250150 members 
Entering Unmasked Estep 
Score: -12521188.000000 Penalty: 4049.298828
	Iteration 17Q: 3 clusters Score -1.252119e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 250780 members 
Entering Unmasked Estep 
Score: -12521357.000000 Penalty: 4049.298828
	Iteration 18Q: 3 clusters Score -1.252136e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 251317 members 
Entering Unmasked Estep 
Score: -12521538.000000 Penalty: 4049.298828
	Iteration 19Q: 3 clusters Score -1.252154e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 251767 members 
Entering Unmasked Estep 
Score: -12521637.000000 Penalty: 4049.298828
	Iteration 20F: 3 clusters Score -1.252164e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 252176 members 
Entering Unmasked Estep 
Score: -12521770.000000 Penalty: 4049.298828
	Iteration 21Q: 3 clusters Score -1.252177e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 252497 members 
Entering Unmasked Estep 
Score: -12521870.000000 Penalty: 4049.298828
	Iteration 22Q: 3 clusters Score -1.252187e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 252797 members 
Entering Unmasked Estep 
Score: -12521942.000000 Penalty: 4049.298828
	Iteration 23Q: 3 clusters Score -1.252194e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 253062 members 
Entering Unmasked Estep 
Score: -12521998.000000 Penalty: 4049.298828
	Iteration 24Q: 3 clusters Score -1.2522e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 253298 members 
Entering Unmasked Estep 
Score: -12522049.000000 Penalty: 4049.298828
	Iteration 25Q: 3 clusters Score -1.252205e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 253516 members 
Entering Unmasked Estep 
Score: -12522107.000000 Penalty: 4049.298828
	Iteration 26Q: 3 clusters Score -1.252211e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 253708 members 
Entering Unmasked Estep 
Score: -12522144.000000 Penalty: 4049.298828
	Iteration 27Q: 3 clusters Score -1.252214e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 253866 members 
Entering Unmasked Estep 
Score: -12522173.000000 Penalty: 4049.298828
	Iteration 28Q: 3 clusters Score -1.252217e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 254000 members 
Entering Unmasked Estep 
Score: -12522193.000000 Penalty: 4049.298828
	Iteration 29Q: 3 clusters Score -1.252219e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 254111 members 
Entering Unmasked Estep 
Score: -12522200.000000 Penalty: 4049.298828
	Iteration 30Q: 3 clusters Score -1.25222e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 254204 members 
Entering Unmasked Estep 
Score: -12522223.000000 Penalty: 4049.298828
	Iteration 31Q: 3 clusters Score -1.252222e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 254296 members 
Entering Unmasked Estep 
Score: -12522235.000000 Penalty: 4049.298828
	Iteration 32Q: 3 clusters Score -1.252224e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 254361 members 
Entering Unmasked Estep 
Score: -12522240.000000 Penalty: 4049.298828
	Iteration 33Q: 3 clusters Score -1.252224e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 254438 members 
Entering Unmasked Estep 
Score: -12522256.000000 Penalty: 4049.298828
	Iteration 34Q: 3 clusters Score -1.252226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 254505 members 
Entering Unmasked Estep 
Score: -12522257.000000 Penalty: 4049.298828
	Iteration 35Q: 3 clusters Score -1.252226e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 254560 members 
Entering Unmasked Estep 
Score: -12522286.000000 Penalty: 4049.298828
	Iteration 36Q: 3 clusters Score -1.252229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 254612 members 
Entering Unmasked Estep 
Score: -12522317.000000 Penalty: 4049.298828
	Iteration 37Q: 3 clusters Score -1.252232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 254654 members 
Entering Unmasked Estep 
Score: -12522329.000000 Penalty: 4049.298828
	Iteration 38Q: 3 clusters Score -1.252233e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 254690 members 
Entering Unmasked Estep 
Score: -12522336.000000 Penalty: 4049.298828
	Iteration 39Q: 3 clusters Score -1.252234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 254724 members 
Entering Unmasked Estep 
Score: -12522348.000000 Penalty: 4049.298828
	Iteration 40F: 3 clusters Score -1.252235e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 254755 members 
Entering Unmasked Estep 
Score: -12522350.000000 Penalty: 4049.298828
	Iteration 41Q: 3 clusters Score -1.252235e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 254787 members 
Entering Unmasked Estep 
Score: -12522366.000000 Penalty: 4049.298828
	Iteration 42Q: 3 clusters Score -1.252237e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 254812 members 
Entering Unmasked Estep 
Score: -12522402.000000 Penalty: 4049.298828
	Iteration 43Q: 3 clusters Score -1.25224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 254832 members 
Entering Unmasked Estep 
Score: -12522411.000000 Penalty: 4049.298828
	Iteration 44Q: 3 clusters Score -1.252241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 254860 members 
Entering Unmasked Estep 
Score: -12522428.000000 Penalty: 4049.298828
	Iteration 45Q: 3 clusters Score -1.252243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 254894 members 
Entering Unmasked Estep 
Score: -12522433.000000 Penalty: 4049.298828
	Iteration 46Q: 3 clusters Score -1.252243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 254919 members 
Entering Unmasked Estep 
Score: -12522430.000000 Penalty: 4049.298828
	Iteration 47Q: 3 clusters Score -1.252243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 254934 members 
Entering Unmasked Estep 
Score: -12522435.000000 Penalty: 4049.298828
	Iteration 48Q: 3 clusters Score -1.252244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 254952 members 
Entering Unmasked Estep 
Score: -12522423.000000 Penalty: 4049.298828
	Iteration 49Q: 3 clusters Score -1.252242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 254968 members 
Entering Unmasked Estep 
Score: -12522438.000000 Penalty: 4049.298828
	Iteration 50Q: 3 clusters Score -1.252244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 254990 members 
Entering Unmasked Estep 
Score: -12522440.000000 Penalty: 4049.298828
	Iteration 51Q: 3 clusters Score -1.252244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 255011 members 
Entering Unmasked Estep 
Score: -12522446.000000 Penalty: 4049.298828
	Iteration 52Q: 3 clusters Score -1.252245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 255034 members 
Entering Unmasked Estep 
Score: -12522456.000000 Penalty: 4049.298828
	Iteration 53Q: 3 clusters Score -1.252246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 255047 members 
Entering Unmasked Estep 
Score: -12522456.000000 Penalty: 4049.298828
	Iteration 54Q: 3 clusters Score -1.252246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 255060 members 
Entering Unmasked Estep 
Score: -12522457.000000 Penalty: 4049.298828
	Iteration 55Q: 3 clusters Score -1.252246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 255071 members 
Entering Unmasked Estep 
Score: -12522462.000000 Penalty: 4049.298828
	Iteration 56Q: 3 clusters Score -1.252246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 255079 members 
Entering Unmasked Estep 
Score: -12522464.000000 Penalty: 4049.298828
	Iteration 57Q: 3 clusters Score -1.252246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 255090 members 
Entering Unmasked Estep 
Score: -12522479.000000 Penalty: 4049.298828
	Iteration 58Q: 3 clusters Score -1.252248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 255103 members 
Entering Unmasked Estep 
Score: -12522469.000000 Penalty: 4049.298828
	Iteration 59Q: 3 clusters Score -1.252247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 255111 members 
Entering Unmasked Estep 
Score: -12522481.000000 Penalty: 4049.298828
	Iteration 60F: 3 clusters Score -1.252248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 255126 members 
Entering Unmasked Estep 
Score: -12522477.000000 Penalty: 4049.298828
	Iteration 61Q: 3 clusters Score -1.252248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 255141 members 
Entering Unmasked Estep 
Score: -12522475.000000 Penalty: 4049.298828
	Iteration 62Q: 3 clusters Score -1.252248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 255154 members 
Entering Unmasked Estep 
Score: -12522483.000000 Penalty: 4049.298828
	Iteration 63Q: 3 clusters Score -1.252248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 255165 members 
Entering Unmasked Estep 
Score: -12522470.000000 Penalty: 4049.298828
	Iteration 64Q: 3 clusters Score -1.252247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 255179 members 
Entering Unmasked Estep 
Score: -12522475.000000 Penalty: 4049.298828
	Iteration 65Q: 3 clusters Score -1.252248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 255188 members 
Entering Unmasked Estep 
Score: -12522481.000000 Penalty: 4049.298828
	Iteration 66Q: 3 clusters Score -1.252248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 255201 members 
Entering Unmasked Estep 
Score: -12522500.000000 Penalty: 4049.298828
	Iteration 67Q: 3 clusters Score -1.25225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 255212 members 
Entering Unmasked Estep 
Score: -12522493.000000 Penalty: 4049.298828
	Iteration 68Q: 3 clusters Score -1.252249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 255218 members 
Entering Unmasked Estep 
Score: -12522488.000000 Penalty: 4049.298828
	Iteration 69Q: 3 clusters Score -1.252249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 255223 members 
Entering Unmasked Estep 
Score: -12522509.000000 Penalty: 4049.298828
	Iteration 70Q: 3 clusters Score -1.252251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 255226 members 
Entering Unmasked Estep 
Score: -12522492.000000 Penalty: 4049.298828
	Iteration 71Q: 3 clusters Score -1.252249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 255233 members 
Entering Unmasked Estep 
Score: -12522501.000000 Penalty: 4049.298828
	Iteration 72Q: 3 clusters Score -1.25225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 255237 members 
Entering Unmasked Estep 
Score: -12522499.000000 Penalty: 4049.298828
	Iteration 73Q: 3 clusters Score -1.25225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 255239 members 
Entering Unmasked Estep 
Score: -12522493.000000 Penalty: 4049.298828
	Iteration 74Q: 3 clusters Score -1.252249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 255240 members 
Entering Unmasked Estep 
Score: -12522494.000000 Penalty: 4049.298828
	Iteration 75Q: 3 clusters Score -1.252249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 255239 members 
Entering Unmasked Estep 
Score: -12522505.000000 Penalty: 4049.298828
	Iteration 76Q: 3 clusters Score -1.25225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 255241 members 
Entering Unmasked Estep 
Score: -12522498.000000 Penalty: 4049.298828
	Iteration 77Q: 3 clusters Score -1.25225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 255244 members 
Entering Unmasked Estep 
Score: -12522498.000000 Penalty: 4049.298828
	Iteration 78Q: 3 clusters Score -1.25225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 255245 members 
Entering Unmasked Estep 
Score: -12522501.000000 Penalty: 4049.298828
	Iteration 79Q: 3 clusters Score -1.25225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 255246 members 
Entering Unmasked Estep 
Score: -12522498.000000 Penalty: 4049.298828
	Iteration 80F: 3 clusters Score -1.25225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 255248 members 
Entering Unmasked Estep 
Score: -12522500.000000 Penalty: 4049.298828
	Iteration 81Q: 3 clusters Score -1.25225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 255248 members 
Entering Unmasked Estep 
Score: -12522500.000000 Penalty: 4049.298828
	Iteration 82F: 3 clusters Score -1.25225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Entering Unmasked Estep 
Score: -372302.656250 Penalty: 1452.468872
	Iteration 0F: 2 clusters Score -372302.7 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 3840 members 
Entering Unmasked Estep 
Score: -366741.968750 Penalty: 2904.937744
	Iteration 0F: 3 clusters Score -366742 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -368549.125000 Penalty: 2904.937744
	Iteration 1F: 3 clusters Score -368549.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -368908.750000 Penalty: 2904.937744
	Iteration 2F: 3 clusters Score -368908.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -369217.562500 Penalty: 2904.937744
	Iteration 3F: 3 clusters Score -369217.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -369532.281250 Penalty: 2904.937744
	Iteration 4F: 3 clusters Score -369532.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -369823.750000 Penalty: 2904.937744
	Iteration 5F: 3 clusters Score -369823.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -370111.156250 Penalty: 2904.937744
	Iteration 6Q: 3 clusters Score -370111.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -370335.125000 Penalty: 2904.937744
	Iteration 7Q: 3 clusters Score -370335.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -370482.531250 Penalty: 2904.937744
	Iteration 8Q: 3 clusters Score -370482.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -370555.031250 Penalty: 2904.937744
	Iteration 9Q: 3 clusters Score -370555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -370600.500000 Penalty: 2904.937744
	Iteration 10Q: 3 clusters Score -370600.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -370635.031250 Penalty: 2904.937744
	Iteration 11Q: 3 clusters Score -370635 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -370667.718750 Penalty: 2904.937744
	Iteration 12Q: 3 clusters Score -370667.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -370696.125000 Penalty: 2904.937744
	Iteration 13Q: 3 clusters Score -370696.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -370722.906250 Penalty: 2904.937744
	Iteration 14Q: 3 clusters Score -370722.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -370747.375000 Penalty: 2904.937744
	Iteration 15Q: 3 clusters Score -370747.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -370763.125000 Penalty: 2904.937744
	Iteration 16Q: 3 clusters Score -370763.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -370775.468750 Penalty: 2904.937744
	Iteration 17Q: 3 clusters Score -370775.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -370789.593750 Penalty: 2904.937744
	Iteration 18Q: 3 clusters Score -370789.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -370802.562500 Penalty: 2904.937744
	Iteration 19Q: 3 clusters Score -370802.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -370813.468750 Penalty: 2904.937744
	Iteration 20F: 3 clusters Score -370813.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -370825.750000 Penalty: 2904.937744
	Iteration 21Q: 3 clusters Score -370825.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -370843.843750 Penalty: 2904.937744
	Iteration 22Q: 3 clusters Score -370843.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -370867.875000 Penalty: 2904.937744
	Iteration 23Q: 3 clusters Score -370867.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -370891.187500 Penalty: 2904.937744
	Iteration 24Q: 3 clusters Score -370891.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -370909.562500 Penalty: 2904.937744
	Iteration 25Q: 3 clusters Score -370909.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -370925.625000 Penalty: 2904.937744
	Iteration 26Q: 3 clusters Score -370925.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -370937.812500 Penalty: 2904.937744
	Iteration 27Q: 3 clusters Score -370937.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -370949.031250 Penalty: 2904.937744
	Iteration 28Q: 3 clusters Score -370949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -370957.312500 Penalty: 2904.937744
	Iteration 29Q: 3 clusters Score -370957.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -370963.156250 Penalty: 2904.937744
	Iteration 30Q: 3 clusters Score -370963.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -370965.218750 Penalty: 2904.937744
	Iteration 31Q: 3 clusters Score -370965.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -370968.281250 Penalty: 2904.937744
	Iteration 32Q: 3 clusters Score -370968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -370971.437500 Penalty: 2904.937744
	Iteration 33Q: 3 clusters Score -370971.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -370974.125000 Penalty: 2904.937744
	Iteration 34Q: 3 clusters Score -370974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -370976.562500 Penalty: 2904.937744
	Iteration 35Q: 3 clusters Score -370976.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -370977.843750 Penalty: 2904.937744
	Iteration 36Q: 3 clusters Score -370977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -370979.468750 Penalty: 2904.937744
	Iteration 37Q: 3 clusters Score -370979.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -370981.625000 Penalty: 2904.937744
	Iteration 38Q: 3 clusters Score -370981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -370981.468750 Penalty: 2904.937744
	Iteration 39Q: 3 clusters Score -370981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -370982.687500 Penalty: 2904.937744
	Iteration 40F: 3 clusters Score -370982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -370981.968750 Penalty: 2904.937744
	Iteration 41Q: 3 clusters Score -370982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -370982.562500 Penalty: 2904.937744
	Iteration 42Q: 3 clusters Score -370982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -370984.062500 Penalty: 2904.937744
	Iteration 43Q: 3 clusters Score -370984.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -370984.875000 Penalty: 2904.937744
	Iteration 44Q: 3 clusters Score -370984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -370984.875000 Penalty: 2904.937744
	Iteration 45Q: 3 clusters Score -370984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -370984.875000 Penalty: 2904.937744
	Iteration 46F: 3 clusters Score -370984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -376399.062500 Penalty: 1457.157349
	Iteration 0F: 2 clusters Score -376399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -370590.343750 Penalty: 2914.314697
	Iteration 0F: 3 clusters Score -370590.3 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -372328.343750 Penalty: 2914.314697
	Iteration 1F: 3 clusters Score -372328.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -372549.250000 Penalty: 2914.314697
	Iteration 2F: 3 clusters Score -372549.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -372704.312500 Penalty: 2914.314697
	Iteration 3Q: 3 clusters Score -372704.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -372820.968750 Penalty: 2914.314697
	Iteration 4Q: 3 clusters Score -372821 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -372922.406250 Penalty: 2914.314697
	Iteration 5Q: 3 clusters Score -372922.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -373046.187500 Penalty: 2914.314697
	Iteration 6Q: 3 clusters Score -373046.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -373190.312500 Penalty: 2914.314697
	Iteration 7Q: 3 clusters Score -373190.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -373327.812500 Penalty: 2914.314697
	Iteration 8Q: 3 clusters Score -373327.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -373494.812500 Penalty: 2914.314697
	Iteration 9Q: 3 clusters Score -373494.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -373695.343750 Penalty: 2914.314697
	Iteration 10Q: 3 clusters Score -373695.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -373924.812500 Penalty: 2914.314697
	Iteration 11Q: 3 clusters Score -373924.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -374135.656250 Penalty: 2914.314697
	Iteration 12Q: 3 clusters Score -374135.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -374320.593750 Penalty: 2914.314697
	Iteration 13Q: 3 clusters Score -374320.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -374425.656250 Penalty: 2914.314697
	Iteration 14Q: 3 clusters Score -374425.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -374504.906250 Penalty: 2914.314697
	Iteration 15Q: 3 clusters Score -374504.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -374566.875000 Penalty: 2914.314697
	Iteration 16Q: 3 clusters Score -374566.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -374619.343750 Penalty: 2914.314697
	Iteration 17Q: 3 clusters Score -374619.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -374659.625000 Penalty: 2914.314697
	Iteration 18Q: 3 clusters Score -374659.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -374684.031250 Penalty: 2914.314697
	Iteration 19Q: 3 clusters Score -374684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -374701.843750 Penalty: 2914.314697
	Iteration 20F: 3 clusters Score -374701.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -374719.125000 Penalty: 2914.314697
	Iteration 21Q: 3 clusters Score -374719.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -374731.406250 Penalty: 2914.314697
	Iteration 22Q: 3 clusters Score -374731.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -374739.937500 Penalty: 2914.314697
	Iteration 23Q: 3 clusters Score -374739.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -374746.375000 Penalty: 2914.314697
	Iteration 24Q: 3 clusters Score -374746.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -374755.531250 Penalty: 2914.314697
	Iteration 25Q: 3 clusters Score -374755.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -374762.125000 Penalty: 2914.314697
	Iteration 26Q: 3 clusters Score -374762.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -374769.375000 Penalty: 2914.314697
	Iteration 27Q: 3 clusters Score -374769.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -374776.375000 Penalty: 2914.314697
	Iteration 28Q: 3 clusters Score -374776.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -374788.000000 Penalty: 2914.314697
	Iteration 29Q: 3 clusters Score -374788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -374800.531250 Penalty: 2914.314697
	Iteration 30Q: 3 clusters Score -374800.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -374812.156250 Penalty: 2914.314697
	Iteration 31Q: 3 clusters Score -374812.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -374821.000000 Penalty: 2914.314697
	Iteration 32Q: 3 clusters Score -374821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -374828.531250 Penalty: 2914.314697
	Iteration 33Q: 3 clusters Score -374828.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -374835.468750 Penalty: 2914.314697
	Iteration 34Q: 3 clusters Score -374835.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374842.562500 Penalty: 2914.314697
	Iteration 35Q: 3 clusters Score -374842.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -374848.062500 Penalty: 2914.314697
	Iteration 36Q: 3 clusters Score -374848.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -374852.562500 Penalty: 2914.314697
	Iteration 37Q: 3 clusters Score -374852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -374856.218750 Penalty: 2914.314697
	Iteration 38Q: 3 clusters Score -374856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374859.968750 Penalty: 2914.314697
	Iteration 39Q: 3 clusters Score -374860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -374861.875000 Penalty: 2914.314697
	Iteration 40F: 3 clusters Score -374861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -374862.531250 Penalty: 2914.314697
	Iteration 41Q: 3 clusters Score -374862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -374862.843750 Penalty: 2914.314697
	Iteration 42Q: 3 clusters Score -374862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -374863.187500 Penalty: 2914.314697
	Iteration 43Q: 3 clusters Score -374863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -374863.875000 Penalty: 2914.314697
	Iteration 44Q: 3 clusters Score -374863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -374864.875000 Penalty: 2914.314697
	Iteration 45Q: 3 clusters Score -374864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -374865.125000 Penalty: 2914.314697
	Iteration 46Q: 3 clusters Score -374865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -374865.125000 Penalty: 2914.314697
	Iteration 47F: 3 clusters Score -374865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Entering Unmasked Estep 
Score: -3113748.500000 Penalty: 1799.131592
	Iteration 0F: 2 clusters Score -3113748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3070720.500000 Penalty: 3598.263184
	Iteration 0F: 3 clusters Score -3070720 nChanged 30421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3088317.500000 Penalty: 3598.263184
	Iteration 1F: 3 clusters Score -3088318 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3089273.500000 Penalty: 3598.263184
	Iteration 2Q: 3 clusters Score -3089274 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3090716.000000 Penalty: 3598.263184
	Iteration 3Q: 3 clusters Score -3090716 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3092912.000000 Penalty: 3598.263184
	Iteration 4F: 3 clusters Score -3092912 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3095907.250000 Penalty: 3598.263184
	Iteration 5F: 3 clusters Score -3095907 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3100028.500000 Penalty: 3598.263184
	Iteration 6F: 3 clusters Score -3100028 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3104345.500000 Penalty: 3598.263184
	Iteration 7F: 3 clusters Score -3104346 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3107912.500000 Penalty: 3598.263184
	Iteration 8F: 3 clusters Score -3107912 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3109871.500000 Penalty: 3598.263184
	Iteration 9Q: 3 clusters Score -3109872 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3110793.000000 Penalty: 3598.263184
	Iteration 10Q: 3 clusters Score -3110793 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3111258.750000 Penalty: 3598.263184
	Iteration 11Q: 3 clusters Score -3111259 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3111556.500000 Penalty: 3598.263184
	Iteration 12Q: 3 clusters Score -3111556 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3111790.000000 Penalty: 3598.263184
	Iteration 13Q: 3 clusters Score -3111790 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3111966.750000 Penalty: 3598.263184
	Iteration 14Q: 3 clusters Score -3111967 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3112086.750000 Penalty: 3598.263184
	Iteration 15Q: 3 clusters Score -3112087 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3112179.250000 Penalty: 3598.263184
	Iteration 16Q: 3 clusters Score -3112179 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3112254.250000 Penalty: 3598.263184
	Iteration 17Q: 3 clusters Score -3112254 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3112296.000000 Penalty: 3598.263184
	Iteration 18Q: 3 clusters Score -3112296 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3112323.500000 Penalty: 3598.263184
	Iteration 19Q: 3 clusters Score -3112324 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3112362.750000 Penalty: 3598.263184
	Iteration 20F: 3 clusters Score -3112363 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3112382.250000 Penalty: 3598.263184
	Iteration 21Q: 3 clusters Score -3112382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3112406.500000 Penalty: 3598.263184
	Iteration 22Q: 3 clusters Score -3112406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3112431.750000 Penalty: 3598.263184
	Iteration 23Q: 3 clusters Score -3112432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3112460.250000 Penalty: 3598.263184
	Iteration 24Q: 3 clusters Score -3112460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3112483.000000 Penalty: 3598.263184
	Iteration 25Q: 3 clusters Score -3112483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3112489.500000 Penalty: 3598.263184
	Iteration 26Q: 3 clusters Score -3112490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3112500.000000 Penalty: 3598.263184
	Iteration 27Q: 3 clusters Score -3112500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3112511.750000 Penalty: 3598.263184
	Iteration 28Q: 3 clusters Score -3112512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3112520.500000 Penalty: 3598.263184
	Iteration 29Q: 3 clusters Score -3112520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3112534.500000 Penalty: 3598.263184
	Iteration 30Q: 3 clusters Score -3112534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3112540.500000 Penalty: 3598.263184
	Iteration 31Q: 3 clusters Score -3112540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3112532.500000 Penalty: 3598.263184
	Iteration 32Q: 3 clusters Score -3112532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3112541.500000 Penalty: 3598.263184
	Iteration 33Q: 3 clusters Score -3112542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3112547.250000 Penalty: 3598.263184
	Iteration 34Q: 3 clusters Score -3112547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3112548.250000 Penalty: 3598.263184
	Iteration 35Q: 3 clusters Score -3112548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3112554.500000 Penalty: 3598.263184
	Iteration 36Q: 3 clusters Score -3112554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3112552.750000 Penalty: 3598.263184
	Iteration 37Q: 3 clusters Score -3112553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3112550.000000 Penalty: 3598.263184
	Iteration 38Q: 3 clusters Score -3112550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3112551.000000 Penalty: 3598.263184
	Iteration 39Q: 3 clusters Score -3112551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3112552.500000 Penalty: 3598.263184
	Iteration 40F: 3 clusters Score -3112552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Entering Unmasked Estep 
Score: -850662.625000 Penalty: 1585.128906
	Iteration 0F: 2 clusters Score -850662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -838911.062500 Penalty: 3170.257812
	Iteration 0F: 3 clusters Score -838911.1 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -843021.500000 Penalty: 3170.257812
	Iteration 1F: 3 clusters Score -843021.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -843352.125000 Penalty: 3170.257812
	Iteration 2Q: 3 clusters Score -843352.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -843677.250000 Penalty: 3170.257812
	Iteration 3Q: 3 clusters Score -843677.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -844016.187500 Penalty: 3170.257812
	Iteration 4Q: 3 clusters Score -844016.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -844395.437500 Penalty: 3170.257812
	Iteration 5Q: 3 clusters Score -844395.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -844835.562500 Penalty: 3170.257812
	Iteration 6Q: 3 clusters Score -844835.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -845339.375000 Penalty: 3170.257812
	Iteration 7Q: 3 clusters Score -845339.4 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -845905.062500 Penalty: 3170.257812
	Iteration 8Q: 3 clusters Score -845905.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -846511.187500 Penalty: 3170.257812
	Iteration 9Q: 3 clusters Score -846511.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -847043.687500 Penalty: 3170.257812
	Iteration 10Q: 3 clusters Score -847043.7 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -847404.750000 Penalty: 3170.257812
	Iteration 11Q: 3 clusters Score -847404.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -847621.500000 Penalty: 3170.257812
	Iteration 12Q: 3 clusters Score -847621.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -847748.187500 Penalty: 3170.257812
	Iteration 13Q: 3 clusters Score -847748.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -847826.750000 Penalty: 3170.257812
	Iteration 14Q: 3 clusters Score -847826.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -847886.750000 Penalty: 3170.257812
	Iteration 15Q: 3 clusters Score -847886.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -847934.375000 Penalty: 3170.257812
	Iteration 16Q: 3 clusters Score -847934.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -847968.125000 Penalty: 3170.257812
	Iteration 17Q: 3 clusters Score -847968.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -848004.812500 Penalty: 3170.257812
	Iteration 18Q: 3 clusters Score -848004.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -848030.500000 Penalty: 3170.257812
	Iteration 19Q: 3 clusters Score -848030.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -848062.125000 Penalty: 3170.257812
	Iteration 20F: 3 clusters Score -848062.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -848094.562500 Penalty: 3170.257812
	Iteration 21Q: 3 clusters Score -848094.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -848121.375000 Penalty: 3170.257812
	Iteration 22Q: 3 clusters Score -848121.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -848142.562500 Penalty: 3170.257812
	Iteration 23Q: 3 clusters Score -848142.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -848165.875000 Penalty: 3170.257812
	Iteration 24Q: 3 clusters Score -848165.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -848193.625000 Penalty: 3170.257812
	Iteration 25Q: 3 clusters Score -848193.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -848216.875000 Penalty: 3170.257812
	Iteration 26Q: 3 clusters Score -848216.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -848240.812500 Penalty: 3170.257812
	Iteration 27Q: 3 clusters Score -848240.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -848257.500000 Penalty: 3170.257812
	Iteration 28Q: 3 clusters Score -848257.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -848274.250000 Penalty: 3170.257812
	Iteration 29Q: 3 clusters Score -848274.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -848286.875000 Penalty: 3170.257812
	Iteration 30Q: 3 clusters Score -848286.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -848298.750000 Penalty: 3170.257812
	Iteration 31Q: 3 clusters Score -848298.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -848307.562500 Penalty: 3170.257812
	Iteration 32Q: 3 clusters Score -848307.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -848320.687500 Penalty: 3170.257812
	Iteration 33Q: 3 clusters Score -848320.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -848333.312500 Penalty: 3170.257812
	Iteration 34Q: 3 clusters Score -848333.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -848342.500000 Penalty: 3170.257812
	Iteration 35Q: 3 clusters Score -848342.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -848355.625000 Penalty: 3170.257812
	Iteration 36Q: 3 clusters Score -848355.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -848371.187500 Penalty: 3170.257812
	Iteration 37Q: 3 clusters Score -848371.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -848385.500000 Penalty: 3170.257812
	Iteration 38Q: 3 clusters Score -848385.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -848398.312500 Penalty: 3170.257812
	Iteration 39Q: 3 clusters Score -848398.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -848408.187500 Penalty: 3170.257812
	Iteration 40F: 3 clusters Score -848408.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -848417.125000 Penalty: 3170.257812
	Iteration 41Q: 3 clusters Score -848417.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -848427.875000 Penalty: 3170.257812
	Iteration 42Q: 3 clusters Score -848427.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -848436.875000 Penalty: 3170.257812
	Iteration 43Q: 3 clusters Score -848436.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -848446.312500 Penalty: 3170.257812
	Iteration 44Q: 3 clusters Score -848446.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -848462.812500 Penalty: 3170.257812
	Iteration 45Q: 3 clusters Score -848462.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -848474.937500 Penalty: 3170.257812
	Iteration 46Q: 3 clusters Score -848474.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -848492.000000 Penalty: 3170.257812
	Iteration 47Q: 3 clusters Score -848492 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -848510.125000 Penalty: 3170.257812
	Iteration 48Q: 3 clusters Score -848510.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -848520.562500 Penalty: 3170.257812
	Iteration 49Q: 3 clusters Score -848520.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -848533.000000 Penalty: 3170.257812
	Iteration 50Q: 3 clusters Score -848533 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -848548.250000 Penalty: 3170.257812
	Iteration 51Q: 3 clusters Score -848548.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -848558.812500 Penalty: 3170.257812
	Iteration 52Q: 3 clusters Score -848558.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -848572.562500 Penalty: 3170.257812
	Iteration 53Q: 3 clusters Score -848572.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -848586.750000 Penalty: 3170.257812
	Iteration 54Q: 3 clusters Score -848586.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -848600.750000 Penalty: 3170.257812
	Iteration 55Q: 3 clusters Score -848600.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -848618.250000 Penalty: 3170.257812
	Iteration 56Q: 3 clusters Score -848618.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -848641.062500 Penalty: 3170.257812
	Iteration 57Q: 3 clusters Score -848641.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -848656.937500 Penalty: 3170.257812
	Iteration 58Q: 3 clusters Score -848656.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -848671.312500 Penalty: 3170.257812
	Iteration 59Q: 3 clusters Score -848671.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -848681.687500 Penalty: 3170.257812
	Iteration 60F: 3 clusters Score -848681.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -848696.750000 Penalty: 3170.257812
	Iteration 61Q: 3 clusters Score -848696.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -848712.312500 Penalty: 3170.257812
	Iteration 62Q: 3 clusters Score -848712.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -848736.187500 Penalty: 3170.257812
	Iteration 63Q: 3 clusters Score -848736.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -848752.062500 Penalty: 3170.257812
	Iteration 64Q: 3 clusters Score -848752.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -848774.000000 Penalty: 3170.257812
	Iteration 65Q: 3 clusters Score -848774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -848799.187500 Penalty: 3170.257812
	Iteration 66Q: 3 clusters Score -848799.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -848817.000000 Penalty: 3170.257812
	Iteration 67Q: 3 clusters Score -848817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -848829.125000 Penalty: 3170.257812
	Iteration 68Q: 3 clusters Score -848829.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -848843.687500 Penalty: 3170.257812
	Iteration 69Q: 3 clusters Score -848843.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -848854.125000 Penalty: 3170.257812
	Iteration 70Q: 3 clusters Score -848854.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -848871.125000 Penalty: 3170.257812
	Iteration 71Q: 3 clusters Score -848871.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -848887.437500 Penalty: 3170.257812
	Iteration 72Q: 3 clusters Score -848887.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -848902.750000 Penalty: 3170.257812
	Iteration 73Q: 3 clusters Score -848902.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -848921.437500 Penalty: 3170.257812
	Iteration 74Q: 3 clusters Score -848921.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -848935.000000 Penalty: 3170.257812
	Iteration 75Q: 3 clusters Score -848935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -848944.812500 Penalty: 3170.257812
	Iteration 76Q: 3 clusters Score -848944.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -848957.312500 Penalty: 3170.257812
	Iteration 77Q: 3 clusters Score -848957.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -848970.500000 Penalty: 3170.257812
	Iteration 78Q: 3 clusters Score -848970.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -848987.250000 Penalty: 3170.257812
	Iteration 79Q: 3 clusters Score -848987.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -849002.062500 Penalty: 3170.257812
	Iteration 80F: 3 clusters Score -849002.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -849017.437500 Penalty: 3170.257812
	Iteration 81Q: 3 clusters Score -849017.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -849033.250000 Penalty: 3170.257812
	Iteration 82Q: 3 clusters Score -849033.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -849051.312500 Penalty: 3170.257812
	Iteration 83Q: 3 clusters Score -849051.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -849065.750000 Penalty: 3170.257812
	Iteration 84Q: 3 clusters Score -849065.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -849079.437500 Penalty: 3170.257812
	Iteration 85Q: 3 clusters Score -849079.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -849092.500000 Penalty: 3170.257812
	Iteration 86Q: 3 clusters Score -849092.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -849102.812500 Penalty: 3170.257812
	Iteration 87Q: 3 clusters Score -849102.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -849115.875000 Penalty: 3170.257812
	Iteration 88Q: 3 clusters Score -849115.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -849128.062500 Penalty: 3170.257812
	Iteration 89Q: 3 clusters Score -849128.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -849139.562500 Penalty: 3170.257812
	Iteration 90Q: 3 clusters Score -849139.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -849148.062500 Penalty: 3170.257812
	Iteration 91Q: 3 clusters Score -849148.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -849155.812500 Penalty: 3170.257812
	Iteration 92Q: 3 clusters Score -849155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -849161.250000 Penalty: 3170.257812
	Iteration 93Q: 3 clusters Score -849161.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -849167.125000 Penalty: 3170.257812
	Iteration 94Q: 3 clusters Score -849167.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -849180.437500 Penalty: 3170.257812
	Iteration 95Q: 3 clusters Score -849180.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -849192.750000 Penalty: 3170.257812
	Iteration 96Q: 3 clusters Score -849192.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -849200.687500 Penalty: 3170.257812
	Iteration 97Q: 3 clusters Score -849200.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -849209.062500 Penalty: 3170.257812
	Iteration 98Q: 3 clusters Score -849209.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -849209.750000 Penalty: 3170.257812
	Iteration 99Q: 3 clusters Score -849209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -849215.875000 Penalty: 3170.257812
	Iteration 100F: 3 clusters Score -849215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -849218.625000 Penalty: 3170.257812
	Iteration 101Q: 3 clusters Score -849218.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -849221.500000 Penalty: 3170.257812
	Iteration 102Q: 3 clusters Score -849221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -849224.875000 Penalty: 3170.257812
	Iteration 103Q: 3 clusters Score -849224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -849226.000000 Penalty: 3170.257812
	Iteration 104Q: 3 clusters Score -849226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -849227.625000 Penalty: 3170.257812
	Iteration 105Q: 3 clusters Score -849227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -849230.125000 Penalty: 3170.257812
	Iteration 106Q: 3 clusters Score -849230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -849232.562500 Penalty: 3170.257812
	Iteration 107Q: 3 clusters Score -849232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -849233.375000 Penalty: 3170.257812
	Iteration 108Q: 3 clusters Score -849233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -849237.875000 Penalty: 3170.257812
	Iteration 109Q: 3 clusters Score -849237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -849242.312500 Penalty: 3170.257812
	Iteration 110Q: 3 clusters Score -849242.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -849245.312500 Penalty: 3170.257812
	Iteration 111Q: 3 clusters Score -849245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -849248.375000 Penalty: 3170.257812
	Iteration 112Q: 3 clusters Score -849248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -849253.687500 Penalty: 3170.257812
	Iteration 113Q: 3 clusters Score -849253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -849254.750000 Penalty: 3170.257812
	Iteration 114Q: 3 clusters Score -849254.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -849259.625000 Penalty: 3170.257812
	Iteration 115Q: 3 clusters Score -849259.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -849261.187500 Penalty: 3170.257812
	Iteration 116Q: 3 clusters Score -849261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -849264.312500 Penalty: 3170.257812
	Iteration 117Q: 3 clusters Score -849264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -849267.437500 Penalty: 3170.257812
	Iteration 118Q: 3 clusters Score -849267.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -849274.000000 Penalty: 3170.257812
	Iteration 119Q: 3 clusters Score -849274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -849280.625000 Penalty: 3170.257812
	Iteration 120F: 3 clusters Score -849280.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -849289.375000 Penalty: 3170.257812
	Iteration 121Q: 3 clusters Score -849289.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -849302.750000 Penalty: 3170.257812
	Iteration 122Q: 3 clusters Score -849302.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -849316.437500 Penalty: 3170.257812
	Iteration 123Q: 3 clusters Score -849316.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -849324.000000 Penalty: 3170.257812
	Iteration 124Q: 3 clusters Score -849324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -849330.812500 Penalty: 3170.257812
	Iteration 125Q: 3 clusters Score -849330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -849337.375000 Penalty: 3170.257812
	Iteration 126Q: 3 clusters Score -849337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -849340.687500 Penalty: 3170.257812
	Iteration 127Q: 3 clusters Score -849340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -849346.562500 Penalty: 3170.257812
	Iteration 128Q: 3 clusters Score -849346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -849354.875000 Penalty: 3170.257812
	Iteration 129Q: 3 clusters Score -849354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -849362.500000 Penalty: 3170.257812
	Iteration 130Q: 3 clusters Score -849362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -849370.500000 Penalty: 3170.257812
	Iteration 131Q: 3 clusters Score -849370.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -849379.500000 Penalty: 3170.257812
	Iteration 132Q: 3 clusters Score -849379.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -849385.312500 Penalty: 3170.257812
	Iteration 133Q: 3 clusters Score -849385.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -849394.062500 Penalty: 3170.257812
	Iteration 134Q: 3 clusters Score -849394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -849398.562500 Penalty: 3170.257812
	Iteration 135Q: 3 clusters Score -849398.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -849403.250000 Penalty: 3170.257812
	Iteration 136Q: 3 clusters Score -849403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -849404.062500 Penalty: 3170.257812
	Iteration 137Q: 3 clusters Score -849404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -849407.937500 Penalty: 3170.257812
	Iteration 138Q: 3 clusters Score -849407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -849411.625000 Penalty: 3170.257812
	Iteration 139Q: 3 clusters Score -849411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -849413.312500 Penalty: 3170.257812
	Iteration 140F: 3 clusters Score -849413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -849414.062500 Penalty: 3170.257812
	Iteration 141Q: 3 clusters Score -849414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -849414.687500 Penalty: 3170.257812
	Iteration 142Q: 3 clusters Score -849414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -849417.250000 Penalty: 3170.257812
	Iteration 143Q: 3 clusters Score -849417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -849417.250000 Penalty: 3170.257812
	Iteration 144Q: 3 clusters Score -849417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -849419.312500 Penalty: 3170.257812
	Iteration 145Q: 3 clusters Score -849419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -849420.312500 Penalty: 3170.257812
	Iteration 146Q: 3 clusters Score -849420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -849423.625000 Penalty: 3170.257812
	Iteration 147Q: 3 clusters Score -849423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -849424.812500 Penalty: 3170.257812
	Iteration 148Q: 3 clusters Score -849424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -849423.937500 Penalty: 3170.257812
	Iteration 149Q: 3 clusters Score -849423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -849424.812500 Penalty: 3170.257812
	Iteration 150Q: 3 clusters Score -849424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -849425.812500 Penalty: 3170.257812
	Iteration 151Q: 3 clusters Score -849425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -849427.375000 Penalty: 3170.257812
	Iteration 152Q: 3 clusters Score -849427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -849427.375000 Penalty: 3170.257812
	Iteration 153F: 3 clusters Score -849427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -298908.250000 Penalty: 1416.037231
	Iteration 0F: 2 clusters Score -298908.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -294213.531250 Penalty: 2832.074463
	Iteration 0F: 3 clusters Score -294213.5 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -295539.375000 Penalty: 2832.074463
	Iteration 1F: 3 clusters Score -295539.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -295768.062500 Penalty: 2832.074463
	Iteration 2F: 3 clusters Score -295768.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -295916.187500 Penalty: 2832.074463
	Iteration 3F: 3 clusters Score -295916.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -296028.500000 Penalty: 2832.074463
	Iteration 4Q: 3 clusters Score -296028.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -296134.843750 Penalty: 2832.074463
	Iteration 5Q: 3 clusters Score -296134.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -296235.343750 Penalty: 2832.074463
	Iteration 6Q: 3 clusters Score -296235.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -296347.718750 Penalty: 2832.074463
	Iteration 7Q: 3 clusters Score -296347.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -296483.156250 Penalty: 2832.074463
	Iteration 8Q: 3 clusters Score -296483.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -296628.781250 Penalty: 2832.074463
	Iteration 9Q: 3 clusters Score -296628.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -296795.218750 Penalty: 2832.074463
	Iteration 10Q: 3 clusters Score -296795.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -297001.125000 Penalty: 2832.074463
	Iteration 11Q: 3 clusters Score -297001.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -297195.718750 Penalty: 2832.074463
	Iteration 12Q: 3 clusters Score -297195.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -297346.875000 Penalty: 2832.074463
	Iteration 13Q: 3 clusters Score -297346.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -297446.250000 Penalty: 2832.074463
	Iteration 14Q: 3 clusters Score -297446.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -297509.531250 Penalty: 2832.074463
	Iteration 15Q: 3 clusters Score -297509.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -297554.000000 Penalty: 2832.074463
	Iteration 16Q: 3 clusters Score -297554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -297589.593750 Penalty: 2832.074463
	Iteration 17Q: 3 clusters Score -297589.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -297625.500000 Penalty: 2832.074463
	Iteration 18Q: 3 clusters Score -297625.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -297666.562500 Penalty: 2832.074463
	Iteration 19Q: 3 clusters Score -297666.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -297721.750000 Penalty: 2832.074463
	Iteration 20F: 3 clusters Score -297721.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -297816.218750 Penalty: 2832.074463
	Iteration 21Q: 3 clusters Score -297816.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -297946.125000 Penalty: 2832.074463
	Iteration 22Q: 3 clusters Score -297946.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -298090.187500 Penalty: 2832.074463
	Iteration 23Q: 3 clusters Score -298090.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -298216.062500 Penalty: 2832.074463
	Iteration 24Q: 3 clusters Score -298216.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -298347.531250 Penalty: 2832.074463
	Iteration 25Q: 3 clusters Score -298347.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -298461.843750 Penalty: 2832.074463
	Iteration 26Q: 3 clusters Score -298461.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -298513.906250 Penalty: 2832.074463
	Iteration 27Q: 3 clusters Score -298513.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -298524.218750 Penalty: 2832.074463
	Iteration 28Q: 3 clusters Score -298524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -298528.687500 Penalty: 2832.074463
	Iteration 29Q: 3 clusters Score -298528.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -298530.093750 Penalty: 2832.074463
	Iteration 30Q: 3 clusters Score -298530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -298530.218750 Penalty: 2832.074463
	Iteration 31Q: 3 clusters Score -298530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -298532.187500 Penalty: 2832.074463
	Iteration 32Q: 3 clusters Score -298532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -298532.187500 Penalty: 2832.074463
	Iteration 33F: 3 clusters Score -298532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325649 members 
Entering Unmasked Estep 
Score: -15398882.000000 Penalty: 2062.706055
	Iteration 0F: 2 clusters Score -1.539888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162798 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -15178639.000000 Penalty: 4125.412109
	Iteration 0F: 3 clusters Score -1.517864e+07 nChanged 158822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 164899 members 
Entering Unmasked Estep 
Score: -15274490.000000 Penalty: 4125.412109
	Iteration 1F: 3 clusters Score -1.527449e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 165616 members 
Entering Unmasked Estep 
Score: -15277309.000000 Penalty: 4125.412109
	Iteration 2Q: 3 clusters Score -1.527731e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -15281262.000000 Penalty: 4125.412109
	Iteration 3Q: 3 clusters Score -1.528126e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157232 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -15286966.000000 Penalty: 4125.412109
	Iteration 4Q: 3 clusters Score -1.528697e+07 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -15295096.000000 Penalty: 4125.412109
	Iteration 5F: 3 clusters Score -1.52951e+07 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151505 members 
Mstep: Class 2 contains 174144 members 
Entering Unmasked Estep 
Score: -15306561.000000 Penalty: 4125.412109
	Iteration 6F: 3 clusters Score -1.530656e+07 nChanged 20578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 177476 members 
Entering Unmasked Estep 
Score: -15320832.000000 Penalty: 4125.412109
	Iteration 7F: 3 clusters Score -1.532083e+07 nChanged 20519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145180 members 
Mstep: Class 2 contains 180469 members 
Entering Unmasked Estep 
Score: -15334887.000000 Penalty: 4125.412109
	Iteration 8F: 3 clusters Score -1.533489e+07 nChanged 17073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 182792 members 
Entering Unmasked Estep 
Score: -15343152.000000 Penalty: 4125.412109
	Iteration 9F: 3 clusters Score -1.534315e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 184703 members 
Entering Unmasked Estep 
Score: -15346345.000000 Penalty: 4125.412109
	Iteration 10Q: 3 clusters Score -1.534634e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 186577 members 
Entering Unmasked Estep 
Score: -15347454.000000 Penalty: 4125.412109
	Iteration 11Q: 3 clusters Score -1.534745e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137025 members 
Mstep: Class 2 contains 188624 members 
Entering Unmasked Estep 
Score: -15348102.000000 Penalty: 4125.412109
	Iteration 12Q: 3 clusters Score -1.53481e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 190848 members 
Entering Unmasked Estep 
Score: -15348523.000000 Penalty: 4125.412109
	Iteration 13Q: 3 clusters Score -1.534852e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Mstep: Class 2 contains 193194 members 
Entering Unmasked Estep 
Score: -15349020.000000 Penalty: 4125.412109
	Iteration 14Q: 3 clusters Score -1.534902e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 195680 members 
Entering Unmasked Estep 
Score: -15349648.000000 Penalty: 4125.412109
	Iteration 15Q: 3 clusters Score -1.534965e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 198340 members 
Entering Unmasked Estep 
Score: -15350194.000000 Penalty: 4125.412109
	Iteration 16Q: 3 clusters Score -1.535019e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 201129 members 
Entering Unmasked Estep 
Score: -15350768.000000 Penalty: 4125.412109
	Iteration 17Q: 3 clusters Score -1.535077e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121526 members 
Mstep: Class 2 contains 204123 members 
Entering Unmasked Estep 
Score: -15351349.000000 Penalty: 4125.412109
	Iteration 18Q: 3 clusters Score -1.535135e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 207365 members 
Entering Unmasked Estep 
Score: -15352037.000000 Penalty: 4125.412109
	Iteration 19Q: 3 clusters Score -1.535204e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114830 members 
Mstep: Class 2 contains 210819 members 
Entering Unmasked Estep 
Score: -15352729.000000 Penalty: 4125.412109
	Iteration 20F: 3 clusters Score -1.535273e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 214427 members 
Entering Unmasked Estep 
Score: -15353410.000000 Penalty: 4125.412109
	Iteration 21Q: 3 clusters Score -1.535341e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107330 members 
Mstep: Class 2 contains 218319 members 
Entering Unmasked Estep 
Score: -15354368.000000 Penalty: 4125.412109
	Iteration 22Q: 3 clusters Score -1.535437e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 222550 members 
Entering Unmasked Estep 
Score: -15355382.000000 Penalty: 4125.412109
	Iteration 23Q: 3 clusters Score -1.535538e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 226981 members 
Entering Unmasked Estep 
Score: -15356324.000000 Penalty: 4125.412109
	Iteration 24Q: 3 clusters Score -1.535632e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 231683 members 
Entering Unmasked Estep 
Score: -15357462.000000 Penalty: 4125.412109
	Iteration 25Q: 3 clusters Score -1.535746e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 236647 members 
Entering Unmasked Estep 
Score: -15358818.000000 Penalty: 4125.412109
	Iteration 26Q: 3 clusters Score -1.535882e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 241838 members 
Entering Unmasked Estep 
Score: -15360162.000000 Penalty: 4125.412109
	Iteration 27Q: 3 clusters Score -1.536016e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 247329 members 
Entering Unmasked Estep 
Score: -15361609.000000 Penalty: 4125.412109
	Iteration 28Q: 3 clusters Score -1.536161e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 252956 members 
Entering Unmasked Estep 
Score: -15363415.000000 Penalty: 4125.412109
	Iteration 29Q: 3 clusters Score -1.536342e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 258782 members 
Entering Unmasked Estep 
Score: -15365250.000000 Penalty: 4125.412109
	Iteration 30Q: 3 clusters Score -1.536525e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 264813 members 
Entering Unmasked Estep 
Score: -15367331.000000 Penalty: 4125.412109
	Iteration 31Q: 3 clusters Score -1.536733e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 270913 members 
Entering Unmasked Estep 
Score: -15369676.000000 Penalty: 4125.412109
	Iteration 32Q: 3 clusters Score -1.536968e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 277081 members 
Entering Unmasked Estep 
Score: -15372185.000000 Penalty: 4125.412109
	Iteration 33Q: 3 clusters Score -1.537218e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 283089 members 
Entering Unmasked Estep 
Score: -15375042.000000 Penalty: 4125.412109
	Iteration 34Q: 3 clusters Score -1.537504e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 288996 members 
Entering Unmasked Estep 
Score: -15377938.000000 Penalty: 4125.412109
	Iteration 35Q: 3 clusters Score -1.537794e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 294654 members 
Entering Unmasked Estep 
Score: -15380843.000000 Penalty: 4125.412109
	Iteration 36Q: 3 clusters Score -1.538084e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 299799 members 
Entering Unmasked Estep 
Score: -15383511.000000 Penalty: 4125.412109
	Iteration 37Q: 3 clusters Score -1.538351e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 304541 members 
Entering Unmasked Estep 
Score: -15386007.000000 Penalty: 4125.412109
	Iteration 38Q: 3 clusters Score -1.538601e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 308674 members 
Entering Unmasked Estep 
Score: -15388260.000000 Penalty: 4125.412109
	Iteration 39Q: 3 clusters Score -1.538826e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 312124 members 
Entering Unmasked Estep 
Score: -15390348.000000 Penalty: 4125.412109
	Iteration 40F: 3 clusters Score -1.539035e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 314932 members 
Entering Unmasked Estep 
Score: -15392118.000000 Penalty: 4125.412109
	Iteration 41Q: 3 clusters Score -1.539212e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 316972 members 
Entering Unmasked Estep 
Score: -15393549.000000 Penalty: 4125.412109
	Iteration 42Q: 3 clusters Score -1.539355e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 318480 members 
Entering Unmasked Estep 
Score: -15394583.000000 Penalty: 4125.412109
	Iteration 43Q: 3 clusters Score -1.539458e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 319600 members 
Entering Unmasked Estep 
Score: -15395267.000000 Penalty: 4125.412109
	Iteration 44Q: 3 clusters Score -1.539527e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 320447 members 
Entering Unmasked Estep 
Score: -15395760.000000 Penalty: 4125.412109
	Iteration 45Q: 3 clusters Score -1.539576e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 321060 members 
Entering Unmasked Estep 
Score: -15396138.000000 Penalty: 4125.412109
	Iteration 46Q: 3 clusters Score -1.539614e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 321535 members 
Entering Unmasked Estep 
Score: -15396461.000000 Penalty: 4125.412109
	Iteration 47Q: 3 clusters Score -1.539646e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 321938 members 
Entering Unmasked Estep 
Score: -15396619.000000 Penalty: 4125.412109
	Iteration 48Q: 3 clusters Score -1.539662e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 322243 members 
Entering Unmasked Estep 
Score: -15396729.000000 Penalty: 4125.412109
	Iteration 49Q: 3 clusters Score -1.539673e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 322480 members 
Entering Unmasked Estep 
Score: -15396851.000000 Penalty: 4125.412109
	Iteration 50Q: 3 clusters Score -1.539685e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 322654 members 
Entering Unmasked Estep 
Score: -15396877.000000 Penalty: 4125.412109
	Iteration 51Q: 3 clusters Score -1.539688e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 322807 members 
Entering Unmasked Estep 
Score: -15396941.000000 Penalty: 4125.412109
	Iteration 52Q: 3 clusters Score -1.539694e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 322940 members 
Entering Unmasked Estep 
Score: -15396994.000000 Penalty: 4125.412109
	Iteration 53Q: 3 clusters Score -1.539699e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 323064 members 
Entering Unmasked Estep 
Score: -15397092.000000 Penalty: 4125.412109
	Iteration 54Q: 3 clusters Score -1.539709e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 323164 members 
Entering Unmasked Estep 
Score: -15397124.000000 Penalty: 4125.412109
	Iteration 55Q: 3 clusters Score -1.539712e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 323245 members 
Entering Unmasked Estep 
Score: -15397118.000000 Penalty: 4125.412109
	Iteration 56Q: 3 clusters Score -1.539712e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 323311 members 
Entering Unmasked Estep 
Score: -15397140.000000 Penalty: 4125.412109
	Iteration 57Q: 3 clusters Score -1.539714e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 323370 members 
Entering Unmasked Estep 
Score: -15397165.000000 Penalty: 4125.412109
	Iteration 58Q: 3 clusters Score -1.539716e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 323423 members 
Entering Unmasked Estep 
Score: -15397171.000000 Penalty: 4125.412109
	Iteration 59Q: 3 clusters Score -1.539717e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 323470 members 
Entering Unmasked Estep 
Score: -15397182.000000 Penalty: 4125.412109
	Iteration 60F: 3 clusters Score -1.539718e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 323517 members 
Entering Unmasked Estep 
Score: -15397183.000000 Penalty: 4125.412109
	Iteration 61Q: 3 clusters Score -1.539718e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 323561 members 
Entering Unmasked Estep 
Score: -15397189.000000 Penalty: 4125.412109
	Iteration 62Q: 3 clusters Score -1.539719e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 323604 members 
Entering Unmasked Estep 
Score: -15397196.000000 Penalty: 4125.412109
	Iteration 63Q: 3 clusters Score -1.53972e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 323634 members 
Entering Unmasked Estep 
Score: -15397204.000000 Penalty: 4125.412109
	Iteration 64Q: 3 clusters Score -1.53972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 323658 members 
Entering Unmasked Estep 
Score: -15397225.000000 Penalty: 4125.412109
	Iteration 65Q: 3 clusters Score -1.539722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 323675 members 
Entering Unmasked Estep 
Score: -15397220.000000 Penalty: 4125.412109
	Iteration 66Q: 3 clusters Score -1.539722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 323681 members 
Entering Unmasked Estep 
Score: -15397225.000000 Penalty: 4125.412109
	Iteration 67Q: 3 clusters Score -1.539722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 323685 members 
Entering Unmasked Estep 
Score: -15397216.000000 Penalty: 4125.412109
	Iteration 68Q: 3 clusters Score -1.539722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 323695 members 
Entering Unmasked Estep 
Score: -15397213.000000 Penalty: 4125.412109
	Iteration 69Q: 3 clusters Score -1.539721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 323707 members 
Entering Unmasked Estep 
Score: -15397231.000000 Penalty: 4125.412109
	Iteration 70Q: 3 clusters Score -1.539723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 323717 members 
Entering Unmasked Estep 
Score: -15397238.000000 Penalty: 4125.412109
	Iteration 71Q: 3 clusters Score -1.539724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 323726 members 
Entering Unmasked Estep 
Score: -15397216.000000 Penalty: 4125.412109
	Iteration 72Q: 3 clusters Score -1.539722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 323736 members 
Entering Unmasked Estep 
Score: -15397228.000000 Penalty: 4125.412109
	Iteration 73Q: 3 clusters Score -1.539723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 323747 members 
Entering Unmasked Estep 
Score: -15397242.000000 Penalty: 4125.412109
	Iteration 74Q: 3 clusters Score -1.539724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 323760 members 
Entering Unmasked Estep 
Score: -15397238.000000 Penalty: 4125.412109
	Iteration 75Q: 3 clusters Score -1.539724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 323761 members 
Entering Unmasked Estep 
Score: -15397239.000000 Penalty: 4125.412109
	Iteration 76Q: 3 clusters Score -1.539724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 323763 members 
Entering Unmasked Estep 
Score: -15397239.000000 Penalty: 4125.412109
	Iteration 77Q: 3 clusters Score -1.539724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 323765 members 
Entering Unmasked Estep 
Score: -15397239.000000 Penalty: 4125.412109
	Iteration 78Q: 3 clusters Score -1.539724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 323767 members 
Entering Unmasked Estep 
Score: -15397233.000000 Penalty: 4125.412109
	Iteration 79Q: 3 clusters Score -1.539723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 323771 members 
Entering Unmasked Estep 
Score: -15397234.000000 Penalty: 4125.412109
	Iteration 80F: 3 clusters Score -1.539723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 323775 members 
Entering Unmasked Estep 
Score: -15397224.000000 Penalty: 4125.412109
	Iteration 81Q: 3 clusters Score -1.539722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 323777 members 
Entering Unmasked Estep 
Score: -15397233.000000 Penalty: 4125.412109
	Iteration 82Q: 3 clusters Score -1.539723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 323779 members 
Entering Unmasked Estep 
Score: -15397231.000000 Penalty: 4125.412109
	Iteration 83Q: 3 clusters Score -1.539723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 323782 members 
Entering Unmasked Estep 
Score: -15397233.000000 Penalty: 4125.412109
	Iteration 84Q: 3 clusters Score -1.539723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 323781 members 
Entering Unmasked Estep 
Score: -15397235.000000 Penalty: 4125.412109
	Iteration 85Q: 3 clusters Score -1.539724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 323782 members 
Entering Unmasked Estep 
Score: -15397237.000000 Penalty: 4125.412109
	Iteration 86Q: 3 clusters Score -1.539724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 323783 members 
Entering Unmasked Estep 
Score: -15397236.000000 Penalty: 4125.412109
	Iteration 87Q: 3 clusters Score -1.539724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 323782 members 
Entering Unmasked Estep 
Score: -15397226.000000 Penalty: 4125.412109
	Iteration 88Q: 3 clusters Score -1.539723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 323781 members 
Entering Unmasked Estep 
Score: -15397225.000000 Penalty: 4125.412109
	Iteration 89Q: 3 clusters Score -1.539722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 323781 members 
Entering Unmasked Estep 
Score: -15397225.000000 Penalty: 4125.412109
	Iteration 90F: 3 clusters Score -1.539722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -314183.937500 Penalty: 1424.412354
	Iteration 0F: 2 clusters Score -314183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -309285.031250 Penalty: 2848.824707
	Iteration 0F: 3 clusters Score -309285 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -310770.187500 Penalty: 2848.824707
	Iteration 1F: 3 clusters Score -310770.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -310962.750000 Penalty: 2848.824707
	Iteration 2F: 3 clusters Score -310962.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -311082.156250 Penalty: 2848.824707
	Iteration 3Q: 3 clusters Score -311082.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -311165.125000 Penalty: 2848.824707
	Iteration 4Q: 3 clusters Score -311165.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -311229.812500 Penalty: 2848.824707
	Iteration 5Q: 3 clusters Score -311229.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -311275.187500 Penalty: 2848.824707
	Iteration 6Q: 3 clusters Score -311275.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -311310.906250 Penalty: 2848.824707
	Iteration 7Q: 3 clusters Score -311310.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -311345.968750 Penalty: 2848.824707
	Iteration 8Q: 3 clusters Score -311346 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -311374.500000 Penalty: 2848.824707
	Iteration 9Q: 3 clusters Score -311374.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -311403.843750 Penalty: 2848.824707
	Iteration 10Q: 3 clusters Score -311403.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -311440.406250 Penalty: 2848.824707
	Iteration 11Q: 3 clusters Score -311440.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -311473.593750 Penalty: 2848.824707
	Iteration 12Q: 3 clusters Score -311473.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -311514.625000 Penalty: 2848.824707
	Iteration 13Q: 3 clusters Score -311514.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -311555.937500 Penalty: 2848.824707
	Iteration 14Q: 3 clusters Score -311555.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -311607.281250 Penalty: 2848.824707
	Iteration 15Q: 3 clusters Score -311607.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -311666.906250 Penalty: 2848.824707
	Iteration 16Q: 3 clusters Score -311666.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -311746.531250 Penalty: 2848.824707
	Iteration 17Q: 3 clusters Score -311746.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -311836.500000 Penalty: 2848.824707
	Iteration 18Q: 3 clusters Score -311836.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -311943.343750 Penalty: 2848.824707
	Iteration 19Q: 3 clusters Score -311943.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -312057.312500 Penalty: 2848.824707
	Iteration 20F: 3 clusters Score -312057.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -312176.625000 Penalty: 2848.824707
	Iteration 21Q: 3 clusters Score -312176.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -312295.937500 Penalty: 2848.824707
	Iteration 22Q: 3 clusters Score -312295.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -312410.031250 Penalty: 2848.824707
	Iteration 23Q: 3 clusters Score -312410 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -312512.937500 Penalty: 2848.824707
	Iteration 24Q: 3 clusters Score -312512.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -312592.187500 Penalty: 2848.824707
	Iteration 25Q: 3 clusters Score -312592.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -312672.531250 Penalty: 2848.824707
	Iteration 26Q: 3 clusters Score -312672.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -312758.062500 Penalty: 2848.824707
	Iteration 27Q: 3 clusters Score -312758.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -312819.625000 Penalty: 2848.824707
	Iteration 28Q: 3 clusters Score -312819.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -312866.843750 Penalty: 2848.824707
	Iteration 29Q: 3 clusters Score -312866.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -312903.625000 Penalty: 2848.824707
	Iteration 30Q: 3 clusters Score -312903.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -312935.718750 Penalty: 2848.824707
	Iteration 31Q: 3 clusters Score -312935.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -312957.468750 Penalty: 2848.824707
	Iteration 32Q: 3 clusters Score -312957.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -312980.843750 Penalty: 2848.824707
	Iteration 33Q: 3 clusters Score -312980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -312994.000000 Penalty: 2848.824707
	Iteration 34Q: 3 clusters Score -312994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -313006.156250 Penalty: 2848.824707
	Iteration 35Q: 3 clusters Score -313006.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -313022.812500 Penalty: 2848.824707
	Iteration 36Q: 3 clusters Score -313022.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -313035.937500 Penalty: 2848.824707
	Iteration 37Q: 3 clusters Score -313035.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -313045.343750 Penalty: 2848.824707
	Iteration 38Q: 3 clusters Score -313045.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -313056.750000 Penalty: 2848.824707
	Iteration 39Q: 3 clusters Score -313056.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -313065.875000 Penalty: 2848.824707
	Iteration 40F: 3 clusters Score -313065.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -313069.875000 Penalty: 2848.824707
	Iteration 41Q: 3 clusters Score -313069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -313073.625000 Penalty: 2848.824707
	Iteration 42Q: 3 clusters Score -313073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -313077.625000 Penalty: 2848.824707
	Iteration 43Q: 3 clusters Score -313077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -313081.875000 Penalty: 2848.824707
	Iteration 44Q: 3 clusters Score -313081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -313086.937500 Penalty: 2848.824707
	Iteration 45Q: 3 clusters Score -313086.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -313092.343750 Penalty: 2848.824707
	Iteration 46Q: 3 clusters Score -313092.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -313096.312500 Penalty: 2848.824707
	Iteration 47Q: 3 clusters Score -313096.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -313099.156250 Penalty: 2848.824707
	Iteration 48Q: 3 clusters Score -313099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -313101.406250 Penalty: 2848.824707
	Iteration 49Q: 3 clusters Score -313101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -313102.843750 Penalty: 2848.824707
	Iteration 50Q: 3 clusters Score -313102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -313104.312500 Penalty: 2848.824707
	Iteration 51Q: 3 clusters Score -313104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -313106.406250 Penalty: 2848.824707
	Iteration 52Q: 3 clusters Score -313106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -313110.843750 Penalty: 2848.824707
	Iteration 53Q: 3 clusters Score -313110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -313113.312500 Penalty: 2848.824707
	Iteration 54Q: 3 clusters Score -313113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -313115.437500 Penalty: 2848.824707
	Iteration 55Q: 3 clusters Score -313115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -313116.500000 Penalty: 2848.824707
	Iteration 56Q: 3 clusters Score -313116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -313116.781250 Penalty: 2848.824707
	Iteration 57Q: 3 clusters Score -313116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -313119.406250 Penalty: 2848.824707
	Iteration 58Q: 3 clusters Score -313119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -313119.531250 Penalty: 2848.824707
	Iteration 59Q: 3 clusters Score -313119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -313121.406250 Penalty: 2848.824707
	Iteration 60F: 3 clusters Score -313121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -313122.062500 Penalty: 2848.824707
	Iteration 61Q: 3 clusters Score -313122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -313123.500000 Penalty: 2848.824707
	Iteration 62Q: 3 clusters Score -313123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -313124.406250 Penalty: 2848.824707
	Iteration 63Q: 3 clusters Score -313124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -313125.437500 Penalty: 2848.824707
	Iteration 64Q: 3 clusters Score -313125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -313125.437500 Penalty: 2848.824707
	Iteration 65F: 3 clusters Score -313125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Entering Unmasked Estep 
Score: -4697327.500000 Penalty: 1865.163696
	Iteration 0F: 2 clusters Score -4697328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -4632871.000000 Penalty: 3730.327393
	Iteration 0F: 3 clusters Score -4632871 nChanged 45969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -4659088.500000 Penalty: 3730.327393
	Iteration 1F: 3 clusters Score -4659088 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -4659711.500000 Penalty: 3730.327393
	Iteration 2Q: 3 clusters Score -4659712 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -4660423.000000 Penalty: 3730.327393
	Iteration 3Q: 3 clusters Score -4660423 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -4661278.000000 Penalty: 3730.327393
	Iteration 4Q: 3 clusters Score -4661278 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -4662485.500000 Penalty: 3730.327393
	Iteration 5Q: 3 clusters Score -4662486 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -4664274.500000 Penalty: 3730.327393
	Iteration 6Q: 3 clusters Score -4664274 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4667014.000000 Penalty: 3730.327393
	Iteration 7F: 3 clusters Score -4667014 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -4670980.000000 Penalty: 3730.327393
	Iteration 8F: 3 clusters Score -4670980 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4676389.500000 Penalty: 3730.327393
	Iteration 9F: 3 clusters Score -4676390 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4682793.000000 Penalty: 3730.327393
	Iteration 10F: 3 clusters Score -4682793 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -4688521.000000 Penalty: 3730.327393
	Iteration 11F: 3 clusters Score -4688521 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4692596.000000 Penalty: 3730.327393
	Iteration 12Q: 3 clusters Score -4692596 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4694627.000000 Penalty: 3730.327393
	Iteration 13Q: 3 clusters Score -4694627 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4695311.000000 Penalty: 3730.327393
	Iteration 14Q: 3 clusters Score -4695311 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4695572.000000 Penalty: 3730.327393
	Iteration 15Q: 3 clusters Score -4695572 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4695670.000000 Penalty: 3730.327393
	Iteration 16Q: 3 clusters Score -4695670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4695724.500000 Penalty: 3730.327393
	Iteration 17Q: 3 clusters Score -4695724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4695752.000000 Penalty: 3730.327393
	Iteration 18Q: 3 clusters Score -4695752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4695779.500000 Penalty: 3730.327393
	Iteration 19Q: 3 clusters Score -4695780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4695800.500000 Penalty: 3730.327393
	Iteration 20F: 3 clusters Score -4695800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4695810.000000 Penalty: 3730.327393
	Iteration 21Q: 3 clusters Score -4695810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4695813.500000 Penalty: 3730.327393
	Iteration 22Q: 3 clusters Score -4695814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4695815.500000 Penalty: 3730.327393
	Iteration 23Q: 3 clusters Score -4695816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4695835.000000 Penalty: 3730.327393
	Iteration 24Q: 3 clusters Score -4695835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4695842.500000 Penalty: 3730.327393
	Iteration 25Q: 3 clusters Score -4695842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4695859.000000 Penalty: 3730.327393
	Iteration 26Q: 3 clusters Score -4695859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4695884.000000 Penalty: 3730.327393
	Iteration 27Q: 3 clusters Score -4695884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4695896.500000 Penalty: 3730.327393
	Iteration 28Q: 3 clusters Score -4695896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4695909.500000 Penalty: 3730.327393
	Iteration 29Q: 3 clusters Score -4695910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4695914.000000 Penalty: 3730.327393
	Iteration 30Q: 3 clusters Score -4695914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4695915.000000 Penalty: 3730.327393
	Iteration 31Q: 3 clusters Score -4695915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4695917.000000 Penalty: 3730.327393
	Iteration 32Q: 3 clusters Score -4695917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4695920.000000 Penalty: 3730.327393
	Iteration 33Q: 3 clusters Score -4695920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96361 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4695923.000000 Penalty: 3730.327393
	Iteration 34Q: 3 clusters Score -4695923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4695924.500000 Penalty: 3730.327393
	Iteration 35Q: 3 clusters Score -4695924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4695972.500000 Penalty: 3730.327393
	Iteration 36F: 3 clusters Score -4695972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4696212.000000 Penalty: 3730.327393
	Iteration 37Q: 3 clusters Score -4696212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4696457.500000 Penalty: 3730.327393
	Iteration 38Q: 3 clusters Score -4696458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4696584.000000 Penalty: 3730.327393
	Iteration 39Q: 3 clusters Score -4696584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4696904.500000 Penalty: 3730.327393
	Iteration 40F: 3 clusters Score -4696904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4697152.000000 Penalty: 3730.327393
	Iteration 41Q: 3 clusters Score -4697152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4697256.500000 Penalty: 3730.327393
	Iteration 42Q: 3 clusters Score -4697256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4697314.500000 Penalty: 3730.327393
	Iteration 43Q: 3 clusters Score -4697314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4697357.000000 Penalty: 3730.327393
	Iteration 44Q: 3 clusters Score -4697357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4697394.000000 Penalty: 3730.327393
	Iteration 45Q: 3 clusters Score -4697394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4697429.000000 Penalty: 3730.327393
	Iteration 46Q: 3 clusters Score -4697429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4697439.500000 Penalty: 3730.327393
	Iteration 47Q: 3 clusters Score -4697440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4697445.500000 Penalty: 3730.327393
	Iteration 48Q: 3 clusters Score -4697446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95993 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4697453.000000 Penalty: 3730.327393
	Iteration 49Q: 3 clusters Score -4697453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4697458.500000 Penalty: 3730.327393
	Iteration 50Q: 3 clusters Score -4697458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4697459.000000 Penalty: 3730.327393
	Iteration 51Q: 3 clusters Score -4697459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4697460.000000 Penalty: 3730.327393
	Iteration 52Q: 3 clusters Score -4697460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4697457.000000 Penalty: 3730.327393
	Iteration 53Q: 3 clusters Score -4697457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4697461.000000 Penalty: 3730.327393
	Iteration 54Q: 3 clusters Score -4697461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4697457.500000 Penalty: 3730.327393
	Iteration 55Q: 3 clusters Score -4697458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4697459.000000 Penalty: 3730.327393
	Iteration 56Q: 3 clusters Score -4697459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4697470.000000 Penalty: 3730.327393
	Iteration 57F: 3 clusters Score -4697470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4697475.500000 Penalty: 3730.327393
	Iteration 58Q: 3 clusters Score -4697476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4697477.000000 Penalty: 3730.327393
	Iteration 59Q: 3 clusters Score -4697477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4697478.500000 Penalty: 3730.327393
	Iteration 60F: 3 clusters Score -4697478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4697481.000000 Penalty: 3730.327393
	Iteration 61Q: 3 clusters Score -4697481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4697490.500000 Penalty: 3730.327393
	Iteration 62Q: 3 clusters Score -4697490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4697503.500000 Penalty: 3730.327393
	Iteration 63Q: 3 clusters Score -4697504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4697502.000000 Penalty: 3730.327393
	Iteration 64Q: 3 clusters Score -4697502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4697507.000000 Penalty: 3730.327393
	Iteration 65Q: 3 clusters Score -4697507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4697509.500000 Penalty: 3730.327393
	Iteration 66Q: 3 clusters Score -4697510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4697510.000000 Penalty: 3730.327393
	Iteration 67Q: 3 clusters Score -4697510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4697512.000000 Penalty: 3730.327393
	Iteration 68Q: 3 clusters Score -4697512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4697512.000000 Penalty: 3730.327393
	Iteration 69F: 3 clusters Score -4697512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 257656 members 
Mstep: Class 7 contains 7618 members 
Mstep: Class 8 contains 7841 members 
Mstep: Class 9 contains 64317 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 325649 members 
Mstep: Class 18 contains 6410 members 
Mstep: Class 19 contains 95936 members 
Entering Unmasked Estep 
Score: -37517544.000000 Penalty: 28732.466797
Splitting cluster 19 changes total score from -37517764.000000 to -37517544.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 257656 members 
Mstep: Class 7 contains 7618 members 
Mstep: Class 8 contains 7841 members 
Mstep: Class 9 contains 64317 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 325649 members 
Mstep: Class 18 contains 6410 members 
Mstep: Class 19 contains 96561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517724.000000 Penalty: 26522.277344
Iteration 79Q: 13 clusters Score -3.751772e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 257297 members 
Mstep: Class 7 contains 7585 members 
Mstep: Class 8 contains 7837 members 
Mstep: Class 9 contains 64137 members 
Mstep: Class 12 contains 17092 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 326527 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 96401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517772.000000 Penalty: 26522.277344
Iteration 80F: 13 clusters Score -3.751777e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 256958 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 63979 members 
Mstep: Class 12 contains 16964 members 
Mstep: Class 15 contains 6061 members 
Mstep: Class 16 contains 327336 members 
Mstep: Class 18 contains 6403 members 
Mstep: Class 19 contains 96254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517788.000000 Penalty: 26522.277344
Iteration 81Q: 13 clusters Score -3.751779e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 256638 members 
Mstep: Class 7 contains 7534 members 
Mstep: Class 8 contains 7828 members 
Mstep: Class 9 contains 63806 members 
Mstep: Class 12 contains 16849 members 
Mstep: Class 15 contains 6045 members 
Mstep: Class 16 contains 328120 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 96106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517788.000000 Penalty: 26522.277344
Iteration 82Q: 13 clusters Score -3.751779e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 3350 members 
Mstep: Class 6 contains 256342 members 
Mstep: Class 7 contains 7505 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 63625 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 15 contains 6028 members 
Mstep: Class 16 contains 328892 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 95967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517752.000000 Penalty: 26522.277344
Iteration 83Q: 13 clusters Score -3.751775e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 256068 members 
Mstep: Class 7 contains 7481 members 
Mstep: Class 8 contains 7817 members 
Mstep: Class 9 contains 63443 members 
Mstep: Class 12 contains 16619 members 
Mstep: Class 15 contains 6016 members 
Mstep: Class 16 contains 329643 members 
Mstep: Class 18 contains 6377 members 
Mstep: Class 19 contains 95823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517768.000000 Penalty: 26522.277344
Iteration 84Q: 13 clusters Score -3.751777e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 255771 members 
Mstep: Class 7 contains 7462 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 63271 members 
Mstep: Class 12 contains 16493 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 330407 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 95691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517816.000000 Penalty: 26522.277344
Iteration 85Q: 13 clusters Score -3.751782e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 4 contains 11359 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 255492 members 
Mstep: Class 7 contains 7443 members 
Mstep: Class 8 contains 7789 members 
Mstep: Class 9 contains 63089 members 
Mstep: Class 12 contains 16382 members 
Mstep: Class 15 contains 6000 members 
Mstep: Class 16 contains 331170 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 95552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517912.000000 Penalty: 26522.277344
Iteration 86Q: 13 clusters Score -3.751791e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 4 contains 11359 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 255244 members 
Mstep: Class 7 contains 7432 members 
Mstep: Class 8 contains 7778 members 
Mstep: Class 9 contains 62903 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 331872 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 95421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518024.000000 Penalty: 26522.277344
Iteration 87Q: 13 clusters Score -3.751802e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 255001 members 
Mstep: Class 7 contains 7417 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 62710 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 15 contains 5991 members 
Mstep: Class 16 contains 332559 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 95310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518004.000000 Penalty: 26522.277344
Iteration 88Q: 13 clusters Score -3.7518e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 254756 members 
Mstep: Class 7 contains 7398 members 
Mstep: Class 8 contains 7765 members 
Mstep: Class 9 contains 62522 members 
Mstep: Class 12 contains 16081 members 
Mstep: Class 15 contains 5987 members 
Mstep: Class 16 contains 333235 members 
Mstep: Class 18 contains 6286 members 
Mstep: Class 19 contains 95195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517996.000000 Penalty: 26522.277344
Iteration 89Q: 13 clusters Score -3.7518e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 4 contains 11363 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 254531 members 
Mstep: Class 7 contains 7376 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 62360 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 15 contains 5985 members 
Mstep: Class 16 contains 333860 members 
Mstep: Class 18 contains 6275 members 
Mstep: Class 19 contains 95085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518076.000000 Penalty: 26522.277344
Iteration 90Q: 13 clusters Score -3.751808e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 254310 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 62218 members 
Mstep: Class 12 contains 15863 members 
Mstep: Class 15 contains 5982 members 
Mstep: Class 16 contains 334464 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 94973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518036.000000 Penalty: 26522.277344
Iteration 91Q: 13 clusters Score -3.751804e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 4 contains 11368 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 254080 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 7753 members 
Mstep: Class 9 contains 62083 members 
Mstep: Class 12 contains 15770 members 
Mstep: Class 15 contains 5979 members 
Mstep: Class 16 contains 335035 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 94866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518108.000000 Penalty: 26522.277344
Iteration 92Q: 13 clusters Score -3.751811e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 4 contains 11373 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 253874 members 
Mstep: Class 7 contains 7318 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 61960 members 
Mstep: Class 12 contains 15692 members 
Mstep: Class 15 contains 5978 members 
Mstep: Class 16 contains 335524 members 
Mstep: Class 18 contains 6251 members 
Mstep: Class 19 contains 94786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518140.000000 Penalty: 26522.277344
Iteration 93Q: 13 clusters Score -3.751814e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 4 contains 11376 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 253668 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 7740 members 
Mstep: Class 9 contains 61839 members 
Mstep: Class 12 contains 15621 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 336025 members 
Mstep: Class 18 contains 6248 members 
Mstep: Class 19 contains 94692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518256.000000 Penalty: 26522.277344
Iteration 94Q: 13 clusters Score -3.751826e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 4 contains 11380 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 253464 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 7736 members 
Mstep: Class 9 contains 61724 members 
Mstep: Class 12 contains 15553 members 
Mstep: Class 15 contains 5974 members 
Mstep: Class 16 contains 336521 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 94585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518304.000000 Penalty: 26522.277344
Iteration 95Q: 13 clusters Score -3.75183e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 4 contains 11383 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 253277 members 
Mstep: Class 7 contains 7260 members 
Mstep: Class 8 contains 7731 members 
Mstep: Class 9 contains 61614 members 
Mstep: Class 12 contains 15489 members 
Mstep: Class 15 contains 5974 members 
Mstep: Class 16 contains 336974 members 
Mstep: Class 18 contains 6239 members 
Mstep: Class 19 contains 94501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518348.000000 Penalty: 26522.277344
Iteration 96Q: 13 clusters Score -3.751835e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 3385 members 
Mstep: Class 6 contains 253090 members 
Mstep: Class 7 contains 7241 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 61517 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 15 contains 5973 members 
Mstep: Class 16 contains 337423 members 
Mstep: Class 18 contains 6232 members 
Mstep: Class 19 contains 94417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 97Q: 13 clusters Score -3.751842e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 4 contains 11383 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 252878 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 7716 members 
Mstep: Class 9 contains 61416 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 337880 members 
Mstep: Class 18 contains 6231 members 
Mstep: Class 19 contains 94340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518468.000000 Penalty: 26522.277344
Iteration 98Q: 13 clusters Score -3.751847e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 4 contains 11380 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 252681 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 7714 members 
Mstep: Class 9 contains 61317 members 
Mstep: Class 12 contains 15296 members 
Mstep: Class 15 contains 5974 members 
Mstep: Class 16 contains 338354 members 
Mstep: Class 18 contains 6223 members 
Mstep: Class 19 contains 94249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518512.000000 Penalty: 26522.277344
Iteration 99Q: 13 clusters Score -3.751851e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 252467 members 
Mstep: Class 7 contains 7185 members 
Mstep: Class 8 contains 7711 members 
Mstep: Class 9 contains 61230 members 
Mstep: Class 12 contains 15240 members 
Mstep: Class 15 contains 5969 members 
Mstep: Class 16 contains 338814 members 
Mstep: Class 18 contains 6218 members 
Mstep: Class 19 contains 94144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518572.000000 Penalty: 26522.277344
Iteration 100F: 13 clusters Score -3.751857e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 4 contains 11387 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 252283 members 
Mstep: Class 7 contains 7163 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 61157 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 16 contains 339244 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 94048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518560.000000 Penalty: 26522.277344
Iteration 101Q: 13 clusters Score -3.751856e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 4 contains 11394 members 
Mstep: Class 5 contains 3393 members 
Mstep: Class 6 contains 252108 members 
Mstep: Class 7 contains 7140 members 
Mstep: Class 8 contains 7697 members 
Mstep: Class 9 contains 61074 members 
Mstep: Class 12 contains 15098 members 
Mstep: Class 15 contains 5959 members 
Mstep: Class 16 contains 339664 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 93948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518504.000000 Penalty: 26522.277344
Iteration 102Q: 13 clusters Score -3.75185e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 251933 members 
Mstep: Class 7 contains 7126 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 60988 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 15 contains 5953 members 
Mstep: Class 16 contains 340079 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 93878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518432.000000 Penalty: 26522.277344
Iteration 103Q: 13 clusters Score -3.751843e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 4 contains 11400 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 251749 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 7682 members 
Mstep: Class 9 contains 60907 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 340484 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 19 contains 93808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518456.000000 Penalty: 26522.277344
Iteration 104Q: 13 clusters Score -3.751846e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 4 contains 11403 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 251584 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 12 contains 14914 members 
Mstep: Class 15 contains 5948 members 
Mstep: Class 16 contains 340878 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 19 contains 93719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518440.000000 Penalty: 26522.277344
Iteration 105Q: 13 clusters Score -3.751844e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 4 contains 11402 members 
Mstep: Class 5 contains 3412 members 
Mstep: Class 6 contains 251441 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 60717 members 
Mstep: Class 12 contains 14870 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 341245 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 93629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518356.000000 Penalty: 26522.277344
Iteration 106Q: 13 clusters Score -3.751836e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 4 contains 11403 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 251274 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 60617 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 341643 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 19 contains 93524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518388.000000 Penalty: 26522.277344
Iteration 107Q: 13 clusters Score -3.751839e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 4 contains 11403 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 6 contains 251117 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 60514 members 
Mstep: Class 12 contains 14808 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 342024 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 93418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518496.000000 Penalty: 26522.277344
Iteration 108Q: 13 clusters Score -3.75185e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 4 contains 11408 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 250991 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 60417 members 
Mstep: Class 12 contains 14781 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 342366 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 93331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518532.000000 Penalty: 26522.277344
Iteration 109Q: 13 clusters Score -3.751853e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 4 contains 11410 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 6 contains 250869 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 7656 members 
Mstep: Class 9 contains 60307 members 
Mstep: Class 12 contains 14763 members 
Mstep: Class 15 contains 5942 members 
Mstep: Class 16 contains 342704 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 93253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518592.000000 Penalty: 26522.277344
Iteration 110Q: 13 clusters Score -3.751859e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 4 contains 11410 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 250752 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 7652 members 
Mstep: Class 9 contains 60220 members 
Mstep: Class 12 contains 14738 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 343018 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 93169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518564.000000 Penalty: 26522.277344
Iteration 111Q: 13 clusters Score -3.751856e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 4 contains 11412 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 250645 members 
Mstep: Class 7 contains 7027 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 60129 members 
Mstep: Class 12 contains 14706 members 
Mstep: Class 15 contains 5936 members 
Mstep: Class 16 contains 343348 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 93069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518572.000000 Penalty: 26522.277344
Iteration 112Q: 13 clusters Score -3.751857e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 4 contains 11414 members 
Mstep: Class 5 contains 3440 members 
Mstep: Class 6 contains 250545 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 7646 members 
Mstep: Class 9 contains 60034 members 
Mstep: Class 12 contains 14679 members 
Mstep: Class 15 contains 5934 members 
Mstep: Class 16 contains 343659 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 19 contains 92971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518548.000000 Penalty: 26522.277344
Iteration 113Q: 13 clusters Score -3.751855e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 4 contains 11417 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 250430 members 
Mstep: Class 7 contains 7007 members 
Mstep: Class 8 contains 7645 members 
Mstep: Class 9 contains 59954 members 
Mstep: Class 12 contains 14646 members 
Mstep: Class 15 contains 5929 members 
Mstep: Class 16 contains 343982 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 92879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518580.000000 Penalty: 26522.277344
Iteration 114Q: 13 clusters Score -3.751858e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 250306 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 7645 members 
Mstep: Class 9 contains 59875 members 
Mstep: Class 12 contains 14605 members 
Mstep: Class 15 contains 5924 members 
Mstep: Class 16 contains 344302 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 92800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518536.000000 Penalty: 26522.277344
Iteration 115Q: 13 clusters Score -3.751854e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 4 contains 11421 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 250188 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 7643 members 
Mstep: Class 9 contains 59790 members 
Mstep: Class 12 contains 14566 members 
Mstep: Class 15 contains 5917 members 
Mstep: Class 16 contains 344614 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 92731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518516.000000 Penalty: 26522.277344
Iteration 116Q: 13 clusters Score -3.751852e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 4 contains 11425 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 250056 members 
Mstep: Class 7 contains 6985 members 
Mstep: Class 8 contains 7640 members 
Mstep: Class 9 contains 59722 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 15 contains 5915 members 
Mstep: Class 16 contains 344910 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 19 contains 92674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518508.000000 Penalty: 26522.277344
Iteration 117Q: 13 clusters Score -3.751851e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 4 contains 11427 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 249940 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 7637 members 
Mstep: Class 9 contains 59663 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 15 contains 5913 members 
Mstep: Class 16 contains 345205 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 92605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518552.000000 Penalty: 26522.277344
Iteration 118Q: 13 clusters Score -3.751855e+07 nChanged 354
Entering ConstructFrom: 
Score: -37518552.000000 Penalty: 26522.277344
Entering ConstructFrom: 
Trying to split cluster 1 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -181156.890625 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -181156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -178049.953125 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -178050 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -178859.031250 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -178859 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -179001.437500 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -179001.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -179083.968750 Penalty: 2662.585449
	Iteration 3Q: 3 clusters Score -179084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -179141.062500 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -179141.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -179192.562500 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -179192.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -179237.296875 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -179237.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -179284.265625 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -179284.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -179341.984375 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -179342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -179383.828125 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -179383.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -179410.734375 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -179410.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -179435.234375 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -179435.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -179462.078125 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -179462.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -179481.906250 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -179481.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -179497.953125 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -179498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -179512.687500 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -179512.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -179535.140625 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -179535.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -179561.828125 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -179561.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -179589.109375 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -179589.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -179617.406250 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -179617.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -179649.171875 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -179649.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -179685.421875 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -179685.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -179715.187500 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -179715.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -179743.718750 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -179743.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -179770.328125 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -179770.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -179796.281250 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -179796.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -179828.531250 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -179828.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -179862.125000 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -179862.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -179887.578125 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -179887.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -179913.078125 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -179913.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -179933.046875 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -179933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -179944.062500 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -179944.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -179956.109375 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -179956.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -179964.421875 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -179964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -179973.093750 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -179973.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -179980.921875 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -179980.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -179988.390625 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -179988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -179994.812500 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -179994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -179997.906250 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -179997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -179998.656250 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -179998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -179998.515625 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -179998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -179999.093750 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -179999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -179999.218750 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -179999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -179999.218750 Penalty: 2662.585449
	Iteration 43F: 3 clusters Score -179999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -511049.906250 Penalty: 1518.385254
	Iteration 0F: 2 clusters Score -511049.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -502982.343750 Penalty: 3036.770508
	Iteration 0F: 3 clusters Score -502982.3 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -505959.937500 Penalty: 3036.770508
	Iteration 1F: 3 clusters Score -505959.9 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -506741.187500 Penalty: 3036.770508
	Iteration 2F: 3 clusters Score -506741.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -507582.937500 Penalty: 3036.770508
	Iteration 3F: 3 clusters Score -507582.9 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -508434.625000 Penalty: 3036.770508
	Iteration 4F: 3 clusters Score -508434.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -509217.062500 Penalty: 3036.770508
	Iteration 5F: 3 clusters Score -509217.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -509802.125000 Penalty: 3036.770508
	Iteration 6F: 3 clusters Score -509802.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -510149.437500 Penalty: 3036.770508
	Iteration 7F: 3 clusters Score -510149.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -510331.531250 Penalty: 3036.770508
	Iteration 8Q: 3 clusters Score -510331.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -510430.125000 Penalty: 3036.770508
	Iteration 9Q: 3 clusters Score -510430.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -510500.187500 Penalty: 3036.770508
	Iteration 10Q: 3 clusters Score -510500.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -510554.312500 Penalty: 3036.770508
	Iteration 11Q: 3 clusters Score -510554.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -510594.437500 Penalty: 3036.770508
	Iteration 12Q: 3 clusters Score -510594.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -510639.375000 Penalty: 3036.770508
	Iteration 13Q: 3 clusters Score -510639.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -510690.437500 Penalty: 3036.770508
	Iteration 14Q: 3 clusters Score -510690.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -510756.156250 Penalty: 3036.770508
	Iteration 15Q: 3 clusters Score -510756.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -510831.093750 Penalty: 3036.770508
	Iteration 16Q: 3 clusters Score -510831.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -510910.718750 Penalty: 3036.770508
	Iteration 17Q: 3 clusters Score -510910.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -510973.937500 Penalty: 3036.770508
	Iteration 18Q: 3 clusters Score -510973.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -511023.093750 Penalty: 3036.770508
	Iteration 19Q: 3 clusters Score -511023.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -511076.468750 Penalty: 3036.770508
	Iteration 20F: 3 clusters Score -511076.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -511124.187500 Penalty: 3036.770508
	Iteration 21Q: 3 clusters Score -511124.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -511184.375000 Penalty: 3036.770508
	Iteration 22Q: 3 clusters Score -511184.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -511235.531250 Penalty: 3036.770508
	Iteration 23Q: 3 clusters Score -511235.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -511260.218750 Penalty: 3036.770508
	Iteration 24Q: 3 clusters Score -511260.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -511276.000000 Penalty: 3036.770508
	Iteration 25Q: 3 clusters Score -511276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -511287.218750 Penalty: 3036.770508
	Iteration 26Q: 3 clusters Score -511287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -511297.156250 Penalty: 3036.770508
	Iteration 27Q: 3 clusters Score -511297.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -511303.750000 Penalty: 3036.770508
	Iteration 28Q: 3 clusters Score -511303.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -511305.562500 Penalty: 3036.770508
	Iteration 29Q: 3 clusters Score -511305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -511309.375000 Penalty: 3036.770508
	Iteration 30Q: 3 clusters Score -511309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -511311.781250 Penalty: 3036.770508
	Iteration 31Q: 3 clusters Score -511311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -511315.625000 Penalty: 3036.770508
	Iteration 32Q: 3 clusters Score -511315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -511317.312500 Penalty: 3036.770508
	Iteration 33Q: 3 clusters Score -511317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -511318.468750 Penalty: 3036.770508
	Iteration 34Q: 3 clusters Score -511318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -511320.156250 Penalty: 3036.770508
	Iteration 35Q: 3 clusters Score -511320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -511320.906250 Penalty: 3036.770508
	Iteration 36Q: 3 clusters Score -511320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -511321.687500 Penalty: 3036.770508
	Iteration 37Q: 3 clusters Score -511321.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -511326.218750 Penalty: 3036.770508
	Iteration 38Q: 3 clusters Score -511326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -511330.500000 Penalty: 3036.770508
	Iteration 39Q: 3 clusters Score -511330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -511331.062500 Penalty: 3036.770508
	Iteration 40F: 3 clusters Score -511331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -511330.781250 Penalty: 3036.770508
	Iteration 41Q: 3 clusters Score -511330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -511331.875000 Penalty: 3036.770508
	Iteration 42Q: 3 clusters Score -511331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -511331.875000 Penalty: 3036.770508
	Iteration 43Q: 3 clusters Score -511331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -511333.062500 Penalty: 3036.770508
	Iteration 44Q: 3 clusters Score -511333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -511332.156250 Penalty: 3036.770508
	Iteration 45Q: 3 clusters Score -511332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -511332.156250 Penalty: 3036.770508
	Iteration 46F: 3 clusters Score -511332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10366 members 
Mstep: Class 4 contains 1063 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 249826 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 59593 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 15 contains 5910 members 
Mstep: Class 16 contains 345516 members 
Mstep: Class 18 contains 6154 members 
Mstep: Class 19 contains 92538 members 
Entering Unmasked Estep 
Score: -37518016.000000 Penalty: 28732.466797
Splitting cluster 4 changes total score from -37518552.000000 to -37518016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -165950.437500 Penalty: 1323.793213
	Iteration 0F: 2 clusters Score -165950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -162962.093750 Penalty: 2647.586426
	Iteration 0F: 3 clusters Score -162962.1 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -163641.265625 Penalty: 2647.586426
	Iteration 1F: 3 clusters Score -163641.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -163752.937500 Penalty: 2647.586426
	Iteration 2F: 3 clusters Score -163752.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -163828.078125 Penalty: 2647.586426
	Iteration 3Q: 3 clusters Score -163828.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -163876.265625 Penalty: 2647.586426
	Iteration 4Q: 3 clusters Score -163876.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -163918.562500 Penalty: 2647.586426
	Iteration 5Q: 3 clusters Score -163918.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -163966.765625 Penalty: 2647.586426
	Iteration 6Q: 3 clusters Score -163966.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -164007.828125 Penalty: 2647.586426
	Iteration 7Q: 3 clusters Score -164007.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -164049.859375 Penalty: 2647.586426
	Iteration 8Q: 3 clusters Score -164049.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -164095.437500 Penalty: 2647.586426
	Iteration 9Q: 3 clusters Score -164095.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -164141.343750 Penalty: 2647.586426
	Iteration 10Q: 3 clusters Score -164141.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -164185.218750 Penalty: 2647.586426
	Iteration 11Q: 3 clusters Score -164185.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -164227.093750 Penalty: 2647.586426
	Iteration 12Q: 3 clusters Score -164227.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164275.062500 Penalty: 2647.586426
	Iteration 13Q: 3 clusters Score -164275.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164327.328125 Penalty: 2647.586426
	Iteration 14Q: 3 clusters Score -164327.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -164378.828125 Penalty: 2647.586426
	Iteration 15Q: 3 clusters Score -164378.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164428.765625 Penalty: 2647.586426
	Iteration 16Q: 3 clusters Score -164428.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -164479.031250 Penalty: 2647.586426
	Iteration 17Q: 3 clusters Score -164479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -164520.468750 Penalty: 2647.586426
	Iteration 18Q: 3 clusters Score -164520.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164553.328125 Penalty: 2647.586426
	Iteration 19Q: 3 clusters Score -164553.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -164578.796875 Penalty: 2647.586426
	Iteration 20F: 3 clusters Score -164578.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -164604.375000 Penalty: 2647.586426
	Iteration 21Q: 3 clusters Score -164604.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -164628.609375 Penalty: 2647.586426
	Iteration 22Q: 3 clusters Score -164628.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -164663.500000 Penalty: 2647.586426
	Iteration 23Q: 3 clusters Score -164663.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -164692.468750 Penalty: 2647.586426
	Iteration 24Q: 3 clusters Score -164692.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -164712.375000 Penalty: 2647.586426
	Iteration 25Q: 3 clusters Score -164712.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -164732.375000 Penalty: 2647.586426
	Iteration 26Q: 3 clusters Score -164732.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -164747.750000 Penalty: 2647.586426
	Iteration 27Q: 3 clusters Score -164747.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -164769.109375 Penalty: 2647.586426
	Iteration 28Q: 3 clusters Score -164769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -164778.078125 Penalty: 2647.586426
	Iteration 29Q: 3 clusters Score -164778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -164780.578125 Penalty: 2647.586426
	Iteration 30Q: 3 clusters Score -164780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -164783.203125 Penalty: 2647.586426
	Iteration 31Q: 3 clusters Score -164783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -164783.875000 Penalty: 2647.586426
	Iteration 32Q: 3 clusters Score -164783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -164784.234375 Penalty: 2647.586426
	Iteration 33Q: 3 clusters Score -164784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -164785.062500 Penalty: 2647.586426
	Iteration 34Q: 3 clusters Score -164785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -164785.062500 Penalty: 2647.586426
	Iteration 35F: 3 clusters Score -164785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (249826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249826 members 
Entering Unmasked Estep 
Score: -12156172.000000 Penalty: 2019.634521
	Iteration 0F: 2 clusters Score -1.215617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -11987762.000000 Penalty: 4039.269043
	Iteration 0F: 3 clusters Score -1.198776e+07 nChanged 121483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124822 members 
Mstep: Class 2 contains 125004 members 
Entering Unmasked Estep 
Score: -12059386.000000 Penalty: 4039.269043
	Iteration 1F: 3 clusters Score -1.205939e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124654 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
Score: -12060862.000000 Penalty: 4039.269043
	Iteration 2Q: 3 clusters Score -1.206086e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 125325 members 
Entering Unmasked Estep 
Score: -12063591.000000 Penalty: 4039.269043
	Iteration 3Q: 3 clusters Score -1.206359e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -12067532.000000 Penalty: 4039.269043
	Iteration 4Q: 3 clusters Score -1.206753e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124058 members 
Mstep: Class 2 contains 125768 members 
Entering Unmasked Estep 
Score: -12073737.000000 Penalty: 4039.269043
	Iteration 5Q: 3 clusters Score -1.207374e+07 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -12082162.000000 Penalty: 4039.269043
	Iteration 6F: 3 clusters Score -1.208216e+07 nChanged 16213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -12094064.000000 Penalty: 4039.269043
	Iteration 7F: 3 clusters Score -1.209406e+07 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123578 members 
Mstep: Class 2 contains 126248 members 
Entering Unmasked Estep 
Score: -12108181.000000 Penalty: 4039.269043
	Iteration 8F: 3 clusters Score -1.210818e+07 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -12118872.000000 Penalty: 4039.269043
	Iteration 9F: 3 clusters Score -1.211887e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123407 members 
Mstep: Class 2 contains 126419 members 
Entering Unmasked Estep 
Score: -12123435.000000 Penalty: 4039.269043
	Iteration 10Q: 3 clusters Score -1.212344e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 126634 members 
Entering Unmasked Estep 
Score: -12125223.000000 Penalty: 4039.269043
	Iteration 11Q: 3 clusters Score -1.212522e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122976 members 
Mstep: Class 2 contains 126850 members 
Entering Unmasked Estep 
Score: -12126125.000000 Penalty: 4039.269043
	Iteration 12Q: 3 clusters Score -1.212612e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122952 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -12126852.000000 Penalty: 4039.269043
	Iteration 13Q: 3 clusters Score -1.212685e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 126798 members 
Entering Unmasked Estep 
Score: -12127449.000000 Penalty: 4039.269043
	Iteration 14Q: 3 clusters Score -1.212745e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -12127994.000000 Penalty: 4039.269043
	Iteration 15Q: 3 clusters Score -1.212799e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123348 members 
Mstep: Class 2 contains 126478 members 
Entering Unmasked Estep 
Score: -12128484.000000 Penalty: 4039.269043
	Iteration 16Q: 3 clusters Score -1.212848e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123616 members 
Mstep: Class 2 contains 126210 members 
Entering Unmasked Estep 
Score: -12128769.000000 Penalty: 4039.269043
	Iteration 17Q: 3 clusters Score -1.212877e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -12129033.000000 Penalty: 4039.269043
	Iteration 18Q: 3 clusters Score -1.212903e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -12129196.000000 Penalty: 4039.269043
	Iteration 19Q: 3 clusters Score -1.21292e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124562 members 
Mstep: Class 2 contains 125264 members 
Entering Unmasked Estep 
Score: -12129376.000000 Penalty: 4039.269043
	Iteration 20F: 3 clusters Score -1.212938e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -12129529.000000 Penalty: 4039.269043
	Iteration 21Q: 3 clusters Score -1.212953e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125364 members 
Mstep: Class 2 contains 124462 members 
Entering Unmasked Estep 
Score: -12129648.000000 Penalty: 4039.269043
	Iteration 22Q: 3 clusters Score -1.212965e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125820 members 
Mstep: Class 2 contains 124006 members 
Entering Unmasked Estep 
Score: -12129838.000000 Penalty: 4039.269043
	Iteration 23Q: 3 clusters Score -1.212984e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -12129877.000000 Penalty: 4039.269043
	Iteration 24Q: 3 clusters Score -1.212988e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126599 members 
Mstep: Class 2 contains 123227 members 
Entering Unmasked Estep 
Score: -12129925.000000 Penalty: 4039.269043
	Iteration 25Q: 3 clusters Score -1.212992e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Mstep: Class 2 contains 122835 members 
Entering Unmasked Estep 
Score: -12129973.000000 Penalty: 4039.269043
	Iteration 26Q: 3 clusters Score -1.212997e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -12129975.000000 Penalty: 4039.269043
	Iteration 27Q: 3 clusters Score -1.212998e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 122006 members 
Entering Unmasked Estep 
Score: -12130068.000000 Penalty: 4039.269043
	Iteration 28Q: 3 clusters Score -1.213007e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 121581 members 
Entering Unmasked Estep 
Score: -12130120.000000 Penalty: 4039.269043
	Iteration 29Q: 3 clusters Score -1.213012e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 121147 members 
Entering Unmasked Estep 
Score: -12130155.000000 Penalty: 4039.269043
	Iteration 30Q: 3 clusters Score -1.213016e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -12130172.000000 Penalty: 4039.269043
	Iteration 31Q: 3 clusters Score -1.213017e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129580 members 
Mstep: Class 2 contains 120246 members 
Entering Unmasked Estep 
Score: -12130183.000000 Penalty: 4039.269043
	Iteration 32Q: 3 clusters Score -1.213018e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130039 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -12130199.000000 Penalty: 4039.269043
	Iteration 33Q: 3 clusters Score -1.21302e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -12130167.000000 Penalty: 4039.269043
	Iteration 34Q: 3 clusters Score -1.213017e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 118864 members 
Entering Unmasked Estep 
Score: -12130211.000000 Penalty: 4039.269043
	Iteration 35Q: 3 clusters Score -1.213021e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131431 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -12130314.000000 Penalty: 4039.269043
	Iteration 36Q: 3 clusters Score -1.213031e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -12130330.000000 Penalty: 4039.269043
	Iteration 37Q: 3 clusters Score -1.213033e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -12130373.000000 Penalty: 4039.269043
	Iteration 38Q: 3 clusters Score -1.213037e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132957 members 
Mstep: Class 2 contains 116869 members 
Entering Unmasked Estep 
Score: -12130378.000000 Penalty: 4039.269043
	Iteration 39Q: 3 clusters Score -1.213038e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133446 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -12130450.000000 Penalty: 4039.269043
	Iteration 40F: 3 clusters Score -1.213045e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -12130420.000000 Penalty: 4039.269043
	Iteration 41Q: 3 clusters Score -1.213042e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134464 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -12130423.000000 Penalty: 4039.269043
	Iteration 42Q: 3 clusters Score -1.213042e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135000 members 
Mstep: Class 2 contains 114826 members 
Entering Unmasked Estep 
Score: -12130453.000000 Penalty: 4039.269043
	Iteration 43Q: 3 clusters Score -1.213045e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135588 members 
Mstep: Class 2 contains 114238 members 
Entering Unmasked Estep 
Score: -12130451.000000 Penalty: 4039.269043
	Iteration 44Q: 3 clusters Score -1.213045e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -12130482.000000 Penalty: 4039.269043
	Iteration 45Q: 3 clusters Score -1.213048e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -12130498.000000 Penalty: 4039.269043
	Iteration 46Q: 3 clusters Score -1.21305e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137492 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -12130467.000000 Penalty: 4039.269043
	Iteration 47Q: 3 clusters Score -1.213047e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 111649 members 
Entering Unmasked Estep 
Score: -12130578.000000 Penalty: 4039.269043
	Iteration 48Q: 3 clusters Score -1.213058e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138913 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -12130618.000000 Penalty: 4039.269043
	Iteration 49Q: 3 clusters Score -1.213062e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -12130737.000000 Penalty: 4039.269043
	Iteration 50Q: 3 clusters Score -1.213074e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -12130735.000000 Penalty: 4039.269043
	Iteration 51Q: 3 clusters Score -1.213074e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141439 members 
Mstep: Class 2 contains 108387 members 
Entering Unmasked Estep 
Score: -12130769.000000 Penalty: 4039.269043
	Iteration 52Q: 3 clusters Score -1.213077e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 107444 members 
Entering Unmasked Estep 
Score: -12130846.000000 Penalty: 4039.269043
	Iteration 53Q: 3 clusters Score -1.213085e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143333 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -12130934.000000 Penalty: 4039.269043
	Iteration 54Q: 3 clusters Score -1.213093e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144328 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -12130978.000000 Penalty: 4039.269043
	Iteration 55Q: 3 clusters Score -1.213098e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -12131101.000000 Penalty: 4039.269043
	Iteration 56Q: 3 clusters Score -1.21311e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 103307 members 
Entering Unmasked Estep 
Score: -12131151.000000 Penalty: 4039.269043
	Iteration 57Q: 3 clusters Score -1.213115e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -12131231.000000 Penalty: 4039.269043
	Iteration 58Q: 3 clusters Score -1.213123e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -12131282.000000 Penalty: 4039.269043
	Iteration 59Q: 3 clusters Score -1.213128e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150204 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -12131426.000000 Penalty: 4039.269043
	Iteration 60F: 3 clusters Score -1.213143e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -12131611.000000 Penalty: 4039.269043
	Iteration 61Q: 3 clusters Score -1.213161e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -12131814.000000 Penalty: 4039.269043
	Iteration 62Q: 3 clusters Score -1.213181e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -12131957.000000 Penalty: 4039.269043
	Iteration 63Q: 3 clusters Score -1.213196e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 93947 members 
Entering Unmasked Estep 
Score: -12132082.000000 Penalty: 4039.269043
	Iteration 64Q: 3 clusters Score -1.213208e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157407 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -12132159.000000 Penalty: 4039.269043
	Iteration 65Q: 3 clusters Score -1.213216e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -12132265.000000 Penalty: 4039.269043
	Iteration 66Q: 3 clusters Score -1.213226e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160532 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -12132512.000000 Penalty: 4039.269043
	Iteration 67Q: 3 clusters Score -1.213251e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162151 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -12132750.000000 Penalty: 4039.269043
	Iteration 68Q: 3 clusters Score -1.213275e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -12132946.000000 Penalty: 4039.269043
	Iteration 69Q: 3 clusters Score -1.213295e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -12133157.000000 Penalty: 4039.269043
	Iteration 70Q: 3 clusters Score -1.213316e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -12133327.000000 Penalty: 4039.269043
	Iteration 71Q: 3 clusters Score -1.213333e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -12133578.000000 Penalty: 4039.269043
	Iteration 72Q: 3 clusters Score -1.213358e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171099 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -12133941.000000 Penalty: 4039.269043
	Iteration 73Q: 3 clusters Score -1.213394e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173040 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -12134198.000000 Penalty: 4039.269043
	Iteration 74Q: 3 clusters Score -1.21342e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175047 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -12134482.000000 Penalty: 4039.269043
	Iteration 75Q: 3 clusters Score -1.213448e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -12134817.000000 Penalty: 4039.269043
	Iteration 76Q: 3 clusters Score -1.213482e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179219 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -12135271.000000 Penalty: 4039.269043
	Iteration 77Q: 3 clusters Score -1.213527e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181385 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -12135621.000000 Penalty: 4039.269043
	Iteration 78Q: 3 clusters Score -1.213562e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183560 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -12136061.000000 Penalty: 4039.269043
	Iteration 79Q: 3 clusters Score -1.213606e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185793 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -12136533.000000 Penalty: 4039.269043
	Iteration 80F: 3 clusters Score -1.213653e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -12137016.000000 Penalty: 4039.269043
	Iteration 81Q: 3 clusters Score -1.213702e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -12137520.000000 Penalty: 4039.269043
	Iteration 82Q: 3 clusters Score -1.213752e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192727 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -12138060.000000 Penalty: 4039.269043
	Iteration 83Q: 3 clusters Score -1.213806e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195155 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -12138695.000000 Penalty: 4039.269043
	Iteration 84Q: 3 clusters Score -1.21387e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197666 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -12139364.000000 Penalty: 4039.269043
	Iteration 85Q: 3 clusters Score -1.213936e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200155 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -12140189.000000 Penalty: 4039.269043
	Iteration 86Q: 3 clusters Score -1.214019e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202737 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -12140835.000000 Penalty: 4039.269043
	Iteration 87Q: 3 clusters Score -1.214084e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205188 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -12141542.000000 Penalty: 4039.269043
	Iteration 88Q: 3 clusters Score -1.214154e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207599 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -12142199.000000 Penalty: 4039.269043
	Iteration 89Q: 3 clusters Score -1.21422e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210024 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -12142836.000000 Penalty: 4039.269043
	Iteration 90Q: 3 clusters Score -1.214284e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212379 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -12143464.000000 Penalty: 4039.269043
	Iteration 91Q: 3 clusters Score -1.214346e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214657 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -12144104.000000 Penalty: 4039.269043
	Iteration 92Q: 3 clusters Score -1.21441e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216897 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -12144724.000000 Penalty: 4039.269043
	Iteration 93Q: 3 clusters Score -1.214472e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219111 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -12145540.000000 Penalty: 4039.269043
	Iteration 94Q: 3 clusters Score -1.214554e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221289 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -12146278.000000 Penalty: 4039.269043
	Iteration 95Q: 3 clusters Score -1.214628e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223428 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -12147071.000000 Penalty: 4039.269043
	Iteration 96Q: 3 clusters Score -1.214707e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225492 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -12147772.000000 Penalty: 4039.269043
	Iteration 97Q: 3 clusters Score -1.214777e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227499 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -12148396.000000 Penalty: 4039.269043
	Iteration 98Q: 3 clusters Score -1.21484e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229439 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -12149044.000000 Penalty: 4039.269043
	Iteration 99Q: 3 clusters Score -1.214904e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231237 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -12149659.000000 Penalty: 4039.269043
	Iteration 100F: 3 clusters Score -1.214966e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232937 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -12150155.000000 Penalty: 4039.269043
	Iteration 101Q: 3 clusters Score -1.215016e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234514 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -12150668.000000 Penalty: 4039.269043
	Iteration 102Q: 3 clusters Score -1.215067e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235995 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -12151219.000000 Penalty: 4039.269043
	Iteration 103Q: 3 clusters Score -1.215122e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237418 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -12151700.000000 Penalty: 4039.269043
	Iteration 104Q: 3 clusters Score -1.21517e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238681 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -12152141.000000 Penalty: 4039.269043
	Iteration 105Q: 3 clusters Score -1.215214e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239852 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -12152536.000000 Penalty: 4039.269043
	Iteration 106Q: 3 clusters Score -1.215254e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240935 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -12152865.000000 Penalty: 4039.269043
	Iteration 107Q: 3 clusters Score -1.215286e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241889 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -12153204.000000 Penalty: 4039.269043
	Iteration 108Q: 3 clusters Score -1.21532e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242730 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -12153447.000000 Penalty: 4039.269043
	Iteration 109Q: 3 clusters Score -1.215345e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243421 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -12153638.000000 Penalty: 4039.269043
	Iteration 110Q: 3 clusters Score -1.215364e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244016 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -12153844.000000 Penalty: 4039.269043
	Iteration 111Q: 3 clusters Score -1.215384e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244525 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -12153966.000000 Penalty: 4039.269043
	Iteration 112Q: 3 clusters Score -1.215397e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244978 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -12154067.000000 Penalty: 4039.269043
	Iteration 113Q: 3 clusters Score -1.215407e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245374 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -12154149.000000 Penalty: 4039.269043
	Iteration 114Q: 3 clusters Score -1.215415e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245683 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -12154198.000000 Penalty: 4039.269043
	Iteration 115Q: 3 clusters Score -1.21542e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245942 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -12154224.000000 Penalty: 4039.269043
	Iteration 116Q: 3 clusters Score -1.215422e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246178 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -12154291.000000 Penalty: 4039.269043
	Iteration 117Q: 3 clusters Score -1.215429e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246378 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -12154354.000000 Penalty: 4039.269043
	Iteration 118Q: 3 clusters Score -1.215435e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246551 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -12154388.000000 Penalty: 4039.269043
	Iteration 119Q: 3 clusters Score -1.215439e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246705 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -12154415.000000 Penalty: 4039.269043
	Iteration 120F: 3 clusters Score -1.215442e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246838 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -12154424.000000 Penalty: 4039.269043
	Iteration 121Q: 3 clusters Score -1.215442e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246950 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -12154467.000000 Penalty: 4039.269043
	Iteration 122Q: 3 clusters Score -1.215447e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247058 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -12154491.000000 Penalty: 4039.269043
	Iteration 123Q: 3 clusters Score -1.215449e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247162 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -12154499.000000 Penalty: 4039.269043
	Iteration 124Q: 3 clusters Score -1.21545e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247252 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -12154532.000000 Penalty: 4039.269043
	Iteration 125Q: 3 clusters Score -1.215453e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247346 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12154587.000000 Penalty: 4039.269043
	Iteration 126Q: 3 clusters Score -1.215459e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247430 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12154586.000000 Penalty: 4039.269043
	Iteration 127Q: 3 clusters Score -1.215459e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247503 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -12154594.000000 Penalty: 4039.269043
	Iteration 128Q: 3 clusters Score -1.215459e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247558 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12154588.000000 Penalty: 4039.269043
	Iteration 129Q: 3 clusters Score -1.215459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247591 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12154607.000000 Penalty: 4039.269043
	Iteration 130Q: 3 clusters Score -1.215461e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247636 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -12154599.000000 Penalty: 4039.269043
	Iteration 131Q: 3 clusters Score -1.21546e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247674 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -12154612.000000 Penalty: 4039.269043
	Iteration 132Q: 3 clusters Score -1.215461e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247709 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12154615.000000 Penalty: 4039.269043
	Iteration 133Q: 3 clusters Score -1.215462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247738 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -12154619.000000 Penalty: 4039.269043
	Iteration 134Q: 3 clusters Score -1.215462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247769 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12154627.000000 Penalty: 4039.269043
	Iteration 135Q: 3 clusters Score -1.215463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247789 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -12154645.000000 Penalty: 4039.269043
	Iteration 136Q: 3 clusters Score -1.215464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247811 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -12154667.000000 Penalty: 4039.269043
	Iteration 137Q: 3 clusters Score -1.215467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247840 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -12154682.000000 Penalty: 4039.269043
	Iteration 138Q: 3 clusters Score -1.215468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247869 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -12154699.000000 Penalty: 4039.269043
	Iteration 139Q: 3 clusters Score -1.21547e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247902 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -12154706.000000 Penalty: 4039.269043
	Iteration 140F: 3 clusters Score -1.215471e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247933 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12154720.000000 Penalty: 4039.269043
	Iteration 141Q: 3 clusters Score -1.215472e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247964 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -12154723.000000 Penalty: 4039.269043
	Iteration 142Q: 3 clusters Score -1.215472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247991 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -12154742.000000 Penalty: 4039.269043
	Iteration 143Q: 3 clusters Score -1.215474e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248016 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -12154750.000000 Penalty: 4039.269043
	Iteration 144Q: 3 clusters Score -1.215475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248035 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12154778.000000 Penalty: 4039.269043
	Iteration 145Q: 3 clusters Score -1.215478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248055 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -12154776.000000 Penalty: 4039.269043
	Iteration 146Q: 3 clusters Score -1.215478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248066 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -12154790.000000 Penalty: 4039.269043
	Iteration 147Q: 3 clusters Score -1.215479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248074 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -12154802.000000 Penalty: 4039.269043
	Iteration 148Q: 3 clusters Score -1.21548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248089 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12154798.000000 Penalty: 4039.269043
	Iteration 149Q: 3 clusters Score -1.21548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248094 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12154803.000000 Penalty: 4039.269043
	Iteration 150Q: 3 clusters Score -1.21548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248103 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12154802.000000 Penalty: 4039.269043
	Iteration 151Q: 3 clusters Score -1.21548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248112 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -12154806.000000 Penalty: 4039.269043
	Iteration 152Q: 3 clusters Score -1.215481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248121 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -12154816.000000 Penalty: 4039.269043
	Iteration 153Q: 3 clusters Score -1.215482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248131 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12154818.000000 Penalty: 4039.269043
	Iteration 154Q: 3 clusters Score -1.215482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248134 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12154817.000000 Penalty: 4039.269043
	Iteration 155Q: 3 clusters Score -1.215482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248140 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12154823.000000 Penalty: 4039.269043
	Iteration 156Q: 3 clusters Score -1.215482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248145 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12154837.000000 Penalty: 4039.269043
	Iteration 157Q: 3 clusters Score -1.215484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248149 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -12154835.000000 Penalty: 4039.269043
	Iteration 158Q: 3 clusters Score -1.215484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248159 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -12154823.000000 Penalty: 4039.269043
	Iteration 159Q: 3 clusters Score -1.215482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248164 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -12154821.000000 Penalty: 4039.269043
	Iteration 160F: 3 clusters Score -1.215482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248169 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12154827.000000 Penalty: 4039.269043
	Iteration 161Q: 3 clusters Score -1.215483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248174 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12154811.000000 Penalty: 4039.269043
	Iteration 162Q: 3 clusters Score -1.215481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248178 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -12154811.000000 Penalty: 4039.269043
	Iteration 163Q: 3 clusters Score -1.215481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248183 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12154819.000000 Penalty: 4039.269043
	Iteration 164Q: 3 clusters Score -1.215482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248189 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12154816.000000 Penalty: 4039.269043
	Iteration 165Q: 3 clusters Score -1.215482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248190 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12154824.000000 Penalty: 4039.269043
	Iteration 166Q: 3 clusters Score -1.215482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248189 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12154822.000000 Penalty: 4039.269043
	Iteration 167Q: 3 clusters Score -1.215482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248187 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12154825.000000 Penalty: 4039.269043
	Iteration 168Q: 3 clusters Score -1.215482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248184 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12154832.000000 Penalty: 4039.269043
	Iteration 169Q: 3 clusters Score -1.215483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248183 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12154831.000000 Penalty: 4039.269043
	Iteration 170Q: 3 clusters Score -1.215483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248177 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12154834.000000 Penalty: 4039.269043
	Iteration 171Q: 3 clusters Score -1.215483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248182 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12154835.000000 Penalty: 4039.269043
	Iteration 172Q: 3 clusters Score -1.215484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248182 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12154831.000000 Penalty: 4039.269043
	Iteration 173Q: 3 clusters Score -1.215483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248181 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12154819.000000 Penalty: 4039.269043
	Iteration 174Q: 3 clusters Score -1.215482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248181 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12154824.000000 Penalty: 4039.269043
	Iteration 175Q: 3 clusters Score -1.215482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248182 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12154822.000000 Penalty: 4039.269043
	Iteration 176Q: 3 clusters Score -1.215482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248180 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12154827.000000 Penalty: 4039.269043
	Iteration 177Q: 3 clusters Score -1.215483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248179 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12154823.000000 Penalty: 4039.269043
	Iteration 178Q: 3 clusters Score -1.215482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248181 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12154819.000000 Penalty: 4039.269043
	Iteration 179Q: 3 clusters Score -1.215482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248184 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12154824.000000 Penalty: 4039.269043
	Iteration 180F: 3 clusters Score -1.215482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248185 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -12154842.000000 Penalty: 4039.269043
	Iteration 181Q: 3 clusters Score -1.215484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248188 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12154837.000000 Penalty: 4039.269043
	Iteration 182Q: 3 clusters Score -1.215484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248191 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12154836.000000 Penalty: 4039.269043
	Iteration 183Q: 3 clusters Score -1.215484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248190 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12154830.000000 Penalty: 4039.269043
	Iteration 184Q: 3 clusters Score -1.215483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248190 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12154830.000000 Penalty: 4039.269043
	Iteration 185F: 3 clusters Score -1.215483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -340810.593750 Penalty: 1437.906128
	Iteration 0F: 2 clusters Score -340810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -335621.812500 Penalty: 2875.812256
	Iteration 0F: 3 clusters Score -335621.8 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -337132.687500 Penalty: 2875.812256
	Iteration 1F: 3 clusters Score -337132.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -337364.343750 Penalty: 2875.812256
	Iteration 2F: 3 clusters Score -337364.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -337554.281250 Penalty: 2875.812256
	Iteration 3F: 3 clusters Score -337554.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -337733.906250 Penalty: 2875.812256
	Iteration 4Q: 3 clusters Score -337733.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -337897.062500 Penalty: 2875.812256
	Iteration 5Q: 3 clusters Score -337897.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -338069.125000 Penalty: 2875.812256
	Iteration 6Q: 3 clusters Score -338069.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -338238.031250 Penalty: 2875.812256
	Iteration 7Q: 3 clusters Score -338238 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -338416.156250 Penalty: 2875.812256
	Iteration 8Q: 3 clusters Score -338416.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -338589.468750 Penalty: 2875.812256
	Iteration 9Q: 3 clusters Score -338589.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -338771.562500 Penalty: 2875.812256
	Iteration 10Q: 3 clusters Score -338771.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -338946.062500 Penalty: 2875.812256
	Iteration 11Q: 3 clusters Score -338946.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -339092.593750 Penalty: 2875.812256
	Iteration 12Q: 3 clusters Score -339092.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -339201.781250 Penalty: 2875.812256
	Iteration 13Q: 3 clusters Score -339201.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -339300.875000 Penalty: 2875.812256
	Iteration 14Q: 3 clusters Score -339300.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -339375.062500 Penalty: 2875.812256
	Iteration 15Q: 3 clusters Score -339375.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -339422.218750 Penalty: 2875.812256
	Iteration 16Q: 3 clusters Score -339422.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -339455.031250 Penalty: 2875.812256
	Iteration 17Q: 3 clusters Score -339455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -339484.656250 Penalty: 2875.812256
	Iteration 18Q: 3 clusters Score -339484.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -339510.250000 Penalty: 2875.812256
	Iteration 19Q: 3 clusters Score -339510.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -339528.218750 Penalty: 2875.812256
	Iteration 20F: 3 clusters Score -339528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -339537.406250 Penalty: 2875.812256
	Iteration 21Q: 3 clusters Score -339537.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -339549.531250 Penalty: 2875.812256
	Iteration 22Q: 3 clusters Score -339549.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -339560.656250 Penalty: 2875.812256
	Iteration 23Q: 3 clusters Score -339560.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -339571.093750 Penalty: 2875.812256
	Iteration 24Q: 3 clusters Score -339571.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -339584.187500 Penalty: 2875.812256
	Iteration 25Q: 3 clusters Score -339584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -339590.375000 Penalty: 2875.812256
	Iteration 26Q: 3 clusters Score -339590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -339596.281250 Penalty: 2875.812256
	Iteration 27Q: 3 clusters Score -339596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -339599.562500 Penalty: 2875.812256
	Iteration 28Q: 3 clusters Score -339599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -339603.218750 Penalty: 2875.812256
	Iteration 29Q: 3 clusters Score -339603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -339606.500000 Penalty: 2875.812256
	Iteration 30Q: 3 clusters Score -339606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -339610.406250 Penalty: 2875.812256
	Iteration 31Q: 3 clusters Score -339610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -339611.343750 Penalty: 2875.812256
	Iteration 32Q: 3 clusters Score -339611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -339611.312500 Penalty: 2875.812256
	Iteration 33Q: 3 clusters Score -339611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -339611.312500 Penalty: 2875.812256
	Iteration 34F: 3 clusters Score -339611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Entering Unmasked Estep 
Score: -366213.937500 Penalty: 1452.767090
	Iteration 0F: 2 clusters Score -366213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -360572.187500 Penalty: 2905.534180
	Iteration 0F: 3 clusters Score -360572.2 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -362177.656250 Penalty: 2905.534180
	Iteration 1F: 3 clusters Score -362177.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -362379.906250 Penalty: 2905.534180
	Iteration 2F: 3 clusters Score -362379.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -362515.406250 Penalty: 2905.534180
	Iteration 3Q: 3 clusters Score -362515.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -362618.593750 Penalty: 2905.534180
	Iteration 4Q: 3 clusters Score -362618.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -362715.187500 Penalty: 2905.534180
	Iteration 5Q: 3 clusters Score -362715.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -362799.312500 Penalty: 2905.534180
	Iteration 6Q: 3 clusters Score -362799.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -362875.843750 Penalty: 2905.534180
	Iteration 7Q: 3 clusters Score -362875.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -362947.281250 Penalty: 2905.534180
	Iteration 8Q: 3 clusters Score -362947.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -363024.062500 Penalty: 2905.534180
	Iteration 9Q: 3 clusters Score -363024.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -363131.375000 Penalty: 2905.534180
	Iteration 10Q: 3 clusters Score -363131.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -363259.906250 Penalty: 2905.534180
	Iteration 11Q: 3 clusters Score -363259.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -363396.500000 Penalty: 2905.534180
	Iteration 12Q: 3 clusters Score -363396.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -363605.656250 Penalty: 2905.534180
	Iteration 13Q: 3 clusters Score -363605.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -363845.468750 Penalty: 2905.534180
	Iteration 14Q: 3 clusters Score -363845.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -364073.468750 Penalty: 2905.534180
	Iteration 15Q: 3 clusters Score -364073.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -364283.687500 Penalty: 2905.534180
	Iteration 16Q: 3 clusters Score -364283.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -364455.562500 Penalty: 2905.534180
	Iteration 17Q: 3 clusters Score -364455.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -364587.750000 Penalty: 2905.534180
	Iteration 18Q: 3 clusters Score -364587.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -364675.468750 Penalty: 2905.534180
	Iteration 19Q: 3 clusters Score -364675.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -364740.500000 Penalty: 2905.534180
	Iteration 20F: 3 clusters Score -364740.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -364797.468750 Penalty: 2905.534180
	Iteration 21Q: 3 clusters Score -364797.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -364833.625000 Penalty: 2905.534180
	Iteration 22Q: 3 clusters Score -364833.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -364870.687500 Penalty: 2905.534180
	Iteration 23Q: 3 clusters Score -364870.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -364900.906250 Penalty: 2905.534180
	Iteration 24Q: 3 clusters Score -364900.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -364917.156250 Penalty: 2905.534180
	Iteration 25Q: 3 clusters Score -364917.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -364927.593750 Penalty: 2905.534180
	Iteration 26Q: 3 clusters Score -364927.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -364937.406250 Penalty: 2905.534180
	Iteration 27Q: 3 clusters Score -364937.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -364944.687500 Penalty: 2905.534180
	Iteration 28Q: 3 clusters Score -364944.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -364951.000000 Penalty: 2905.534180
	Iteration 29Q: 3 clusters Score -364951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -364959.437500 Penalty: 2905.534180
	Iteration 30Q: 3 clusters Score -364959.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -364964.281250 Penalty: 2905.534180
	Iteration 31Q: 3 clusters Score -364964.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -364969.781250 Penalty: 2905.534180
	Iteration 32Q: 3 clusters Score -364969.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -364974.187500 Penalty: 2905.534180
	Iteration 33Q: 3 clusters Score -364974.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -364978.156250 Penalty: 2905.534180
	Iteration 34Q: 3 clusters Score -364978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -364981.312500 Penalty: 2905.534180
	Iteration 35Q: 3 clusters Score -364981.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -364986.031250 Penalty: 2905.534180
	Iteration 36Q: 3 clusters Score -364986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -364987.750000 Penalty: 2905.534180
	Iteration 37Q: 3 clusters Score -364987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -364991.312500 Penalty: 2905.534180
	Iteration 38Q: 3 clusters Score -364991.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -364992.968750 Penalty: 2905.534180
	Iteration 39Q: 3 clusters Score -364993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -364994.687500 Penalty: 2905.534180
	Iteration 40F: 3 clusters Score -364994.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -364995.093750 Penalty: 2905.534180
	Iteration 41Q: 3 clusters Score -364995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -364997.750000 Penalty: 2905.534180
	Iteration 42Q: 3 clusters Score -364997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -364998.781250 Penalty: 2905.534180
	Iteration 43Q: 3 clusters Score -364998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -364999.500000 Penalty: 2905.534180
	Iteration 44Q: 3 clusters Score -364999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -364999.718750 Penalty: 2905.534180
	Iteration 45Q: 3 clusters Score -364999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -364999.750000 Penalty: 2905.534180
	Iteration 46Q: 3 clusters Score -364999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -365000.906250 Penalty: 2905.534180
	Iteration 47Q: 3 clusters Score -365000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -365001.093750 Penalty: 2905.534180
	Iteration 48Q: 3 clusters Score -365001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -365001.093750 Penalty: 2905.534180
	Iteration 49F: 3 clusters Score -365001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Entering Unmasked Estep 
Score: -2889008.000000 Penalty: 1786.735229
	Iteration 0F: 2 clusters Score -2889008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2849003.000000 Penalty: 3573.470459
	Iteration 0F: 3 clusters Score -2849003 nChanged 28232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -2864972.000000 Penalty: 3573.470459
	Iteration 1F: 3 clusters Score -2864972 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -2865678.750000 Penalty: 3573.470459
	Iteration 2Q: 3 clusters Score -2865679 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -2866662.000000 Penalty: 3573.470459
	Iteration 3Q: 3 clusters Score -2866662 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -2868158.000000 Penalty: 3573.470459
	Iteration 4Q: 3 clusters Score -2868158 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2870454.500000 Penalty: 3573.470459
	Iteration 5F: 3 clusters Score -2870454 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -2873592.500000 Penalty: 3573.470459
	Iteration 6F: 3 clusters Score -2873592 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -2877289.750000 Penalty: 3573.470459
	Iteration 7F: 3 clusters Score -2877290 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -2880775.250000 Penalty: 3573.470459
	Iteration 8F: 3 clusters Score -2880775 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -2883127.500000 Penalty: 3573.470459
	Iteration 9F: 3 clusters Score -2883128 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -2884459.250000 Penalty: 3573.470459
	Iteration 10Q: 3 clusters Score -2884459 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -2885185.250000 Penalty: 3573.470459
	Iteration 11Q: 3 clusters Score -2885185 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -2885701.750000 Penalty: 3573.470459
	Iteration 12Q: 3 clusters Score -2885702 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -2886097.750000 Penalty: 3573.470459
	Iteration 13Q: 3 clusters Score -2886098 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -2886527.250000 Penalty: 3573.470459
	Iteration 14Q: 3 clusters Score -2886527 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -2886984.500000 Penalty: 3573.470459
	Iteration 15Q: 3 clusters Score -2886984 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -2887427.750000 Penalty: 3573.470459
	Iteration 16Q: 3 clusters Score -2887428 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -2887807.000000 Penalty: 3573.470459
	Iteration 17Q: 3 clusters Score -2887807 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -2888104.000000 Penalty: 3573.470459
	Iteration 18Q: 3 clusters Score -2888104 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -2888296.750000 Penalty: 3573.470459
	Iteration 19Q: 3 clusters Score -2888297 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -2888440.500000 Penalty: 3573.470459
	Iteration 20F: 3 clusters Score -2888440 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -2888510.250000 Penalty: 3573.470459
	Iteration 21Q: 3 clusters Score -2888510 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -2888594.500000 Penalty: 3573.470459
	Iteration 22Q: 3 clusters Score -2888594 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -2888642.000000 Penalty: 3573.470459
	Iteration 23Q: 3 clusters Score -2888642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -2888686.500000 Penalty: 3573.470459
	Iteration 24Q: 3 clusters Score -2888686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -2888707.750000 Penalty: 3573.470459
	Iteration 25Q: 3 clusters Score -2888708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -2888734.000000 Penalty: 3573.470459
	Iteration 26Q: 3 clusters Score -2888734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -2888748.000000 Penalty: 3573.470459
	Iteration 27Q: 3 clusters Score -2888748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -2888758.500000 Penalty: 3573.470459
	Iteration 28Q: 3 clusters Score -2888758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -2888748.500000 Penalty: 3573.470459
	Iteration 29Q: 3 clusters Score -2888748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -2888749.750000 Penalty: 3573.470459
	Iteration 30Q: 3 clusters Score -2888750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -2888754.500000 Penalty: 3573.470459
	Iteration 31Q: 3 clusters Score -2888754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -2888761.250000 Penalty: 3573.470459
	Iteration 32Q: 3 clusters Score -2888761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -2888763.750000 Penalty: 3573.470459
	Iteration 33Q: 3 clusters Score -2888764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -2888772.500000 Penalty: 3573.470459
	Iteration 34Q: 3 clusters Score -2888772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -2888785.750000 Penalty: 3573.470459
	Iteration 35Q: 3 clusters Score -2888786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -2888795.250000 Penalty: 3573.470459
	Iteration 36Q: 3 clusters Score -2888795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -2888785.750000 Penalty: 3573.470459
	Iteration 37Q: 3 clusters Score -2888786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -2888782.500000 Penalty: 3573.470459
	Iteration 38Q: 3 clusters Score -2888782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -2888784.750000 Penalty: 3573.470459
	Iteration 39Q: 3 clusters Score -2888785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -2888786.000000 Penalty: 3573.470459
	Iteration 40F: 3 clusters Score -2888786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -2888798.500000 Penalty: 3573.470459
	Iteration 41Q: 3 clusters Score -2888798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -2888799.750000 Penalty: 3573.470459
	Iteration 42Q: 3 clusters Score -2888800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -2888805.750000 Penalty: 3573.470459
	Iteration 43Q: 3 clusters Score -2888806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -2888808.500000 Penalty: 3573.470459
	Iteration 44Q: 3 clusters Score -2888808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -2888810.250000 Penalty: 3573.470459
	Iteration 45Q: 3 clusters Score -2888810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -2888808.500000 Penalty: 3573.470459
	Iteration 46Q: 3 clusters Score -2888808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -2888811.250000 Penalty: 3573.470459
	Iteration 47Q: 3 clusters Score -2888811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -2888812.250000 Penalty: 3573.470459
	Iteration 48Q: 3 clusters Score -2888812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -2888811.000000 Penalty: 3573.470459
	Iteration 49Q: 3 clusters Score -2888811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -2888807.250000 Penalty: 3573.470459
	Iteration 50Q: 3 clusters Score -2888807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -2888810.750000 Penalty: 3573.470459
	Iteration 51Q: 3 clusters Score -2888811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -2888805.500000 Penalty: 3573.470459
	Iteration 52Q: 3 clusters Score -2888806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -2888807.500000 Penalty: 3573.470459
	Iteration 53Q: 3 clusters Score -2888808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -2888807.500000 Penalty: 3573.470459
	Iteration 54F: 3 clusters Score -2888808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -714736.875000 Penalty: 1556.419312
	Iteration 0F: 2 clusters Score -714736.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -704638.312500 Penalty: 3112.838623
	Iteration 0F: 3 clusters Score -704638.3 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -708259.625000 Penalty: 3112.838623
	Iteration 1F: 3 clusters Score -708259.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -708643.500000 Penalty: 3112.838623
	Iteration 2F: 3 clusters Score -708643.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -709045.250000 Penalty: 3112.838623
	Iteration 3F: 3 clusters Score -709045.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -709486.187500 Penalty: 3112.838623
	Iteration 4F: 3 clusters Score -709486.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -710105.812500 Penalty: 3112.838623
	Iteration 5F: 3 clusters Score -710105.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -710957.812500 Penalty: 3112.838623
	Iteration 6F: 3 clusters Score -710957.8 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -711892.687500 Penalty: 3112.838623
	Iteration 7F: 3 clusters Score -711892.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -712657.687500 Penalty: 3112.838623
	Iteration 8F: 3 clusters Score -712657.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -713079.937500 Penalty: 3112.838623
	Iteration 9Q: 3 clusters Score -713079.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -713271.187500 Penalty: 3112.838623
	Iteration 10Q: 3 clusters Score -713271.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -713359.000000 Penalty: 3112.838623
	Iteration 11Q: 3 clusters Score -713359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -713415.250000 Penalty: 3112.838623
	Iteration 12Q: 3 clusters Score -713415.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -713445.062500 Penalty: 3112.838623
	Iteration 13Q: 3 clusters Score -713445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -713476.437500 Penalty: 3112.838623
	Iteration 14Q: 3 clusters Score -713476.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -713507.312500 Penalty: 3112.838623
	Iteration 15Q: 3 clusters Score -713507.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -713527.812500 Penalty: 3112.838623
	Iteration 16Q: 3 clusters Score -713527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -713537.937500 Penalty: 3112.838623
	Iteration 17Q: 3 clusters Score -713537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -713542.312500 Penalty: 3112.838623
	Iteration 18Q: 3 clusters Score -713542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -713548.750000 Penalty: 3112.838623
	Iteration 19Q: 3 clusters Score -713548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -713551.812500 Penalty: 3112.838623
	Iteration 20F: 3 clusters Score -713551.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -713558.375000 Penalty: 3112.838623
	Iteration 21Q: 3 clusters Score -713558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -713570.437500 Penalty: 3112.838623
	Iteration 22Q: 3 clusters Score -713570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -713575.437500 Penalty: 3112.838623
	Iteration 23Q: 3 clusters Score -713575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -713582.312500 Penalty: 3112.838623
	Iteration 24Q: 3 clusters Score -713582.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -713587.625000 Penalty: 3112.838623
	Iteration 25Q: 3 clusters Score -713587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -713596.750000 Penalty: 3112.838623
	Iteration 26Q: 3 clusters Score -713596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -713601.812500 Penalty: 3112.838623
	Iteration 27Q: 3 clusters Score -713601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -713604.687500 Penalty: 3112.838623
	Iteration 28Q: 3 clusters Score -713604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -713609.562500 Penalty: 3112.838623
	Iteration 29Q: 3 clusters Score -713609.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -713612.000000 Penalty: 3112.838623
	Iteration 30Q: 3 clusters Score -713612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -713616.812500 Penalty: 3112.838623
	Iteration 31Q: 3 clusters Score -713616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -713623.375000 Penalty: 3112.838623
	Iteration 32Q: 3 clusters Score -713623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -713634.125000 Penalty: 3112.838623
	Iteration 33Q: 3 clusters Score -713634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -713638.062500 Penalty: 3112.838623
	Iteration 34Q: 3 clusters Score -713638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -713641.625000 Penalty: 3112.838623
	Iteration 35Q: 3 clusters Score -713641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -713644.375000 Penalty: 3112.838623
	Iteration 36Q: 3 clusters Score -713644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -713647.312500 Penalty: 3112.838623
	Iteration 37Q: 3 clusters Score -713647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -713648.500000 Penalty: 3112.838623
	Iteration 38Q: 3 clusters Score -713648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -713648.500000 Penalty: 3112.838623
	Iteration 39F: 3 clusters Score -713648.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -290236.250000 Penalty: 1411.215210
	Iteration 0F: 2 clusters Score -290236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -285702.375000 Penalty: 2822.430420
	Iteration 0F: 3 clusters Score -285702.4 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -287096.812500 Penalty: 2822.430420
	Iteration 1F: 3 clusters Score -287096.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -287347.531250 Penalty: 2822.430420
	Iteration 2F: 3 clusters Score -287347.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -287561.906250 Penalty: 2822.430420
	Iteration 3F: 3 clusters Score -287561.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -287804.968750 Penalty: 2822.430420
	Iteration 4F: 3 clusters Score -287805 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -288069.656250 Penalty: 2822.430420
	Iteration 5F: 3 clusters Score -288069.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -288376.406250 Penalty: 2822.430420
	Iteration 6F: 3 clusters Score -288376.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -288693.343750 Penalty: 2822.430420
	Iteration 7F: 3 clusters Score -288693.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -289030.625000 Penalty: 2822.430420
	Iteration 8F: 3 clusters Score -289030.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -289265.062500 Penalty: 2822.430420
	Iteration 9Q: 3 clusters Score -289265.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -289413.937500 Penalty: 2822.430420
	Iteration 10Q: 3 clusters Score -289413.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -289480.312500 Penalty: 2822.430420
	Iteration 11Q: 3 clusters Score -289480.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -289505.437500 Penalty: 2822.430420
	Iteration 12Q: 3 clusters Score -289505.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -289519.906250 Penalty: 2822.430420
	Iteration 13Q: 3 clusters Score -289519.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -289530.031250 Penalty: 2822.430420
	Iteration 14Q: 3 clusters Score -289530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -289535.906250 Penalty: 2822.430420
	Iteration 15Q: 3 clusters Score -289535.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -289540.875000 Penalty: 2822.430420
	Iteration 16Q: 3 clusters Score -289540.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -289544.812500 Penalty: 2822.430420
	Iteration 17Q: 3 clusters Score -289544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -289546.562500 Penalty: 2822.430420
	Iteration 18Q: 3 clusters Score -289546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -289546.500000 Penalty: 2822.430420
	Iteration 19Q: 3 clusters Score -289546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -289547.156250 Penalty: 2822.430420
	Iteration 20F: 3 clusters Score -289547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -289548.312500 Penalty: 2822.430420
	Iteration 21Q: 3 clusters Score -289548.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -289548.437500 Penalty: 2822.430420
	Iteration 22Q: 3 clusters Score -289548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -289548.906250 Penalty: 2822.430420
	Iteration 23Q: 3 clusters Score -289548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -289548.937500 Penalty: 2822.430420
	Iteration 24Q: 3 clusters Score -289548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -289548.937500 Penalty: 2822.430420
	Iteration 25F: 3 clusters Score -289548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (345516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345516 members 
Entering Unmasked Estep 
Score: -16317748.000000 Penalty: 2072.329102
	Iteration 0F: 2 clusters Score -1.631775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -16084242.000000 Penalty: 4144.658203
	Iteration 0F: 3 clusters Score -1.608424e+07 nChanged 168679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 176957 members 
Entering Unmasked Estep 
Score: -16186737.000000 Penalty: 4144.658203
	Iteration 1F: 3 clusters Score -1.618674e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 179996 members 
Entering Unmasked Estep 
Score: -16190041.000000 Penalty: 4144.658203
	Iteration 2Q: 3 clusters Score -1.619004e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160671 members 
Mstep: Class 2 contains 184845 members 
Entering Unmasked Estep 
Score: -16194969.000000 Penalty: 4144.658203
	Iteration 3Q: 3 clusters Score -1.619497e+07 nChanged 16437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 192170 members 
Entering Unmasked Estep 
Score: -16202526.000000 Penalty: 4144.658203
	Iteration 4Q: 3 clusters Score -1.620253e+07 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 202759 members 
Entering Unmasked Estep 
Score: -16214456.000000 Penalty: 4144.658203
	Iteration 5F: 3 clusters Score -1.621446e+07 nChanged 22635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129884 members 
Mstep: Class 2 contains 215632 members 
Entering Unmasked Estep 
Score: -16230898.000000 Penalty: 4144.658203
	Iteration 6F: 3 clusters Score -1.62309e+07 nChanged 23095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 228571 members 
Entering Unmasked Estep 
Score: -16248870.000000 Penalty: 4144.658203
	Iteration 7F: 3 clusters Score -1.624887e+07 nChanged 20268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 239325 members 
Entering Unmasked Estep 
Score: -16263285.000000 Penalty: 4144.658203
	Iteration 8F: 3 clusters Score -1.626328e+07 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 247593 members 
Entering Unmasked Estep 
Score: -16271616.000000 Penalty: 4144.658203
	Iteration 9Q: 3 clusters Score -1.627162e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 254747 members 
Entering Unmasked Estep 
Score: -16275949.000000 Penalty: 4144.658203
	Iteration 10Q: 3 clusters Score -1.627595e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 261644 members 
Entering Unmasked Estep 
Score: -16279098.000000 Penalty: 4144.658203
	Iteration 11Q: 3 clusters Score -1.62791e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 268442 members 
Entering Unmasked Estep 
Score: -16282093.000000 Penalty: 4144.658203
	Iteration 12Q: 3 clusters Score -1.628209e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 275176 members 
Entering Unmasked Estep 
Score: -16285123.000000 Penalty: 4144.658203
	Iteration 13Q: 3 clusters Score -1.628512e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 282043 members 
Entering Unmasked Estep 
Score: -16288376.000000 Penalty: 4144.658203
	Iteration 14Q: 3 clusters Score -1.628838e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 288672 members 
Entering Unmasked Estep 
Score: -16291881.000000 Penalty: 4144.658203
	Iteration 15Q: 3 clusters Score -1.629188e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 294948 members 
Entering Unmasked Estep 
Score: -16295225.000000 Penalty: 4144.658203
	Iteration 16Q: 3 clusters Score -1.629522e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 300884 members 
Entering Unmasked Estep 
Score: -16298656.000000 Penalty: 4144.658203
	Iteration 17Q: 3 clusters Score -1.629866e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 306226 members 
Entering Unmasked Estep 
Score: -16301416.000000 Penalty: 4144.658203
	Iteration 18Q: 3 clusters Score -1.630142e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 310978 members 
Entering Unmasked Estep 
Score: -16303953.000000 Penalty: 4144.658203
	Iteration 19Q: 3 clusters Score -1.630395e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 315247 members 
Entering Unmasked Estep 
Score: -16306401.000000 Penalty: 4144.658203
	Iteration 20F: 3 clusters Score -1.63064e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 319041 members 
Entering Unmasked Estep 
Score: -16308567.000000 Penalty: 4144.658203
	Iteration 21Q: 3 clusters Score -1.630857e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 322324 members 
Entering Unmasked Estep 
Score: -16310283.000000 Penalty: 4144.658203
	Iteration 22Q: 3 clusters Score -1.631028e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 325094 members 
Entering Unmasked Estep 
Score: -16311847.000000 Penalty: 4144.658203
	Iteration 23Q: 3 clusters Score -1.631185e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 327402 members 
Entering Unmasked Estep 
Score: -16313190.000000 Penalty: 4144.658203
	Iteration 24Q: 3 clusters Score -1.631319e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 329347 members 
Entering Unmasked Estep 
Score: -16314282.000000 Penalty: 4144.658203
	Iteration 25Q: 3 clusters Score -1.631428e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 330936 members 
Entering Unmasked Estep 
Score: -16315178.000000 Penalty: 4144.658203
	Iteration 26Q: 3 clusters Score -1.631518e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 332220 members 
Entering Unmasked Estep 
Score: -16315725.000000 Penalty: 4144.658203
	Iteration 27Q: 3 clusters Score -1.631572e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 333262 members 
Entering Unmasked Estep 
Score: -16316199.000000 Penalty: 4144.658203
	Iteration 28Q: 3 clusters Score -1.63162e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 334103 members 
Entering Unmasked Estep 
Score: -16316523.000000 Penalty: 4144.658203
	Iteration 29Q: 3 clusters Score -1.631652e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 334822 members 
Entering Unmasked Estep 
Score: -16316880.000000 Penalty: 4144.658203
	Iteration 30Q: 3 clusters Score -1.631688e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 335428 members 
Entering Unmasked Estep 
Score: -16317080.000000 Penalty: 4144.658203
	Iteration 31Q: 3 clusters Score -1.631708e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 335973 members 
Entering Unmasked Estep 
Score: -16317145.000000 Penalty: 4144.658203
	Iteration 32Q: 3 clusters Score -1.631714e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 336411 members 
Entering Unmasked Estep 
Score: -16317259.000000 Penalty: 4144.658203
	Iteration 33Q: 3 clusters Score -1.631726e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 336776 members 
Entering Unmasked Estep 
Score: -16317229.000000 Penalty: 4144.658203
	Iteration 34Q: 3 clusters Score -1.631723e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 337074 members 
Entering Unmasked Estep 
Score: -16317271.000000 Penalty: 4144.658203
	Iteration 35Q: 3 clusters Score -1.631727e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 337309 members 
Entering Unmasked Estep 
Score: -16317278.000000 Penalty: 4144.658203
	Iteration 36Q: 3 clusters Score -1.631728e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 337508 members 
Entering Unmasked Estep 
Score: -16317348.000000 Penalty: 4144.658203
	Iteration 37Q: 3 clusters Score -1.631735e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 337692 members 
Entering Unmasked Estep 
Score: -16317384.000000 Penalty: 4144.658203
	Iteration 38Q: 3 clusters Score -1.631738e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 337831 members 
Entering Unmasked Estep 
Score: -16317401.000000 Penalty: 4144.658203
	Iteration 39Q: 3 clusters Score -1.63174e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 337966 members 
Entering Unmasked Estep 
Score: -16317414.000000 Penalty: 4144.658203
	Iteration 40F: 3 clusters Score -1.631741e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 338072 members 
Entering Unmasked Estep 
Score: -16317405.000000 Penalty: 4144.658203
	Iteration 41Q: 3 clusters Score -1.63174e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 338158 members 
Entering Unmasked Estep 
Score: -16317410.000000 Penalty: 4144.658203
	Iteration 42Q: 3 clusters Score -1.631741e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 338222 members 
Entering Unmasked Estep 
Score: -16317421.000000 Penalty: 4144.658203
	Iteration 43Q: 3 clusters Score -1.631742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 338279 members 
Entering Unmasked Estep 
Score: -16317414.000000 Penalty: 4144.658203
	Iteration 44Q: 3 clusters Score -1.631741e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 338334 members 
Entering Unmasked Estep 
Score: -16317429.000000 Penalty: 4144.658203
	Iteration 45Q: 3 clusters Score -1.631743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 338381 members 
Entering Unmasked Estep 
Score: -16317437.000000 Penalty: 4144.658203
	Iteration 46Q: 3 clusters Score -1.631744e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 338425 members 
Entering Unmasked Estep 
Score: -16317432.000000 Penalty: 4144.658203
	Iteration 47Q: 3 clusters Score -1.631743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 338457 members 
Entering Unmasked Estep 
Score: -16317420.000000 Penalty: 4144.658203
	Iteration 48Q: 3 clusters Score -1.631742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 338486 members 
Entering Unmasked Estep 
Score: -16317431.000000 Penalty: 4144.658203
	Iteration 49Q: 3 clusters Score -1.631743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 338510 members 
Entering Unmasked Estep 
Score: -16317453.000000 Penalty: 4144.658203
	Iteration 50Q: 3 clusters Score -1.631745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 338526 members 
Entering Unmasked Estep 
Score: -16317445.000000 Penalty: 4144.658203
	Iteration 51Q: 3 clusters Score -1.631744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 338538 members 
Entering Unmasked Estep 
Score: -16317440.000000 Penalty: 4144.658203
	Iteration 52Q: 3 clusters Score -1.631744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 338551 members 
Entering Unmasked Estep 
Score: -16317442.000000 Penalty: 4144.658203
	Iteration 53Q: 3 clusters Score -1.631744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 338565 members 
Entering Unmasked Estep 
Score: -16317449.000000 Penalty: 4144.658203
	Iteration 54Q: 3 clusters Score -1.631745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 338577 members 
Entering Unmasked Estep 
Score: -16317444.000000 Penalty: 4144.658203
	Iteration 55Q: 3 clusters Score -1.631744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 338586 members 
Entering Unmasked Estep 
Score: -16317444.000000 Penalty: 4144.658203
	Iteration 56Q: 3 clusters Score -1.631744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 338594 members 
Entering Unmasked Estep 
Score: -16317458.000000 Penalty: 4144.658203
	Iteration 57Q: 3 clusters Score -1.631746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 338600 members 
Entering Unmasked Estep 
Score: -16317449.000000 Penalty: 4144.658203
	Iteration 58Q: 3 clusters Score -1.631745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 338606 members 
Entering Unmasked Estep 
Score: -16317436.000000 Penalty: 4144.658203
	Iteration 59Q: 3 clusters Score -1.631744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 338613 members 
Entering Unmasked Estep 
Score: -16317443.000000 Penalty: 4144.658203
	Iteration 60F: 3 clusters Score -1.631744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 338622 members 
Entering Unmasked Estep 
Score: -16317438.000000 Penalty: 4144.658203
	Iteration 61Q: 3 clusters Score -1.631744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 338628 members 
Entering Unmasked Estep 
Score: -16317442.000000 Penalty: 4144.658203
	Iteration 62Q: 3 clusters Score -1.631744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 338636 members 
Entering Unmasked Estep 
Score: -16317430.000000 Penalty: 4144.658203
	Iteration 63Q: 3 clusters Score -1.631743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 338640 members 
Entering Unmasked Estep 
Score: -16317432.000000 Penalty: 4144.658203
	Iteration 64Q: 3 clusters Score -1.631743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 338645 members 
Entering Unmasked Estep 
Score: -16317429.000000 Penalty: 4144.658203
	Iteration 65Q: 3 clusters Score -1.631743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 338652 members 
Entering Unmasked Estep 
Score: -16317426.000000 Penalty: 4144.658203
	Iteration 66Q: 3 clusters Score -1.631743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 338661 members 
Entering Unmasked Estep 
Score: -16317425.000000 Penalty: 4144.658203
	Iteration 67Q: 3 clusters Score -1.631742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 338671 members 
Entering Unmasked Estep 
Score: -16317419.000000 Penalty: 4144.658203
	Iteration 68Q: 3 clusters Score -1.631742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 338677 members 
Entering Unmasked Estep 
Score: -16317433.000000 Penalty: 4144.658203
	Iteration 69Q: 3 clusters Score -1.631743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 338681 members 
Entering Unmasked Estep 
Score: -16317435.000000 Penalty: 4144.658203
	Iteration 70Q: 3 clusters Score -1.631744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 338685 members 
Entering Unmasked Estep 
Score: -16317438.000000 Penalty: 4144.658203
	Iteration 71Q: 3 clusters Score -1.631744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 338689 members 
Entering Unmasked Estep 
Score: -16317435.000000 Penalty: 4144.658203
	Iteration 72Q: 3 clusters Score -1.631744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 338691 members 
Entering Unmasked Estep 
Score: -16317426.000000 Penalty: 4144.658203
	Iteration 73Q: 3 clusters Score -1.631743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 338692 members 
Entering Unmasked Estep 
Score: -16317431.000000 Penalty: 4144.658203
	Iteration 74Q: 3 clusters Score -1.631743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 338693 members 
Entering Unmasked Estep 
Score: -16317428.000000 Penalty: 4144.658203
	Iteration 75Q: 3 clusters Score -1.631743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 338696 members 
Entering Unmasked Estep 
Score: -16317424.000000 Penalty: 4144.658203
	Iteration 76Q: 3 clusters Score -1.631742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 338698 members 
Entering Unmasked Estep 
Score: -16317442.000000 Penalty: 4144.658203
	Iteration 77Q: 3 clusters Score -1.631744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 338700 members 
Entering Unmasked Estep 
Score: -16317443.000000 Penalty: 4144.658203
	Iteration 78Q: 3 clusters Score -1.631744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 338702 members 
Entering Unmasked Estep 
Score: -16317433.000000 Penalty: 4144.658203
	Iteration 79Q: 3 clusters Score -1.631743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 338705 members 
Entering Unmasked Estep 
Score: -16317442.000000 Penalty: 4144.658203
	Iteration 80F: 3 clusters Score -1.631744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 338706 members 
Entering Unmasked Estep 
Score: -16317433.000000 Penalty: 4144.658203
	Iteration 81Q: 3 clusters Score -1.631743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 338707 members 
Entering Unmasked Estep 
Score: -16317440.000000 Penalty: 4144.658203
	Iteration 82Q: 3 clusters Score -1.631744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 338708 members 
Entering Unmasked Estep 
Score: -16317439.000000 Penalty: 4144.658203
	Iteration 83Q: 3 clusters Score -1.631744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 338710 members 
Entering Unmasked Estep 
Score: -16317437.000000 Penalty: 4144.658203
	Iteration 84Q: 3 clusters Score -1.631744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 338712 members 
Entering Unmasked Estep 
Score: -16317437.000000 Penalty: 4144.658203
	Iteration 85Q: 3 clusters Score -1.631744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 338712 members 
Entering Unmasked Estep 
Score: -16317437.000000 Penalty: 4144.658203
	Iteration 86F: 3 clusters Score -1.631744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -301451.968750 Penalty: 1417.789307
	Iteration 0F: 2 clusters Score -301452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -296712.531250 Penalty: 2835.578613
	Iteration 0F: 3 clusters Score -296712.5 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -298041.093750 Penalty: 2835.578613
	Iteration 1F: 3 clusters Score -298041.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -298253.031250 Penalty: 2835.578613
	Iteration 2F: 3 clusters Score -298253 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -298446.812500 Penalty: 2835.578613
	Iteration 3F: 3 clusters Score -298446.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -298613.437500 Penalty: 2835.578613
	Iteration 4Q: 3 clusters Score -298613.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -298788.218750 Penalty: 2835.578613
	Iteration 5Q: 3 clusters Score -298788.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -298957.062500 Penalty: 2835.578613
	Iteration 6Q: 3 clusters Score -298957.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -299088.312500 Penalty: 2835.578613
	Iteration 7Q: 3 clusters Score -299088.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -299205.500000 Penalty: 2835.578613
	Iteration 8Q: 3 clusters Score -299205.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -299323.093750 Penalty: 2835.578613
	Iteration 9Q: 3 clusters Score -299323.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -299469.406250 Penalty: 2835.578613
	Iteration 10Q: 3 clusters Score -299469.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -299613.812500 Penalty: 2835.578613
	Iteration 11Q: 3 clusters Score -299613.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -299724.875000 Penalty: 2835.578613
	Iteration 12Q: 3 clusters Score -299724.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -299809.250000 Penalty: 2835.578613
	Iteration 13Q: 3 clusters Score -299809.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -299868.375000 Penalty: 2835.578613
	Iteration 14Q: 3 clusters Score -299868.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -299899.312500 Penalty: 2835.578613
	Iteration 15Q: 3 clusters Score -299899.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -299919.718750 Penalty: 2835.578613
	Iteration 16Q: 3 clusters Score -299919.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -299934.593750 Penalty: 2835.578613
	Iteration 17Q: 3 clusters Score -299934.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -299951.687500 Penalty: 2835.578613
	Iteration 18Q: 3 clusters Score -299951.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -299963.250000 Penalty: 2835.578613
	Iteration 19Q: 3 clusters Score -299963.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -299972.125000 Penalty: 2835.578613
	Iteration 20F: 3 clusters Score -299972.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -299979.531250 Penalty: 2835.578613
	Iteration 21Q: 3 clusters Score -299979.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -299984.250000 Penalty: 2835.578613
	Iteration 22Q: 3 clusters Score -299984.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -299990.281250 Penalty: 2835.578613
	Iteration 23Q: 3 clusters Score -299990.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -299996.812500 Penalty: 2835.578613
	Iteration 24Q: 3 clusters Score -299996.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -300003.281250 Penalty: 2835.578613
	Iteration 25Q: 3 clusters Score -300003.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -300012.812500 Penalty: 2835.578613
	Iteration 26Q: 3 clusters Score -300012.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -300020.906250 Penalty: 2835.578613
	Iteration 27Q: 3 clusters Score -300020.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -300031.125000 Penalty: 2835.578613
	Iteration 28Q: 3 clusters Score -300031.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -300043.625000 Penalty: 2835.578613
	Iteration 29Q: 3 clusters Score -300043.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -300053.437500 Penalty: 2835.578613
	Iteration 30Q: 3 clusters Score -300053.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -300059.343750 Penalty: 2835.578613
	Iteration 31Q: 3 clusters Score -300059.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -300064.531250 Penalty: 2835.578613
	Iteration 32Q: 3 clusters Score -300064.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -300069.156250 Penalty: 2835.578613
	Iteration 33Q: 3 clusters Score -300069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -300072.593750 Penalty: 2835.578613
	Iteration 34Q: 3 clusters Score -300072.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -300077.593750 Penalty: 2835.578613
	Iteration 35Q: 3 clusters Score -300077.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -300086.343750 Penalty: 2835.578613
	Iteration 36Q: 3 clusters Score -300086.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -300093.656250 Penalty: 2835.578613
	Iteration 37Q: 3 clusters Score -300093.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -300098.687500 Penalty: 2835.578613
	Iteration 38Q: 3 clusters Score -300098.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -300102.000000 Penalty: 2835.578613
	Iteration 39Q: 3 clusters Score -300102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -300105.968750 Penalty: 2835.578613
	Iteration 40F: 3 clusters Score -300106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -300110.312500 Penalty: 2835.578613
	Iteration 41Q: 3 clusters Score -300110.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -300114.562500 Penalty: 2835.578613
	Iteration 42Q: 3 clusters Score -300114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -300118.531250 Penalty: 2835.578613
	Iteration 43Q: 3 clusters Score -300118.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -300125.156250 Penalty: 2835.578613
	Iteration 44Q: 3 clusters Score -300125.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -300130.406250 Penalty: 2835.578613
	Iteration 45Q: 3 clusters Score -300130.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -300135.875000 Penalty: 2835.578613
	Iteration 46Q: 3 clusters Score -300135.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -300143.625000 Penalty: 2835.578613
	Iteration 47Q: 3 clusters Score -300143.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -300148.812500 Penalty: 2835.578613
	Iteration 48Q: 3 clusters Score -300148.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -300154.875000 Penalty: 2835.578613
	Iteration 49Q: 3 clusters Score -300154.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -300159.906250 Penalty: 2835.578613
	Iteration 50Q: 3 clusters Score -300159.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -300163.093750 Penalty: 2835.578613
	Iteration 51Q: 3 clusters Score -300163.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -300166.406250 Penalty: 2835.578613
	Iteration 52Q: 3 clusters Score -300166.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -300169.781250 Penalty: 2835.578613
	Iteration 53Q: 3 clusters Score -300169.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -300172.843750 Penalty: 2835.578613
	Iteration 54Q: 3 clusters Score -300172.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -300177.218750 Penalty: 2835.578613
	Iteration 55Q: 3 clusters Score -300177.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -300181.531250 Penalty: 2835.578613
	Iteration 56Q: 3 clusters Score -300181.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -300183.531250 Penalty: 2835.578613
	Iteration 57Q: 3 clusters Score -300183.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -300187.906250 Penalty: 2835.578613
	Iteration 58Q: 3 clusters Score -300187.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -300190.562500 Penalty: 2835.578613
	Iteration 59Q: 3 clusters Score -300190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -300191.500000 Penalty: 2835.578613
	Iteration 60F: 3 clusters Score -300191.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -300192.687500 Penalty: 2835.578613
	Iteration 61Q: 3 clusters Score -300192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -300194.937500 Penalty: 2835.578613
	Iteration 62Q: 3 clusters Score -300194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -300196.031250 Penalty: 2835.578613
	Iteration 63Q: 3 clusters Score -300196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -300197.406250 Penalty: 2835.578613
	Iteration 64Q: 3 clusters Score -300197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -300198.687500 Penalty: 2835.578613
	Iteration 65Q: 3 clusters Score -300198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -300198.843750 Penalty: 2835.578613
	Iteration 66Q: 3 clusters Score -300198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -300198.875000 Penalty: 2835.578613
	Iteration 67Q: 3 clusters Score -300198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -300199.468750 Penalty: 2835.578613
	Iteration 68Q: 3 clusters Score -300199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -300199.593750 Penalty: 2835.578613
	Iteration 69Q: 3 clusters Score -300199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -300201.250000 Penalty: 2835.578613
	Iteration 70Q: 3 clusters Score -300201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -300203.125000 Penalty: 2835.578613
	Iteration 71Q: 3 clusters Score -300203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -300204.531250 Penalty: 2835.578613
	Iteration 72Q: 3 clusters Score -300204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -300205.593750 Penalty: 2835.578613
	Iteration 73Q: 3 clusters Score -300205.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -300208.281250 Penalty: 2835.578613
	Iteration 74Q: 3 clusters Score -300208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -300209.593750 Penalty: 2835.578613
	Iteration 75Q: 3 clusters Score -300209.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -300210.625000 Penalty: 2835.578613
	Iteration 76Q: 3 clusters Score -300210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -300211.375000 Penalty: 2835.578613
	Iteration 77Q: 3 clusters Score -300211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -300211.812500 Penalty: 2835.578613
	Iteration 78Q: 3 clusters Score -300211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -300212.718750 Penalty: 2835.578613
	Iteration 79Q: 3 clusters Score -300212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -300213.593750 Penalty: 2835.578613
	Iteration 80F: 3 clusters Score -300213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -300214.062500 Penalty: 2835.578613
	Iteration 81Q: 3 clusters Score -300214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -300215.187500 Penalty: 2835.578613
	Iteration 82Q: 3 clusters Score -300215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -300215.406250 Penalty: 2835.578613
	Iteration 83Q: 3 clusters Score -300215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -300215.812500 Penalty: 2835.578613
	Iteration 84Q: 3 clusters Score -300215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -300216.093750 Penalty: 2835.578613
	Iteration 85Q: 3 clusters Score -300216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -300216.218750 Penalty: 2835.578613
	Iteration 86Q: 3 clusters Score -300216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -300216.218750 Penalty: 2835.578613
	Iteration 87F: 3 clusters Score -300216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (92538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92538 members 
Entering Unmasked Estep 
Score: -4505574.500000 Penalty: 1858.248291
	Iteration 0F: 2 clusters Score -4505574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -4444026.500000 Penalty: 3716.496582
	Iteration 0F: 3 clusters Score -4444026 nChanged 43963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -4468847.500000 Penalty: 3716.496582
	Iteration 1F: 3 clusters Score -4468848 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -4469513.500000 Penalty: 3716.496582
	Iteration 2Q: 3 clusters Score -4469514 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -4470297.000000 Penalty: 3716.496582
	Iteration 3Q: 3 clusters Score -4470297 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4471432.500000 Penalty: 3716.496582
	Iteration 4Q: 3 clusters Score -4471432 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4473426.500000 Penalty: 3716.496582
	Iteration 5Q: 3 clusters Score -4473426 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4476824.500000 Penalty: 3716.496582
	Iteration 6F: 3 clusters Score -4476824 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4482150.000000 Penalty: 3716.496582
	Iteration 7F: 3 clusters Score -4482150 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4488721.000000 Penalty: 3716.496582
	Iteration 8F: 3 clusters Score -4488721 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4494779.000000 Penalty: 3716.496582
	Iteration 9F: 3 clusters Score -4494779 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4498940.500000 Penalty: 3716.496582
	Iteration 10Q: 3 clusters Score -4498940 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4501258.500000 Penalty: 3716.496582
	Iteration 11Q: 3 clusters Score -4501258 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4502554.500000 Penalty: 3716.496582
	Iteration 12Q: 3 clusters Score -4502554 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4503209.500000 Penalty: 3716.496582
	Iteration 13Q: 3 clusters Score -4503210 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4503544.500000 Penalty: 3716.496582
	Iteration 14Q: 3 clusters Score -4503544 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4503736.500000 Penalty: 3716.496582
	Iteration 15Q: 3 clusters Score -4503736 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4503871.000000 Penalty: 3716.496582
	Iteration 16Q: 3 clusters Score -4503871 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4503952.500000 Penalty: 3716.496582
	Iteration 17Q: 3 clusters Score -4503952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4504022.000000 Penalty: 3716.496582
	Iteration 18Q: 3 clusters Score -4504022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4504072.500000 Penalty: 3716.496582
	Iteration 19Q: 3 clusters Score -4504072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4504094.000000 Penalty: 3716.496582
	Iteration 20F: 3 clusters Score -4504094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4504120.000000 Penalty: 3716.496582
	Iteration 21Q: 3 clusters Score -4504120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4504145.500000 Penalty: 3716.496582
	Iteration 22Q: 3 clusters Score -4504146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4504151.000000 Penalty: 3716.496582
	Iteration 23Q: 3 clusters Score -4504151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4504170.000000 Penalty: 3716.496582
	Iteration 24Q: 3 clusters Score -4504170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4504176.000000 Penalty: 3716.496582
	Iteration 25Q: 3 clusters Score -4504176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4504195.000000 Penalty: 3716.496582
	Iteration 26Q: 3 clusters Score -4504195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4504207.500000 Penalty: 3716.496582
	Iteration 27Q: 3 clusters Score -4504208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4504217.500000 Penalty: 3716.496582
	Iteration 28Q: 3 clusters Score -4504218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4504226.500000 Penalty: 3716.496582
	Iteration 29Q: 3 clusters Score -4504226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4504229.000000 Penalty: 3716.496582
	Iteration 30Q: 3 clusters Score -4504229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4504234.500000 Penalty: 3716.496582
	Iteration 31Q: 3 clusters Score -4504234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4504236.500000 Penalty: 3716.496582
	Iteration 32Q: 3 clusters Score -4504236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4504244.000000 Penalty: 3716.496582
	Iteration 33Q: 3 clusters Score -4504244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4504249.000000 Penalty: 3716.496582
	Iteration 34Q: 3 clusters Score -4504249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4504252.500000 Penalty: 3716.496582
	Iteration 35Q: 3 clusters Score -4504252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4504259.500000 Penalty: 3716.496582
	Iteration 36Q: 3 clusters Score -4504260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4504258.500000 Penalty: 3716.496582
	Iteration 37Q: 3 clusters Score -4504258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4504262.000000 Penalty: 3716.496582
	Iteration 38Q: 3 clusters Score -4504262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4504263.500000 Penalty: 3716.496582
	Iteration 39Q: 3 clusters Score -4504264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4504268.000000 Penalty: 3716.496582
	Iteration 40F: 3 clusters Score -4504268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4504266.000000 Penalty: 3716.496582
	Iteration 41Q: 3 clusters Score -4504266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4504267.000000 Penalty: 3716.496582
	Iteration 42Q: 3 clusters Score -4504267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4504272.500000 Penalty: 3716.496582
	Iteration 43Q: 3 clusters Score -4504272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4504274.000000 Penalty: 3716.496582
	Iteration 44Q: 3 clusters Score -4504274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4504272.000000 Penalty: 3716.496582
	Iteration 45Q: 3 clusters Score -4504272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4504272.500000 Penalty: 3716.496582
	Iteration 46Q: 3 clusters Score -4504272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4504274.000000 Penalty: 3716.496582
	Iteration 47Q: 3 clusters Score -4504274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4504278.000000 Penalty: 3716.496582
	Iteration 48Q: 3 clusters Score -4504278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4504274.000000 Penalty: 3716.496582
	Iteration 49Q: 3 clusters Score -4504274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4504278.500000 Penalty: 3716.496582
	Iteration 50Q: 3 clusters Score -4504278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4504277.000000 Penalty: 3716.496582
	Iteration 51Q: 3 clusters Score -4504277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4504277.000000 Penalty: 3716.496582
	Iteration 52F: 3 clusters Score -4504277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 249826 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 59593 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 15 contains 5910 members 
Mstep: Class 16 contains 345516 members 
Mstep: Class 18 contains 6154 members 
Mstep: Class 19 contains 92538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518528.000000 Penalty: 26522.277344
Iteration 119Q: 13 clusters Score -3.751853e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 249691 members 
Mstep: Class 7 contains 6956 members 
Mstep: Class 8 contains 7626 members 
Mstep: Class 9 contains 59535 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 15 contains 5906 members 
Mstep: Class 16 contains 345829 members 
Mstep: Class 18 contains 6147 members 
Mstep: Class 19 contains 92475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518556.000000 Penalty: 26522.277344
Iteration 120F: 13 clusters Score -3.751856e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 249550 members 
Mstep: Class 7 contains 6947 members 
Mstep: Class 8 contains 7626 members 
Mstep: Class 9 contains 59485 members 
Mstep: Class 12 contains 14357 members 
Mstep: Class 15 contains 5908 members 
Mstep: Class 16 contains 346143 members 
Mstep: Class 18 contains 6142 members 
Mstep: Class 19 contains 92399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518516.000000 Penalty: 26522.277344
Iteration 121Q: 13 clusters Score -3.751852e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 3464 members 
Mstep: Class 6 contains 249408 members 
Mstep: Class 7 contains 6942 members 
Mstep: Class 8 contains 7621 members 
Mstep: Class 9 contains 59431 members 
Mstep: Class 12 contains 14315 members 
Mstep: Class 15 contains 5907 members 
Mstep: Class 16 contains 346450 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 92330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518512.000000 Penalty: 26522.277344
Iteration 122Q: 13 clusters Score -3.751851e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 4 contains 11428 members 
Mstep: Class 5 contains 3465 members 
Mstep: Class 6 contains 249283 members 
Mstep: Class 7 contains 6938 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 59379 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 15 contains 5908 members 
Mstep: Class 16 contains 346728 members 
Mstep: Class 18 contains 6134 members 
Mstep: Class 19 contains 92274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518520.000000 Penalty: 26522.277344
Iteration 123Q: 13 clusters Score -3.751852e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 249141 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 7616 members 
Mstep: Class 9 contains 59316 members 
Mstep: Class 12 contains 14244 members 
Mstep: Class 15 contains 5908 members 
Mstep: Class 16 contains 347033 members 
Mstep: Class 18 contains 6130 members 
Mstep: Class 19 contains 92211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518448.000000 Penalty: 26522.277344
Iteration 124Q: 13 clusters Score -3.751845e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 4 contains 11430 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 249002 members 
Mstep: Class 7 contains 6935 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 59243 members 
Mstep: Class 12 contains 14220 members 
Mstep: Class 15 contains 5907 members 
Mstep: Class 16 contains 347338 members 
Mstep: Class 18 contains 6128 members 
Mstep: Class 19 contains 92147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518440.000000 Penalty: 26522.277344
Iteration 125Q: 13 clusters Score -3.751844e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 4 contains 11431 members 
Mstep: Class 5 contains 3468 members 
Mstep: Class 6 contains 248864 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 59171 members 
Mstep: Class 12 contains 14190 members 
Mstep: Class 15 contains 5905 members 
Mstep: Class 16 contains 347640 members 
Mstep: Class 18 contains 6126 members 
Mstep: Class 19 contains 92083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518468.000000 Penalty: 26522.277344
Iteration 126Q: 13 clusters Score -3.751847e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 4 contains 11428 members 
Mstep: Class 5 contains 3468 members 
Mstep: Class 6 contains 248728 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 59099 members 
Mstep: Class 12 contains 14154 members 
Mstep: Class 15 contains 5905 members 
Mstep: Class 16 contains 347935 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 19 contains 92034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518492.000000 Penalty: 26522.277344
Iteration 127Q: 13 clusters Score -3.751849e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 4 contains 11428 members 
Mstep: Class 5 contains 3469 members 
Mstep: Class 6 contains 248594 members 
Mstep: Class 7 contains 6934 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 59044 members 
Mstep: Class 12 contains 14118 members 
Mstep: Class 15 contains 5902 members 
Mstep: Class 16 contains 348208 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 91994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518488.000000 Penalty: 26522.277344
Iteration 128Q: 13 clusters Score -3.751849e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11432 members 
Mstep: Class 5 contains 3471 members 
Mstep: Class 6 contains 248452 members 
Mstep: Class 7 contains 6930 members 
Mstep: Class 8 contains 7602 members 
Mstep: Class 9 contains 58996 members 
Mstep: Class 12 contains 14085 members 
Mstep: Class 15 contains 5900 members 
Mstep: Class 16 contains 348467 members 
Mstep: Class 18 contains 6118 members 
Mstep: Class 19 contains 91966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518480.000000 Penalty: 26522.277344
Iteration 129Q: 13 clusters Score -3.751848e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 4 contains 11433 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 248313 members 
Mstep: Class 7 contains 6925 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 58944 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 15 contains 5899 members 
Mstep: Class 16 contains 348735 members 
Mstep: Class 18 contains 6117 members 
Mstep: Class 19 contains 91934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518488.000000 Penalty: 26522.277344
Iteration 130Q: 13 clusters Score -3.751849e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 4 contains 11433 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 248176 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 7596 members 
Mstep: Class 9 contains 58882 members 
Mstep: Class 12 contains 14024 members 
Mstep: Class 15 contains 5899 members 
Mstep: Class 16 contains 349022 members 
Mstep: Class 18 contains 6115 members 
Mstep: Class 19 contains 91883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 13 clusters Score -3.751851e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11433 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 248046 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 58840 members 
Mstep: Class 12 contains 13993 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 349280 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 91841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518480.000000 Penalty: 26522.277344
Iteration 132Q: 13 clusters Score -3.751848e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11433 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 247918 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 58797 members 
Mstep: Class 12 contains 13961 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 349533 members 
Mstep: Class 18 contains 6110 members 
Mstep: Class 19 contains 91803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518464.000000 Penalty: 26522.277344
Iteration 133Q: 13 clusters Score -3.751846e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11432 members 
Mstep: Class 5 contains 3475 members 
Mstep: Class 6 contains 247787 members 
Mstep: Class 7 contains 6897 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 58767 members 
Mstep: Class 12 contains 13928 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 349768 members 
Mstep: Class 18 contains 6105 members 
Mstep: Class 19 contains 91775 members 
Entering Unmasked Estep 
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Iteration 134Q: 13 clusters Score -3.751848e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 247647 members 
Mstep: Class 7 contains 6890 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 58741 members 
Mstep: Class 12 contains 13898 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 349994 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 19 contains 91754 members 
Entering Unmasked Estep 
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Iteration 135Q: 13 clusters Score -3.751844e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11434 members 
Mstep: Class 5 contains 3482 members 
Mstep: Class 6 contains 247506 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 58716 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 350226 members 
Mstep: Class 18 contains 6091 members 
Mstep: Class 19 contains 91730 members 
Entering Unmasked Estep 
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Iteration 136Q: 13 clusters Score -3.751845e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 3484 members 
Mstep: Class 6 contains 247393 members 
Mstep: Class 7 contains 6880 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 58695 members 
Mstep: Class 12 contains 13842 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 350429 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 91703 members 
Entering Unmasked Estep 
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Iteration 137Q: 13 clusters Score -3.751846e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11436 members 
Mstep: Class 5 contains 3487 members 
Mstep: Class 6 contains 247283 members 
Mstep: Class 7 contains 6877 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 58667 members 
Mstep: Class 12 contains 13822 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 350625 members 
Mstep: Class 18 contains 6081 members 
Mstep: Class 19 contains 91671 members 
Entering Unmasked Estep 
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Iteration 138Q: 13 clusters Score -3.751839e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11436 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 247186 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 7567 members 
Mstep: Class 9 contains 58640 members 
Mstep: Class 12 contains 13804 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 350797 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 91653 members 
Entering Unmasked Estep 
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Iteration 139Q: 13 clusters Score -3.751839e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11439 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 247090 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 58614 members 
Mstep: Class 12 contains 13778 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 350984 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 91629 members 
Entering Unmasked Estep 
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Iteration 140F: 13 clusters Score -3.751837e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 4 contains 11440 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246996 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 7551 members 
Mstep: Class 9 contains 58592 members 
Mstep: Class 12 contains 13753 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 351161 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 91600 members 
Entering Unmasked Estep 
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Iteration 141Q: 13 clusters Score -3.751832e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11440 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246911 members 
Mstep: Class 7 contains 6858 members 
Mstep: Class 8 contains 7544 members 
Mstep: Class 9 contains 58569 members 
Mstep: Class 12 contains 13729 members 
Mstep: Class 15 contains 5899 members 
Mstep: Class 16 contains 351330 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 91571 members 
Entering Unmasked Estep 
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Iteration 142Q: 13 clusters Score -3.751833e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11439 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246829 members 
Mstep: Class 7 contains 6856 members 
Mstep: Class 8 contains 7537 members 
Mstep: Class 9 contains 58554 members 
Mstep: Class 12 contains 13707 members 
Mstep: Class 15 contains 5900 members 
Mstep: Class 16 contains 351495 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 19 contains 91535 members 
Entering Unmasked Estep 
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Iteration 143Q: 13 clusters Score -3.751838e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11440 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246748 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 58532 members 
Mstep: Class 12 contains 13691 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 351668 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 19 contains 91497 members 
Entering Unmasked Estep 
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Iteration 144Q: 13 clusters Score -3.751831e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11441 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246672 members 
Mstep: Class 7 contains 6847 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 58512 members 
Mstep: Class 12 contains 13673 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 351820 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 91468 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 13 clusters Score -3.751834e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246574 members 
Mstep: Class 7 contains 6842 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 58503 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 15 contains 5897 members 
Mstep: Class 16 contains 351981 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 91438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 13 clusters Score -3.751835e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246490 members 
Mstep: Class 7 contains 6840 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 58486 members 
Mstep: Class 12 contains 13641 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 352128 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 91404 members 
Entering Unmasked Estep 
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Iteration 147Q: 13 clusters Score -3.751834e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246413 members 
Mstep: Class 7 contains 6837 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 58467 members 
Mstep: Class 12 contains 13625 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 352268 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 91385 members 
Entering Unmasked Estep 
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Iteration 148Q: 13 clusters Score -3.751834e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246338 members 
Mstep: Class 7 contains 6834 members 
Mstep: Class 8 contains 7515 members 
Mstep: Class 9 contains 58457 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 352387 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 91372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 149Q: 13 clusters Score -3.751836e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 246261 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 58450 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 15 contains 5895 members 
Mstep: Class 16 contains 352511 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 91358 members 
Entering Unmasked Estep 
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Iteration 150Q: 13 clusters Score -3.751837e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 246192 members 
Mstep: Class 7 contains 6829 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 58441 members 
Mstep: Class 12 contains 13572 members 
Mstep: Class 15 contains 5895 members 
Mstep: Class 16 contains 352632 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 91338 members 
Entering Unmasked Estep 
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Iteration 151Q: 13 clusters Score -3.751837e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 246129 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 58429 members 
Mstep: Class 12 contains 13544 members 
Mstep: Class 15 contains 5894 members 
Mstep: Class 16 contains 352759 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 91314 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 13 clusters Score -3.751837e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 246073 members 
Mstep: Class 7 contains 6826 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 58412 members 
Mstep: Class 12 contains 13526 members 
Mstep: Class 15 contains 5893 members 
Mstep: Class 16 contains 352869 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 91296 members 
Entering Unmasked Estep 
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Iteration 153Q: 13 clusters Score -3.751835e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 246012 members 
Mstep: Class 7 contains 6822 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 58391 members 
Mstep: Class 12 contains 13507 members 
Mstep: Class 15 contains 5892 members 
Mstep: Class 16 contains 353002 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 91273 members 
Entering Unmasked Estep 
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Iteration 154Q: 13 clusters Score -3.751835e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 245940 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 58364 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 15 contains 5891 members 
Mstep: Class 16 contains 353133 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 91256 members 
Entering Unmasked Estep 
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Iteration 155Q: 13 clusters Score -3.751835e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 245886 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 58339 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 15 contains 5891 members 
Mstep: Class 16 contains 353232 members 
Mstep: Class 18 contains 6066 members 
Mstep: Class 19 contains 91239 members 
Entering Unmasked Estep 
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Iteration 156Q: 13 clusters Score -3.751839e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11441 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 245829 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 58309 members 
Mstep: Class 12 contains 13485 members 
Mstep: Class 15 contains 5891 members 
Mstep: Class 16 contains 353346 members 
Mstep: Class 18 contains 6063 members 
Mstep: Class 19 contains 91225 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 157Q: 13 clusters Score -3.75184e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 4 contains 11441 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 245773 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 58288 members 
Mstep: Class 12 contains 13473 members 
Mstep: Class 15 contains 5890 members 
Mstep: Class 16 contains 353458 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 91208 members 
Entering Unmasked Estep 
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Iteration 158Q: 13 clusters Score -3.751838e+07 nChanged 96
Entering ConstructFrom: 
Score: -37518376.000000 Penalty: 26522.277344
Entering ConstructFrom: 
Trying to split cluster 1 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -183117.562500 Penalty: 1332.992432
	Iteration 0F: 2 clusters Score -183117.6 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 1808 members 
Entering Unmasked Estep 
Score: -179974.046875 Penalty: 2665.984863
	Iteration 0F: 3 clusters Score -179974 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -180758.328125 Penalty: 2665.984863
	Iteration 1F: 3 clusters Score -180758.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -180911.062500 Penalty: 2665.984863
	Iteration 2F: 3 clusters Score -180911.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -181006.734375 Penalty: 2665.984863
	Iteration 3F: 3 clusters Score -181006.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -181062.484375 Penalty: 2665.984863
	Iteration 4Q: 3 clusters Score -181062.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -181091.687500 Penalty: 2665.984863
	Iteration 5Q: 3 clusters Score -181091.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -181115.906250 Penalty: 2665.984863
	Iteration 6Q: 3 clusters Score -181115.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -181130.531250 Penalty: 2665.984863
	Iteration 7Q: 3 clusters Score -181130.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -181143.531250 Penalty: 2665.984863
	Iteration 8Q: 3 clusters Score -181143.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -181155.718750 Penalty: 2665.984863
	Iteration 9Q: 3 clusters Score -181155.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -181168.890625 Penalty: 2665.984863
	Iteration 10Q: 3 clusters Score -181168.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -181180.328125 Penalty: 2665.984863
	Iteration 11Q: 3 clusters Score -181180.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -181191.765625 Penalty: 2665.984863
	Iteration 12Q: 3 clusters Score -181191.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -181200.703125 Penalty: 2665.984863
	Iteration 13Q: 3 clusters Score -181200.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -181206.062500 Penalty: 2665.984863
	Iteration 14Q: 3 clusters Score -181206.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -181211.859375 Penalty: 2665.984863
	Iteration 15Q: 3 clusters Score -181211.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -181217.796875 Penalty: 2665.984863
	Iteration 16Q: 3 clusters Score -181217.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -181221.703125 Penalty: 2665.984863
	Iteration 17Q: 3 clusters Score -181221.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -181226.750000 Penalty: 2665.984863
	Iteration 18Q: 3 clusters Score -181226.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -181232.953125 Penalty: 2665.984863
	Iteration 19Q: 3 clusters Score -181233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -181240.140625 Penalty: 2665.984863
	Iteration 20F: 3 clusters Score -181240.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -181248.984375 Penalty: 2665.984863
	Iteration 21Q: 3 clusters Score -181249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -181257.390625 Penalty: 2665.984863
	Iteration 22Q: 3 clusters Score -181257.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -181262.296875 Penalty: 2665.984863
	Iteration 23Q: 3 clusters Score -181262.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -181266.890625 Penalty: 2665.984863
	Iteration 24Q: 3 clusters Score -181266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -181273.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -181278.156250 Penalty: 2665.984863
	Iteration 26Q: 3 clusters Score -181278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -181280.671875 Penalty: 2665.984863
	Iteration 27Q: 3 clusters Score -181280.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -181284.046875 Penalty: 2665.984863
	Iteration 28Q: 3 clusters Score -181284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -181287.687500 Penalty: 2665.984863
	Iteration 29Q: 3 clusters Score -181287.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -181292.796875 Penalty: 2665.984863
	Iteration 30Q: 3 clusters Score -181292.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -181297.781250 Penalty: 2665.984863
	Iteration 31Q: 3 clusters Score -181297.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -181303.046875 Penalty: 2665.984863
	Iteration 32Q: 3 clusters Score -181303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -181311.437500 Penalty: 2665.984863
	Iteration 33Q: 3 clusters Score -181311.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -181320.718750 Penalty: 2665.984863
	Iteration 34Q: 3 clusters Score -181320.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -181331.218750 Penalty: 2665.984863
	Iteration 35Q: 3 clusters Score -181331.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -181339.281250 Penalty: 2665.984863
	Iteration 36Q: 3 clusters Score -181339.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -181351.890625 Penalty: 2665.984863
	Iteration 37Q: 3 clusters Score -181351.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -181368.906250 Penalty: 2665.984863
	Iteration 38Q: 3 clusters Score -181368.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -181387.453125 Penalty: 2665.984863
	Iteration 39Q: 3 clusters Score -181387.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -181405.296875 Penalty: 2665.984863
	Iteration 40F: 3 clusters Score -181405.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -181429.312500 Penalty: 2665.984863
	Iteration 41Q: 3 clusters Score -181429.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -181463.250000 Penalty: 2665.984863
	Iteration 42Q: 3 clusters Score -181463.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -181496.281250 Penalty: 2665.984863
	Iteration 43Q: 3 clusters Score -181496.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -181525.796875 Penalty: 2665.984863
	Iteration 44Q: 3 clusters Score -181525.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -181545.656250 Penalty: 2665.984863
	Iteration 45Q: 3 clusters Score -181545.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181567.468750 Penalty: 2665.984863
	Iteration 46Q: 3 clusters Score -181567.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -181586.421875 Penalty: 2665.984863
	Iteration 47Q: 3 clusters Score -181586.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -181612.468750 Penalty: 2665.984863
	Iteration 48Q: 3 clusters Score -181612.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -181640.750000 Penalty: 2665.984863
	Iteration 49Q: 3 clusters Score -181640.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -181679.843750 Penalty: 2665.984863
	Iteration 50Q: 3 clusters Score -181679.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181719.375000 Penalty: 2665.984863
	Iteration 51Q: 3 clusters Score -181719.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -181752.984375 Penalty: 2665.984863
	Iteration 52Q: 3 clusters Score -181753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -181781.250000 Penalty: 2665.984863
	Iteration 53Q: 3 clusters Score -181781.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -181804.187500 Penalty: 2665.984863
	Iteration 54Q: 3 clusters Score -181804.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -181819.109375 Penalty: 2665.984863
	Iteration 55Q: 3 clusters Score -181819.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -181835.093750 Penalty: 2665.984863
	Iteration 56Q: 3 clusters Score -181835.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -181843.718750 Penalty: 2665.984863
	Iteration 57Q: 3 clusters Score -181843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -181853.921875 Penalty: 2665.984863
	Iteration 58Q: 3 clusters Score -181853.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -181866.796875 Penalty: 2665.984863
	Iteration 59Q: 3 clusters Score -181866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -181874.796875 Penalty: 2665.984863
	Iteration 60F: 3 clusters Score -181874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -181884.250000 Penalty: 2665.984863
	Iteration 61Q: 3 clusters Score -181884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -181895.703125 Penalty: 2665.984863
	Iteration 62Q: 3 clusters Score -181895.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -181911.187500 Penalty: 2665.984863
	Iteration 63Q: 3 clusters Score -181911.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -181923.609375 Penalty: 2665.984863
	Iteration 64Q: 3 clusters Score -181923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -181929.875000 Penalty: 2665.984863
	Iteration 65Q: 3 clusters Score -181929.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -181941.218750 Penalty: 2665.984863
	Iteration 66Q: 3 clusters Score -181941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -181947.609375 Penalty: 2665.984863
	Iteration 67Q: 3 clusters Score -181947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -181953.203125 Penalty: 2665.984863
	Iteration 68Q: 3 clusters Score -181953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -181954.062500 Penalty: 2665.984863
	Iteration 69Q: 3 clusters Score -181954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -181954.468750 Penalty: 2665.984863
	Iteration 70Q: 3 clusters Score -181954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -181956.359375 Penalty: 2665.984863
	Iteration 71Q: 3 clusters Score -181956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -181958.468750 Penalty: 2665.984863
	Iteration 72Q: 3 clusters Score -181958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -181960.562500 Penalty: 2665.984863
	Iteration 73Q: 3 clusters Score -181960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -181963.093750 Penalty: 2665.984863
	Iteration 74Q: 3 clusters Score -181963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -181964.468750 Penalty: 2665.984863
	Iteration 75Q: 3 clusters Score -181964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -181964.468750 Penalty: 2665.984863
	Iteration 76F: 3 clusters Score -181964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -511710.000000 Penalty: 1518.569946
	Iteration 0F: 2 clusters Score -511710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -503620.000000 Penalty: 3037.139893
	Iteration 0F: 3 clusters Score -503620 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -506646.812500 Penalty: 3037.139893
	Iteration 1F: 3 clusters Score -506646.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -507508.875000 Penalty: 3037.139893
	Iteration 2F: 3 clusters Score -507508.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -508545.562500 Penalty: 3037.139893
	Iteration 3F: 3 clusters Score -508545.6 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -509552.031250 Penalty: 3037.139893
	Iteration 4F: 3 clusters Score -509552 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -510411.125000 Penalty: 3037.139893
	Iteration 5F: 3 clusters Score -510411.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -510964.843750 Penalty: 3037.139893
	Iteration 6F: 3 clusters Score -510964.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -511260.125000 Penalty: 3037.139893
	Iteration 7Q: 3 clusters Score -511260.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -511448.312500 Penalty: 3037.139893
	Iteration 8Q: 3 clusters Score -511448.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -511583.406250 Penalty: 3037.139893
	Iteration 9Q: 3 clusters Score -511583.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -511681.406250 Penalty: 3037.139893
	Iteration 10Q: 3 clusters Score -511681.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -511753.875000 Penalty: 3037.139893
	Iteration 11Q: 3 clusters Score -511753.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -511821.125000 Penalty: 3037.139893
	Iteration 12Q: 3 clusters Score -511821.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -511876.968750 Penalty: 3037.139893
	Iteration 13Q: 3 clusters Score -511877 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -511925.343750 Penalty: 3037.139893
	Iteration 14Q: 3 clusters Score -511925.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -511950.093750 Penalty: 3037.139893
	Iteration 15Q: 3 clusters Score -511950.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -511961.875000 Penalty: 3037.139893
	Iteration 16Q: 3 clusters Score -511961.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -511970.906250 Penalty: 3037.139893
	Iteration 17Q: 3 clusters Score -511970.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -511979.000000 Penalty: 3037.139893
	Iteration 18Q: 3 clusters Score -511979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -511984.343750 Penalty: 3037.139893
	Iteration 19Q: 3 clusters Score -511984.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -511987.281250 Penalty: 3037.139893
	Iteration 20F: 3 clusters Score -511987.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -511992.156250 Penalty: 3037.139893
	Iteration 21Q: 3 clusters Score -511992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -511993.906250 Penalty: 3037.139893
	Iteration 22Q: 3 clusters Score -511993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -511995.968750 Penalty: 3037.139893
	Iteration 23Q: 3 clusters Score -511996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -511998.875000 Penalty: 3037.139893
	Iteration 24Q: 3 clusters Score -511998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -511999.843750 Penalty: 3037.139893
	Iteration 25Q: 3 clusters Score -511999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -512002.906250 Penalty: 3037.139893
	Iteration 26Q: 3 clusters Score -512002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -512002.531250 Penalty: 3037.139893
	Iteration 27Q: 3 clusters Score -512002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -512004.093750 Penalty: 3037.139893
	Iteration 28Q: 3 clusters Score -512004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -512003.781250 Penalty: 3037.139893
	Iteration 29Q: 3 clusters Score -512003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -512005.000000 Penalty: 3037.139893
	Iteration 30Q: 3 clusters Score -512005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -512006.218750 Penalty: 3037.139893
	Iteration 31Q: 3 clusters Score -512006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -512005.906250 Penalty: 3037.139893
	Iteration 32Q: 3 clusters Score -512005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -512006.625000 Penalty: 3037.139893
	Iteration 33Q: 3 clusters Score -512006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -512006.625000 Penalty: 3037.139893
	Iteration 34F: 3 clusters Score -512006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10348 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 245728 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 58272 members 
Mstep: Class 12 contains 13463 members 
Mstep: Class 15 contains 5890 members 
Mstep: Class 16 contains 353541 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91197 members 
Entering Unmasked Estep 
Score: -37517848.000000 Penalty: 28732.466797
Splitting cluster 4 changes total score from -37518376.000000 to -37517848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Entering Unmasked Estep 
Score: -168334.031250 Penalty: 1326.177124
	Iteration 0F: 2 clusters Score -168334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -165263.500000 Penalty: 2652.354248
	Iteration 0F: 3 clusters Score -165263.5 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -165993.203125 Penalty: 2652.354248
	Iteration 1F: 3 clusters Score -165993.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -166135.703125 Penalty: 2652.354248
	Iteration 2F: 3 clusters Score -166135.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -166229.234375 Penalty: 2652.354248
	Iteration 3F: 3 clusters Score -166229.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -166281.328125 Penalty: 2652.354248
	Iteration 4Q: 3 clusters Score -166281.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -166308.937500 Penalty: 2652.354248
	Iteration 5Q: 3 clusters Score -166308.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -166331.703125 Penalty: 2652.354248
	Iteration 6Q: 3 clusters Score -166331.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -166361.484375 Penalty: 2652.354248
	Iteration 7Q: 3 clusters Score -166361.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -166381.171875 Penalty: 2652.354248
	Iteration 8Q: 3 clusters Score -166381.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -166402.640625 Penalty: 2652.354248
	Iteration 9Q: 3 clusters Score -166402.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -166420.546875 Penalty: 2652.354248
	Iteration 10Q: 3 clusters Score -166420.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -166444.687500 Penalty: 2652.354248
	Iteration 11Q: 3 clusters Score -166444.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -166479.171875 Penalty: 2652.354248
	Iteration 12Q: 3 clusters Score -166479.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -166530.328125 Penalty: 2652.354248
	Iteration 13Q: 3 clusters Score -166530.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -166583.187500 Penalty: 2652.354248
	Iteration 14Q: 3 clusters Score -166583.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -166645.390625 Penalty: 2652.354248
	Iteration 15Q: 3 clusters Score -166645.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -166735.281250 Penalty: 2652.354248
	Iteration 16Q: 3 clusters Score -166735.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -166846.500000 Penalty: 2652.354248
	Iteration 17Q: 3 clusters Score -166846.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -166984.218750 Penalty: 2652.354248
	Iteration 18Q: 3 clusters Score -166984.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -167152.515625 Penalty: 2652.354248
	Iteration 19Q: 3 clusters Score -167152.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -167300.281250 Penalty: 2652.354248
	Iteration 20F: 3 clusters Score -167300.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -167425.484375 Penalty: 2652.354248
	Iteration 21Q: 3 clusters Score -167425.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -167538.640625 Penalty: 2652.354248
	Iteration 22Q: 3 clusters Score -167538.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -167619.750000 Penalty: 2652.354248
	Iteration 23Q: 3 clusters Score -167619.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -167674.656250 Penalty: 2652.354248
	Iteration 24Q: 3 clusters Score -167674.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -167725.687500 Penalty: 2652.354248
	Iteration 25Q: 3 clusters Score -167725.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -167775.937500 Penalty: 2652.354248
	Iteration 26Q: 3 clusters Score -167775.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -167796.359375 Penalty: 2652.354248
	Iteration 27Q: 3 clusters Score -167796.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -167809.000000 Penalty: 2652.354248
	Iteration 28Q: 3 clusters Score -167809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -167816.546875 Penalty: 2652.354248
	Iteration 29Q: 3 clusters Score -167816.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -167818.859375 Penalty: 2652.354248
	Iteration 30Q: 3 clusters Score -167818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -167821.500000 Penalty: 2652.354248
	Iteration 31Q: 3 clusters Score -167821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -167822.328125 Penalty: 2652.354248
	Iteration 32Q: 3 clusters Score -167822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -167824.015625 Penalty: 2652.354248
	Iteration 33Q: 3 clusters Score -167824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -167823.937500 Penalty: 2652.354248
	Iteration 34Q: 3 clusters Score -167823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -167823.859375 Penalty: 2652.354248
	Iteration 35Q: 3 clusters Score -167823.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -167823.859375 Penalty: 2652.354248
	Iteration 36F: 3 clusters Score -167823.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (245728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245728 members 
Entering Unmasked Estep 
Score: -11964261.000000 Penalty: 2016.946899
	Iteration 0F: 2 clusters Score -1.196426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 122434 members 
Entering Unmasked Estep 
Score: -11798883.000000 Penalty: 4033.893799
	Iteration 0F: 3 clusters Score -1.179888e+07 nChanged 119250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -11870730.000000 Penalty: 4033.893799
	Iteration 1F: 3 clusters Score -1.187073e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 113573 members 
Entering Unmasked Estep 
Score: -11872736.000000 Penalty: 4033.893799
	Iteration 2Q: 3 clusters Score -1.187274e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137850 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -11875609.000000 Penalty: 4033.893799
	Iteration 3Q: 3 clusters Score -1.187561e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146839 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -11881156.000000 Penalty: 4033.893799
	Iteration 4Q: 3 clusters Score -1.188116e+07 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -11890605.000000 Penalty: 4033.893799
	Iteration 5F: 3 clusters Score -1.18906e+07 nChanged 18209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178056 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -11905991.000000 Penalty: 4033.893799
	Iteration 6F: 3 clusters Score -1.190599e+07 nChanged 19635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197527 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -11924338.000000 Penalty: 4033.893799
	Iteration 7F: 3 clusters Score -1.192434e+07 nChanged 16479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213876 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -11939320.000000 Penalty: 4033.893799
	Iteration 8F: 3 clusters Score -1.193932e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225232 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -11948896.000000 Penalty: 4033.893799
	Iteration 9Q: 3 clusters Score -1.19489e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232642 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -11954698.000000 Penalty: 4033.893799
	Iteration 10Q: 3 clusters Score -1.19547e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237281 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -11958028.000000 Penalty: 4033.893799
	Iteration 11Q: 3 clusters Score -1.195803e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240155 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -11959963.000000 Penalty: 4033.893799
	Iteration 12Q: 3 clusters Score -1.195996e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241874 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -11961073.000000 Penalty: 4033.893799
	Iteration 13Q: 3 clusters Score -1.196107e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242864 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11961582.000000 Penalty: 4033.893799
	Iteration 14Q: 3 clusters Score -1.196158e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243489 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11961901.000000 Penalty: 4033.893799
	Iteration 15Q: 3 clusters Score -1.19619e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243895 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11962122.000000 Penalty: 4033.893799
	Iteration 16Q: 3 clusters Score -1.196212e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244147 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11962261.000000 Penalty: 4033.893799
	Iteration 17Q: 3 clusters Score -1.196226e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244336 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11962354.000000 Penalty: 4033.893799
	Iteration 18Q: 3 clusters Score -1.196235e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244472 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11962452.000000 Penalty: 4033.893799
	Iteration 19Q: 3 clusters Score -1.196245e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244576 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11962502.000000 Penalty: 4033.893799
	Iteration 20F: 3 clusters Score -1.19625e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11962550.000000 Penalty: 4033.893799
	Iteration 21Q: 3 clusters Score -1.196255e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244712 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11962576.000000 Penalty: 4033.893799
	Iteration 22Q: 3 clusters Score -1.196258e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244749 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11962614.000000 Penalty: 4033.893799
	Iteration 23Q: 3 clusters Score -1.196261e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244779 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11962639.000000 Penalty: 4033.893799
	Iteration 24Q: 3 clusters Score -1.196264e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244801 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11962656.000000 Penalty: 4033.893799
	Iteration 25Q: 3 clusters Score -1.196266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244821 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11962667.000000 Penalty: 4033.893799
	Iteration 26Q: 3 clusters Score -1.196267e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244838 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11962671.000000 Penalty: 4033.893799
	Iteration 27Q: 3 clusters Score -1.196267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244850 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11962671.000000 Penalty: 4033.893799
	Iteration 28Q: 3 clusters Score -1.196267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244859 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11962672.000000 Penalty: 4033.893799
	Iteration 29Q: 3 clusters Score -1.196267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244868 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11962680.000000 Penalty: 4033.893799
	Iteration 30Q: 3 clusters Score -1.196268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244874 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11962687.000000 Penalty: 4033.893799
	Iteration 31Q: 3 clusters Score -1.196269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244878 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11962700.000000 Penalty: 4033.893799
	Iteration 32Q: 3 clusters Score -1.19627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244887 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11962694.000000 Penalty: 4033.893799
	Iteration 33Q: 3 clusters Score -1.196269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244894 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11962711.000000 Penalty: 4033.893799
	Iteration 34Q: 3 clusters Score -1.196271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244902 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11962713.000000 Penalty: 4033.893799
	Iteration 35Q: 3 clusters Score -1.196271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244908 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11962719.000000 Penalty: 4033.893799
	Iteration 36Q: 3 clusters Score -1.196272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244910 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11962722.000000 Penalty: 4033.893799
	Iteration 37Q: 3 clusters Score -1.196272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244911 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11962732.000000 Penalty: 4033.893799
	Iteration 38Q: 3 clusters Score -1.196273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244918 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11962734.000000 Penalty: 4033.893799
	Iteration 39Q: 3 clusters Score -1.196273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244935 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11962743.000000 Penalty: 4033.893799
	Iteration 40F: 3 clusters Score -1.196274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244945 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11962735.000000 Penalty: 4033.893799
	Iteration 41Q: 3 clusters Score -1.196274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244949 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11962743.000000 Penalty: 4033.893799
	Iteration 42Q: 3 clusters Score -1.196274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244950 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11962746.000000 Penalty: 4033.893799
	Iteration 43Q: 3 clusters Score -1.196275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244951 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11962745.000000 Penalty: 4033.893799
	Iteration 44Q: 3 clusters Score -1.196274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244951 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11962750.000000 Penalty: 4033.893799
	Iteration 45Q: 3 clusters Score -1.196275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244955 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11962747.000000 Penalty: 4033.893799
	Iteration 46Q: 3 clusters Score -1.196275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244962 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11962755.000000 Penalty: 4033.893799
	Iteration 47Q: 3 clusters Score -1.196276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244965 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11962751.000000 Penalty: 4033.893799
	Iteration 48Q: 3 clusters Score -1.196275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244969 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11962751.000000 Penalty: 4033.893799
	Iteration 49Q: 3 clusters Score -1.196275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244970 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11962755.000000 Penalty: 4033.893799
	Iteration 50Q: 3 clusters Score -1.196276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244971 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11962756.000000 Penalty: 4033.893799
	Iteration 51Q: 3 clusters Score -1.196276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244970 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11962754.000000 Penalty: 4033.893799
	Iteration 52Q: 3 clusters Score -1.196275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244969 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11962755.000000 Penalty: 4033.893799
	Iteration 53Q: 3 clusters Score -1.196276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244968 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11962748.000000 Penalty: 4033.893799
	Iteration 54Q: 3 clusters Score -1.196275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244967 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11962748.000000 Penalty: 4033.893799
	Iteration 55Q: 3 clusters Score -1.196275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244966 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11962746.000000 Penalty: 4033.893799
	Iteration 56Q: 3 clusters Score -1.196275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244966 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11962746.000000 Penalty: 4033.893799
	Iteration 57F: 3 clusters Score -1.196275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -333864.062500 Penalty: 1434.487427
	Iteration 0F: 2 clusters Score -333864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -328782.562500 Penalty: 2868.974854
	Iteration 0F: 3 clusters Score -328782.6 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -330285.687500 Penalty: 2868.974854
	Iteration 1F: 3 clusters Score -330285.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -330559.093750 Penalty: 2868.974854
	Iteration 2F: 3 clusters Score -330559.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -330829.593750 Penalty: 2868.974854
	Iteration 3F: 3 clusters Score -330829.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -331095.562500 Penalty: 2868.974854
	Iteration 4F: 3 clusters Score -331095.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -331331.812500 Penalty: 2868.974854
	Iteration 5F: 3 clusters Score -331331.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -331562.750000 Penalty: 2868.974854
	Iteration 6Q: 3 clusters Score -331562.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -331806.562500 Penalty: 2868.974854
	Iteration 7Q: 3 clusters Score -331806.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -331996.125000 Penalty: 2868.974854
	Iteration 8Q: 3 clusters Score -331996.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -332148.937500 Penalty: 2868.974854
	Iteration 9Q: 3 clusters Score -332148.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -332264.093750 Penalty: 2868.974854
	Iteration 10Q: 3 clusters Score -332264.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -332349.937500 Penalty: 2868.974854
	Iteration 11Q: 3 clusters Score -332349.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -332429.406250 Penalty: 2868.974854
	Iteration 12Q: 3 clusters Score -332429.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -332499.656250 Penalty: 2868.974854
	Iteration 13Q: 3 clusters Score -332499.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -332548.625000 Penalty: 2868.974854
	Iteration 14Q: 3 clusters Score -332548.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -332577.625000 Penalty: 2868.974854
	Iteration 15Q: 3 clusters Score -332577.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -332596.531250 Penalty: 2868.974854
	Iteration 16Q: 3 clusters Score -332596.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -332622.812500 Penalty: 2868.974854
	Iteration 17Q: 3 clusters Score -332622.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -332643.593750 Penalty: 2868.974854
	Iteration 18Q: 3 clusters Score -332643.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -332658.156250 Penalty: 2868.974854
	Iteration 19Q: 3 clusters Score -332658.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -332670.500000 Penalty: 2868.974854
	Iteration 20F: 3 clusters Score -332670.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -332679.968750 Penalty: 2868.974854
	Iteration 21Q: 3 clusters Score -332680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -332690.437500 Penalty: 2868.974854
	Iteration 22Q: 3 clusters Score -332690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -332696.812500 Penalty: 2868.974854
	Iteration 23Q: 3 clusters Score -332696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -332700.343750 Penalty: 2868.974854
	Iteration 24Q: 3 clusters Score -332700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -332701.781250 Penalty: 2868.974854
	Iteration 25Q: 3 clusters Score -332701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -332704.312500 Penalty: 2868.974854
	Iteration 26Q: 3 clusters Score -332704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -332708.250000 Penalty: 2868.974854
	Iteration 27Q: 3 clusters Score -332708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -332709.968750 Penalty: 2868.974854
	Iteration 28Q: 3 clusters Score -332710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -332711.031250 Penalty: 2868.974854
	Iteration 29Q: 3 clusters Score -332711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -332711.875000 Penalty: 2868.974854
	Iteration 30Q: 3 clusters Score -332711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -332712.500000 Penalty: 2868.974854
	Iteration 31Q: 3 clusters Score -332712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -332712.500000 Penalty: 2868.974854
	Iteration 32F: 3 clusters Score -332712.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Entering Unmasked Estep 
Score: -360365.875000 Penalty: 1450.105225
	Iteration 0F: 2 clusters Score -360365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -354796.375000 Penalty: 2900.210449
	Iteration 0F: 3 clusters Score -354796.4 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -356433.250000 Penalty: 2900.210449
	Iteration 1F: 3 clusters Score -356433.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -356602.375000 Penalty: 2900.210449
	Iteration 2F: 3 clusters Score -356602.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -356726.593750 Penalty: 2900.210449
	Iteration 3Q: 3 clusters Score -356726.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -356809.656250 Penalty: 2900.210449
	Iteration 4Q: 3 clusters Score -356809.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -356866.843750 Penalty: 2900.210449
	Iteration 5Q: 3 clusters Score -356866.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -356927.093750 Penalty: 2900.210449
	Iteration 6Q: 3 clusters Score -356927.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -356982.531250 Penalty: 2900.210449
	Iteration 7Q: 3 clusters Score -356982.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -357036.593750 Penalty: 2900.210449
	Iteration 8Q: 3 clusters Score -357036.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -357092.531250 Penalty: 2900.210449
	Iteration 9Q: 3 clusters Score -357092.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -357157.375000 Penalty: 2900.210449
	Iteration 10Q: 3 clusters Score -357157.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -357235.000000 Penalty: 2900.210449
	Iteration 11Q: 3 clusters Score -357235 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -357322.406250 Penalty: 2900.210449
	Iteration 12Q: 3 clusters Score -357322.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -357429.281250 Penalty: 2900.210449
	Iteration 13Q: 3 clusters Score -357429.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -357563.937500 Penalty: 2900.210449
	Iteration 14Q: 3 clusters Score -357563.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -357718.656250 Penalty: 2900.210449
	Iteration 15Q: 3 clusters Score -357718.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -357881.343750 Penalty: 2900.210449
	Iteration 16Q: 3 clusters Score -357881.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -358049.500000 Penalty: 2900.210449
	Iteration 17Q: 3 clusters Score -358049.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -358219.562500 Penalty: 2900.210449
	Iteration 18Q: 3 clusters Score -358219.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -358370.406250 Penalty: 2900.210449
	Iteration 19Q: 3 clusters Score -358370.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -358506.968750 Penalty: 2900.210449
	Iteration 20F: 3 clusters Score -358507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -358602.812500 Penalty: 2900.210449
	Iteration 21Q: 3 clusters Score -358602.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -358670.812500 Penalty: 2900.210449
	Iteration 22Q: 3 clusters Score -358670.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -358734.062500 Penalty: 2900.210449
	Iteration 23Q: 3 clusters Score -358734.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -358789.437500 Penalty: 2900.210449
	Iteration 24Q: 3 clusters Score -358789.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -358831.156250 Penalty: 2900.210449
	Iteration 25Q: 3 clusters Score -358831.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -358873.906250 Penalty: 2900.210449
	Iteration 26Q: 3 clusters Score -358873.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -358906.031250 Penalty: 2900.210449
	Iteration 27Q: 3 clusters Score -358906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -358924.156250 Penalty: 2900.210449
	Iteration 28Q: 3 clusters Score -358924.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -358939.875000 Penalty: 2900.210449
	Iteration 29Q: 3 clusters Score -358939.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -358952.812500 Penalty: 2900.210449
	Iteration 30Q: 3 clusters Score -358952.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -358969.093750 Penalty: 2900.210449
	Iteration 31Q: 3 clusters Score -358969.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -358978.718750 Penalty: 2900.210449
	Iteration 32Q: 3 clusters Score -358978.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -358989.968750 Penalty: 2900.210449
	Iteration 33Q: 3 clusters Score -358990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -358998.906250 Penalty: 2900.210449
	Iteration 34Q: 3 clusters Score -358998.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -359009.812500 Penalty: 2900.210449
	Iteration 35Q: 3 clusters Score -359009.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -359022.562500 Penalty: 2900.210449
	Iteration 36Q: 3 clusters Score -359022.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -359036.312500 Penalty: 2900.210449
	Iteration 37Q: 3 clusters Score -359036.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -359047.687500 Penalty: 2900.210449
	Iteration 38Q: 3 clusters Score -359047.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -359054.218750 Penalty: 2900.210449
	Iteration 39Q: 3 clusters Score -359054.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -359061.625000 Penalty: 2900.210449
	Iteration 40F: 3 clusters Score -359061.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -359067.937500 Penalty: 2900.210449
	Iteration 41Q: 3 clusters Score -359067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -359071.093750 Penalty: 2900.210449
	Iteration 42Q: 3 clusters Score -359071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -359074.468750 Penalty: 2900.210449
	Iteration 43Q: 3 clusters Score -359074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -359077.968750 Penalty: 2900.210449
	Iteration 44Q: 3 clusters Score -359078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -359081.437500 Penalty: 2900.210449
	Iteration 45Q: 3 clusters Score -359081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -359083.875000 Penalty: 2900.210449
	Iteration 46Q: 3 clusters Score -359083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -359084.750000 Penalty: 2900.210449
	Iteration 47Q: 3 clusters Score -359084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -359087.625000 Penalty: 2900.210449
	Iteration 48Q: 3 clusters Score -359087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -359087.625000 Penalty: 2900.210449
	Iteration 49F: 3 clusters Score -359087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Entering Unmasked Estep 
Score: -2826190.500000 Penalty: 1783.092407
	Iteration 0F: 2 clusters Score -2826190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2787133.500000 Penalty: 3566.184814
	Iteration 0F: 3 clusters Score -2787134 nChanged 27454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -2803299.000000 Penalty: 3566.184814
	Iteration 1F: 3 clusters Score -2803299 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -2804681.250000 Penalty: 3566.184814
	Iteration 2F: 3 clusters Score -2804681 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -2807148.250000 Penalty: 3566.184814
	Iteration 3F: 3 clusters Score -2807148 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -2811010.250000 Penalty: 3566.184814
	Iteration 4F: 3 clusters Score -2811010 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -2816152.750000 Penalty: 3566.184814
	Iteration 5F: 3 clusters Score -2816153 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -2820590.750000 Penalty: 3566.184814
	Iteration 6F: 3 clusters Score -2820591 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -2823154.750000 Penalty: 3566.184814
	Iteration 7Q: 3 clusters Score -2823155 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -2824394.500000 Penalty: 3566.184814
	Iteration 8Q: 3 clusters Score -2824394 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -2824919.750000 Penalty: 3566.184814
	Iteration 9Q: 3 clusters Score -2824920 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -2825151.750000 Penalty: 3566.184814
	Iteration 10Q: 3 clusters Score -2825152 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -2825270.250000 Penalty: 3566.184814
	Iteration 11Q: 3 clusters Score -2825270 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -2825350.500000 Penalty: 3566.184814
	Iteration 12Q: 3 clusters Score -2825350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -2825372.250000 Penalty: 3566.184814
	Iteration 13Q: 3 clusters Score -2825372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -2825405.750000 Penalty: 3566.184814
	Iteration 14Q: 3 clusters Score -2825406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -2825423.250000 Penalty: 3566.184814
	Iteration 15Q: 3 clusters Score -2825423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -2825434.000000 Penalty: 3566.184814
	Iteration 16Q: 3 clusters Score -2825434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -2825433.000000 Penalty: 3566.184814
	Iteration 17Q: 3 clusters Score -2825433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -2825457.250000 Penalty: 3566.184814
	Iteration 18Q: 3 clusters Score -2825457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -2825477.250000 Penalty: 3566.184814
	Iteration 19Q: 3 clusters Score -2825477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -2825502.000000 Penalty: 3566.184814
	Iteration 20F: 3 clusters Score -2825502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -2825511.250000 Penalty: 3566.184814
	Iteration 21Q: 3 clusters Score -2825511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -2825519.250000 Penalty: 3566.184814
	Iteration 22Q: 3 clusters Score -2825519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -2825524.500000 Penalty: 3566.184814
	Iteration 23Q: 3 clusters Score -2825524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -2825538.500000 Penalty: 3566.184814
	Iteration 24Q: 3 clusters Score -2825538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -2825543.750000 Penalty: 3566.184814
	Iteration 25Q: 3 clusters Score -2825544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -2825555.750000 Penalty: 3566.184814
	Iteration 26Q: 3 clusters Score -2825556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -2825566.500000 Penalty: 3566.184814
	Iteration 27Q: 3 clusters Score -2825566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -2825572.500000 Penalty: 3566.184814
	Iteration 28Q: 3 clusters Score -2825572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -2825576.250000 Penalty: 3566.184814
	Iteration 29Q: 3 clusters Score -2825576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -2825584.500000 Penalty: 3566.184814
	Iteration 30Q: 3 clusters Score -2825584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -2825616.500000 Penalty: 3566.184814
	Iteration 31Q: 3 clusters Score -2825616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -2825666.000000 Penalty: 3566.184814
	Iteration 32Q: 3 clusters Score -2825666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -2825755.500000 Penalty: 3566.184814
	Iteration 33Q: 3 clusters Score -2825756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -2825830.250000 Penalty: 3566.184814
	Iteration 34Q: 3 clusters Score -2825830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -2825889.500000 Penalty: 3566.184814
	Iteration 35Q: 3 clusters Score -2825890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -2825921.000000 Penalty: 3566.184814
	Iteration 36Q: 3 clusters Score -2825921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -2825947.250000 Penalty: 3566.184814
	Iteration 37Q: 3 clusters Score -2825947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -2825960.750000 Penalty: 3566.184814
	Iteration 38Q: 3 clusters Score -2825961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -2825965.750000 Penalty: 3566.184814
	Iteration 39Q: 3 clusters Score -2825966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -2825973.000000 Penalty: 3566.184814
	Iteration 40F: 3 clusters Score -2825973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -2825972.500000 Penalty: 3566.184814
	Iteration 41Q: 3 clusters Score -2825972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -2825969.750000 Penalty: 3566.184814
	Iteration 42Q: 3 clusters Score -2825970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -2825980.500000 Penalty: 3566.184814
	Iteration 43Q: 3 clusters Score -2825980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -2825982.500000 Penalty: 3566.184814
	Iteration 44Q: 3 clusters Score -2825982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -2825991.500000 Penalty: 3566.184814
	Iteration 45Q: 3 clusters Score -2825992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -2825995.500000 Penalty: 3566.184814
	Iteration 46Q: 3 clusters Score -2825996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -2825995.250000 Penalty: 3566.184814
	Iteration 47Q: 3 clusters Score -2825995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -2825995.750000 Penalty: 3566.184814
	Iteration 48Q: 3 clusters Score -2825996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -2825993.750000 Penalty: 3566.184814
	Iteration 49Q: 3 clusters Score -2825994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -2825997.500000 Penalty: 3566.184814
	Iteration 50Q: 3 clusters Score -2825998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -2825996.500000 Penalty: 3566.184814
	Iteration 51Q: 3 clusters Score -2825996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -2825996.500000 Penalty: 3566.184814
	Iteration 52Q: 3 clusters Score -2825996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -2825996.250000 Penalty: 3566.184814
	Iteration 53Q: 3 clusters Score -2825996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -2825999.250000 Penalty: 3566.184814
	Iteration 54Q: 3 clusters Score -2825999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -2826006.000000 Penalty: 3566.184814
	Iteration 55Q: 3 clusters Score -2826006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -2826001.500000 Penalty: 3566.184814
	Iteration 56Q: 3 clusters Score -2826002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -2826009.500000 Penalty: 3566.184814
	Iteration 57Q: 3 clusters Score -2826010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -2826011.500000 Penalty: 3566.184814
	Iteration 58Q: 3 clusters Score -2826012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -2826015.000000 Penalty: 3566.184814
	Iteration 59Q: 3 clusters Score -2826015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -2826015.000000 Penalty: 3566.184814
	Iteration 60F: 3 clusters Score -2826015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -2826013.500000 Penalty: 3566.184814
	Iteration 61Q: 3 clusters Score -2826014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -2826014.250000 Penalty: 3566.184814
	Iteration 62Q: 3 clusters Score -2826014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -2826016.500000 Penalty: 3566.184814
	Iteration 63Q: 3 clusters Score -2826016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -2826014.750000 Penalty: 3566.184814
	Iteration 64Q: 3 clusters Score -2826015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -2826017.250000 Penalty: 3566.184814
	Iteration 65Q: 3 clusters Score -2826017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -2826015.000000 Penalty: 3566.184814
	Iteration 66Q: 3 clusters Score -2826015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -2826015.000000 Penalty: 3566.184814
	Iteration 67F: 3 clusters Score -2826015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Entering Unmasked Estep 
Score: -667161.250000 Penalty: 1545.001343
	Iteration 0F: 2 clusters Score -667161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -657808.187500 Penalty: 3090.002686
	Iteration 0F: 3 clusters Score -657808.2 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -661045.500000 Penalty: 3090.002686
	Iteration 1F: 3 clusters Score -661045.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -661475.812500 Penalty: 3090.002686
	Iteration 2F: 3 clusters Score -661475.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -661861.187500 Penalty: 3090.002686
	Iteration 3F: 3 clusters Score -661861.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -662239.375000 Penalty: 3090.002686
	Iteration 4F: 3 clusters Score -662239.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -662627.687500 Penalty: 3090.002686
	Iteration 5Q: 3 clusters Score -662627.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -663074.937500 Penalty: 3090.002686
	Iteration 6F: 3 clusters Score -663074.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -663537.312500 Penalty: 3090.002686
	Iteration 7F: 3 clusters Score -663537.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -664013.687500 Penalty: 3090.002686
	Iteration 8F: 3 clusters Score -664013.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -664429.125000 Penalty: 3090.002686
	Iteration 9F: 3 clusters Score -664429.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -664743.500000 Penalty: 3090.002686
	Iteration 10Q: 3 clusters Score -664743.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -664947.875000 Penalty: 3090.002686
	Iteration 11Q: 3 clusters Score -664947.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -665059.625000 Penalty: 3090.002686
	Iteration 12Q: 3 clusters Score -665059.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -665121.625000 Penalty: 3090.002686
	Iteration 13Q: 3 clusters Score -665121.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -665159.625000 Penalty: 3090.002686
	Iteration 14Q: 3 clusters Score -665159.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -665183.687500 Penalty: 3090.002686
	Iteration 15Q: 3 clusters Score -665183.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -665211.000000 Penalty: 3090.002686
	Iteration 16Q: 3 clusters Score -665211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -665230.750000 Penalty: 3090.002686
	Iteration 17Q: 3 clusters Score -665230.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -665250.687500 Penalty: 3090.002686
	Iteration 18Q: 3 clusters Score -665250.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -665263.812500 Penalty: 3090.002686
	Iteration 19Q: 3 clusters Score -665263.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -665273.500000 Penalty: 3090.002686
	Iteration 20F: 3 clusters Score -665273.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -665279.562500 Penalty: 3090.002686
	Iteration 21Q: 3 clusters Score -665279.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -665284.750000 Penalty: 3090.002686
	Iteration 22Q: 3 clusters Score -665284.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -665291.437500 Penalty: 3090.002686
	Iteration 23Q: 3 clusters Score -665291.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -665298.000000 Penalty: 3090.002686
	Iteration 24Q: 3 clusters Score -665298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -665301.000000 Penalty: 3090.002686
	Iteration 25Q: 3 clusters Score -665301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -665301.437500 Penalty: 3090.002686
	Iteration 26Q: 3 clusters Score -665301.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -665308.687500 Penalty: 3090.002686
	Iteration 27Q: 3 clusters Score -665308.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -665313.500000 Penalty: 3090.002686
	Iteration 28Q: 3 clusters Score -665313.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -665317.687500 Penalty: 3090.002686
	Iteration 29Q: 3 clusters Score -665317.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -665324.000000 Penalty: 3090.002686
	Iteration 30Q: 3 clusters Score -665324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -665332.500000 Penalty: 3090.002686
	Iteration 31Q: 3 clusters Score -665332.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -665338.437500 Penalty: 3090.002686
	Iteration 32Q: 3 clusters Score -665338.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -665344.125000 Penalty: 3090.002686
	Iteration 33Q: 3 clusters Score -665344.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -665349.875000 Penalty: 3090.002686
	Iteration 34Q: 3 clusters Score -665349.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -665352.437500 Penalty: 3090.002686
	Iteration 35Q: 3 clusters Score -665352.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -665355.187500 Penalty: 3090.002686
	Iteration 36Q: 3 clusters Score -665355.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -665361.125000 Penalty: 3090.002686
	Iteration 37Q: 3 clusters Score -665361.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -665366.750000 Penalty: 3090.002686
	Iteration 38Q: 3 clusters Score -665366.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -665366.562500 Penalty: 3090.002686
	Iteration 39Q: 3 clusters Score -665366.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -665371.250000 Penalty: 3090.002686
	Iteration 40F: 3 clusters Score -665371.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -665373.687500 Penalty: 3090.002686
	Iteration 41Q: 3 clusters Score -665373.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -665379.812500 Penalty: 3090.002686
	Iteration 42Q: 3 clusters Score -665379.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -665381.250000 Penalty: 3090.002686
	Iteration 43Q: 3 clusters Score -665381.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -665388.312500 Penalty: 3090.002686
	Iteration 44Q: 3 clusters Score -665388.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -665395.125000 Penalty: 3090.002686
	Iteration 45Q: 3 clusters Score -665395.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -665402.875000 Penalty: 3090.002686
	Iteration 46Q: 3 clusters Score -665402.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -665409.375000 Penalty: 3090.002686
	Iteration 47Q: 3 clusters Score -665409.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -665417.187500 Penalty: 3090.002686
	Iteration 48Q: 3 clusters Score -665417.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -665422.937500 Penalty: 3090.002686
	Iteration 49Q: 3 clusters Score -665422.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -665435.625000 Penalty: 3090.002686
	Iteration 50Q: 3 clusters Score -665435.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -665446.187500 Penalty: 3090.002686
	Iteration 51Q: 3 clusters Score -665446.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -665456.125000 Penalty: 3090.002686
	Iteration 52Q: 3 clusters Score -665456.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -665470.312500 Penalty: 3090.002686
	Iteration 53Q: 3 clusters Score -665470.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -665484.812500 Penalty: 3090.002686
	Iteration 54Q: 3 clusters Score -665484.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -665497.062500 Penalty: 3090.002686
	Iteration 55Q: 3 clusters Score -665497.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -665510.562500 Penalty: 3090.002686
	Iteration 56Q: 3 clusters Score -665510.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -665518.687500 Penalty: 3090.002686
	Iteration 57Q: 3 clusters Score -665518.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -665524.062500 Penalty: 3090.002686
	Iteration 58Q: 3 clusters Score -665524.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -665534.375000 Penalty: 3090.002686
	Iteration 59Q: 3 clusters Score -665534.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -665544.125000 Penalty: 3090.002686
	Iteration 60F: 3 clusters Score -665544.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -665555.062500 Penalty: 3090.002686
	Iteration 61Q: 3 clusters Score -665555.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -665567.562500 Penalty: 3090.002686
	Iteration 62Q: 3 clusters Score -665567.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -665580.625000 Penalty: 3090.002686
	Iteration 63Q: 3 clusters Score -665580.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -665599.250000 Penalty: 3090.002686
	Iteration 64Q: 3 clusters Score -665599.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -665617.062500 Penalty: 3090.002686
	Iteration 65Q: 3 clusters Score -665617.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -665643.812500 Penalty: 3090.002686
	Iteration 66Q: 3 clusters Score -665643.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -665666.687500 Penalty: 3090.002686
	Iteration 67Q: 3 clusters Score -665666.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -665695.750000 Penalty: 3090.002686
	Iteration 68Q: 3 clusters Score -665695.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -665724.187500 Penalty: 3090.002686
	Iteration 69Q: 3 clusters Score -665724.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -665751.125000 Penalty: 3090.002686
	Iteration 70Q: 3 clusters Score -665751.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -665780.500000 Penalty: 3090.002686
	Iteration 71Q: 3 clusters Score -665780.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -665797.437500 Penalty: 3090.002686
	Iteration 72Q: 3 clusters Score -665797.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -665817.500000 Penalty: 3090.002686
	Iteration 73Q: 3 clusters Score -665817.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -665834.500000 Penalty: 3090.002686
	Iteration 74Q: 3 clusters Score -665834.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -665845.812500 Penalty: 3090.002686
	Iteration 75Q: 3 clusters Score -665845.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -665861.062500 Penalty: 3090.002686
	Iteration 76Q: 3 clusters Score -665861.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -665874.437500 Penalty: 3090.002686
	Iteration 77Q: 3 clusters Score -665874.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -665885.000000 Penalty: 3090.002686
	Iteration 78Q: 3 clusters Score -665885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -665895.812500 Penalty: 3090.002686
	Iteration 79Q: 3 clusters Score -665895.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -665904.312500 Penalty: 3090.002686
	Iteration 80F: 3 clusters Score -665904.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -665914.000000 Penalty: 3090.002686
	Iteration 81Q: 3 clusters Score -665914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -665923.562500 Penalty: 3090.002686
	Iteration 82Q: 3 clusters Score -665923.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -665930.875000 Penalty: 3090.002686
	Iteration 83Q: 3 clusters Score -665930.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -665939.687500 Penalty: 3090.002686
	Iteration 84Q: 3 clusters Score -665939.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -665950.500000 Penalty: 3090.002686
	Iteration 85Q: 3 clusters Score -665950.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -665956.437500 Penalty: 3090.002686
	Iteration 86Q: 3 clusters Score -665956.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -665960.062500 Penalty: 3090.002686
	Iteration 87Q: 3 clusters Score -665960.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -665970.687500 Penalty: 3090.002686
	Iteration 88Q: 3 clusters Score -665970.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -665982.437500 Penalty: 3090.002686
	Iteration 89Q: 3 clusters Score -665982.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -665991.687500 Penalty: 3090.002686
	Iteration 90Q: 3 clusters Score -665991.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -666007.250000 Penalty: 3090.002686
	Iteration 91Q: 3 clusters Score -666007.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -666019.687500 Penalty: 3090.002686
	Iteration 92Q: 3 clusters Score -666019.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -666034.375000 Penalty: 3090.002686
	Iteration 93Q: 3 clusters Score -666034.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -666040.937500 Penalty: 3090.002686
	Iteration 94Q: 3 clusters Score -666040.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -666054.250000 Penalty: 3090.002686
	Iteration 95Q: 3 clusters Score -666054.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -666062.812500 Penalty: 3090.002686
	Iteration 96Q: 3 clusters Score -666062.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -666067.437500 Penalty: 3090.002686
	Iteration 97Q: 3 clusters Score -666067.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -666072.625000 Penalty: 3090.002686
	Iteration 98Q: 3 clusters Score -666072.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -666071.687500 Penalty: 3090.002686
	Iteration 99Q: 3 clusters Score -666071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -666076.312500 Penalty: 3090.002686
	Iteration 100F: 3 clusters Score -666076.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -666079.312500 Penalty: 3090.002686
	Iteration 101Q: 3 clusters Score -666079.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -666080.250000 Penalty: 3090.002686
	Iteration 102Q: 3 clusters Score -666080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -666082.687500 Penalty: 3090.002686
	Iteration 103Q: 3 clusters Score -666082.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -666085.500000 Penalty: 3090.002686
	Iteration 104Q: 3 clusters Score -666085.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -666087.125000 Penalty: 3090.002686
	Iteration 105Q: 3 clusters Score -666087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -666088.375000 Penalty: 3090.002686
	Iteration 106Q: 3 clusters Score -666088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -666090.125000 Penalty: 3090.002686
	Iteration 107Q: 3 clusters Score -666090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -666092.437500 Penalty: 3090.002686
	Iteration 108Q: 3 clusters Score -666092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -666093.437500 Penalty: 3090.002686
	Iteration 109Q: 3 clusters Score -666093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -666095.437500 Penalty: 3090.002686
	Iteration 110Q: 3 clusters Score -666095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -666097.062500 Penalty: 3090.002686
	Iteration 111Q: 3 clusters Score -666097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -666096.125000 Penalty: 3090.002686
	Iteration 112Q: 3 clusters Score -666096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -666099.062500 Penalty: 3090.002686
	Iteration 113Q: 3 clusters Score -666099.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -666101.125000 Penalty: 3090.002686
	Iteration 114Q: 3 clusters Score -666101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -666102.500000 Penalty: 3090.002686
	Iteration 115Q: 3 clusters Score -666102.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -666105.437500 Penalty: 3090.002686
	Iteration 116Q: 3 clusters Score -666105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -666107.187500 Penalty: 3090.002686
	Iteration 117Q: 3 clusters Score -666107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -666108.625000 Penalty: 3090.002686
	Iteration 118Q: 3 clusters Score -666108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -666110.500000 Penalty: 3090.002686
	Iteration 119Q: 3 clusters Score -666110.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -666111.812500 Penalty: 3090.002686
	Iteration 120F: 3 clusters Score -666111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -666112.937500 Penalty: 3090.002686
	Iteration 121Q: 3 clusters Score -666112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -666112.750000 Penalty: 3090.002686
	Iteration 122Q: 3 clusters Score -666112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -666114.812500 Penalty: 3090.002686
	Iteration 123Q: 3 clusters Score -666114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -666113.750000 Penalty: 3090.002686
	Iteration 124Q: 3 clusters Score -666113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -666113.312500 Penalty: 3090.002686
	Iteration 125Q: 3 clusters Score -666113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -666113.312500 Penalty: 3090.002686
	Iteration 126F: 3 clusters Score -666113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -289318.000000 Penalty: 1410.664307
	Iteration 0F: 2 clusters Score -289318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -284736.687500 Penalty: 2821.328613
	Iteration 0F: 3 clusters Score -284736.7 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -285990.562500 Penalty: 2821.328613
	Iteration 1F: 3 clusters Score -285990.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -286173.875000 Penalty: 2821.328613
	Iteration 2F: 3 clusters Score -286173.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -286330.031250 Penalty: 2821.328613
	Iteration 3F: 3 clusters Score -286330 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -286428.062500 Penalty: 2821.328613
	Iteration 4Q: 3 clusters Score -286428.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -286496.500000 Penalty: 2821.328613
	Iteration 5Q: 3 clusters Score -286496.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -286551.281250 Penalty: 2821.328613
	Iteration 6Q: 3 clusters Score -286551.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -286594.531250 Penalty: 2821.328613
	Iteration 7Q: 3 clusters Score -286594.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -286642.375000 Penalty: 2821.328613
	Iteration 8Q: 3 clusters Score -286642.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -286695.156250 Penalty: 2821.328613
	Iteration 9Q: 3 clusters Score -286695.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -286756.031250 Penalty: 2821.328613
	Iteration 10Q: 3 clusters Score -286756 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -286824.562500 Penalty: 2821.328613
	Iteration 11Q: 3 clusters Score -286824.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -286892.656250 Penalty: 2821.328613
	Iteration 12Q: 3 clusters Score -286892.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -286963.625000 Penalty: 2821.328613
	Iteration 13Q: 3 clusters Score -286963.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -287064.031250 Penalty: 2821.328613
	Iteration 14Q: 3 clusters Score -287064 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -287188.375000 Penalty: 2821.328613
	Iteration 15Q: 3 clusters Score -287188.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -287285.937500 Penalty: 2821.328613
	Iteration 16Q: 3 clusters Score -287285.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -287409.093750 Penalty: 2821.328613
	Iteration 17Q: 3 clusters Score -287409.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -287544.750000 Penalty: 2821.328613
	Iteration 18Q: 3 clusters Score -287544.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -287663.062500 Penalty: 2821.328613
	Iteration 19Q: 3 clusters Score -287663.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -287756.500000 Penalty: 2821.328613
	Iteration 20F: 3 clusters Score -287756.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -287871.531250 Penalty: 2821.328613
	Iteration 21Q: 3 clusters Score -287871.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -288046.156250 Penalty: 2821.328613
	Iteration 22Q: 3 clusters Score -288046.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -288236.687500 Penalty: 2821.328613
	Iteration 23Q: 3 clusters Score -288236.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -288391.187500 Penalty: 2821.328613
	Iteration 24Q: 3 clusters Score -288391.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -288558.687500 Penalty: 2821.328613
	Iteration 25Q: 3 clusters Score -288558.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -288699.750000 Penalty: 2821.328613
	Iteration 26Q: 3 clusters Score -288699.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -288786.750000 Penalty: 2821.328613
	Iteration 27Q: 3 clusters Score -288786.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -288844.062500 Penalty: 2821.328613
	Iteration 28Q: 3 clusters Score -288844.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -288879.781250 Penalty: 2821.328613
	Iteration 29Q: 3 clusters Score -288879.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -288895.906250 Penalty: 2821.328613
	Iteration 30Q: 3 clusters Score -288895.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -288901.625000 Penalty: 2821.328613
	Iteration 31Q: 3 clusters Score -288901.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -288906.843750 Penalty: 2821.328613
	Iteration 32Q: 3 clusters Score -288906.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -288912.125000 Penalty: 2821.328613
	Iteration 33Q: 3 clusters Score -288912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -288916.250000 Penalty: 2821.328613
	Iteration 34Q: 3 clusters Score -288916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -288918.781250 Penalty: 2821.328613
	Iteration 35Q: 3 clusters Score -288918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -288919.625000 Penalty: 2821.328613
	Iteration 36Q: 3 clusters Score -288919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -288920.156250 Penalty: 2821.328613
	Iteration 37Q: 3 clusters Score -288920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -288921.562500 Penalty: 2821.328613
	Iteration 38Q: 3 clusters Score -288921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -288920.812500 Penalty: 2821.328613
	Iteration 39Q: 3 clusters Score -288920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -288922.375000 Penalty: 2821.328613
	Iteration 40F: 3 clusters Score -288922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -288922.281250 Penalty: 2821.328613
	Iteration 41Q: 3 clusters Score -288922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -288923.781250 Penalty: 2821.328613
	Iteration 42Q: 3 clusters Score -288923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -288925.031250 Penalty: 2821.328613
	Iteration 43Q: 3 clusters Score -288925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -288925.562500 Penalty: 2821.328613
	Iteration 44Q: 3 clusters Score -288925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -288926.843750 Penalty: 2821.328613
	Iteration 45Q: 3 clusters Score -288926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -288928.312500 Penalty: 2821.328613
	Iteration 46Q: 3 clusters Score -288928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -288928.437500 Penalty: 2821.328613
	Iteration 47Q: 3 clusters Score -288928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -288929.375000 Penalty: 2821.328613
	Iteration 48Q: 3 clusters Score -288929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -288930.656250 Penalty: 2821.328613
	Iteration 49Q: 3 clusters Score -288930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -288931.093750 Penalty: 2821.328613
	Iteration 50Q: 3 clusters Score -288931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -288931.375000 Penalty: 2821.328613
	Iteration 51Q: 3 clusters Score -288931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -288932.187500 Penalty: 2821.328613
	Iteration 52Q: 3 clusters Score -288932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -288932.468750 Penalty: 2821.328613
	Iteration 53Q: 3 clusters Score -288932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -288932.750000 Penalty: 2821.328613
	Iteration 54Q: 3 clusters Score -288932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -288933.406250 Penalty: 2821.328613
	Iteration 55Q: 3 clusters Score -288933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -288933.531250 Penalty: 2821.328613
	Iteration 56Q: 3 clusters Score -288933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -288933.812500 Penalty: 2821.328613
	Iteration 57Q: 3 clusters Score -288933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -288933.812500 Penalty: 2821.328613
	Iteration 58F: 3 clusters Score -288933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (353541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353541 members 
Entering Unmasked Estep 
Score: -16687853.000000 Penalty: 2076.060059
	Iteration 0F: 2 clusters Score -1.668785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176625 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -16448672.000000 Penalty: 4152.120117
	Iteration 0F: 3 clusters Score -1.644867e+07 nChanged 172808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -16552872.000000 Penalty: 4152.120117
	Iteration 1F: 3 clusters Score -1.655287e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173011 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -16555234.000000 Penalty: 4152.120117
	Iteration 2Q: 3 clusters Score -1.655523e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171143 members 
Mstep: Class 2 contains 182398 members 
Entering Unmasked Estep 
Score: -16558057.000000 Penalty: 4152.120117
	Iteration 3Q: 3 clusters Score -1.655806e+07 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 185107 members 
Entering Unmasked Estep 
Score: -16562381.000000 Penalty: 4152.120117
	Iteration 4Q: 3 clusters Score -1.656238e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 188968 members 
Entering Unmasked Estep 
Score: -16568300.000000 Penalty: 4152.120117
	Iteration 5Q: 3 clusters Score -1.65683e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159192 members 
Mstep: Class 2 contains 194349 members 
Entering Unmasked Estep 
Score: -16575986.000000 Penalty: 4152.120117
	Iteration 6Q: 3 clusters Score -1.657599e+07 nChanged 18483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152065 members 
Mstep: Class 2 contains 201476 members 
Entering Unmasked Estep 
Score: -16586463.000000 Penalty: 4152.120117
	Iteration 7F: 3 clusters Score -1.658646e+07 nChanged 20679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143236 members 
Mstep: Class 2 contains 210305 members 
Entering Unmasked Estep 
Score: -16600009.000000 Penalty: 4152.120117
	Iteration 8F: 3 clusters Score -1.660001e+07 nChanged 21809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133717 members 
Mstep: Class 2 contains 219824 members 
Entering Unmasked Estep 
Score: -16615818.000000 Penalty: 4152.120117
	Iteration 9F: 3 clusters Score -1.661582e+07 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 228514 members 
Entering Unmasked Estep 
Score: -16630603.000000 Penalty: 4152.120117
	Iteration 10F: 3 clusters Score -1.66306e+07 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 235402 members 
Entering Unmasked Estep 
Score: -16640490.000000 Penalty: 4152.120117
	Iteration 11Q: 3 clusters Score -1.664049e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112859 members 
Mstep: Class 2 contains 240682 members 
Entering Unmasked Estep 
Score: -16645885.000000 Penalty: 4152.120117
	Iteration 12Q: 3 clusters Score -1.664588e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108270 members 
Mstep: Class 2 contains 245271 members 
Entering Unmasked Estep 
Score: -16648940.000000 Penalty: 4152.120117
	Iteration 13Q: 3 clusters Score -1.664894e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 249557 members 
Entering Unmasked Estep 
Score: -16651276.000000 Penalty: 4152.120117
	Iteration 14Q: 3 clusters Score -1.665128e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 253607 members 
Entering Unmasked Estep 
Score: -16653292.000000 Penalty: 4152.120117
	Iteration 15Q: 3 clusters Score -1.665329e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 257600 members 
Entering Unmasked Estep 
Score: -16655157.000000 Penalty: 4152.120117
	Iteration 16Q: 3 clusters Score -1.665516e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 261448 members 
Entering Unmasked Estep 
Score: -16656848.000000 Penalty: 4152.120117
	Iteration 17Q: 3 clusters Score -1.665685e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 265211 members 
Entering Unmasked Estep 
Score: -16658222.000000 Penalty: 4152.120117
	Iteration 18Q: 3 clusters Score -1.665822e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 268786 members 
Entering Unmasked Estep 
Score: -16659315.000000 Penalty: 4152.120117
	Iteration 19Q: 3 clusters Score -1.665932e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 272261 members 
Entering Unmasked Estep 
Score: -16660290.000000 Penalty: 4152.120117
	Iteration 20F: 3 clusters Score -1.666029e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 275755 members 
Entering Unmasked Estep 
Score: -16661319.000000 Penalty: 4152.120117
	Iteration 21Q: 3 clusters Score -1.666132e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 279126 members 
Entering Unmasked Estep 
Score: -16662299.000000 Penalty: 4152.120117
	Iteration 22Q: 3 clusters Score -1.66623e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 282528 members 
Entering Unmasked Estep 
Score: -16663227.000000 Penalty: 4152.120117
	Iteration 23Q: 3 clusters Score -1.666323e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 285938 members 
Entering Unmasked Estep 
Score: -16664085.000000 Penalty: 4152.120117
	Iteration 24Q: 3 clusters Score -1.666408e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 289306 members 
Entering Unmasked Estep 
Score: -16664836.000000 Penalty: 4152.120117
	Iteration 25Q: 3 clusters Score -1.666484e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 292691 members 
Entering Unmasked Estep 
Score: -16665573.000000 Penalty: 4152.120117
	Iteration 26Q: 3 clusters Score -1.666557e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 296112 members 
Entering Unmasked Estep 
Score: -16666455.000000 Penalty: 4152.120117
	Iteration 27Q: 3 clusters Score -1.666646e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 299546 members 
Entering Unmasked Estep 
Score: -16667235.000000 Penalty: 4152.120117
	Iteration 28Q: 3 clusters Score -1.666724e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 303028 members 
Entering Unmasked Estep 
Score: -16668177.000000 Penalty: 4152.120117
	Iteration 29Q: 3 clusters Score -1.666818e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 306482 members 
Entering Unmasked Estep 
Score: -16668964.000000 Penalty: 4152.120117
	Iteration 30Q: 3 clusters Score -1.666896e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 309960 members 
Entering Unmasked Estep 
Score: -16669913.000000 Penalty: 4152.120117
	Iteration 31Q: 3 clusters Score -1.666991e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 313485 members 
Entering Unmasked Estep 
Score: -16671007.000000 Penalty: 4152.120117
	Iteration 32Q: 3 clusters Score -1.667101e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 317073 members 
Entering Unmasked Estep 
Score: -16672252.000000 Penalty: 4152.120117
	Iteration 33Q: 3 clusters Score -1.667225e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 320675 members 
Entering Unmasked Estep 
Score: -16673291.000000 Penalty: 4152.120117
	Iteration 34Q: 3 clusters Score -1.667329e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 324317 members 
Entering Unmasked Estep 
Score: -16674570.000000 Penalty: 4152.120117
	Iteration 35Q: 3 clusters Score -1.667457e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 327989 members 
Entering Unmasked Estep 
Score: -16676008.000000 Penalty: 4152.120117
	Iteration 36Q: 3 clusters Score -1.667601e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 331607 members 
Entering Unmasked Estep 
Score: -16677333.000000 Penalty: 4152.120117
	Iteration 37Q: 3 clusters Score -1.667733e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 335083 members 
Entering Unmasked Estep 
Score: -16678821.000000 Penalty: 4152.120117
	Iteration 38Q: 3 clusters Score -1.667882e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 338261 members 
Entering Unmasked Estep 
Score: -16680147.000000 Penalty: 4152.120117
	Iteration 39Q: 3 clusters Score -1.668015e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 341224 members 
Entering Unmasked Estep 
Score: -16681547.000000 Penalty: 4152.120117
	Iteration 40F: 3 clusters Score -1.668155e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 343735 members 
Entering Unmasked Estep 
Score: -16682667.000000 Penalty: 4152.120117
	Iteration 41Q: 3 clusters Score -1.668267e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 345808 members 
Entering Unmasked Estep 
Score: -16683585.000000 Penalty: 4152.120117
	Iteration 42Q: 3 clusters Score -1.668358e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 347405 members 
Entering Unmasked Estep 
Score: -16684226.000000 Penalty: 4152.120117
	Iteration 43Q: 3 clusters Score -1.668423e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 348627 members 
Entering Unmasked Estep 
Score: -16684694.000000 Penalty: 4152.120117
	Iteration 44Q: 3 clusters Score -1.668469e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 349582 members 
Entering Unmasked Estep 
Score: -16685062.000000 Penalty: 4152.120117
	Iteration 45Q: 3 clusters Score -1.668506e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 350291 members 
Entering Unmasked Estep 
Score: -16685372.000000 Penalty: 4152.120117
	Iteration 46Q: 3 clusters Score -1.668537e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 350819 members 
Entering Unmasked Estep 
Score: -16685551.000000 Penalty: 4152.120117
	Iteration 47Q: 3 clusters Score -1.668555e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 351230 members 
Entering Unmasked Estep 
Score: -16685774.000000 Penalty: 4152.120117
	Iteration 48Q: 3 clusters Score -1.668577e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 351512 members 
Entering Unmasked Estep 
Score: -16685856.000000 Penalty: 4152.120117
	Iteration 49Q: 3 clusters Score -1.668586e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 351700 members 
Entering Unmasked Estep 
Score: -16685889.000000 Penalty: 4152.120117
	Iteration 50Q: 3 clusters Score -1.668589e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 351829 members 
Entering Unmasked Estep 
Score: -16685968.000000 Penalty: 4152.120117
	Iteration 51Q: 3 clusters Score -1.668597e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 351935 members 
Entering Unmasked Estep 
Score: -16686021.000000 Penalty: 4152.120117
	Iteration 52Q: 3 clusters Score -1.668602e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 352031 members 
Entering Unmasked Estep 
Score: -16686039.000000 Penalty: 4152.120117
	Iteration 53Q: 3 clusters Score -1.668604e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 352106 members 
Entering Unmasked Estep 
Score: -16686085.000000 Penalty: 4152.120117
	Iteration 54Q: 3 clusters Score -1.668608e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 352159 members 
Entering Unmasked Estep 
Score: -16686097.000000 Penalty: 4152.120117
	Iteration 55Q: 3 clusters Score -1.66861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 352207 members 
Entering Unmasked Estep 
Score: -16686114.000000 Penalty: 4152.120117
	Iteration 56Q: 3 clusters Score -1.668611e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 352254 members 
Entering Unmasked Estep 
Score: -16686141.000000 Penalty: 4152.120117
	Iteration 57Q: 3 clusters Score -1.668614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 352294 members 
Entering Unmasked Estep 
Score: -16686164.000000 Penalty: 4152.120117
	Iteration 58Q: 3 clusters Score -1.668616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 352326 members 
Entering Unmasked Estep 
Score: -16686174.000000 Penalty: 4152.120117
	Iteration 59Q: 3 clusters Score -1.668617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 352357 members 
Entering Unmasked Estep 
Score: -16686212.000000 Penalty: 4152.120117
	Iteration 60F: 3 clusters Score -1.668621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 352386 members 
Entering Unmasked Estep 
Score: -16686214.000000 Penalty: 4152.120117
	Iteration 61Q: 3 clusters Score -1.668621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 352407 members 
Entering Unmasked Estep 
Score: -16686222.000000 Penalty: 4152.120117
	Iteration 62Q: 3 clusters Score -1.668622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 352419 members 
Entering Unmasked Estep 
Score: -16686232.000000 Penalty: 4152.120117
	Iteration 63Q: 3 clusters Score -1.668623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 352431 members 
Entering Unmasked Estep 
Score: -16686224.000000 Penalty: 4152.120117
	Iteration 64Q: 3 clusters Score -1.668622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 352444 members 
Entering Unmasked Estep 
Score: -16686217.000000 Penalty: 4152.120117
	Iteration 65Q: 3 clusters Score -1.668622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 352461 members 
Entering Unmasked Estep 
Score: -16686230.000000 Penalty: 4152.120117
	Iteration 66Q: 3 clusters Score -1.668623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 352476 members 
Entering Unmasked Estep 
Score: -16686235.000000 Penalty: 4152.120117
	Iteration 67Q: 3 clusters Score -1.668624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 352488 members 
Entering Unmasked Estep 
Score: -16686250.000000 Penalty: 4152.120117
	Iteration 68Q: 3 clusters Score -1.668625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 352495 members 
Entering Unmasked Estep 
Score: -16686254.000000 Penalty: 4152.120117
	Iteration 69Q: 3 clusters Score -1.668625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 352503 members 
Entering Unmasked Estep 
Score: -16686254.000000 Penalty: 4152.120117
	Iteration 70Q: 3 clusters Score -1.668625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 352512 members 
Entering Unmasked Estep 
Score: -16686255.000000 Penalty: 4152.120117
	Iteration 71Q: 3 clusters Score -1.668626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 352520 members 
Entering Unmasked Estep 
Score: -16686266.000000 Penalty: 4152.120117
	Iteration 72Q: 3 clusters Score -1.668627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 352526 members 
Entering Unmasked Estep 
Score: -16686265.000000 Penalty: 4152.120117
	Iteration 73Q: 3 clusters Score -1.668626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 352533 members 
Entering Unmasked Estep 
Score: -16686266.000000 Penalty: 4152.120117
	Iteration 74Q: 3 clusters Score -1.668627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 352536 members 
Entering Unmasked Estep 
Score: -16686272.000000 Penalty: 4152.120117
	Iteration 75Q: 3 clusters Score -1.668627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 352540 members 
Entering Unmasked Estep 
Score: -16686278.000000 Penalty: 4152.120117
	Iteration 76Q: 3 clusters Score -1.668628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 352541 members 
Entering Unmasked Estep 
Score: -16686278.000000 Penalty: 4152.120117
	Iteration 77Q: 3 clusters Score -1.668628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 352545 members 
Entering Unmasked Estep 
Score: -16686278.000000 Penalty: 4152.120117
	Iteration 78Q: 3 clusters Score -1.668628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 352548 members 
Entering Unmasked Estep 
Score: -16686277.000000 Penalty: 4152.120117
	Iteration 79Q: 3 clusters Score -1.668628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 352551 members 
Entering Unmasked Estep 
Score: -16686273.000000 Penalty: 4152.120117
	Iteration 80F: 3 clusters Score -1.668627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 352554 members 
Entering Unmasked Estep 
Score: -16686278.000000 Penalty: 4152.120117
	Iteration 81Q: 3 clusters Score -1.668628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 352554 members 
Entering Unmasked Estep 
Score: -16686287.000000 Penalty: 4152.120117
	Iteration 82Q: 3 clusters Score -1.668629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 352558 members 
Entering Unmasked Estep 
Score: -16686282.000000 Penalty: 4152.120117
	Iteration 83Q: 3 clusters Score -1.668628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 352559 members 
Entering Unmasked Estep 
Score: -16686281.000000 Penalty: 4152.120117
	Iteration 84Q: 3 clusters Score -1.668628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 352561 members 
Entering Unmasked Estep 
Score: -16686273.000000 Penalty: 4152.120117
	Iteration 85Q: 3 clusters Score -1.668627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 352563 members 
Entering Unmasked Estep 
Score: -16686270.000000 Penalty: 4152.120117
	Iteration 86Q: 3 clusters Score -1.668627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 352564 members 
Entering Unmasked Estep 
Score: -16686279.000000 Penalty: 4152.120117
	Iteration 87Q: 3 clusters Score -1.668628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 352568 members 
Entering Unmasked Estep 
Score: -16686284.000000 Penalty: 4152.120117
	Iteration 88Q: 3 clusters Score -1.668628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 352572 members 
Entering Unmasked Estep 
Score: -16686288.000000 Penalty: 4152.120117
	Iteration 89Q: 3 clusters Score -1.668629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 352572 members 
Entering Unmasked Estep 
Score: -16686289.000000 Penalty: 4152.120117
	Iteration 90Q: 3 clusters Score -1.668629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 352571 members 
Entering Unmasked Estep 
Score: -16686284.000000 Penalty: 4152.120117
	Iteration 91Q: 3 clusters Score -1.668628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 352571 members 
Entering Unmasked Estep 
Score: -16686281.000000 Penalty: 4152.120117
	Iteration 92Q: 3 clusters Score -1.668628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 352571 members 
Entering Unmasked Estep 
Score: -16686284.000000 Penalty: 4152.120117
	Iteration 93Q: 3 clusters Score -1.668628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 352571 members 
Entering Unmasked Estep 
Score: -16686285.000000 Penalty: 4152.120117
	Iteration 94Q: 3 clusters Score -1.668628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 352574 members 
Entering Unmasked Estep 
Score: -16686296.000000 Penalty: 4152.120117
	Iteration 95Q: 3 clusters Score -1.66863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 352578 members 
Entering Unmasked Estep 
Score: -16686279.000000 Penalty: 4152.120117
	Iteration 96Q: 3 clusters Score -1.668628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 352580 members 
Entering Unmasked Estep 
Score: -16686291.000000 Penalty: 4152.120117
	Iteration 97Q: 3 clusters Score -1.668629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 352582 members 
Entering Unmasked Estep 
Score: -16686297.000000 Penalty: 4152.120117
	Iteration 98Q: 3 clusters Score -1.66863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 352583 members 
Entering Unmasked Estep 
Score: -16686297.000000 Penalty: 4152.120117
	Iteration 99Q: 3 clusters Score -1.66863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 352587 members 
Entering Unmasked Estep 
Score: -16686291.000000 Penalty: 4152.120117
	Iteration 100F: 3 clusters Score -1.668629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 352588 members 
Entering Unmasked Estep 
Score: -16686288.000000 Penalty: 4152.120117
	Iteration 101Q: 3 clusters Score -1.668629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 352590 members 
Entering Unmasked Estep 
Score: -16686277.000000 Penalty: 4152.120117
	Iteration 102Q: 3 clusters Score -1.668628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 352593 members 
Entering Unmasked Estep 
Score: -16686278.000000 Penalty: 4152.120117
	Iteration 103Q: 3 clusters Score -1.668628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 352595 members 
Entering Unmasked Estep 
Score: -16686284.000000 Penalty: 4152.120117
	Iteration 104Q: 3 clusters Score -1.668628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 352596 members 
Entering Unmasked Estep 
Score: -16686289.000000 Penalty: 4152.120117
	Iteration 105Q: 3 clusters Score -1.668629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 352598 members 
Entering Unmasked Estep 
Score: -16686292.000000 Penalty: 4152.120117
	Iteration 106Q: 3 clusters Score -1.668629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 352599 members 
Entering Unmasked Estep 
Score: -16686290.000000 Penalty: 4152.120117
	Iteration 107Q: 3 clusters Score -1.668629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 352600 members 
Entering Unmasked Estep 
Score: -16686284.000000 Penalty: 4152.120117
	Iteration 108Q: 3 clusters Score -1.668628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 352601 members 
Entering Unmasked Estep 
Score: -16686290.000000 Penalty: 4152.120117
	Iteration 109Q: 3 clusters Score -1.668629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 352602 members 
Entering Unmasked Estep 
Score: -16686292.000000 Penalty: 4152.120117
	Iteration 110Q: 3 clusters Score -1.668629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 352602 members 
Entering Unmasked Estep 
Score: -16686289.000000 Penalty: 4152.120117
	Iteration 111Q: 3 clusters Score -1.668629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 352603 members 
Entering Unmasked Estep 
Score: -16686292.000000 Penalty: 4152.120117
	Iteration 112Q: 3 clusters Score -1.668629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 352604 members 
Entering Unmasked Estep 
Score: -16686289.000000 Penalty: 4152.120117
	Iteration 113Q: 3 clusters Score -1.668629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 352606 members 
Entering Unmasked Estep 
Score: -16686299.000000 Penalty: 4152.120117
	Iteration 114Q: 3 clusters Score -1.66863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 352608 members 
Entering Unmasked Estep 
Score: -16686299.000000 Penalty: 4152.120117
	Iteration 115Q: 3 clusters Score -1.66863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 352613 members 
Entering Unmasked Estep 
Score: -16686302.000000 Penalty: 4152.120117
	Iteration 116Q: 3 clusters Score -1.66863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 352616 members 
Entering Unmasked Estep 
Score: -16686306.000000 Penalty: 4152.120117
	Iteration 117Q: 3 clusters Score -1.668631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 352618 members 
Entering Unmasked Estep 
Score: -16686304.000000 Penalty: 4152.120117
	Iteration 118Q: 3 clusters Score -1.66863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 352618 members 
Entering Unmasked Estep 
Score: -16686304.000000 Penalty: 4152.120117
	Iteration 119F: 3 clusters Score -1.66863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -296615.062500 Penalty: 1415.180786
	Iteration 0F: 2 clusters Score -296615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -292032.156250 Penalty: 2830.361572
	Iteration 0F: 3 clusters Score -292032.2 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -293342.937500 Penalty: 2830.361572
	Iteration 1F: 3 clusters Score -293342.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -293519.437500 Penalty: 2830.361572
	Iteration 2F: 3 clusters Score -293519.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -293664.312500 Penalty: 2830.361572
	Iteration 3Q: 3 clusters Score -293664.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -293797.156250 Penalty: 2830.361572
	Iteration 4Q: 3 clusters Score -293797.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -293939.500000 Penalty: 2830.361572
	Iteration 5Q: 3 clusters Score -293939.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -294094.343750 Penalty: 2830.361572
	Iteration 6Q: 3 clusters Score -294094.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -294245.968750 Penalty: 2830.361572
	Iteration 7Q: 3 clusters Score -294246 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -294414.937500 Penalty: 2830.361572
	Iteration 8Q: 3 clusters Score -294414.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -294613.718750 Penalty: 2830.361572
	Iteration 9Q: 3 clusters Score -294613.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -294852.468750 Penalty: 2830.361572
	Iteration 10F: 3 clusters Score -294852.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -295086.375000 Penalty: 2830.361572
	Iteration 11Q: 3 clusters Score -295086.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -295258.187500 Penalty: 2830.361572
	Iteration 12Q: 3 clusters Score -295258.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -295382.843750 Penalty: 2830.361572
	Iteration 13Q: 3 clusters Score -295382.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -295444.437500 Penalty: 2830.361572
	Iteration 14Q: 3 clusters Score -295444.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -295474.000000 Penalty: 2830.361572
	Iteration 15Q: 3 clusters Score -295474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -295489.125000 Penalty: 2830.361572
	Iteration 16Q: 3 clusters Score -295489.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -295498.312500 Penalty: 2830.361572
	Iteration 17Q: 3 clusters Score -295498.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -295503.906250 Penalty: 2830.361572
	Iteration 18Q: 3 clusters Score -295503.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -295507.468750 Penalty: 2830.361572
	Iteration 19Q: 3 clusters Score -295507.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -295511.562500 Penalty: 2830.361572
	Iteration 20F: 3 clusters Score -295511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -295515.281250 Penalty: 2830.361572
	Iteration 21Q: 3 clusters Score -295515.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -295518.593750 Penalty: 2830.361572
	Iteration 22Q: 3 clusters Score -295518.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -295522.562500 Penalty: 2830.361572
	Iteration 23Q: 3 clusters Score -295522.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -295526.593750 Penalty: 2830.361572
	Iteration 24Q: 3 clusters Score -295526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -295527.718750 Penalty: 2830.361572
	Iteration 25Q: 3 clusters Score -295527.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -295529.562500 Penalty: 2830.361572
	Iteration 26Q: 3 clusters Score -295529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -295530.125000 Penalty: 2830.361572
	Iteration 27Q: 3 clusters Score -295530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -295531.781250 Penalty: 2830.361572
	Iteration 28Q: 3 clusters Score -295531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -295531.781250 Penalty: 2830.361572
	Iteration 29F: 3 clusters Score -295531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (91197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Entering Unmasked Estep 
Score: -4441689.500000 Penalty: 1855.876343
	Iteration 0F: 2 clusters Score -4441690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -4380543.000000 Penalty: 3711.752686
	Iteration 0F: 3 clusters Score -4380543 nChanged 43711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -4406367.500000 Penalty: 3711.752686
	Iteration 1F: 3 clusters Score -4406368 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -4407712.500000 Penalty: 3711.752686
	Iteration 2Q: 3 clusters Score -4407712 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -4409472.000000 Penalty: 3711.752686
	Iteration 3Q: 3 clusters Score -4409472 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -4411666.000000 Penalty: 3711.752686
	Iteration 4Q: 3 clusters Score -4411666 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -4414528.500000 Penalty: 3711.752686
	Iteration 5F: 3 clusters Score -4414528 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -4418449.000000 Penalty: 3711.752686
	Iteration 6F: 3 clusters Score -4418449 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -4422770.500000 Penalty: 3711.752686
	Iteration 7F: 3 clusters Score -4422770 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -4426334.000000 Penalty: 3711.752686
	Iteration 8F: 3 clusters Score -4426334 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -4428275.000000 Penalty: 3711.752686
	Iteration 9Q: 3 clusters Score -4428275 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -4429087.000000 Penalty: 3711.752686
	Iteration 10Q: 3 clusters Score -4429087 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -4429501.500000 Penalty: 3711.752686
	Iteration 11Q: 3 clusters Score -4429502 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -4429754.000000 Penalty: 3711.752686
	Iteration 12Q: 3 clusters Score -4429754 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -4429984.500000 Penalty: 3711.752686
	Iteration 13Q: 3 clusters Score -4429984 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4430209.500000 Penalty: 3711.752686
	Iteration 14Q: 3 clusters Score -4430210 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -4430398.500000 Penalty: 3711.752686
	Iteration 15Q: 3 clusters Score -4430398 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4430589.500000 Penalty: 3711.752686
	Iteration 16Q: 3 clusters Score -4430590 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4430741.500000 Penalty: 3711.752686
	Iteration 17Q: 3 clusters Score -4430742 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4430920.000000 Penalty: 3711.752686
	Iteration 18Q: 3 clusters Score -4430920 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -4431021.000000 Penalty: 3711.752686
	Iteration 19Q: 3 clusters Score -4431021 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -4431117.000000 Penalty: 3711.752686
	Iteration 20F: 3 clusters Score -4431117 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4431247.000000 Penalty: 3711.752686
	Iteration 21Q: 3 clusters Score -4431247 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4431331.500000 Penalty: 3711.752686
	Iteration 22Q: 3 clusters Score -4431332 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -4431438.000000 Penalty: 3711.752686
	Iteration 23Q: 3 clusters Score -4431438 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -4431500.500000 Penalty: 3711.752686
	Iteration 24Q: 3 clusters Score -4431500 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4431570.500000 Penalty: 3711.752686
	Iteration 25Q: 3 clusters Score -4431570 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4431625.000000 Penalty: 3711.752686
	Iteration 26Q: 3 clusters Score -4431625 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4431684.500000 Penalty: 3711.752686
	Iteration 27Q: 3 clusters Score -4431684 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4431726.000000 Penalty: 3711.752686
	Iteration 28Q: 3 clusters Score -4431726 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -4431799.500000 Penalty: 3711.752686
	Iteration 29Q: 3 clusters Score -4431800 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4431858.500000 Penalty: 3711.752686
	Iteration 30Q: 3 clusters Score -4431858 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4431911.000000 Penalty: 3711.752686
	Iteration 31Q: 3 clusters Score -4431911 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4431932.500000 Penalty: 3711.752686
	Iteration 32Q: 3 clusters Score -4431932 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4431975.000000 Penalty: 3711.752686
	Iteration 33Q: 3 clusters Score -4431975 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -4432000.000000 Penalty: 3711.752686
	Iteration 34Q: 3 clusters Score -4432000 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -4432024.500000 Penalty: 3711.752686
	Iteration 35Q: 3 clusters Score -4432024 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4432080.500000 Penalty: 3711.752686
	Iteration 36Q: 3 clusters Score -4432080 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4432126.000000 Penalty: 3711.752686
	Iteration 37Q: 3 clusters Score -4432126 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4432158.000000 Penalty: 3711.752686
	Iteration 38Q: 3 clusters Score -4432158 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4432216.000000 Penalty: 3711.752686
	Iteration 39Q: 3 clusters Score -4432216 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4432245.000000 Penalty: 3711.752686
	Iteration 40F: 3 clusters Score -4432245 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4432318.500000 Penalty: 3711.752686
	Iteration 41Q: 3 clusters Score -4432318 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4432369.000000 Penalty: 3711.752686
	Iteration 42Q: 3 clusters Score -4432369 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4432407.500000 Penalty: 3711.752686
	Iteration 43Q: 3 clusters Score -4432408 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4432458.000000 Penalty: 3711.752686
	Iteration 44Q: 3 clusters Score -4432458 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4432543.000000 Penalty: 3711.752686
	Iteration 45Q: 3 clusters Score -4432543 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4432605.500000 Penalty: 3711.752686
	Iteration 46Q: 3 clusters Score -4432606 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4432671.000000 Penalty: 3711.752686
	Iteration 47Q: 3 clusters Score -4432671 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4432722.500000 Penalty: 3711.752686
	Iteration 48Q: 3 clusters Score -4432722 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4432785.000000 Penalty: 3711.752686
	Iteration 49Q: 3 clusters Score -4432785 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4432847.500000 Penalty: 3711.752686
	Iteration 50Q: 3 clusters Score -4432848 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -4432908.500000 Penalty: 3711.752686
	Iteration 51Q: 3 clusters Score -4432908 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -4432983.000000 Penalty: 3711.752686
	Iteration 52Q: 3 clusters Score -4432983 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4433102.500000 Penalty: 3711.752686
	Iteration 53Q: 3 clusters Score -4433102 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4433153.000000 Penalty: 3711.752686
	Iteration 54Q: 3 clusters Score -4433153 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -4433207.000000 Penalty: 3711.752686
	Iteration 55Q: 3 clusters Score -4433207 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -4433249.500000 Penalty: 3711.752686
	Iteration 56Q: 3 clusters Score -4433250 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4433306.000000 Penalty: 3711.752686
	Iteration 57Q: 3 clusters Score -4433306 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4433366.000000 Penalty: 3711.752686
	Iteration 58Q: 3 clusters Score -4433366 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4433446.000000 Penalty: 3711.752686
	Iteration 59Q: 3 clusters Score -4433446 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4433508.500000 Penalty: 3711.752686
	Iteration 60F: 3 clusters Score -4433508 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4433546.000000 Penalty: 3711.752686
	Iteration 61Q: 3 clusters Score -4433546 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4433608 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -4433723.000000 Penalty: 3711.752686
	Iteration 63Q: 3 clusters Score -4433723 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4433857.500000 Penalty: 3711.752686
	Iteration 64Q: 3 clusters Score -4433858 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4434003.500000 Penalty: 3711.752686
	Iteration 65Q: 3 clusters Score -4434004 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -4434124.500000 Penalty: 3711.752686
	Iteration 66Q: 3 clusters Score -4434124 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4434244.000000 Penalty: 3711.752686
	Iteration 67Q: 3 clusters Score -4434244 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4434341.500000 Penalty: 3711.752686
	Iteration 68Q: 3 clusters Score -4434342 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4434430.500000 Penalty: 3711.752686
	Iteration 69Q: 3 clusters Score -4434430 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4434586 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4434737.500000 Penalty: 3711.752686
	Iteration 71Q: 3 clusters Score -4434738 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4434892.500000 Penalty: 3711.752686
	Iteration 72Q: 3 clusters Score -4434892 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4435019.000000 Penalty: 3711.752686
	Iteration 73Q: 3 clusters Score -4435019 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4435186.000000 Penalty: 3711.752686
	Iteration 74Q: 3 clusters Score -4435186 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4435347.000000 Penalty: 3711.752686
	Iteration 75Q: 3 clusters Score -4435347 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4435525.000000 Penalty: 3711.752686
	Iteration 76Q: 3 clusters Score -4435525 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4435682.500000 Penalty: 3711.752686
	Iteration 77Q: 3 clusters Score -4435682 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4435876.500000 Penalty: 3711.752686
	Iteration 78Q: 3 clusters Score -4435876 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4436078 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4436266.500000 Penalty: 3711.752686
	Iteration 80F: 3 clusters Score -4436266 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4436497 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4436718.000000 Penalty: 3711.752686
	Iteration 82Q: 3 clusters Score -4436718 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4436960.000000 Penalty: 3711.752686
	Iteration 83Q: 3 clusters Score -4436960 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -4437164.000000 Penalty: 3711.752686
	Iteration 84Q: 3 clusters Score -4437164 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4437383.500000 Penalty: 3711.752686
	Iteration 85Q: 3 clusters Score -4437384 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4437630.000000 Penalty: 3711.752686
	Iteration 86Q: 3 clusters Score -4437630 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4437854 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4438077.500000 Penalty: 3711.752686
	Iteration 88Q: 3 clusters Score -4438078 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4438340.000000 Penalty: 3711.752686
	Iteration 89Q: 3 clusters Score -4438340 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4438594.500000 Penalty: 3711.752686
	Iteration 90Q: 3 clusters Score -4438594 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4438856.000000 Penalty: 3711.752686
	Iteration 91Q: 3 clusters Score -4438856 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4439104.000000 Penalty: 3711.752686
	Iteration 92Q: 3 clusters Score -4439104 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4439304.500000 Penalty: 3711.752686
	Iteration 93Q: 3 clusters Score -4439304 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4439455.000000 Penalty: 3711.752686
	Iteration 94Q: 3 clusters Score -4439455 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4439619.000000 Penalty: 3711.752686
	Iteration 95Q: 3 clusters Score -4439619 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4439735.500000 Penalty: 3711.752686
	Iteration 96Q: 3 clusters Score -4439736 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4439812.500000 Penalty: 3711.752686
	Iteration 97Q: 3 clusters Score -4439812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4439911.000000 Penalty: 3711.752686
	Iteration 98Q: 3 clusters Score -4439911 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4439986.000000 Penalty: 3711.752686
	Iteration 99Q: 3 clusters Score -4439986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4440010.500000 Penalty: 3711.752686
	Iteration 100F: 3 clusters Score -4440010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4440019.000000 Penalty: 3711.752686
	Iteration 101Q: 3 clusters Score -4440019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4440052.500000 Penalty: 3711.752686
	Iteration 102Q: 3 clusters Score -4440052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4440075.500000 Penalty: 3711.752686
	Iteration 103Q: 3 clusters Score -4440076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4440088.500000 Penalty: 3711.752686
	Iteration 104Q: 3 clusters Score -4440088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4440100.000000 Penalty: 3711.752686
	Iteration 105Q: 3 clusters Score -4440100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4440106.500000 Penalty: 3711.752686
	Iteration 106Q: 3 clusters Score -4440106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4440116.500000 Penalty: 3711.752686
	Iteration 107Q: 3 clusters Score -4440116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4440131.000000 Penalty: 3711.752686
	Iteration 108Q: 3 clusters Score -4440131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4440150.000000 Penalty: 3711.752686
	Iteration 109Q: 3 clusters Score -4440150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4440160.000000 Penalty: 3711.752686
	Iteration 110Q: 3 clusters Score -4440160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4440163.000000 Penalty: 3711.752686
	Iteration 111Q: 3 clusters Score -4440163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4440165.000000 Penalty: 3711.752686
	Iteration 112Q: 3 clusters Score -4440165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4440175.500000 Penalty: 3711.752686
	Iteration 113Q: 3 clusters Score -4440176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4440180.000000 Penalty: 3711.752686
	Iteration 114Q: 3 clusters Score -4440180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4440178.500000 Penalty: 3711.752686
	Iteration 115Q: 3 clusters Score -4440178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4440181.000000 Penalty: 3711.752686
	Iteration 116Q: 3 clusters Score -4440181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4440182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
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	Iteration 118F: 3 clusters Score -4440182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 245728 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 58272 members 
Mstep: Class 12 contains 13463 members 
Mstep: Class 15 contains 5890 members 
Mstep: Class 16 contains 353541 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91197 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 13 clusters Score -3.751838e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 245684 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 58246 members 
Mstep: Class 12 contains 13452 members 
Mstep: Class 15 contains 5890 members 
Mstep: Class 16 contains 353638 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 13 clusters Score -3.751837e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 245643 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 58223 members 
Mstep: Class 12 contains 13442 members 
Mstep: Class 15 contains 5890 members 
Mstep: Class 16 contains 353725 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91167 members 
Entering Unmasked Estep 
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Iteration 161Q: 13 clusters Score -3.751837e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 245603 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 58203 members 
Mstep: Class 12 contains 13430 members 
Mstep: Class 15 contains 5891 members 
Mstep: Class 16 contains 353809 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91156 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 13 clusters Score -3.751834e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 245564 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 58183 members 
Mstep: Class 12 contains 13420 members 
Mstep: Class 15 contains 5889 members 
Mstep: Class 16 contains 353892 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 13 clusters Score -3.751831e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3652 members 
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Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 58165 members 
Mstep: Class 12 contains 13408 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 16 contains 353963 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 13 clusters Score -3.75183e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3652 members 
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Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 58153 members 
Mstep: Class 12 contains 13397 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 354046 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91120 members 
Entering Unmasked Estep 
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Iteration 165Q: 13 clusters Score -3.751834e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3652 members 
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Mstep: Class 5 contains 3503 members 
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Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 58140 members 
Mstep: Class 12 contains 13392 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 354115 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91109 members 
Entering Unmasked Estep 
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Iteration 166Q: 13 clusters Score -3.751833e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 9 contains 58130 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 354187 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91098 members 
Entering Unmasked Estep 
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Iteration 167Q: 13 clusters Score -3.751832e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 8 contains 7500 members 
Mstep: Class 9 contains 58116 members 
Mstep: Class 12 contains 13376 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 354253 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91089 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 13 clusters Score -3.751836e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 12 contains 13365 members 
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Mstep: Class 16 contains 354334 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518408.000000 Penalty: 26522.277344
Iteration 169Q: 13 clusters Score -3.751841e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 3503 members 
Mstep: Class 6 contains 245283 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 58088 members 
Mstep: Class 12 contains 13358 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 354410 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518352.000000 Penalty: 26522.277344
Iteration 170Q: 13 clusters Score -3.751835e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11447 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 245239 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 7500 members 
Mstep: Class 9 contains 58075 members 
Mstep: Class 12 contains 13350 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 354490 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 91052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518336.000000 Penalty: 26522.277344
Iteration 171Q: 13 clusters Score -3.751834e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11448 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 245204 members 
Mstep: Class 7 contains 6818 members 
Mstep: Class 8 contains 7499 members 
Mstep: Class 9 contains 58061 members 
Mstep: Class 12 contains 13340 members 
Mstep: Class 15 contains 5884 members 
Mstep: Class 16 contains 354566 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 91039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518372.000000 Penalty: 26522.277344
Iteration 172Q: 13 clusters Score -3.751837e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11448 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 245164 members 
Mstep: Class 7 contains 6815 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 58048 members 
Mstep: Class 12 contains 13329 members 
Mstep: Class 15 contains 5881 members 
Mstep: Class 16 contains 354654 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 91022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518424.000000 Penalty: 26522.277344
Iteration 173Q: 13 clusters Score -3.751842e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11448 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 245125 members 
Mstep: Class 7 contains 6811 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 58037 members 
Mstep: Class 12 contains 13323 members 
Mstep: Class 15 contains 5881 members 
Mstep: Class 16 contains 354734 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 91003 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 13 clusters Score -3.751837e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11447 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 245087 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 58028 members 
Mstep: Class 12 contains 13320 members 
Mstep: Class 15 contains 5880 members 
Mstep: Class 16 contains 354795 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 90990 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 13 clusters Score -3.751837e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11447 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 245054 members 
Mstep: Class 7 contains 6809 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 58020 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 15 contains 5879 members 
Mstep: Class 16 contains 354846 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 90981 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 13 clusters Score -3.751836e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11447 members 
Mstep: Class 5 contains 3521 members 
Mstep: Class 6 contains 245022 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 58009 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 15 contains 5879 members 
Mstep: Class 16 contains 354895 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 90975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518340.000000 Penalty: 26522.277344
Iteration 177Q: 13 clusters Score -3.751834e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11447 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 244978 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 58003 members 
Mstep: Class 12 contains 13310 members 
Mstep: Class 15 contains 5879 members 
Mstep: Class 16 contains 354954 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 90966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518364.000000 Penalty: 26522.277344
Iteration 178Q: 13 clusters Score -3.751836e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 3529 members 
Mstep: Class 6 contains 244939 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 57997 members 
Mstep: Class 12 contains 13303 members 
Mstep: Class 15 contains 5878 members 
Mstep: Class 16 contains 355014 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 90957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518380.000000 Penalty: 26522.277344
Iteration 179Q: 13 clusters Score -3.751838e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 244901 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 57994 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 15 contains 5877 members 
Mstep: Class 16 contains 355075 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 90942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518368.000000 Penalty: 26522.277344
Iteration 180F: 13 clusters Score -3.751837e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 244869 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 57991 members 
Mstep: Class 12 contains 13295 members 
Mstep: Class 15 contains 5873 members 
Mstep: Class 16 contains 355128 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 90929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518376.000000 Penalty: 26522.277344
Iteration 181Q: 13 clusters Score -3.751838e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 244843 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 57990 members 
Mstep: Class 12 contains 13293 members 
Mstep: Class 15 contains 5871 members 
Mstep: Class 16 contains 355174 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 90913 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 13 clusters Score -3.751837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 4 contains 11445 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 244818 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 57988 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 355218 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 90900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518364.000000 Penalty: 26522.277344
Iteration 183Q: 13 clusters Score -3.751836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 244800 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7495 members 
Mstep: Class 9 contains 57983 members 
Mstep: Class 12 contains 13290 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355251 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518392.000000 Penalty: 26522.277344
Iteration 184Q: 13 clusters Score -3.751839e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244784 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57979 members 
Mstep: Class 12 contains 13290 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355276 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 185Q: 13 clusters Score -3.751842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 4 contains 11445 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244772 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57976 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355295 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518432.000000 Penalty: 26522.277344
Iteration 186Q: 13 clusters Score -3.751843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244769 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57973 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355307 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 187Q: 13 clusters Score -3.751842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244766 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57970 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355319 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518436.000000 Penalty: 26522.277344
Iteration 188Q: 13 clusters Score -3.751844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244761 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57966 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355331 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 189Q: 13 clusters Score -3.751842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244759 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57963 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355336 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518412.000000 Penalty: 26522.277344
Iteration 190Q: 13 clusters Score -3.751841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244753 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57960 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355345 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 191Q: 13 clusters Score -3.751842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244751 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57956 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355351 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518396.000000 Penalty: 26522.277344
Iteration 192Q: 13 clusters Score -3.75184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244751 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57954 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355355 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90859 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 193Q: 13 clusters Score -3.75184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244748 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57953 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355360 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518424.000000 Penalty: 26522.277344
Iteration 194Q: 13 clusters Score -3.751842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244748 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57951 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355361 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 195Q: 13 clusters Score -3.751842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244746 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57951 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355363 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 90859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518412.000000 Penalty: 26522.277344
Iteration 196Q: 13 clusters Score -3.751841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244745 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57950 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355366 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 90859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518416.000000 Penalty: 26522.277344
Iteration 197Q: 13 clusters Score -3.751842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244742 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57950 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355372 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 90859 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 13 clusters Score -3.75184e+07 nChanged 9
Entering ConstructFrom: 
Score: -37518404.000000 Penalty: 26522.277344
Entering ConstructFrom: 
Trying to split cluster 1 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -183821.171875 Penalty: 1333.614258
	Iteration 0F: 2 clusters Score -183821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -180670.203125 Penalty: 2667.228516
	Iteration 0F: 3 clusters Score -180670.2 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -181462.125000 Penalty: 2667.228516
	Iteration 1F: 3 clusters Score -181462.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -181637.265625 Penalty: 2667.228516
	Iteration 2F: 3 clusters Score -181637.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -181746.750000 Penalty: 2667.228516
	Iteration 3F: 3 clusters Score -181746.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -181816.500000 Penalty: 2667.228516
	Iteration 4Q: 3 clusters Score -181816.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -181867.515625 Penalty: 2667.228516
	Iteration 5Q: 3 clusters Score -181867.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -181908.781250 Penalty: 2667.228516
	Iteration 6Q: 3 clusters Score -181908.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -181950.140625 Penalty: 2667.228516
	Iteration 7Q: 3 clusters Score -181950.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -181987.906250 Penalty: 2667.228516
	Iteration 8Q: 3 clusters Score -181987.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -182034.234375 Penalty: 2667.228516
	Iteration 9Q: 3 clusters Score -182034.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -182080.218750 Penalty: 2667.228516
	Iteration 10Q: 3 clusters Score -182080.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -182123.765625 Penalty: 2667.228516
	Iteration 11Q: 3 clusters Score -182123.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -182166.812500 Penalty: 2667.228516
	Iteration 12Q: 3 clusters Score -182166.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -182212.640625 Penalty: 2667.228516
	Iteration 13Q: 3 clusters Score -182212.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -182256.765625 Penalty: 2667.228516
	Iteration 14Q: 3 clusters Score -182256.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -182293.937500 Penalty: 2667.228516
	Iteration 15Q: 3 clusters Score -182293.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -182325.718750 Penalty: 2667.228516
	Iteration 16Q: 3 clusters Score -182325.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -182350.484375 Penalty: 2667.228516
	Iteration 17Q: 3 clusters Score -182350.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -182377.796875 Penalty: 2667.228516
	Iteration 18Q: 3 clusters Score -182377.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -182397.093750 Penalty: 2667.228516
	Iteration 19Q: 3 clusters Score -182397.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -182411.734375 Penalty: 2667.228516
	Iteration 20F: 3 clusters Score -182411.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -182423.578125 Penalty: 2667.228516
	Iteration 21Q: 3 clusters Score -182423.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -182431.515625 Penalty: 2667.228516
	Iteration 22Q: 3 clusters Score -182431.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -182439.796875 Penalty: 2667.228516
	Iteration 23Q: 3 clusters Score -182439.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -182446.984375 Penalty: 2667.228516
	Iteration 24Q: 3 clusters Score -182447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -182453.703125 Penalty: 2667.228516
	Iteration 25Q: 3 clusters Score -182453.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -182460.093750 Penalty: 2667.228516
	Iteration 26Q: 3 clusters Score -182460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -182464.656250 Penalty: 2667.228516
	Iteration 27Q: 3 clusters Score -182464.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -182473.000000 Penalty: 2667.228516
	Iteration 28Q: 3 clusters Score -182473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -182477.046875 Penalty: 2667.228516
	Iteration 29Q: 3 clusters Score -182477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -182481.109375 Penalty: 2667.228516
	Iteration 30Q: 3 clusters Score -182481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -182483.250000 Penalty: 2667.228516
	Iteration 31Q: 3 clusters Score -182483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -182485.968750 Penalty: 2667.228516
	Iteration 32Q: 3 clusters Score -182486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -182488.218750 Penalty: 2667.228516
	Iteration 33Q: 3 clusters Score -182488.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -182489.421875 Penalty: 2667.228516
	Iteration 34Q: 3 clusters Score -182489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -182491.156250 Penalty: 2667.228516
	Iteration 35Q: 3 clusters Score -182491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -182493.062500 Penalty: 2667.228516
	Iteration 36Q: 3 clusters Score -182493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -182495.156250 Penalty: 2667.228516
	Iteration 37Q: 3 clusters Score -182495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -182495.750000 Penalty: 2667.228516
	Iteration 38Q: 3 clusters Score -182495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -182497.187500 Penalty: 2667.228516
	Iteration 39Q: 3 clusters Score -182497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -182498.000000 Penalty: 2667.228516
	Iteration 40F: 3 clusters Score -182498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -182498.562500 Penalty: 2667.228516
	Iteration 41Q: 3 clusters Score -182498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -182498.593750 Penalty: 2667.228516
	Iteration 42Q: 3 clusters Score -182498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -182498.984375 Penalty: 2667.228516
	Iteration 43Q: 3 clusters Score -182499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -182499.171875 Penalty: 2667.228516
	Iteration 44Q: 3 clusters Score -182499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -182499.218750 Penalty: 2667.228516
	Iteration 45Q: 3 clusters Score -182499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -182499.546875 Penalty: 2667.228516
	Iteration 46Q: 3 clusters Score -182499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -182499.546875 Penalty: 2667.228516
	Iteration 47F: 3 clusters Score -182499.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Entering Unmasked Estep 
Score: -511776.093750 Penalty: 1518.584229
	Iteration 0F: 2 clusters Score -511776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -503678.812500 Penalty: 3037.168457
	Iteration 0F: 3 clusters Score -503678.8 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -506286.000000 Penalty: 3037.168457
	Iteration 1F: 3 clusters Score -506286 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -506544.468750 Penalty: 3037.168457
	Iteration 2F: 3 clusters Score -506544.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -506756.531250 Penalty: 3037.168457
	Iteration 3Q: 3 clusters Score -506756.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -506995.781250 Penalty: 3037.168457
	Iteration 4Q: 3 clusters Score -506995.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -507292.968750 Penalty: 3037.168457
	Iteration 5Q: 3 clusters Score -507293 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -507668.437500 Penalty: 3037.168457
	Iteration 6Q: 3 clusters Score -507668.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -508070.031250 Penalty: 3037.168457
	Iteration 7Q: 3 clusters Score -508070 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -508471.593750 Penalty: 3037.168457
	Iteration 8F: 3 clusters Score -508471.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -508845.875000 Penalty: 3037.168457
	Iteration 9F: 3 clusters Score -508845.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -509188.125000 Penalty: 3037.168457
	Iteration 10F: 3 clusters Score -509188.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -509530.281250 Penalty: 3037.168457
	Iteration 11F: 3 clusters Score -509530.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -509902.718750 Penalty: 3037.168457
	Iteration 12Q: 3 clusters Score -509902.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -510251.500000 Penalty: 3037.168457
	Iteration 13Q: 3 clusters Score -510251.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -510643.125000 Penalty: 3037.168457
	Iteration 14Q: 3 clusters Score -510643.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -511035.500000 Penalty: 3037.168457
	Iteration 15Q: 3 clusters Score -511035.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -511353.250000 Penalty: 3037.168457
	Iteration 16Q: 3 clusters Score -511353.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -511581.718750 Penalty: 3037.168457
	Iteration 17Q: 3 clusters Score -511581.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -511767.937500 Penalty: 3037.168457
	Iteration 18Q: 3 clusters Score -511767.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -511884.687500 Penalty: 3037.168457
	Iteration 19Q: 3 clusters Score -511884.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -511950.250000 Penalty: 3037.168457
	Iteration 20F: 3 clusters Score -511950.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -511988.781250 Penalty: 3037.168457
	Iteration 21Q: 3 clusters Score -511988.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -512011.562500 Penalty: 3037.168457
	Iteration 22Q: 3 clusters Score -512011.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -512027.718750 Penalty: 3037.168457
	Iteration 23Q: 3 clusters Score -512027.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -512036.562500 Penalty: 3037.168457
	Iteration 24Q: 3 clusters Score -512036.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -512048.781250 Penalty: 3037.168457
	Iteration 25Q: 3 clusters Score -512048.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -512055.906250 Penalty: 3037.168457
	Iteration 26Q: 3 clusters Score -512055.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -512060.281250 Penalty: 3037.168457
	Iteration 27Q: 3 clusters Score -512060.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -512063.937500 Penalty: 3037.168457
	Iteration 28Q: 3 clusters Score -512063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -512065.437500 Penalty: 3037.168457
	Iteration 29Q: 3 clusters Score -512065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -512066.875000 Penalty: 3037.168457
	Iteration 30Q: 3 clusters Score -512066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -512069.125000 Penalty: 3037.168457
	Iteration 31Q: 3 clusters Score -512069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -512069.625000 Penalty: 3037.168457
	Iteration 32Q: 3 clusters Score -512069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -512068.406250 Penalty: 3037.168457
	Iteration 33Q: 3 clusters Score -512068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -512071.031250 Penalty: 3037.168457
	Iteration 34Q: 3 clusters Score -512071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -512071.718750 Penalty: 3037.168457
	Iteration 35Q: 3 clusters Score -512071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -512072.781250 Penalty: 3037.168457
	Iteration 36Q: 3 clusters Score -512072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -512074.375000 Penalty: 3037.168457
	Iteration 37Q: 3 clusters Score -512074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -512074.250000 Penalty: 3037.168457
	Iteration 38Q: 3 clusters Score -512074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -512074.406250 Penalty: 3037.168457
	Iteration 39Q: 3 clusters Score -512074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -512074.406250 Penalty: 3037.168457
	Iteration 40F: 3 clusters Score -512074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1081 members 
Mstep: Class 4 contains 10362 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244737 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355380 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 90858 members 
Entering Unmasked Estep 
Score: -37517836.000000 Penalty: 28732.466797
Splitting cluster 4 changes total score from -37518404.000000 to -37517836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -170037.890625 Penalty: 1327.838989
	Iteration 0F: 2 clusters Score -170037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -166995.531250 Penalty: 2655.677979
	Iteration 0F: 3 clusters Score -166995.5 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -167709.625000 Penalty: 2655.677979
	Iteration 1F: 3 clusters Score -167709.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -167836.203125 Penalty: 2655.677979
	Iteration 2F: 3 clusters Score -167836.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -167901.375000 Penalty: 2655.677979
	Iteration 3Q: 3 clusters Score -167901.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -167942.406250 Penalty: 2655.677979
	Iteration 4Q: 3 clusters Score -167942.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -167976.156250 Penalty: 2655.677979
	Iteration 5Q: 3 clusters Score -167976.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -168008.078125 Penalty: 2655.677979
	Iteration 6Q: 3 clusters Score -168008.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -168035.156250 Penalty: 2655.677979
	Iteration 7Q: 3 clusters Score -168035.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -168061.375000 Penalty: 2655.677979
	Iteration 8Q: 3 clusters Score -168061.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -168093.046875 Penalty: 2655.677979
	Iteration 9Q: 3 clusters Score -168093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -168128.296875 Penalty: 2655.677979
	Iteration 10Q: 3 clusters Score -168128.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -168161.453125 Penalty: 2655.677979
	Iteration 11Q: 3 clusters Score -168161.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -168198.515625 Penalty: 2655.677979
	Iteration 12Q: 3 clusters Score -168198.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -168243.062500 Penalty: 2655.677979
	Iteration 13Q: 3 clusters Score -168243.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -168283.296875 Penalty: 2655.677979
	Iteration 14Q: 3 clusters Score -168283.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -168317.750000 Penalty: 2655.677979
	Iteration 15Q: 3 clusters Score -168317.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -168350.093750 Penalty: 2655.677979
	Iteration 16Q: 3 clusters Score -168350.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -168388.843750 Penalty: 2655.677979
	Iteration 17Q: 3 clusters Score -168388.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -168429.421875 Penalty: 2655.677979
	Iteration 18Q: 3 clusters Score -168429.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -168476.875000 Penalty: 2655.677979
	Iteration 19Q: 3 clusters Score -168476.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -168527.453125 Penalty: 2655.677979
	Iteration 20F: 3 clusters Score -168527.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -168570.734375 Penalty: 2655.677979
	Iteration 21Q: 3 clusters Score -168570.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -168613.281250 Penalty: 2655.677979
	Iteration 22Q: 3 clusters Score -168613.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -168644.500000 Penalty: 2655.677979
	Iteration 23Q: 3 clusters Score -168644.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -168666.937500 Penalty: 2655.677979
	Iteration 24Q: 3 clusters Score -168666.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -168690.890625 Penalty: 2655.677979
	Iteration 25Q: 3 clusters Score -168690.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -168718.250000 Penalty: 2655.677979
	Iteration 26Q: 3 clusters Score -168718.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -168742.359375 Penalty: 2655.677979
	Iteration 27Q: 3 clusters Score -168742.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -168765.921875 Penalty: 2655.677979
	Iteration 28Q: 3 clusters Score -168765.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -168782.437500 Penalty: 2655.677979
	Iteration 29Q: 3 clusters Score -168782.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -168803.171875 Penalty: 2655.677979
	Iteration 30Q: 3 clusters Score -168803.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -168816.328125 Penalty: 2655.677979
	Iteration 31Q: 3 clusters Score -168816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -168829.265625 Penalty: 2655.677979
	Iteration 32Q: 3 clusters Score -168829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -168837.843750 Penalty: 2655.677979
	Iteration 33Q: 3 clusters Score -168837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -168845.093750 Penalty: 2655.677979
	Iteration 34Q: 3 clusters Score -168845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -168850.234375 Penalty: 2655.677979
	Iteration 35Q: 3 clusters Score -168850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -168853.156250 Penalty: 2655.677979
	Iteration 36Q: 3 clusters Score -168853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -168855.859375 Penalty: 2655.677979
	Iteration 37Q: 3 clusters Score -168855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -168858.953125 Penalty: 2655.677979
	Iteration 38Q: 3 clusters Score -168859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -168864.640625 Penalty: 2655.677979
	Iteration 39Q: 3 clusters Score -168864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -168866.968750 Penalty: 2655.677979
	Iteration 40F: 3 clusters Score -168867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -168869.250000 Penalty: 2655.677979
	Iteration 41Q: 3 clusters Score -168869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -168869.859375 Penalty: 2655.677979
	Iteration 42Q: 3 clusters Score -168869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -168872.343750 Penalty: 2655.677979
	Iteration 43Q: 3 clusters Score -168872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -168873.656250 Penalty: 2655.677979
	Iteration 44Q: 3 clusters Score -168873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -168874.890625 Penalty: 2655.677979
	Iteration 45Q: 3 clusters Score -168874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -168876.046875 Penalty: 2655.677979
	Iteration 46Q: 3 clusters Score -168876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -168876.046875 Penalty: 2655.677979
	Iteration 47F: 3 clusters Score -168876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (244737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244737 members 
Entering Unmasked Estep 
Score: -11917571.000000 Penalty: 2016.290283
	Iteration 0F: 2 clusters Score -1.191757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122527 members 
Mstep: Class 2 contains 122210 members 
Entering Unmasked Estep 
Score: -11752571.000000 Penalty: 4032.580566
	Iteration 0F: 3 clusters Score -1.175257e+07 nChanged 118763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -11822652.000000 Penalty: 4032.580566
	Iteration 1F: 3 clusters Score -1.182265e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -11823902.000000 Penalty: 4032.580566
	Iteration 2Q: 3 clusters Score -1.18239e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135991 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -11825868.000000 Penalty: 4032.580566
	Iteration 3Q: 3 clusters Score -1.182587e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143995 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -11829501.000000 Penalty: 4032.580566
	Iteration 4Q: 3 clusters Score -1.18295e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156003 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -11836480.000000 Penalty: 4032.580566
	Iteration 5F: 3 clusters Score -1.183648e+07 nChanged 17327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172870 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -11848883.000000 Penalty: 4032.580566
	Iteration 6F: 3 clusters Score -1.184888e+07 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193199 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -11866920.000000 Penalty: 4032.580566
	Iteration 7F: 3 clusters Score -1.186692e+07 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213031 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -11886172.000000 Penalty: 4032.580566
	Iteration 8F: 3 clusters Score -1.188617e+07 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227879 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -11900883.000000 Penalty: 4032.580566
	Iteration 9F: 3 clusters Score -1.190088e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236535 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -11909274.000000 Penalty: 4032.580566
	Iteration 10Q: 3 clusters Score -1.190927e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240787 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -11913087.000000 Penalty: 4032.580566
	Iteration 11Q: 3 clusters Score -1.191309e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242587 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -11914574.000000 Penalty: 4032.580566
	Iteration 12Q: 3 clusters Score -1.191457e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243320 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11915243.000000 Penalty: 4032.580566
	Iteration 13Q: 3 clusters Score -1.191524e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243653 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11915428.000000 Penalty: 4032.580566
	Iteration 14Q: 3 clusters Score -1.191543e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243836 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11915578.000000 Penalty: 4032.580566
	Iteration 15Q: 3 clusters Score -1.191558e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243955 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11915692.000000 Penalty: 4032.580566
	Iteration 16Q: 3 clusters Score -1.191569e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244026 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11915733.000000 Penalty: 4032.580566
	Iteration 17Q: 3 clusters Score -1.191573e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244075 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11915778.000000 Penalty: 4032.580566
	Iteration 18Q: 3 clusters Score -1.191578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244107 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11915804.000000 Penalty: 4032.580566
	Iteration 19Q: 3 clusters Score -1.19158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244125 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11915826.000000 Penalty: 4032.580566
	Iteration 20F: 3 clusters Score -1.191583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244142 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11915849.000000 Penalty: 4032.580566
	Iteration 21Q: 3 clusters Score -1.191585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244160 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11915851.000000 Penalty: 4032.580566
	Iteration 22Q: 3 clusters Score -1.191585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244180 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11915866.000000 Penalty: 4032.580566
	Iteration 23Q: 3 clusters Score -1.191587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244186 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11915864.000000 Penalty: 4032.580566
	Iteration 24Q: 3 clusters Score -1.191586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244188 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11915865.000000 Penalty: 4032.580566
	Iteration 25Q: 3 clusters Score -1.191586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244192 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11915879.000000 Penalty: 4032.580566
	Iteration 26Q: 3 clusters Score -1.191588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244195 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11915877.000000 Penalty: 4032.580566
	Iteration 27Q: 3 clusters Score -1.191588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244199 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11915887.000000 Penalty: 4032.580566
	Iteration 28Q: 3 clusters Score -1.191589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244202 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11915882.000000 Penalty: 4032.580566
	Iteration 29Q: 3 clusters Score -1.191588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11915886.000000 Penalty: 4032.580566
	Iteration 30Q: 3 clusters Score -1.191589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244210 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11915888.000000 Penalty: 4032.580566
	Iteration 31Q: 3 clusters Score -1.191589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11915895.000000 Penalty: 4032.580566
	Iteration 32Q: 3 clusters Score -1.19159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244217 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11915899.000000 Penalty: 4032.580566
	Iteration 33Q: 3 clusters Score -1.19159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244223 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11915898.000000 Penalty: 4032.580566
	Iteration 34Q: 3 clusters Score -1.19159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244229 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11915916.000000 Penalty: 4032.580566
	Iteration 35Q: 3 clusters Score -1.191592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244232 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11915920.000000 Penalty: 4032.580566
	Iteration 36Q: 3 clusters Score -1.191592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244234 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11915926.000000 Penalty: 4032.580566
	Iteration 37Q: 3 clusters Score -1.191593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244236 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11915935.000000 Penalty: 4032.580566
	Iteration 38Q: 3 clusters Score -1.191594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244232 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11915941.000000 Penalty: 4032.580566
	Iteration 39Q: 3 clusters Score -1.191594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244228 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11915954.000000 Penalty: 4032.580566
	Iteration 40F: 3 clusters Score -1.191595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244220 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11915949.000000 Penalty: 4032.580566
	Iteration 41Q: 3 clusters Score -1.191595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244218 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11915959.000000 Penalty: 4032.580566
	Iteration 42Q: 3 clusters Score -1.191596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244216 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11915964.000000 Penalty: 4032.580566
	Iteration 43Q: 3 clusters Score -1.191596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244216 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11915947.000000 Penalty: 4032.580566
	Iteration 44Q: 3 clusters Score -1.191595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11915967.000000 Penalty: 4032.580566
	Iteration 45Q: 3 clusters Score -1.191597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11915984.000000 Penalty: 4032.580566
	Iteration 46Q: 3 clusters Score -1.191598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11915994.000000 Penalty: 4032.580566
	Iteration 47Q: 3 clusters Score -1.191599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244207 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11915980.000000 Penalty: 4032.580566
	Iteration 48Q: 3 clusters Score -1.191598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244207 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11915989.000000 Penalty: 4032.580566
	Iteration 49Q: 3 clusters Score -1.191599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11915990.000000 Penalty: 4032.580566
	Iteration 50Q: 3 clusters Score -1.191599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244204 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11915992.000000 Penalty: 4032.580566
	Iteration 51Q: 3 clusters Score -1.191599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244204 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11915987.000000 Penalty: 4032.580566
	Iteration 52Q: 3 clusters Score -1.191599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244205 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11915985.000000 Penalty: 4032.580566
	Iteration 53Q: 3 clusters Score -1.191598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11915983.000000 Penalty: 4032.580566
	Iteration 54Q: 3 clusters Score -1.191598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244204 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11915983.000000 Penalty: 4032.580566
	Iteration 55Q: 3 clusters Score -1.191598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244204 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11915986.000000 Penalty: 4032.580566
	Iteration 56Q: 3 clusters Score -1.191599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244203 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11915993.000000 Penalty: 4032.580566
	Iteration 57Q: 3 clusters Score -1.191599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244202 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11915995.000000 Penalty: 4032.580566
	Iteration 58Q: 3 clusters Score -1.1916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11915992.000000 Penalty: 4032.580566
	Iteration 59Q: 3 clusters Score -1.191599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244191 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11915995.000000 Penalty: 4032.580566
	Iteration 60F: 3 clusters Score -1.1916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Entering Unmasked Estep 
Score: -333215.437500 Penalty: 1434.177246
	Iteration 0F: 2 clusters Score -333215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -328064.937500 Penalty: 2868.354492
	Iteration 0F: 3 clusters Score -328064.9 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -329583.656250 Penalty: 2868.354492
	Iteration 1F: 3 clusters Score -329583.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -329798.906250 Penalty: 2868.354492
	Iteration 2F: 3 clusters Score -329798.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -330002.718750 Penalty: 2868.354492
	Iteration 3F: 3 clusters Score -330002.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -330207.312500 Penalty: 2868.354492
	Iteration 4F: 3 clusters Score -330207.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -330405.156250 Penalty: 2868.354492
	Iteration 5Q: 3 clusters Score -330405.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -330595.718750 Penalty: 2868.354492
	Iteration 6Q: 3 clusters Score -330595.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -330762.687500 Penalty: 2868.354492
	Iteration 7Q: 3 clusters Score -330762.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -330918.156250 Penalty: 2868.354492
	Iteration 8Q: 3 clusters Score -330918.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -331040.187500 Penalty: 2868.354492
	Iteration 9Q: 3 clusters Score -331040.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -331135.187500 Penalty: 2868.354492
	Iteration 10Q: 3 clusters Score -331135.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -331240.156250 Penalty: 2868.354492
	Iteration 11Q: 3 clusters Score -331240.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -331346.531250 Penalty: 2868.354492
	Iteration 12Q: 3 clusters Score -331346.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -331440.718750 Penalty: 2868.354492
	Iteration 13Q: 3 clusters Score -331440.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -331531.125000 Penalty: 2868.354492
	Iteration 14Q: 3 clusters Score -331531.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -331597.406250 Penalty: 2868.354492
	Iteration 15Q: 3 clusters Score -331597.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -331648.468750 Penalty: 2868.354492
	Iteration 16Q: 3 clusters Score -331648.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -331695.031250 Penalty: 2868.354492
	Iteration 17Q: 3 clusters Score -331695 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -331745.718750 Penalty: 2868.354492
	Iteration 18Q: 3 clusters Score -331745.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -331780.687500 Penalty: 2868.354492
	Iteration 19Q: 3 clusters Score -331780.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -331817.250000 Penalty: 2868.354492
	Iteration 20F: 3 clusters Score -331817.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -331848.562500 Penalty: 2868.354492
	Iteration 21Q: 3 clusters Score -331848.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -331878.968750 Penalty: 2868.354492
	Iteration 22Q: 3 clusters Score -331879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -331895.906250 Penalty: 2868.354492
	Iteration 23Q: 3 clusters Score -331895.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -331903.656250 Penalty: 2868.354492
	Iteration 24Q: 3 clusters Score -331903.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -331913.781250 Penalty: 2868.354492
	Iteration 25Q: 3 clusters Score -331913.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -331925.156250 Penalty: 2868.354492
	Iteration 26Q: 3 clusters Score -331925.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -331935.781250 Penalty: 2868.354492
	Iteration 27Q: 3 clusters Score -331935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -331945.937500 Penalty: 2868.354492
	Iteration 28Q: 3 clusters Score -331945.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -331952.531250 Penalty: 2868.354492
	Iteration 29Q: 3 clusters Score -331952.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -331960.656250 Penalty: 2868.354492
	Iteration 30Q: 3 clusters Score -331960.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -331967.906250 Penalty: 2868.354492
	Iteration 31Q: 3 clusters Score -331967.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -331974.375000 Penalty: 2868.354492
	Iteration 32Q: 3 clusters Score -331974.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -331984.218750 Penalty: 2868.354492
	Iteration 33Q: 3 clusters Score -331984.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -331993.750000 Penalty: 2868.354492
	Iteration 34Q: 3 clusters Score -331993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -332000.687500 Penalty: 2868.354492
	Iteration 35Q: 3 clusters Score -332000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -332006.406250 Penalty: 2868.354492
	Iteration 36Q: 3 clusters Score -332006.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -332011.125000 Penalty: 2868.354492
	Iteration 37Q: 3 clusters Score -332011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -332014.656250 Penalty: 2868.354492
	Iteration 38Q: 3 clusters Score -332014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -332017.187500 Penalty: 2868.354492
	Iteration 39Q: 3 clusters Score -332017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -332019.062500 Penalty: 2868.354492
	Iteration 40F: 3 clusters Score -332019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -332019.687500 Penalty: 2868.354492
	Iteration 41Q: 3 clusters Score -332019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -332020.593750 Penalty: 2868.354492
	Iteration 42Q: 3 clusters Score -332020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -332021.500000 Penalty: 2868.354492
	Iteration 43Q: 3 clusters Score -332021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -332021.406250 Penalty: 2868.354492
	Iteration 44Q: 3 clusters Score -332021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -332021.406250 Penalty: 2868.354492
	Iteration 45F: 3 clusters Score -332021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -359632.968750 Penalty: 1449.780151
	Iteration 0F: 2 clusters Score -359633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -354106.312500 Penalty: 2899.560303
	Iteration 0F: 3 clusters Score -354106.3 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -355773.312500 Penalty: 2899.560303
	Iteration 1F: 3 clusters Score -355773.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -355989.437500 Penalty: 2899.560303
	Iteration 2F: 3 clusters Score -355989.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -356137.343750 Penalty: 2899.560303
	Iteration 3F: 3 clusters Score -356137.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -356243.406250 Penalty: 2899.560303
	Iteration 4Q: 3 clusters Score -356243.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -356327.312500 Penalty: 2899.560303
	Iteration 5Q: 3 clusters Score -356327.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -356400.343750 Penalty: 2899.560303
	Iteration 6Q: 3 clusters Score -356400.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -356471.687500 Penalty: 2899.560303
	Iteration 7Q: 3 clusters Score -356471.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -356557.875000 Penalty: 2899.560303
	Iteration 8Q: 3 clusters Score -356557.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -356669.250000 Penalty: 2899.560303
	Iteration 9Q: 3 clusters Score -356669.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -356796.781250 Penalty: 2899.560303
	Iteration 10Q: 3 clusters Score -356796.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -356943.093750 Penalty: 2899.560303
	Iteration 11Q: 3 clusters Score -356943.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -357135.312500 Penalty: 2899.560303
	Iteration 12Q: 3 clusters Score -357135.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -357328.062500 Penalty: 2899.560303
	Iteration 13Q: 3 clusters Score -357328.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -357508.812500 Penalty: 2899.560303
	Iteration 14Q: 3 clusters Score -357508.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -357683.375000 Penalty: 2899.560303
	Iteration 15Q: 3 clusters Score -357683.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -357861.906250 Penalty: 2899.560303
	Iteration 16Q: 3 clusters Score -357861.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -358004.531250 Penalty: 2899.560303
	Iteration 17Q: 3 clusters Score -358004.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -358105.250000 Penalty: 2899.560303
	Iteration 18Q: 3 clusters Score -358105.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -358173.531250 Penalty: 2899.560303
	Iteration 19Q: 3 clusters Score -358173.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -358224.437500 Penalty: 2899.560303
	Iteration 20F: 3 clusters Score -358224.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -358263.656250 Penalty: 2899.560303
	Iteration 21Q: 3 clusters Score -358263.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -358294.437500 Penalty: 2899.560303
	Iteration 22Q: 3 clusters Score -358294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -358314.750000 Penalty: 2899.560303
	Iteration 23Q: 3 clusters Score -358314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -358324.218750 Penalty: 2899.560303
	Iteration 24Q: 3 clusters Score -358324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -358331.281250 Penalty: 2899.560303
	Iteration 25Q: 3 clusters Score -358331.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -358335.281250 Penalty: 2899.560303
	Iteration 26Q: 3 clusters Score -358335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -358338.187500 Penalty: 2899.560303
	Iteration 27Q: 3 clusters Score -358338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -358339.343750 Penalty: 2899.560303
	Iteration 28Q: 3 clusters Score -358339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -358341.906250 Penalty: 2899.560303
	Iteration 29Q: 3 clusters Score -358341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -358344.437500 Penalty: 2899.560303
	Iteration 30Q: 3 clusters Score -358344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -358349.625000 Penalty: 2899.560303
	Iteration 31Q: 3 clusters Score -358349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -358353.687500 Penalty: 2899.560303
	Iteration 32Q: 3 clusters Score -358353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -358355.156250 Penalty: 2899.560303
	Iteration 33Q: 3 clusters Score -358355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -358357.781250 Penalty: 2899.560303
	Iteration 34Q: 3 clusters Score -358357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -358359.218750 Penalty: 2899.560303
	Iteration 35Q: 3 clusters Score -358359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -358361.875000 Penalty: 2899.560303
	Iteration 36Q: 3 clusters Score -358361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -358363.093750 Penalty: 2899.560303
	Iteration 37Q: 3 clusters Score -358363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -358366.062500 Penalty: 2899.560303
	Iteration 38Q: 3 clusters Score -358366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -358370.500000 Penalty: 2899.560303
	Iteration 39Q: 3 clusters Score -358370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -358372.531250 Penalty: 2899.560303
	Iteration 40F: 3 clusters Score -358372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -358374.156250 Penalty: 2899.560303
	Iteration 41Q: 3 clusters Score -358374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -358378.093750 Penalty: 2899.560303
	Iteration 42Q: 3 clusters Score -358378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -358379.750000 Penalty: 2899.560303
	Iteration 43Q: 3 clusters Score -358379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -358379.750000 Penalty: 2899.560303
	Iteration 44F: 3 clusters Score -358379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Entering Unmasked Estep 
Score: -2810802.500000 Penalty: 1782.189209
	Iteration 0F: 2 clusters Score -2810802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -2772016.250000 Penalty: 3564.378418
	Iteration 0F: 3 clusters Score -2772016 nChanged 27280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2787463.250000 Penalty: 3564.378418
	Iteration 1F: 3 clusters Score -2787463 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -2787950.000000 Penalty: 3564.378418
	Iteration 2Q: 3 clusters Score -2787950 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -2788540.250000 Penalty: 3564.378418
	Iteration 3Q: 3 clusters Score -2788540 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2789405.500000 Penalty: 3564.378418
	Iteration 4Q: 3 clusters Score -2789406 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -2790680.250000 Penalty: 3564.378418
	Iteration 5Q: 3 clusters Score -2790680 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2792594.750000 Penalty: 3564.378418
	Iteration 6F: 3 clusters Score -2792595 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2795154.500000 Penalty: 3564.378418
	Iteration 7F: 3 clusters Score -2795154 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2798181.250000 Penalty: 3564.378418
	Iteration 8F: 3 clusters Score -2798181 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2801302.500000 Penalty: 3564.378418
	Iteration 9F: 3 clusters Score -2801302 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2803834.750000 Penalty: 3564.378418
	Iteration 10F: 3 clusters Score -2803835 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2805788.500000 Penalty: 3564.378418
	Iteration 11Q: 3 clusters Score -2805788 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2806936.000000 Penalty: 3564.378418
	Iteration 12Q: 3 clusters Score -2806936 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2807617.750000 Penalty: 3564.378418
	Iteration 13Q: 3 clusters Score -2807618 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2808146.000000 Penalty: 3564.378418
	Iteration 14Q: 3 clusters Score -2808146 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2808596.250000 Penalty: 3564.378418
	Iteration 15Q: 3 clusters Score -2808596 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2809087.500000 Penalty: 3564.378418
	Iteration 16Q: 3 clusters Score -2809088 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2809522.250000 Penalty: 3564.378418
	Iteration 17Q: 3 clusters Score -2809522 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2809779.500000 Penalty: 3564.378418
	Iteration 18Q: 3 clusters Score -2809780 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2809944.250000 Penalty: 3564.378418
	Iteration 19Q: 3 clusters Score -2809944 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2810092.750000 Penalty: 3564.378418
	Iteration 20F: 3 clusters Score -2810093 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2810186.250000 Penalty: 3564.378418
	Iteration 21Q: 3 clusters Score -2810186 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2810264.250000 Penalty: 3564.378418
	Iteration 22Q: 3 clusters Score -2810264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2810344.000000 Penalty: 3564.378418
	Iteration 23Q: 3 clusters Score -2810344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2810408.750000 Penalty: 3564.378418
	Iteration 24Q: 3 clusters Score -2810409 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2810453.750000 Penalty: 3564.378418
	Iteration 25Q: 3 clusters Score -2810454 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2810476.750000 Penalty: 3564.378418
	Iteration 26Q: 3 clusters Score -2810477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2810488.750000 Penalty: 3564.378418
	Iteration 27Q: 3 clusters Score -2810489 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2810504.750000 Penalty: 3564.378418
	Iteration 28Q: 3 clusters Score -2810505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2810508.500000 Penalty: 3564.378418
	Iteration 29Q: 3 clusters Score -2810508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2810523.500000 Penalty: 3564.378418
	Iteration 30Q: 3 clusters Score -2810524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2810526.750000 Penalty: 3564.378418
	Iteration 31Q: 3 clusters Score -2810527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2810537.250000 Penalty: 3564.378418
	Iteration 32Q: 3 clusters Score -2810537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2810543.750000 Penalty: 3564.378418
	Iteration 33Q: 3 clusters Score -2810544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2810551.500000 Penalty: 3564.378418
	Iteration 34Q: 3 clusters Score -2810552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2810557.500000 Penalty: 3564.378418
	Iteration 35Q: 3 clusters Score -2810558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2810558.750000 Penalty: 3564.378418
	Iteration 36Q: 3 clusters Score -2810559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2810561.750000 Penalty: 3564.378418
	Iteration 37Q: 3 clusters Score -2810562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2810562.000000 Penalty: 3564.378418
	Iteration 38Q: 3 clusters Score -2810562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2810567.500000 Penalty: 3564.378418
	Iteration 39Q: 3 clusters Score -2810568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2810565.250000 Penalty: 3564.378418
	Iteration 40F: 3 clusters Score -2810565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2810566.500000 Penalty: 3564.378418
	Iteration 41Q: 3 clusters Score -2810566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2810575.750000 Penalty: 3564.378418
	Iteration 42Q: 3 clusters Score -2810576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2810589.500000 Penalty: 3564.378418
	Iteration 43Q: 3 clusters Score -2810590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2810579.000000 Penalty: 3564.378418
	Iteration 44Q: 3 clusters Score -2810579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2810586.750000 Penalty: 3564.378418
	Iteration 45Q: 3 clusters Score -2810587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2810583.000000 Penalty: 3564.378418
	Iteration 46Q: 3 clusters Score -2810583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2810589.500000 Penalty: 3564.378418
	Iteration 47Q: 3 clusters Score -2810590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2810591.000000 Penalty: 3564.378418
	Iteration 48Q: 3 clusters Score -2810591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2810596.750000 Penalty: 3564.378418
	Iteration 49Q: 3 clusters Score -2810597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2810596.750000 Penalty: 3564.378418
	Iteration 50Q: 3 clusters Score -2810597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2810597.250000 Penalty: 3564.378418
	Iteration 51Q: 3 clusters Score -2810597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2810598.500000 Penalty: 3564.378418
	Iteration 52Q: 3 clusters Score -2810598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2810598.500000 Penalty: 3564.378418
	Iteration 53F: 3 clusters Score -2810598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Entering Unmasked Estep 
Score: -658586.000000 Penalty: 1542.887451
	Iteration 0F: 2 clusters Score -658586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -649236.687500 Penalty: 3085.774902
	Iteration 0F: 3 clusters Score -649236.7 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -652450.750000 Penalty: 3085.774902
	Iteration 1F: 3 clusters Score -652450.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -652760.562500 Penalty: 3085.774902
	Iteration 2F: 3 clusters Score -652760.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -653009.000000 Penalty: 3085.774902
	Iteration 3Q: 3 clusters Score -653009 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -653239.875000 Penalty: 3085.774902
	Iteration 4Q: 3 clusters Score -653239.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -653447.000000 Penalty: 3085.774902
	Iteration 5Q: 3 clusters Score -653447 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -653652.312500 Penalty: 3085.774902
	Iteration 6Q: 3 clusters Score -653652.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -653856.875000 Penalty: 3085.774902
	Iteration 7Q: 3 clusters Score -653856.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -654099.062500 Penalty: 3085.774902
	Iteration 8Q: 3 clusters Score -654099.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -654412.562500 Penalty: 3085.774902
	Iteration 9Q: 3 clusters Score -654412.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -654783.625000 Penalty: 3085.774902
	Iteration 10Q: 3 clusters Score -654783.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -655171.687500 Penalty: 3085.774902
	Iteration 11Q: 3 clusters Score -655171.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -655455.812500 Penalty: 3085.774902
	Iteration 12Q: 3 clusters Score -655455.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -655639.125000 Penalty: 3085.774902
	Iteration 13Q: 3 clusters Score -655639.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -655762.125000 Penalty: 3085.774902
	Iteration 14Q: 3 clusters Score -655762.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -655859.437500 Penalty: 3085.774902
	Iteration 15Q: 3 clusters Score -655859.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -655937.375000 Penalty: 3085.774902
	Iteration 16Q: 3 clusters Score -655937.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -656001.437500 Penalty: 3085.774902
	Iteration 17Q: 3 clusters Score -656001.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -656062.375000 Penalty: 3085.774902
	Iteration 18Q: 3 clusters Score -656062.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -656107.687500 Penalty: 3085.774902
	Iteration 19Q: 3 clusters Score -656107.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -656148.937500 Penalty: 3085.774902
	Iteration 20F: 3 clusters Score -656148.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -656181.250000 Penalty: 3085.774902
	Iteration 21Q: 3 clusters Score -656181.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -656206.187500 Penalty: 3085.774902
	Iteration 22Q: 3 clusters Score -656206.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -656222.750000 Penalty: 3085.774902
	Iteration 23Q: 3 clusters Score -656222.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -656240.312500 Penalty: 3085.774902
	Iteration 24Q: 3 clusters Score -656240.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -656258.062500 Penalty: 3085.774902
	Iteration 25Q: 3 clusters Score -656258.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -656276.750000 Penalty: 3085.774902
	Iteration 26Q: 3 clusters Score -656276.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -656296.062500 Penalty: 3085.774902
	Iteration 27Q: 3 clusters Score -656296.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -656312.125000 Penalty: 3085.774902
	Iteration 28Q: 3 clusters Score -656312.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -656336.625000 Penalty: 3085.774902
	Iteration 29Q: 3 clusters Score -656336.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -656351.750000 Penalty: 3085.774902
	Iteration 30Q: 3 clusters Score -656351.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -656368.500000 Penalty: 3085.774902
	Iteration 31Q: 3 clusters Score -656368.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -656377.437500 Penalty: 3085.774902
	Iteration 32Q: 3 clusters Score -656377.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -656387.875000 Penalty: 3085.774902
	Iteration 33Q: 3 clusters Score -656387.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -656393.937500 Penalty: 3085.774902
	Iteration 34Q: 3 clusters Score -656393.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -656406.125000 Penalty: 3085.774902
	Iteration 35Q: 3 clusters Score -656406.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -656409.312500 Penalty: 3085.774902
	Iteration 36Q: 3 clusters Score -656409.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -656415.375000 Penalty: 3085.774902
	Iteration 37Q: 3 clusters Score -656415.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -656424.375000 Penalty: 3085.774902
	Iteration 38Q: 3 clusters Score -656424.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -656431.000000 Penalty: 3085.774902
	Iteration 39Q: 3 clusters Score -656431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -656441.500000 Penalty: 3085.774902
	Iteration 40F: 3 clusters Score -656441.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -656448.375000 Penalty: 3085.774902
	Iteration 41Q: 3 clusters Score -656448.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -656458.437500 Penalty: 3085.774902
	Iteration 42Q: 3 clusters Score -656458.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -656470.375000 Penalty: 3085.774902
	Iteration 43Q: 3 clusters Score -656470.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -656480.562500 Penalty: 3085.774902
	Iteration 44Q: 3 clusters Score -656480.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -656488.937500 Penalty: 3085.774902
	Iteration 45Q: 3 clusters Score -656488.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -656503.250000 Penalty: 3085.774902
	Iteration 46Q: 3 clusters Score -656503.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -656520.062500 Penalty: 3085.774902
	Iteration 47Q: 3 clusters Score -656520.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -656530.000000 Penalty: 3085.774902
	Iteration 48Q: 3 clusters Score -656530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -656534.625000 Penalty: 3085.774902
	Iteration 49Q: 3 clusters Score -656534.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -656548.375000 Penalty: 3085.774902
	Iteration 50Q: 3 clusters Score -656548.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -656558.562500 Penalty: 3085.774902
	Iteration 51Q: 3 clusters Score -656558.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -656575.187500 Penalty: 3085.774902
	Iteration 52Q: 3 clusters Score -656575.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656593.875000 Penalty: 3085.774902
	Iteration 53Q: 3 clusters Score -656593.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -656613.812500 Penalty: 3085.774902
	Iteration 54Q: 3 clusters Score -656613.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -656640.375000 Penalty: 3085.774902
	Iteration 55Q: 3 clusters Score -656640.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -656671.125000 Penalty: 3085.774902
	Iteration 56Q: 3 clusters Score -656671.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -656700.937500 Penalty: 3085.774902
	Iteration 57Q: 3 clusters Score -656700.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -656736.375000 Penalty: 3085.774902
	Iteration 58Q: 3 clusters Score -656736.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -656759.875000 Penalty: 3085.774902
	Iteration 59Q: 3 clusters Score -656759.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -656789.875000 Penalty: 3085.774902
	Iteration 60F: 3 clusters Score -656789.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -656817.250000 Penalty: 3085.774902
	Iteration 61Q: 3 clusters Score -656817.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -656839.500000 Penalty: 3085.774902
	Iteration 62Q: 3 clusters Score -656839.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -656861.187500 Penalty: 3085.774902
	Iteration 63Q: 3 clusters Score -656861.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -656887.437500 Penalty: 3085.774902
	Iteration 64Q: 3 clusters Score -656887.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -656907.625000 Penalty: 3085.774902
	Iteration 65Q: 3 clusters Score -656907.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -656923.812500 Penalty: 3085.774902
	Iteration 66Q: 3 clusters Score -656923.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -656941.625000 Penalty: 3085.774902
	Iteration 67Q: 3 clusters Score -656941.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -656956.437500 Penalty: 3085.774902
	Iteration 68Q: 3 clusters Score -656956.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -656967.312500 Penalty: 3085.774902
	Iteration 69Q: 3 clusters Score -656967.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -656979.125000 Penalty: 3085.774902
	Iteration 70Q: 3 clusters Score -656979.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -656996.312500 Penalty: 3085.774902
	Iteration 71Q: 3 clusters Score -656996.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -657013.000000 Penalty: 3085.774902
	Iteration 72Q: 3 clusters Score -657013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -657028.500000 Penalty: 3085.774902
	Iteration 73Q: 3 clusters Score -657028.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -657040.750000 Penalty: 3085.774902
	Iteration 74Q: 3 clusters Score -657040.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -657051.250000 Penalty: 3085.774902
	Iteration 75Q: 3 clusters Score -657051.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -657061.812500 Penalty: 3085.774902
	Iteration 76Q: 3 clusters Score -657061.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -657068.375000 Penalty: 3085.774902
	Iteration 77Q: 3 clusters Score -657068.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -657078.000000 Penalty: 3085.774902
	Iteration 78Q: 3 clusters Score -657078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -657088.625000 Penalty: 3085.774902
	Iteration 79Q: 3 clusters Score -657088.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -657094.750000 Penalty: 3085.774902
	Iteration 80F: 3 clusters Score -657094.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -657099.187500 Penalty: 3085.774902
	Iteration 81Q: 3 clusters Score -657099.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -657104.750000 Penalty: 3085.774902
	Iteration 82Q: 3 clusters Score -657104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -657112.250000 Penalty: 3085.774902
	Iteration 83Q: 3 clusters Score -657112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -657115.750000 Penalty: 3085.774902
	Iteration 84Q: 3 clusters Score -657115.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -657121.562500 Penalty: 3085.774902
	Iteration 85Q: 3 clusters Score -657121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -657122.687500 Penalty: 3085.774902
	Iteration 86Q: 3 clusters Score -657122.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -657126.375000 Penalty: 3085.774902
	Iteration 87Q: 3 clusters Score -657126.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -657130.062500 Penalty: 3085.774902
	Iteration 88Q: 3 clusters Score -657130.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -657133.000000 Penalty: 3085.774902
	Iteration 89Q: 3 clusters Score -657133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -657137.750000 Penalty: 3085.774902
	Iteration 90Q: 3 clusters Score -657137.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -657142.312500 Penalty: 3085.774902
	Iteration 91Q: 3 clusters Score -657142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -657144.937500 Penalty: 3085.774902
	Iteration 92Q: 3 clusters Score -657144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -657147.562500 Penalty: 3085.774902
	Iteration 93Q: 3 clusters Score -657147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -657150.062500 Penalty: 3085.774902
	Iteration 94Q: 3 clusters Score -657150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -657153.500000 Penalty: 3085.774902
	Iteration 95Q: 3 clusters Score -657153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -657159.625000 Penalty: 3085.774902
	Iteration 96Q: 3 clusters Score -657159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -657162.312500 Penalty: 3085.774902
	Iteration 97Q: 3 clusters Score -657162.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -657165.375000 Penalty: 3085.774902
	Iteration 98Q: 3 clusters Score -657165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -657167.937500 Penalty: 3085.774902
	Iteration 99Q: 3 clusters Score -657167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -657170.000000 Penalty: 3085.774902
	Iteration 100F: 3 clusters Score -657170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -657172.187500 Penalty: 3085.774902
	Iteration 101Q: 3 clusters Score -657172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -657172.437500 Penalty: 3085.774902
	Iteration 102Q: 3 clusters Score -657172.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -657175.312500 Penalty: 3085.774902
	Iteration 103Q: 3 clusters Score -657175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -657174.937500 Penalty: 3085.774902
	Iteration 104Q: 3 clusters Score -657174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -657174.875000 Penalty: 3085.774902
	Iteration 105Q: 3 clusters Score -657174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -657176.125000 Penalty: 3085.774902
	Iteration 106Q: 3 clusters Score -657176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -657177.937500 Penalty: 3085.774902
	Iteration 107Q: 3 clusters Score -657177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -657179.812500 Penalty: 3085.774902
	Iteration 108Q: 3 clusters Score -657179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -657181.625000 Penalty: 3085.774902
	Iteration 109Q: 3 clusters Score -657181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -657184.812500 Penalty: 3085.774902
	Iteration 110Q: 3 clusters Score -657184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -657187.312500 Penalty: 3085.774902
	Iteration 111Q: 3 clusters Score -657187.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -657188.812500 Penalty: 3085.774902
	Iteration 112Q: 3 clusters Score -657188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -657191.062500 Penalty: 3085.774902
	Iteration 113Q: 3 clusters Score -657191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -657191.437500 Penalty: 3085.774902
	Iteration 114Q: 3 clusters Score -657191.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -657193.500000 Penalty: 3085.774902
	Iteration 115Q: 3 clusters Score -657193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -657197.312500 Penalty: 3085.774902
	Iteration 116Q: 3 clusters Score -657197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -657197.500000 Penalty: 3085.774902
	Iteration 117Q: 3 clusters Score -657197.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -657198.875000 Penalty: 3085.774902
	Iteration 118Q: 3 clusters Score -657198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -657201.062500 Penalty: 3085.774902
	Iteration 119Q: 3 clusters Score -657201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -657202.187500 Penalty: 3085.774902
	Iteration 120F: 3 clusters Score -657202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -657202.750000 Penalty: 3085.774902
	Iteration 121Q: 3 clusters Score -657202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -657203.750000 Penalty: 3085.774902
	Iteration 122Q: 3 clusters Score -657203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -657206.375000 Penalty: 3085.774902
	Iteration 123Q: 3 clusters Score -657206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -657208.937500 Penalty: 3085.774902
	Iteration 124Q: 3 clusters Score -657208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -657207.687500 Penalty: 3085.774902
	Iteration 125Q: 3 clusters Score -657207.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -657210.125000 Penalty: 3085.774902
	Iteration 126Q: 3 clusters Score -657210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -657210.312500 Penalty: 3085.774902
	Iteration 127Q: 3 clusters Score -657210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -657211.437500 Penalty: 3085.774902
	Iteration 128Q: 3 clusters Score -657211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -657211.500000 Penalty: 3085.774902
	Iteration 129Q: 3 clusters Score -657211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -657211.937500 Penalty: 3085.774902
	Iteration 130Q: 3 clusters Score -657211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -657212.187500 Penalty: 3085.774902
	Iteration 131Q: 3 clusters Score -657212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -657213.375000 Penalty: 3085.774902
	Iteration 132Q: 3 clusters Score -657213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -657215.000000 Penalty: 3085.774902
	Iteration 133Q: 3 clusters Score -657215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -657218.250000 Penalty: 3085.774902
	Iteration 134Q: 3 clusters Score -657218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -657219.687500 Penalty: 3085.774902
	Iteration 135Q: 3 clusters Score -657219.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -657220.250000 Penalty: 3085.774902
	Iteration 136Q: 3 clusters Score -657220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -657222.437500 Penalty: 3085.774902
	Iteration 137Q: 3 clusters Score -657222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -657223.625000 Penalty: 3085.774902
	Iteration 138Q: 3 clusters Score -657223.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -657225.375000 Penalty: 3085.774902
	Iteration 139Q: 3 clusters Score -657225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -657225.562500 Penalty: 3085.774902
	Iteration 140F: 3 clusters Score -657225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -657226.500000 Penalty: 3085.774902
	Iteration 141Q: 3 clusters Score -657226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -657226.437500 Penalty: 3085.774902
	Iteration 142Q: 3 clusters Score -657226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -657226.437500 Penalty: 3085.774902
	Iteration 143F: 3 clusters Score -657226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -288341.968750 Penalty: 1410.083984
	Iteration 0F: 2 clusters Score -288342 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 2846 members 
Entering Unmasked Estep 
Score: -283785.343750 Penalty: 2820.167969
	Iteration 0F: 3 clusters Score -283785.3 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -285132.718750 Penalty: 2820.167969
	Iteration 1F: 3 clusters Score -285132.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -285356.343750 Penalty: 2820.167969
	Iteration 2F: 3 clusters Score -285356.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -285526.875000 Penalty: 2820.167969
	Iteration 3F: 3 clusters Score -285526.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -285654.031250 Penalty: 2820.167969
	Iteration 4Q: 3 clusters Score -285654 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -285761.875000 Penalty: 2820.167969
	Iteration 5Q: 3 clusters Score -285761.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -285848.000000 Penalty: 2820.167969
	Iteration 6Q: 3 clusters Score -285848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -285933.906250 Penalty: 2820.167969
	Iteration 7Q: 3 clusters Score -285933.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -286024.375000 Penalty: 2820.167969
	Iteration 8Q: 3 clusters Score -286024.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -286118.593750 Penalty: 2820.167969
	Iteration 9Q: 3 clusters Score -286118.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -286231.156250 Penalty: 2820.167969
	Iteration 10Q: 3 clusters Score -286231.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -286339.875000 Penalty: 2820.167969
	Iteration 11Q: 3 clusters Score -286339.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -286453.718750 Penalty: 2820.167969
	Iteration 12Q: 3 clusters Score -286453.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -286563.843750 Penalty: 2820.167969
	Iteration 13Q: 3 clusters Score -286563.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -286669.250000 Penalty: 2820.167969
	Iteration 14Q: 3 clusters Score -286669.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -286770.968750 Penalty: 2820.167969
	Iteration 15Q: 3 clusters Score -286771 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286877.562500 Penalty: 2820.167969
	Iteration 16Q: 3 clusters Score -286877.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -286980.250000 Penalty: 2820.167969
	Iteration 17Q: 3 clusters Score -286980.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287059.812500 Penalty: 2820.167969
	Iteration 18Q: 3 clusters Score -287059.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -287118.250000 Penalty: 2820.167969
	Iteration 19Q: 3 clusters Score -287118.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -287179.625000 Penalty: 2820.167969
	Iteration 20F: 3 clusters Score -287179.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -287221.062500 Penalty: 2820.167969
	Iteration 21Q: 3 clusters Score -287221.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -287241.156250 Penalty: 2820.167969
	Iteration 22Q: 3 clusters Score -287241.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287254.281250 Penalty: 2820.167969
	Iteration 23Q: 3 clusters Score -287254.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287272.937500 Penalty: 2820.167969
	Iteration 24Q: 3 clusters Score -287272.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287288.125000 Penalty: 2820.167969
	Iteration 25Q: 3 clusters Score -287288.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -287303.656250 Penalty: 2820.167969
	Iteration 26Q: 3 clusters Score -287303.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -287313.593750 Penalty: 2820.167969
	Iteration 27Q: 3 clusters Score -287313.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -287318.312500 Penalty: 2820.167969
	Iteration 28Q: 3 clusters Score -287318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -287323.312500 Penalty: 2820.167969
	Iteration 29Q: 3 clusters Score -287323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -287325.562500 Penalty: 2820.167969
	Iteration 30Q: 3 clusters Score -287325.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -287328.843750 Penalty: 2820.167969
	Iteration 31Q: 3 clusters Score -287328.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -287332.312500 Penalty: 2820.167969
	Iteration 32Q: 3 clusters Score -287332.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -287336.312500 Penalty: 2820.167969
	Iteration 33Q: 3 clusters Score -287336.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -287338.187500 Penalty: 2820.167969
	Iteration 34Q: 3 clusters Score -287338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -287341.031250 Penalty: 2820.167969
	Iteration 35Q: 3 clusters Score -287341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -287346.000000 Penalty: 2820.167969
	Iteration 36Q: 3 clusters Score -287346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -287352.031250 Penalty: 2820.167969
	Iteration 37Q: 3 clusters Score -287352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -287357.937500 Penalty: 2820.167969
	Iteration 38Q: 3 clusters Score -287357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -287361.343750 Penalty: 2820.167969
	Iteration 39Q: 3 clusters Score -287361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -287364.500000 Penalty: 2820.167969
	Iteration 40F: 3 clusters Score -287364.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -287368.375000 Penalty: 2820.167969
	Iteration 41Q: 3 clusters Score -287368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -287370.375000 Penalty: 2820.167969
	Iteration 42Q: 3 clusters Score -287370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -287370.468750 Penalty: 2820.167969
	Iteration 43Q: 3 clusters Score -287370.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -287370.468750 Penalty: 2820.167969
	Iteration 44F: 3 clusters Score -287370.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (355380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355380 members 
Entering Unmasked Estep 
Score: -16773146.000000 Penalty: 2076.903320
	Iteration 0F: 2 clusters Score -1.677315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -16532317.000000 Penalty: 4153.806641
	Iteration 0F: 3 clusters Score -1.653232e+07 nChanged 173970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175622 members 
Mstep: Class 2 contains 179758 members 
Entering Unmasked Estep 
Score: -16638432.000000 Penalty: 4153.806641
	Iteration 1F: 3 clusters Score -1.663843e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174235 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -16641363.000000 Penalty: 4153.806641
	Iteration 2Q: 3 clusters Score -1.664136e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -16645437.000000 Penalty: 4153.806641
	Iteration 3Q: 3 clusters Score -1.664544e+07 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168748 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -16651508.000000 Penalty: 4153.806641
	Iteration 4Q: 3 clusters Score -1.665151e+07 nChanged 17612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 191638 members 
Entering Unmasked Estep 
Score: -16660168.000000 Penalty: 4153.806641
	Iteration 5Q: 3 clusters Score -1.666017e+07 nChanged 20113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 198449 members 
Entering Unmasked Estep 
Score: -16672300.000000 Penalty: 4153.806641
	Iteration 6F: 3 clusters Score -1.66723e+07 nChanged 22400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -16688118.000000 Penalty: 4153.806641
	Iteration 7F: 3 clusters Score -1.668812e+07 nChanged 22413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141768 members 
Mstep: Class 2 contains 213612 members 
Entering Unmasked Estep 
Score: -16704048.000000 Penalty: 4153.806641
	Iteration 8F: 3 clusters Score -1.670405e+07 nChanged 18962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 219876 members 
Entering Unmasked Estep 
Score: -16714693.000000 Penalty: 4153.806641
	Iteration 9F: 3 clusters Score -1.671469e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130160 members 
Mstep: Class 2 contains 225220 members 
Entering Unmasked Estep 
Score: -16719876.000000 Penalty: 4153.806641
	Iteration 10Q: 3 clusters Score -1.671988e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 230247 members 
Entering Unmasked Estep 
Score: -16722624.000000 Penalty: 4153.806641
	Iteration 11Q: 3 clusters Score -1.672262e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120130 members 
Mstep: Class 2 contains 235250 members 
Entering Unmasked Estep 
Score: -16724922.000000 Penalty: 4153.806641
	Iteration 12Q: 3 clusters Score -1.672492e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 240387 members 
Entering Unmasked Estep 
Score: -16726976.000000 Penalty: 4153.806641
	Iteration 13Q: 3 clusters Score -1.672698e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 245520 members 
Entering Unmasked Estep 
Score: -16728984.000000 Penalty: 4153.806641
	Iteration 14Q: 3 clusters Score -1.672898e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 250834 members 
Entering Unmasked Estep 
Score: -16731298.000000 Penalty: 4153.806641
	Iteration 15Q: 3 clusters Score -1.67313e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 256312 members 
Entering Unmasked Estep 
Score: -16733676.000000 Penalty: 4153.806641
	Iteration 16Q: 3 clusters Score -1.673368e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 261818 members 
Entering Unmasked Estep 
Score: -16736175.000000 Penalty: 4153.806641
	Iteration 17Q: 3 clusters Score -1.673618e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 267180 members 
Entering Unmasked Estep 
Score: -16738426.000000 Penalty: 4153.806641
	Iteration 18Q: 3 clusters Score -1.673843e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 272425 members 
Entering Unmasked Estep 
Score: -16740590.000000 Penalty: 4153.806641
	Iteration 19Q: 3 clusters Score -1.674059e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 277676 members 
Entering Unmasked Estep 
Score: -16742781.000000 Penalty: 4153.806641
	Iteration 20F: 3 clusters Score -1.674278e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 282764 members 
Entering Unmasked Estep 
Score: -16744749.000000 Penalty: 4153.806641
	Iteration 21Q: 3 clusters Score -1.674475e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 287743 members 
Entering Unmasked Estep 
Score: -16746702.000000 Penalty: 4153.806641
	Iteration 22Q: 3 clusters Score -1.67467e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 292571 members 
Entering Unmasked Estep 
Score: -16748586.000000 Penalty: 4153.806641
	Iteration 23Q: 3 clusters Score -1.674859e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 297354 members 
Entering Unmasked Estep 
Score: -16750224.000000 Penalty: 4153.806641
	Iteration 24Q: 3 clusters Score -1.675022e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 301873 members 
Entering Unmasked Estep 
Score: -16751786.000000 Penalty: 4153.806641
	Iteration 25Q: 3 clusters Score -1.675179e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 306243 members 
Entering Unmasked Estep 
Score: -16753251.000000 Penalty: 4153.806641
	Iteration 26Q: 3 clusters Score -1.675325e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 310558 members 
Entering Unmasked Estep 
Score: -16754777.000000 Penalty: 4153.806641
	Iteration 27Q: 3 clusters Score -1.675478e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 314768 members 
Entering Unmasked Estep 
Score: -16756250.000000 Penalty: 4153.806641
	Iteration 28Q: 3 clusters Score -1.675625e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 318811 members 
Entering Unmasked Estep 
Score: -16757648.000000 Penalty: 4153.806641
	Iteration 29Q: 3 clusters Score -1.675765e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 322670 members 
Entering Unmasked Estep 
Score: -16758887.000000 Penalty: 4153.806641
	Iteration 30Q: 3 clusters Score -1.675889e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 326481 members 
Entering Unmasked Estep 
Score: -16760441.000000 Penalty: 4153.806641
	Iteration 31Q: 3 clusters Score -1.676044e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 330117 members 
Entering Unmasked Estep 
Score: -16761811.000000 Penalty: 4153.806641
	Iteration 32Q: 3 clusters Score -1.676181e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 333685 members 
Entering Unmasked Estep 
Score: -16763171.000000 Penalty: 4153.806641
	Iteration 33Q: 3 clusters Score -1.676317e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 337096 members 
Entering Unmasked Estep 
Score: -16764568.000000 Penalty: 4153.806641
	Iteration 34Q: 3 clusters Score -1.676457e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 340154 members 
Entering Unmasked Estep 
Score: -16765763.000000 Penalty: 4153.806641
	Iteration 35Q: 3 clusters Score -1.676576e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 342899 members 
Entering Unmasked Estep 
Score: -16766901.000000 Penalty: 4153.806641
	Iteration 36Q: 3 clusters Score -1.67669e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 345275 members 
Entering Unmasked Estep 
Score: -16767966.000000 Penalty: 4153.806641
	Iteration 37Q: 3 clusters Score -1.676797e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 347260 members 
Entering Unmasked Estep 
Score: -16768829.000000 Penalty: 4153.806641
	Iteration 38Q: 3 clusters Score -1.676883e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 348816 members 
Entering Unmasked Estep 
Score: -16769435.000000 Penalty: 4153.806641
	Iteration 39Q: 3 clusters Score -1.676944e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 350068 members 
Entering Unmasked Estep 
Score: -16769892.000000 Penalty: 4153.806641
	Iteration 40F: 3 clusters Score -1.676989e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 351069 members 
Entering Unmasked Estep 
Score: -16770393.000000 Penalty: 4153.806641
	Iteration 41Q: 3 clusters Score -1.677039e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 351818 members 
Entering Unmasked Estep 
Score: -16770618.000000 Penalty: 4153.806641
	Iteration 42Q: 3 clusters Score -1.677062e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 352368 members 
Entering Unmasked Estep 
Score: -16770866.000000 Penalty: 4153.806641
	Iteration 43Q: 3 clusters Score -1.677087e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 352786 members 
Entering Unmasked Estep 
Score: -16771024.000000 Penalty: 4153.806641
	Iteration 44Q: 3 clusters Score -1.677102e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 353089 members 
Entering Unmasked Estep 
Score: -16771122.000000 Penalty: 4153.806641
	Iteration 45Q: 3 clusters Score -1.677112e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 353317 members 
Entering Unmasked Estep 
Score: -16771201.000000 Penalty: 4153.806641
	Iteration 46Q: 3 clusters Score -1.67712e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 353494 members 
Entering Unmasked Estep 
Score: -16771291.000000 Penalty: 4153.806641
	Iteration 47Q: 3 clusters Score -1.677129e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 353621 members 
Entering Unmasked Estep 
Score: -16771343.000000 Penalty: 4153.806641
	Iteration 48Q: 3 clusters Score -1.677134e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 353721 members 
Entering Unmasked Estep 
Score: -16771359.000000 Penalty: 4153.806641
	Iteration 49Q: 3 clusters Score -1.677136e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 353816 members 
Entering Unmasked Estep 
Score: -16771406.000000 Penalty: 4153.806641
	Iteration 50Q: 3 clusters Score -1.677141e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 353894 members 
Entering Unmasked Estep 
Score: -16771430.000000 Penalty: 4153.806641
	Iteration 51Q: 3 clusters Score -1.677143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 353961 members 
Entering Unmasked Estep 
Score: -16771452.000000 Penalty: 4153.806641
	Iteration 52Q: 3 clusters Score -1.677145e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 354009 members 
Entering Unmasked Estep 
Score: -16771477.000000 Penalty: 4153.806641
	Iteration 53Q: 3 clusters Score -1.677148e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 354050 members 
Entering Unmasked Estep 
Score: -16771481.000000 Penalty: 4153.806641
	Iteration 54Q: 3 clusters Score -1.677148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 354072 members 
Entering Unmasked Estep 
Score: -16771488.000000 Penalty: 4153.806641
	Iteration 55Q: 3 clusters Score -1.677149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 354099 members 
Entering Unmasked Estep 
Score: -16771500.000000 Penalty: 4153.806641
	Iteration 56Q: 3 clusters Score -1.67715e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 354125 members 
Entering Unmasked Estep 
Score: -16771506.000000 Penalty: 4153.806641
	Iteration 57Q: 3 clusters Score -1.677151e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 354145 members 
Entering Unmasked Estep 
Score: -16771500.000000 Penalty: 4153.806641
	Iteration 58Q: 3 clusters Score -1.67715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 354162 members 
Entering Unmasked Estep 
Score: -16771512.000000 Penalty: 4153.806641
	Iteration 59Q: 3 clusters Score -1.677151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 354170 members 
Entering Unmasked Estep 
Score: -16771507.000000 Penalty: 4153.806641
	Iteration 60F: 3 clusters Score -1.677151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 354179 members 
Entering Unmasked Estep 
Score: -16771518.000000 Penalty: 4153.806641
	Iteration 61Q: 3 clusters Score -1.677152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 354184 members 
Entering Unmasked Estep 
Score: -16771515.000000 Penalty: 4153.806641
	Iteration 62Q: 3 clusters Score -1.677152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 354192 members 
Entering Unmasked Estep 
Score: -16771518.000000 Penalty: 4153.806641
	Iteration 63Q: 3 clusters Score -1.677152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 354202 members 
Entering Unmasked Estep 
Score: -16771512.000000 Penalty: 4153.806641
	Iteration 64Q: 3 clusters Score -1.677151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 354206 members 
Entering Unmasked Estep 
Score: -16771513.000000 Penalty: 4153.806641
	Iteration 65Q: 3 clusters Score -1.677151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 354211 members 
Entering Unmasked Estep 
Score: -16771527.000000 Penalty: 4153.806641
	Iteration 66Q: 3 clusters Score -1.677153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 354218 members 
Entering Unmasked Estep 
Score: -16771515.000000 Penalty: 4153.806641
	Iteration 67Q: 3 clusters Score -1.677152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 354220 members 
Entering Unmasked Estep 
Score: -16771520.000000 Penalty: 4153.806641
	Iteration 68Q: 3 clusters Score -1.677152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 354220 members 
Entering Unmasked Estep 
Score: -16771532.000000 Penalty: 4153.806641
	Iteration 69Q: 3 clusters Score -1.677153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 354223 members 
Entering Unmasked Estep 
Score: -16771530.000000 Penalty: 4153.806641
	Iteration 70Q: 3 clusters Score -1.677153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 354228 members 
Entering Unmasked Estep 
Score: -16771530.000000 Penalty: 4153.806641
	Iteration 71Q: 3 clusters Score -1.677153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 354234 members 
Entering Unmasked Estep 
Score: -16771533.000000 Penalty: 4153.806641
	Iteration 72Q: 3 clusters Score -1.677153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 354241 members 
Entering Unmasked Estep 
Score: -16771540.000000 Penalty: 4153.806641
	Iteration 73Q: 3 clusters Score -1.677154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 354246 members 
Entering Unmasked Estep 
Score: -16771524.000000 Penalty: 4153.806641
	Iteration 74Q: 3 clusters Score -1.677152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 354248 members 
Entering Unmasked Estep 
Score: -16771515.000000 Penalty: 4153.806641
	Iteration 75Q: 3 clusters Score -1.677152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 354250 members 
Entering Unmasked Estep 
Score: -16771531.000000 Penalty: 4153.806641
	Iteration 76Q: 3 clusters Score -1.677153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 354252 members 
Entering Unmasked Estep 
Score: -16771530.000000 Penalty: 4153.806641
	Iteration 77Q: 3 clusters Score -1.677153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 354257 members 
Entering Unmasked Estep 
Score: -16771526.000000 Penalty: 4153.806641
	Iteration 78Q: 3 clusters Score -1.677153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 354258 members 
Entering Unmasked Estep 
Score: -16771527.000000 Penalty: 4153.806641
	Iteration 79Q: 3 clusters Score -1.677153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 354261 members 
Entering Unmasked Estep 
Score: -16771534.000000 Penalty: 4153.806641
	Iteration 80F: 3 clusters Score -1.677153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 354261 members 
Entering Unmasked Estep 
Score: -16771536.000000 Penalty: 4153.806641
	Iteration 81Q: 3 clusters Score -1.677154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 354261 members 
Entering Unmasked Estep 
Score: -16771536.000000 Penalty: 4153.806641
	Iteration 82F: 3 clusters Score -1.677154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -295901.937500 Penalty: 1414.804688
	Iteration 0F: 2 clusters Score -295901.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -291233.875000 Penalty: 2829.609375
	Iteration 0F: 3 clusters Score -291233.9 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -292577.187500 Penalty: 2829.609375
	Iteration 1F: 3 clusters Score -292577.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -292792.125000 Penalty: 2829.609375
	Iteration 2F: 3 clusters Score -292792.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -292948.343750 Penalty: 2829.609375
	Iteration 3F: 3 clusters Score -292948.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -293108.656250 Penalty: 2829.609375
	Iteration 4Q: 3 clusters Score -293108.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -293254.468750 Penalty: 2829.609375
	Iteration 5Q: 3 clusters Score -293254.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -293396.937500 Penalty: 2829.609375
	Iteration 6Q: 3 clusters Score -293396.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -293573.937500 Penalty: 2829.609375
	Iteration 7Q: 3 clusters Score -293573.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -293782.343750 Penalty: 2829.609375
	Iteration 8Q: 3 clusters Score -293782.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -293999.531250 Penalty: 2829.609375
	Iteration 9Q: 3 clusters Score -293999.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -294235.687500 Penalty: 2829.609375
	Iteration 10Q: 3 clusters Score -294235.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -294432.156250 Penalty: 2829.609375
	Iteration 11Q: 3 clusters Score -294432.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -294622.125000 Penalty: 2829.609375
	Iteration 12Q: 3 clusters Score -294622.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -294750.281250 Penalty: 2829.609375
	Iteration 13Q: 3 clusters Score -294750.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -294801.468750 Penalty: 2829.609375
	Iteration 14Q: 3 clusters Score -294801.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -294824.781250 Penalty: 2829.609375
	Iteration 15Q: 3 clusters Score -294824.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -294837.062500 Penalty: 2829.609375
	Iteration 16Q: 3 clusters Score -294837.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -294848.437500 Penalty: 2829.609375
	Iteration 17Q: 3 clusters Score -294848.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -294856.531250 Penalty: 2829.609375
	Iteration 18Q: 3 clusters Score -294856.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -294858.500000 Penalty: 2829.609375
	Iteration 19Q: 3 clusters Score -294858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -294859.968750 Penalty: 2829.609375
	Iteration 20F: 3 clusters Score -294860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -294859.968750 Penalty: 2829.609375
	Iteration 21Q: 3 clusters Score -294860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -294863.125000 Penalty: 2829.609375
	Iteration 22Q: 3 clusters Score -294863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -294864.468750 Penalty: 2829.609375
	Iteration 23Q: 3 clusters Score -294864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -294867.156250 Penalty: 2829.609375
	Iteration 24Q: 3 clusters Score -294867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -294868.250000 Penalty: 2829.609375
	Iteration 25Q: 3 clusters Score -294868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -294868.843750 Penalty: 2829.609375
	Iteration 26Q: 3 clusters Score -294868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -294869.031250 Penalty: 2829.609375
	Iteration 27Q: 3 clusters Score -294869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -294869.031250 Penalty: 2829.609375
	Iteration 28F: 3 clusters Score -294869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Entering Unmasked Estep 
Score: -4425665.500000 Penalty: 1855.271118
	Iteration 0F: 2 clusters Score -4425666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -4364861.500000 Penalty: 3710.542236
	Iteration 0F: 3 clusters Score -4364862 nChanged 43180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -4389328.500000 Penalty: 3710.542236
	Iteration 1F: 3 clusters Score -4389328 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -4389857.500000 Penalty: 3710.542236
	Iteration 2Q: 3 clusters Score -4389858 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -4390602.500000 Penalty: 3710.542236
	Iteration 3Q: 3 clusters Score -4390602 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -4391509.000000 Penalty: 3710.542236
	Iteration 4Q: 3 clusters Score -4391509 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -4392899.000000 Penalty: 3710.542236
	Iteration 5Q: 3 clusters Score -4392899 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4394862.000000 Penalty: 3710.542236
	Iteration 6Q: 3 clusters Score -4394862 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4398109.000000 Penalty: 3710.542236
	Iteration 7F: 3 clusters Score -4398109 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -4402880.500000 Penalty: 3710.542236
	Iteration 8F: 3 clusters Score -4402880 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4408866.000000 Penalty: 3710.542236
	Iteration 9F: 3 clusters Score -4408866 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -4414616.000000 Penalty: 3710.542236
	Iteration 10F: 3 clusters Score -4414616 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4418688.000000 Penalty: 3710.542236
	Iteration 11Q: 3 clusters Score -4418688 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4421094.500000 Penalty: 3710.542236
	Iteration 12Q: 3 clusters Score -4421094 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -4422435.500000 Penalty: 3710.542236
	Iteration 13Q: 3 clusters Score -4422436 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4423122.500000 Penalty: 3710.542236
	Iteration 14Q: 3 clusters Score -4423122 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4423604.000000 Penalty: 3710.542236
	Iteration 15Q: 3 clusters Score -4423604 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4424008.000000 Penalty: 3710.542236
	Iteration 16Q: 3 clusters Score -4424008 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4424304.000000 Penalty: 3710.542236
	Iteration 17Q: 3 clusters Score -4424304 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4424506.000000 Penalty: 3710.542236
	Iteration 18Q: 3 clusters Score -4424506 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4424719.500000 Penalty: 3710.542236
	Iteration 19Q: 3 clusters Score -4424720 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4424969.000000 Penalty: 3710.542236
	Iteration 20F: 3 clusters Score -4424969 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4425111.000000 Penalty: 3710.542236
	Iteration 21Q: 3 clusters Score -4425111 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4425232.500000 Penalty: 3710.542236
	Iteration 22Q: 3 clusters Score -4425232 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4425359.000000 Penalty: 3710.542236
	Iteration 23Q: 3 clusters Score -4425359 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4425455.000000 Penalty: 3710.542236
	Iteration 24Q: 3 clusters Score -4425455 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4425521.000000 Penalty: 3710.542236
	Iteration 25Q: 3 clusters Score -4425521 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4425564.500000 Penalty: 3710.542236
	Iteration 26Q: 3 clusters Score -4425564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4425570.500000 Penalty: 3710.542236
	Iteration 27Q: 3 clusters Score -4425570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4425616.000000 Penalty: 3710.542236
	Iteration 28Q: 3 clusters Score -4425616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4425638.000000 Penalty: 3710.542236
	Iteration 29Q: 3 clusters Score -4425638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4425651.000000 Penalty: 3710.542236
	Iteration 30Q: 3 clusters Score -4425651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4425659.000000 Penalty: 3710.542236
	Iteration 31Q: 3 clusters Score -4425659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4425673.500000 Penalty: 3710.542236
	Iteration 32Q: 3 clusters Score -4425674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4425690.000000 Penalty: 3710.542236
	Iteration 33Q: 3 clusters Score -4425690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4425702.000000 Penalty: 3710.542236
	Iteration 34Q: 3 clusters Score -4425702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4425711.500000 Penalty: 3710.542236
	Iteration 35Q: 3 clusters Score -4425712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4425718.000000 Penalty: 3710.542236
	Iteration 36Q: 3 clusters Score -4425718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4425717.500000 Penalty: 3710.542236
	Iteration 37Q: 3 clusters Score -4425718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4425727.000000 Penalty: 3710.542236
	Iteration 38Q: 3 clusters Score -4425727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4425724.000000 Penalty: 3710.542236
	Iteration 39Q: 3 clusters Score -4425724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4425758.500000 Penalty: 3710.542236
	Iteration 40F: 3 clusters Score -4425758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4425768.000000 Penalty: 3710.542236
	Iteration 41Q: 3 clusters Score -4425768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4425766.500000 Penalty: 3710.542236
	Iteration 42Q: 3 clusters Score -4425766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4425768.500000 Penalty: 3710.542236
	Iteration 43Q: 3 clusters Score -4425768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4425777.500000 Penalty: 3710.542236
	Iteration 44Q: 3 clusters Score -4425778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4425778.000000 Penalty: 3710.542236
	Iteration 45Q: 3 clusters Score -4425778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4425778.000000 Penalty: 3710.542236
	Iteration 46Q: 3 clusters Score -4425778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4425777.500000 Penalty: 3710.542236
	Iteration 47Q: 3 clusters Score -4425778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4425777.000000 Penalty: 3710.542236
	Iteration 48Q: 3 clusters Score -4425777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4425784.000000 Penalty: 3710.542236
	Iteration 49Q: 3 clusters Score -4425784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4425789.000000 Penalty: 3710.542236
	Iteration 50Q: 3 clusters Score -4425789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4425786.000000 Penalty: 3710.542236
	Iteration 51Q: 3 clusters Score -4425786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4425787.500000 Penalty: 3710.542236
	Iteration 52Q: 3 clusters Score -4425788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4425792.000000 Penalty: 3710.542236
	Iteration 53Q: 3 clusters Score -4425792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4425787.500000 Penalty: 3710.542236
	Iteration 54Q: 3 clusters Score -4425788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4425789.000000 Penalty: 3710.542236
	Iteration 55Q: 3 clusters Score -4425789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4425788.000000 Penalty: 3710.542236
	Iteration 56Q: 3 clusters Score -4425788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4425789.000000 Penalty: 3710.542236
	Iteration 57Q: 3 clusters Score -4425789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4425789.000000 Penalty: 3710.542236
	Iteration 58F: 3 clusters Score -4425789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 879 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244737 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355380 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 89979 members 
Entering Unmasked Estep 
Score: -37518264.000000 Penalty: 28732.466797
Splitting cluster 19 changes total score from -37518404.000000 to -37518264.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244737 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355380 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 90858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518388.000000 Penalty: 26522.277344
Iteration 199Q: 13 clusters Score -3.751839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244727 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355392 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 90858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518404.000000 Penalty: 26522.277344
Iteration 200F: 13 clusters Score -3.75184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244721 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355399 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 90858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518416.000000 Penalty: 26522.277344
Iteration 201Q: 13 clusters Score -3.751842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244714 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355409 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 90858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518412.000000 Penalty: 26522.277344
Iteration 202Q: 13 clusters Score -3.751841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244702 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355427 members 
Mstep: Class 18 contains 6030 members 
Mstep: Class 19 contains 90857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518400.000000 Penalty: 26522.277344
Iteration 203Q: 13 clusters Score -3.75184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244687 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355447 members 
Mstep: Class 18 contains 6026 members 
Mstep: Class 19 contains 90856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518408.000000 Penalty: 26522.277344
Iteration 204Q: 13 clusters Score -3.751841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244677 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57945 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355467 members 
Mstep: Class 18 contains 6023 members 
Mstep: Class 19 contains 90853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 205Q: 13 clusters Score -3.751842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244662 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57943 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355491 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 90849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518436.000000 Penalty: 26522.277344
Iteration 206Q: 13 clusters Score -3.751844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244651 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57942 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355510 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 90846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518424.000000 Penalty: 26522.277344
Iteration 207Q: 13 clusters Score -3.751842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244642 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 57940 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355525 members 
Mstep: Class 18 contains 6016 members 
Mstep: Class 19 contains 90844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518440.000000 Penalty: 26522.277344
Iteration 208Q: 13 clusters Score -3.751844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244633 members 
Mstep: Class 7 contains 6805 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57938 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355540 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 90843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518420.000000 Penalty: 26522.277344
Iteration 209Q: 13 clusters Score -3.751842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244624 members 
Mstep: Class 7 contains 6804 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57937 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355553 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 90843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518444.000000 Penalty: 26522.277344
Iteration 210Q: 13 clusters Score -3.751844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244608 members 
Mstep: Class 7 contains 6803 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57937 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355570 members 
Mstep: Class 18 contains 6012 members 
Mstep: Class 19 contains 90843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518432.000000 Penalty: 26522.277344
Iteration 211Q: 13 clusters Score -3.751843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244595 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57938 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355583 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518416.000000 Penalty: 26522.277344
Iteration 212Q: 13 clusters Score -3.751842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244583 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57938 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355598 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518400.000000 Penalty: 26522.277344
Iteration 213Q: 13 clusters Score -3.75184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244575 members 
Mstep: Class 7 contains 6801 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57937 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355609 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518416.000000 Penalty: 26522.277344
Iteration 214Q: 13 clusters Score -3.751842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244565 members 
Mstep: Class 7 contains 6799 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57937 members 
Mstep: Class 12 contains 13286 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355623 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518416.000000 Penalty: 26522.277344
Iteration 215Q: 13 clusters Score -3.751842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244555 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57937 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355639 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518424.000000 Penalty: 26522.277344
Iteration 216Q: 13 clusters Score -3.751842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244546 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57937 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355653 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518416.000000 Penalty: 26522.277344
Iteration 217Q: 13 clusters Score -3.751842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244535 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57937 members 
Mstep: Class 12 contains 13272 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355674 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518432.000000 Penalty: 26522.277344
Iteration 218Q: 13 clusters Score -3.751843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244513 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57936 members 
Mstep: Class 12 contains 13268 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355704 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518424.000000 Penalty: 26522.277344
Iteration 219Q: 13 clusters Score -3.751842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244493 members 
Mstep: Class 7 contains 6796 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 57935 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355735 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518424.000000 Penalty: 26522.277344
Iteration 220F: 13 clusters Score -3.751842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244480 members 
Mstep: Class 7 contains 6796 members 
Mstep: Class 8 contains 7491 members 
Mstep: Class 9 contains 57934 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355759 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518448.000000 Penalty: 26522.277344
Iteration 221Q: 13 clusters Score -3.751845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244469 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57933 members 
Mstep: Class 12 contains 13260 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355782 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518416.000000 Penalty: 26522.277344
Iteration 222Q: 13 clusters Score -3.751842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244460 members 
Mstep: Class 7 contains 6793 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57933 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355800 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518408.000000 Penalty: 26522.277344
Iteration 223Q: 13 clusters Score -3.751841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244453 members 
Mstep: Class 7 contains 6791 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57932 members 
Mstep: Class 12 contains 13257 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355817 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518440.000000 Penalty: 26522.277344
Iteration 224Q: 13 clusters Score -3.751844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244444 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57930 members 
Mstep: Class 12 contains 13256 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355833 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518452.000000 Penalty: 26522.277344
Iteration 225Q: 13 clusters Score -3.751845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244439 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57930 members 
Mstep: Class 12 contains 13255 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355844 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518436.000000 Penalty: 26522.277344
Iteration 226Q: 13 clusters Score -3.751844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244439 members 
Mstep: Class 7 contains 6786 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57929 members 
Mstep: Class 12 contains 13254 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355848 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518444.000000 Penalty: 26522.277344
Iteration 227Q: 13 clusters Score -3.751844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244439 members 
Mstep: Class 7 contains 6786 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57928 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355853 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518464.000000 Penalty: 26522.277344
Iteration 228Q: 13 clusters Score -3.751846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244438 members 
Mstep: Class 7 contains 6786 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57925 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355862 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518452.000000 Penalty: 26522.277344
Iteration 229Q: 13 clusters Score -3.751845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244437 members 
Mstep: Class 7 contains 6786 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57921 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355872 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518444.000000 Penalty: 26522.277344
Iteration 230Q: 13 clusters Score -3.751844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244434 members 
Mstep: Class 7 contains 6786 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57917 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355885 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518456.000000 Penalty: 26522.277344
Iteration 231Q: 13 clusters Score -3.751846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244431 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355894 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518444.000000 Penalty: 26522.277344
Iteration 232Q: 13 clusters Score -3.751844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244430 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57913 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355900 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518452.000000 Penalty: 26522.277344
Iteration 233Q: 13 clusters Score -3.751845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244428 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57912 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355905 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518464.000000 Penalty: 26522.277344
Iteration 234Q: 13 clusters Score -3.751846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244428 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57913 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355906 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518464.000000 Penalty: 26522.277344
Iteration 235Q: 13 clusters Score -3.751846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244429 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355906 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518456.000000 Penalty: 26522.277344
Iteration 236Q: 13 clusters Score -3.751846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244429 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355908 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518448.000000 Penalty: 26522.277344
Iteration 237Q: 13 clusters Score -3.751845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244429 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355910 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518448.000000 Penalty: 26522.277344
Iteration 238Q: 13 clusters Score -3.751845e+07 nChanged 3
Entering ConstructFrom: 
Score: -37518448.000000 Penalty: 26522.277344
Entering ConstructFrom: 
Trying to split cluster 1 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -183869.343750 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -183869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -180728.921875 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -180728.9 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -181554.343750 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -181554.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -181737.375000 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -181737.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -181855.125000 Penalty: 2667.317139
	Iteration 3F: 3 clusters Score -181855.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -181944.437500 Penalty: 2667.317139
	Iteration 4Q: 3 clusters Score -181944.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -182010.046875 Penalty: 2667.317139
	Iteration 5Q: 3 clusters Score -182010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -182082.171875 Penalty: 2667.317139
	Iteration 6Q: 3 clusters Score -182082.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -182154.812500 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -182154.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -182228.140625 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -182228.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -182294.062500 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -182294.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -182347.609375 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -182347.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -182399.125000 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -182399.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -182443.968750 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -182444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -182492.531250 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -182492.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182533.984375 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -182534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -182567.328125 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -182567.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182600.187500 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -182600.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -182630.468750 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -182630.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -182655.875000 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -182655.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -182679.125000 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -182679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -182699.750000 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -182699.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -182715.609375 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -182715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -182726.953125 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -182727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -182741.890625 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -182741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -182754.453125 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -182754.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -182761.328125 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -182761.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -182770.125000 Penalty: 2667.317139
	Iteration 26Q: 3 clusters Score -182770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -182777.312500 Penalty: 2667.317139
	Iteration 27Q: 3 clusters Score -182777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -182779.703125 Penalty: 2667.317139
	Iteration 28Q: 3 clusters Score -182779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -182784.015625 Penalty: 2667.317139
	Iteration 29Q: 3 clusters Score -182784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -182788.046875 Penalty: 2667.317139
	Iteration 30Q: 3 clusters Score -182788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -182794.296875 Penalty: 2667.317139
	Iteration 31Q: 3 clusters Score -182794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -182797.015625 Penalty: 2667.317139
	Iteration 32Q: 3 clusters Score -182797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -182797.171875 Penalty: 2667.317139
	Iteration 33Q: 3 clusters Score -182797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -182798.343750 Penalty: 2667.317139
	Iteration 34Q: 3 clusters Score -182798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -182799.718750 Penalty: 2667.317139
	Iteration 35Q: 3 clusters Score -182799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -182800.453125 Penalty: 2667.317139
	Iteration 36Q: 3 clusters Score -182800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -182800.484375 Penalty: 2667.317139
	Iteration 37Q: 3 clusters Score -182800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -182800.484375 Penalty: 2667.317139
	Iteration 38F: 3 clusters Score -182800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Entering Unmasked Estep 
Score: -511778.718750 Penalty: 1518.584229
	Iteration 0F: 2 clusters Score -511778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -503722.218750 Penalty: 3037.168457
	Iteration 0F: 3 clusters Score -503722.2 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -506408.375000 Penalty: 3037.168457
	Iteration 1F: 3 clusters Score -506408.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -507184.406250 Penalty: 3037.168457
	Iteration 2F: 3 clusters Score -507184.4 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -508359.625000 Penalty: 3037.168457
	Iteration 3F: 3 clusters Score -508359.6 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -509610.343750 Penalty: 3037.168457
	Iteration 4F: 3 clusters Score -509610.3 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -510548.937500 Penalty: 3037.168457
	Iteration 5F: 3 clusters Score -510548.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -511123.687500 Penalty: 3037.168457
	Iteration 6F: 3 clusters Score -511123.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -511435.187500 Penalty: 3037.168457
	Iteration 7Q: 3 clusters Score -511435.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -511616.250000 Penalty: 3037.168457
	Iteration 8Q: 3 clusters Score -511616.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -511717.843750 Penalty: 3037.168457
	Iteration 9Q: 3 clusters Score -511717.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -511790.125000 Penalty: 3037.168457
	Iteration 10Q: 3 clusters Score -511790.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -511850.281250 Penalty: 3037.168457
	Iteration 11Q: 3 clusters Score -511850.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -511896.781250 Penalty: 3037.168457
	Iteration 12Q: 3 clusters Score -511896.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -511947.343750 Penalty: 3037.168457
	Iteration 13Q: 3 clusters Score -511947.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -511991.968750 Penalty: 3037.168457
	Iteration 14Q: 3 clusters Score -511992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -512018.156250 Penalty: 3037.168457
	Iteration 15Q: 3 clusters Score -512018.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -512030.531250 Penalty: 3037.168457
	Iteration 16Q: 3 clusters Score -512030.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -512039.593750 Penalty: 3037.168457
	Iteration 17Q: 3 clusters Score -512039.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -512046.156250 Penalty: 3037.168457
	Iteration 18Q: 3 clusters Score -512046.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -512052.531250 Penalty: 3037.168457
	Iteration 19Q: 3 clusters Score -512052.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -512057.406250 Penalty: 3037.168457
	Iteration 20F: 3 clusters Score -512057.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -512060.031250 Penalty: 3037.168457
	Iteration 21Q: 3 clusters Score -512060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -512064.281250 Penalty: 3037.168457
	Iteration 22Q: 3 clusters Score -512064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -512065.718750 Penalty: 3037.168457
	Iteration 23Q: 3 clusters Score -512065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -512068.437500 Penalty: 3037.168457
	Iteration 24Q: 3 clusters Score -512068.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -512068.875000 Penalty: 3037.168457
	Iteration 25Q: 3 clusters Score -512068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -512069.562500 Penalty: 3037.168457
	Iteration 26Q: 3 clusters Score -512069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -512069.906250 Penalty: 3037.168457
	Iteration 27Q: 3 clusters Score -512069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -512070.031250 Penalty: 3037.168457
	Iteration 28Q: 3 clusters Score -512070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -512071.718750 Penalty: 3037.168457
	Iteration 29Q: 3 clusters Score -512071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -512072.937500 Penalty: 3037.168457
	Iteration 30Q: 3 clusters Score -512072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -512073.375000 Penalty: 3037.168457
	Iteration 31Q: 3 clusters Score -512073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -512073.625000 Penalty: 3037.168457
	Iteration 32Q: 3 clusters Score -512073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -512075.812500 Penalty: 3037.168457
	Iteration 33Q: 3 clusters Score -512075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -512076.812500 Penalty: 3037.168457
	Iteration 34Q: 3 clusters Score -512076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -512076.437500 Penalty: 3037.168457
	Iteration 35Q: 3 clusters Score -512076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -512076.437500 Penalty: 3037.168457
	Iteration 36F: 3 clusters Score -512076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244427 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355913 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90766 members 
Entering Unmasked Estep 
Score: -37517908.000000 Penalty: 28732.466797
Splitting cluster 4 changes total score from -37518448.000000 to -37517908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -170037.890625 Penalty: 1327.838989
	Iteration 0F: 2 clusters Score -170037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -166992.781250 Penalty: 2655.677979
	Iteration 0F: 3 clusters Score -166992.8 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -167749.296875 Penalty: 2655.677979
	Iteration 1F: 3 clusters Score -167749.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -167864.406250 Penalty: 2655.677979
	Iteration 2F: 3 clusters Score -167864.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -167925.234375 Penalty: 2655.677979
	Iteration 3Q: 3 clusters Score -167925.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -167969.531250 Penalty: 2655.677979
	Iteration 4Q: 3 clusters Score -167969.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -167998.593750 Penalty: 2655.677979
	Iteration 5Q: 3 clusters Score -167998.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -168029.140625 Penalty: 2655.677979
	Iteration 6Q: 3 clusters Score -168029.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -168052.593750 Penalty: 2655.677979
	Iteration 7Q: 3 clusters Score -168052.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -168070.937500 Penalty: 2655.677979
	Iteration 8Q: 3 clusters Score -168070.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -168087.968750 Penalty: 2655.677979
	Iteration 9Q: 3 clusters Score -168088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -168105.156250 Penalty: 2655.677979
	Iteration 10Q: 3 clusters Score -168105.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -168118.593750 Penalty: 2655.677979
	Iteration 11Q: 3 clusters Score -168118.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -168128.203125 Penalty: 2655.677979
	Iteration 12Q: 3 clusters Score -168128.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -168137.859375 Penalty: 2655.677979
	Iteration 13Q: 3 clusters Score -168137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -168144.421875 Penalty: 2655.677979
	Iteration 14Q: 3 clusters Score -168144.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -168150.796875 Penalty: 2655.677979
	Iteration 15Q: 3 clusters Score -168150.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -168158.937500 Penalty: 2655.677979
	Iteration 16Q: 3 clusters Score -168158.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -168168.328125 Penalty: 2655.677979
	Iteration 17Q: 3 clusters Score -168168.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -168172.265625 Penalty: 2655.677979
	Iteration 18Q: 3 clusters Score -168172.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -168175.343750 Penalty: 2655.677979
	Iteration 19Q: 3 clusters Score -168175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -168178.703125 Penalty: 2655.677979
	Iteration 20F: 3 clusters Score -168178.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -168182.562500 Penalty: 2655.677979
	Iteration 21Q: 3 clusters Score -168182.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -168186.406250 Penalty: 2655.677979
	Iteration 22Q: 3 clusters Score -168186.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -168193.312500 Penalty: 2655.677979
	Iteration 23Q: 3 clusters Score -168193.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -168200.953125 Penalty: 2655.677979
	Iteration 24Q: 3 clusters Score -168201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -168211.468750 Penalty: 2655.677979
	Iteration 25Q: 3 clusters Score -168211.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -168227.500000 Penalty: 2655.677979
	Iteration 26Q: 3 clusters Score -168227.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -168249.859375 Penalty: 2655.677979
	Iteration 27Q: 3 clusters Score -168249.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -168290.578125 Penalty: 2655.677979
	Iteration 28Q: 3 clusters Score -168290.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -168327.156250 Penalty: 2655.677979
	Iteration 29Q: 3 clusters Score -168327.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -168366.687500 Penalty: 2655.677979
	Iteration 30Q: 3 clusters Score -168366.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -168422.609375 Penalty: 2655.677979
	Iteration 31Q: 3 clusters Score -168422.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -168489.187500 Penalty: 2655.677979
	Iteration 32Q: 3 clusters Score -168489.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -168590.406250 Penalty: 2655.677979
	Iteration 33Q: 3 clusters Score -168590.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -168729.937500 Penalty: 2655.677979
	Iteration 34Q: 3 clusters Score -168729.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -168906.343750 Penalty: 2655.677979
	Iteration 35Q: 3 clusters Score -168906.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -169080.187500 Penalty: 2655.677979
	Iteration 36Q: 3 clusters Score -169080.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -169241.265625 Penalty: 2655.677979
	Iteration 37Q: 3 clusters Score -169241.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -169367.437500 Penalty: 2655.677979
	Iteration 38Q: 3 clusters Score -169367.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -169434.500000 Penalty: 2655.677979
	Iteration 39Q: 3 clusters Score -169434.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -169482.453125 Penalty: 2655.677979
	Iteration 40F: 3 clusters Score -169482.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -169509.546875 Penalty: 2655.677979
	Iteration 41Q: 3 clusters Score -169509.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -169521.781250 Penalty: 2655.677979
	Iteration 42Q: 3 clusters Score -169521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -169526.656250 Penalty: 2655.677979
	Iteration 43Q: 3 clusters Score -169526.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -169528.218750 Penalty: 2655.677979
	Iteration 44Q: 3 clusters Score -169528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -169528.921875 Penalty: 2655.677979
	Iteration 45Q: 3 clusters Score -169528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -169530.281250 Penalty: 2655.677979
	Iteration 46Q: 3 clusters Score -169530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -169531.390625 Penalty: 2655.677979
	Iteration 47Q: 3 clusters Score -169531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -169532.687500 Penalty: 2655.677979
	Iteration 48Q: 3 clusters Score -169532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -169533.968750 Penalty: 2655.677979
	Iteration 49Q: 3 clusters Score -169534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -169539.765625 Penalty: 2655.677979
	Iteration 50Q: 3 clusters Score -169539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -169542.484375 Penalty: 2655.677979
	Iteration 51Q: 3 clusters Score -169542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -169543.265625 Penalty: 2655.677979
	Iteration 52Q: 3 clusters Score -169543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -169543.265625 Penalty: 2655.677979
	Iteration 53F: 3 clusters Score -169543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (244427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244427 members 
Entering Unmasked Estep 
Score: -11903054.000000 Penalty: 2016.084106
	Iteration 0F: 2 clusters Score -1.190305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122070 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -11738078.000000 Penalty: 4032.168213
	Iteration 0F: 3 clusters Score -1.173808e+07 nChanged 118769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119671 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -11808175.000000 Penalty: 4032.168213
	Iteration 1F: 3 clusters Score -1.180818e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118186 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -11809152.000000 Penalty: 4032.168213
	Iteration 2Q: 3 clusters Score -1.180915e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -11810380.000000 Penalty: 4032.168213
	Iteration 3Q: 3 clusters Score -1.181038e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 132228 members 
Entering Unmasked Estep 
Score: -11812317.000000 Penalty: 4032.168213
	Iteration 4Q: 3 clusters Score -1.181232e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 137788 members 
Entering Unmasked Estep 
Score: -11815141.000000 Penalty: 4032.168213
	Iteration 5Q: 3 clusters Score -1.181514e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 146091 members 
Entering Unmasked Estep 
Score: -11819898.000000 Penalty: 4032.168213
	Iteration 6Q: 3 clusters Score -1.18199e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 157884 members 
Entering Unmasked Estep 
Score: -11827901.000000 Penalty: 4032.168213
	Iteration 7F: 3 clusters Score -1.18279e+07 nChanged 16261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 173181 members 
Entering Unmasked Estep 
Score: -11839936.000000 Penalty: 4032.168213
	Iteration 8F: 3 clusters Score -1.183994e+07 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 190760 members 
Entering Unmasked Estep 
Score: -11854978.000000 Penalty: 4032.168213
	Iteration 9F: 3 clusters Score -1.185498e+07 nChanged 17540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -11870778.000000 Penalty: 4032.168213
	Iteration 10F: 3 clusters Score -1.187078e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 221867 members 
Entering Unmasked Estep 
Score: -11883724.000000 Penalty: 4032.168213
	Iteration 11F: 3 clusters Score -1.188372e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 231201 members 
Entering Unmasked Estep 
Score: -11891994.000000 Penalty: 4032.168213
	Iteration 12Q: 3 clusters Score -1.189199e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 236635 members 
Entering Unmasked Estep 
Score: -11896600.000000 Penalty: 4032.168213
	Iteration 13Q: 3 clusters Score -1.18966e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 239557 members 
Entering Unmasked Estep 
Score: -11899210.000000 Penalty: 4032.168213
	Iteration 14Q: 3 clusters Score -1.189921e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 240954 members 
Entering Unmasked Estep 
Score: -11900563.000000 Penalty: 4032.168213
	Iteration 15Q: 3 clusters Score -1.190056e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 241630 members 
Entering Unmasked Estep 
Score: -11901227.000000 Penalty: 4032.168213
	Iteration 16Q: 3 clusters Score -1.190123e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 241939 members 
Entering Unmasked Estep 
Score: -11901531.000000 Penalty: 4032.168213
	Iteration 17Q: 3 clusters Score -1.190153e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 242095 members 
Entering Unmasked Estep 
Score: -11901680.000000 Penalty: 4032.168213
	Iteration 18Q: 3 clusters Score -1.190168e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 242170 members 
Entering Unmasked Estep 
Score: -11901782.000000 Penalty: 4032.168213
	Iteration 19Q: 3 clusters Score -1.190178e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 242237 members 
Entering Unmasked Estep 
Score: -11901827.000000 Penalty: 4032.168213
	Iteration 20F: 3 clusters Score -1.190183e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 242289 members 
Entering Unmasked Estep 
Score: -11901864.000000 Penalty: 4032.168213
	Iteration 21Q: 3 clusters Score -1.190186e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 242326 members 
Entering Unmasked Estep 
Score: -11901905.000000 Penalty: 4032.168213
	Iteration 22Q: 3 clusters Score -1.19019e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 242356 members 
Entering Unmasked Estep 
Score: -11901931.000000 Penalty: 4032.168213
	Iteration 23Q: 3 clusters Score -1.190193e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 242395 members 
Entering Unmasked Estep 
Score: -11901953.000000 Penalty: 4032.168213
	Iteration 24Q: 3 clusters Score -1.190195e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 242419 members 
Entering Unmasked Estep 
Score: -11901965.000000 Penalty: 4032.168213
	Iteration 25Q: 3 clusters Score -1.190196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 242444 members 
Entering Unmasked Estep 
Score: -11901978.000000 Penalty: 4032.168213
	Iteration 26Q: 3 clusters Score -1.190198e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 242456 members 
Entering Unmasked Estep 
Score: -11901977.000000 Penalty: 4032.168213
	Iteration 27Q: 3 clusters Score -1.190198e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 242465 members 
Entering Unmasked Estep 
Score: -11901996.000000 Penalty: 4032.168213
	Iteration 28Q: 3 clusters Score -1.1902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 242471 members 
Entering Unmasked Estep 
Score: -11902000.000000 Penalty: 4032.168213
	Iteration 29Q: 3 clusters Score -1.1902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 242475 members 
Entering Unmasked Estep 
Score: -11902004.000000 Penalty: 4032.168213
	Iteration 30Q: 3 clusters Score -1.1902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 242480 members 
Entering Unmasked Estep 
Score: -11902009.000000 Penalty: 4032.168213
	Iteration 31Q: 3 clusters Score -1.190201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 242489 members 
Entering Unmasked Estep 
Score: -11902008.000000 Penalty: 4032.168213
	Iteration 32Q: 3 clusters Score -1.190201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 242497 members 
Entering Unmasked Estep 
Score: -11902003.000000 Penalty: 4032.168213
	Iteration 33Q: 3 clusters Score -1.1902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 242501 members 
Entering Unmasked Estep 
Score: -11902009.000000 Penalty: 4032.168213
	Iteration 34Q: 3 clusters Score -1.190201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 242501 members 
Entering Unmasked Estep 
Score: -11902010.000000 Penalty: 4032.168213
	Iteration 35Q: 3 clusters Score -1.190201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 242504 members 
Entering Unmasked Estep 
Score: -11902016.000000 Penalty: 4032.168213
	Iteration 36Q: 3 clusters Score -1.190202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 242505 members 
Entering Unmasked Estep 
Score: -11902020.000000 Penalty: 4032.168213
	Iteration 37Q: 3 clusters Score -1.190202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 242506 members 
Entering Unmasked Estep 
Score: -11902014.000000 Penalty: 4032.168213
	Iteration 38Q: 3 clusters Score -1.190201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 242505 members 
Entering Unmasked Estep 
Score: -11902013.000000 Penalty: 4032.168213
	Iteration 39Q: 3 clusters Score -1.190201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 242505 members 
Entering Unmasked Estep 
Score: -11902009.000000 Penalty: 4032.168213
	Iteration 40F: 3 clusters Score -1.190201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 242506 members 
Entering Unmasked Estep 
Score: -11902012.000000 Penalty: 4032.168213
	Iteration 41Q: 3 clusters Score -1.190201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 242506 members 
Entering Unmasked Estep 
Score: -11902012.000000 Penalty: 4032.168213
	Iteration 42F: 3 clusters Score -1.190201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -332217.375000 Penalty: 1433.699219
	Iteration 0F: 2 clusters Score -332217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -327082.125000 Penalty: 2867.398438
	Iteration 0F: 3 clusters Score -327082.1 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -328640.312500 Penalty: 2867.398438
	Iteration 1F: 3 clusters Score -328640.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -328844.906250 Penalty: 2867.398438
	Iteration 2F: 3 clusters Score -328844.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -328998.562500 Penalty: 2867.398438
	Iteration 3F: 3 clusters Score -328998.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -329124.343750 Penalty: 2867.398438
	Iteration 4Q: 3 clusters Score -329124.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -329242.625000 Penalty: 2867.398438
	Iteration 5Q: 3 clusters Score -329242.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -329357.593750 Penalty: 2867.398438
	Iteration 6Q: 3 clusters Score -329357.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -329482.218750 Penalty: 2867.398438
	Iteration 7Q: 3 clusters Score -329482.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -329629.625000 Penalty: 2867.398438
	Iteration 8Q: 3 clusters Score -329629.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -329811.062500 Penalty: 2867.398438
	Iteration 9Q: 3 clusters Score -329811.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -330014.906250 Penalty: 2867.398438
	Iteration 10Q: 3 clusters Score -330014.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -330205.531250 Penalty: 2867.398438
	Iteration 11Q: 3 clusters Score -330205.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -330381.562500 Penalty: 2867.398438
	Iteration 12Q: 3 clusters Score -330381.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -330520.593750 Penalty: 2867.398438
	Iteration 13Q: 3 clusters Score -330520.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -330627.250000 Penalty: 2867.398438
	Iteration 14Q: 3 clusters Score -330627.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -330710.156250 Penalty: 2867.398438
	Iteration 15Q: 3 clusters Score -330710.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -330775.781250 Penalty: 2867.398438
	Iteration 16Q: 3 clusters Score -330775.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -330840.656250 Penalty: 2867.398438
	Iteration 17Q: 3 clusters Score -330840.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330900.718750 Penalty: 2867.398438
	Iteration 18Q: 3 clusters Score -330900.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -330951.687500 Penalty: 2867.398438
	Iteration 19Q: 3 clusters Score -330951.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -330991.468750 Penalty: 2867.398438
	Iteration 20F: 3 clusters Score -330991.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -331019.156250 Penalty: 2867.398438
	Iteration 21Q: 3 clusters Score -331019.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -331038.437500 Penalty: 2867.398438
	Iteration 22Q: 3 clusters Score -331038.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -331054.500000 Penalty: 2867.398438
	Iteration 23Q: 3 clusters Score -331054.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -331067.187500 Penalty: 2867.398438
	Iteration 24Q: 3 clusters Score -331067.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -331073.500000 Penalty: 2867.398438
	Iteration 25Q: 3 clusters Score -331073.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -331076.906250 Penalty: 2867.398438
	Iteration 26Q: 3 clusters Score -331076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -331077.593750 Penalty: 2867.398438
	Iteration 27Q: 3 clusters Score -331077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -331080.406250 Penalty: 2867.398438
	Iteration 28Q: 3 clusters Score -331080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -331080.875000 Penalty: 2867.398438
	Iteration 29Q: 3 clusters Score -331080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -331082.687500 Penalty: 2867.398438
	Iteration 30Q: 3 clusters Score -331082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -331082.906250 Penalty: 2867.398438
	Iteration 31Q: 3 clusters Score -331082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -331084.187500 Penalty: 2867.398438
	Iteration 32Q: 3 clusters Score -331084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -331086.093750 Penalty: 2867.398438
	Iteration 33Q: 3 clusters Score -331086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -331086.343750 Penalty: 2867.398438
	Iteration 34Q: 3 clusters Score -331086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -331087.125000 Penalty: 2867.398438
	Iteration 35Q: 3 clusters Score -331087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -331087.625000 Penalty: 2867.398438
	Iteration 36Q: 3 clusters Score -331087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -331088.500000 Penalty: 2867.398438
	Iteration 37Q: 3 clusters Score -331088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -331089.937500 Penalty: 2867.398438
	Iteration 38Q: 3 clusters Score -331089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -331090.000000 Penalty: 2867.398438
	Iteration 39Q: 3 clusters Score -331090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -331090.000000 Penalty: 2867.398438
	Iteration 40F: 3 clusters Score -331090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -359479.031250 Penalty: 1449.715088
	Iteration 0F: 2 clusters Score -359479 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 3796 members 
Entering Unmasked Estep 
Score: -353981.937500 Penalty: 2899.430176
	Iteration 0F: 3 clusters Score -353981.9 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -355663.125000 Penalty: 2899.430176
	Iteration 1F: 3 clusters Score -355663.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -355880.281250 Penalty: 2899.430176
	Iteration 2F: 3 clusters Score -355880.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -356024.093750 Penalty: 2899.430176
	Iteration 3Q: 3 clusters Score -356024.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -356149.343750 Penalty: 2899.430176
	Iteration 4Q: 3 clusters Score -356149.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -356293.593750 Penalty: 2899.430176
	Iteration 5Q: 3 clusters Score -356293.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -356443.531250 Penalty: 2899.430176
	Iteration 6Q: 3 clusters Score -356443.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -356608.437500 Penalty: 2899.430176
	Iteration 7Q: 3 clusters Score -356608.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -356812.250000 Penalty: 2899.430176
	Iteration 8Q: 3 clusters Score -356812.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -357074.437500 Penalty: 2899.430176
	Iteration 9Q: 3 clusters Score -357074.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -357312.781250 Penalty: 2899.430176
	Iteration 10Q: 3 clusters Score -357312.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -357535.531250 Penalty: 2899.430176
	Iteration 11Q: 3 clusters Score -357535.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -357752.406250 Penalty: 2899.430176
	Iteration 12Q: 3 clusters Score -357752.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -357910.000000 Penalty: 2899.430176
	Iteration 13Q: 3 clusters Score -357910 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -357993.843750 Penalty: 2899.430176
	Iteration 14Q: 3 clusters Score -357993.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -358041.312500 Penalty: 2899.430176
	Iteration 15Q: 3 clusters Score -358041.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -358076.156250 Penalty: 2899.430176
	Iteration 16Q: 3 clusters Score -358076.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -358111.375000 Penalty: 2899.430176
	Iteration 17Q: 3 clusters Score -358111.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -358133.031250 Penalty: 2899.430176
	Iteration 18Q: 3 clusters Score -358133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -358146.562500 Penalty: 2899.430176
	Iteration 19Q: 3 clusters Score -358146.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -358164.875000 Penalty: 2899.430176
	Iteration 20F: 3 clusters Score -358164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -358175.843750 Penalty: 2899.430176
	Iteration 21Q: 3 clusters Score -358175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -358183.593750 Penalty: 2899.430176
	Iteration 22Q: 3 clusters Score -358183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -358188.687500 Penalty: 2899.430176
	Iteration 23Q: 3 clusters Score -358188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -358190.218750 Penalty: 2899.430176
	Iteration 24Q: 3 clusters Score -358190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -358190.218750 Penalty: 2899.430176
	Iteration 25F: 3 clusters Score -358190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Entering Unmasked Estep 
Score: -2809131.750000 Penalty: 1782.091187
	Iteration 0F: 2 clusters Score -2809132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -2770189.250000 Penalty: 3564.182373
	Iteration 0F: 3 clusters Score -2770189 nChanged 27523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2785965.750000 Penalty: 3564.182373
	Iteration 1F: 3 clusters Score -2785966 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -2786575.500000 Penalty: 3564.182373
	Iteration 2Q: 3 clusters Score -2786576 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -2787333.250000 Penalty: 3564.182373
	Iteration 3Q: 3 clusters Score -2787333 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2788229.750000 Penalty: 3564.182373
	Iteration 4Q: 3 clusters Score -2788230 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2789438.000000 Penalty: 3564.182373
	Iteration 5Q: 3 clusters Score -2789438 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2791109.750000 Penalty: 3564.182373
	Iteration 6F: 3 clusters Score -2791110 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2793403.500000 Penalty: 3564.182373
	Iteration 7F: 3 clusters Score -2793404 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2796075.250000 Penalty: 3564.182373
	Iteration 8F: 3 clusters Score -2796075 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2798805.500000 Penalty: 3564.182373
	Iteration 9F: 3 clusters Score -2798806 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2801051.000000 Penalty: 3564.182373
	Iteration 10F: 3 clusters Score -2801051 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2802856.500000 Penalty: 3564.182373
	Iteration 11Q: 3 clusters Score -2802856 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2804254.500000 Penalty: 3564.182373
	Iteration 12Q: 3 clusters Score -2804254 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2805476.250000 Penalty: 3564.182373
	Iteration 13Q: 3 clusters Score -2805476 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2806471.750000 Penalty: 3564.182373
	Iteration 14Q: 3 clusters Score -2806472 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2807197.000000 Penalty: 3564.182373
	Iteration 15Q: 3 clusters Score -2807197 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2807688.000000 Penalty: 3564.182373
	Iteration 16Q: 3 clusters Score -2807688 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2808000.500000 Penalty: 3564.182373
	Iteration 17Q: 3 clusters Score -2808000 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2808221.000000 Penalty: 3564.182373
	Iteration 18Q: 3 clusters Score -2808221 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2808381.750000 Penalty: 3564.182373
	Iteration 19Q: 3 clusters Score -2808382 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2808481.000000 Penalty: 3564.182373
	Iteration 20F: 3 clusters Score -2808481 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2808560.750000 Penalty: 3564.182373
	Iteration 21Q: 3 clusters Score -2808561 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2808632.750000 Penalty: 3564.182373
	Iteration 22Q: 3 clusters Score -2808633 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2808676.250000 Penalty: 3564.182373
	Iteration 23Q: 3 clusters Score -2808676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2808723.750000 Penalty: 3564.182373
	Iteration 24Q: 3 clusters Score -2808724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2808770.000000 Penalty: 3564.182373
	Iteration 25Q: 3 clusters Score -2808770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2808790.000000 Penalty: 3564.182373
	Iteration 26Q: 3 clusters Score -2808790 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2808808.750000 Penalty: 3564.182373
	Iteration 27Q: 3 clusters Score -2808809 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2808837.000000 Penalty: 3564.182373
	Iteration 28Q: 3 clusters Score -2808837 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2808848.750000 Penalty: 3564.182373
	Iteration 29Q: 3 clusters Score -2808849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2808854.250000 Penalty: 3564.182373
	Iteration 30Q: 3 clusters Score -2808854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2808859.250000 Penalty: 3564.182373
	Iteration 31Q: 3 clusters Score -2808859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2808865.500000 Penalty: 3564.182373
	Iteration 32Q: 3 clusters Score -2808866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2808877.750000 Penalty: 3564.182373
	Iteration 33Q: 3 clusters Score -2808878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2808880.250000 Penalty: 3564.182373
	Iteration 34Q: 3 clusters Score -2808880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2808884.000000 Penalty: 3564.182373
	Iteration 35Q: 3 clusters Score -2808884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2808889.500000 Penalty: 3564.182373
	Iteration 36Q: 3 clusters Score -2808890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2808887.250000 Penalty: 3564.182373
	Iteration 37Q: 3 clusters Score -2808887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2808884.250000 Penalty: 3564.182373
	Iteration 38Q: 3 clusters Score -2808884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2808894.500000 Penalty: 3564.182373
	Iteration 39Q: 3 clusters Score -2808894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2808903.250000 Penalty: 3564.182373
	Iteration 40F: 3 clusters Score -2808903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2808903.750000 Penalty: 3564.182373
	Iteration 41Q: 3 clusters Score -2808904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2808905.500000 Penalty: 3564.182373
	Iteration 42Q: 3 clusters Score -2808906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2808912.250000 Penalty: 3564.182373
	Iteration 43Q: 3 clusters Score -2808912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2808919.500000 Penalty: 3564.182373
	Iteration 44Q: 3 clusters Score -2808920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2808923.250000 Penalty: 3564.182373
	Iteration 45Q: 3 clusters Score -2808923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2808920.500000 Penalty: 3564.182373
	Iteration 46Q: 3 clusters Score -2808920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2808923.250000 Penalty: 3564.182373
	Iteration 47Q: 3 clusters Score -2808923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2808919.750000 Penalty: 3564.182373
	Iteration 48Q: 3 clusters Score -2808920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2808924.000000 Penalty: 3564.182373
	Iteration 49Q: 3 clusters Score -2808924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2808924.000000 Penalty: 3564.182373
	Iteration 50Q: 3 clusters Score -2808924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2808924.000000 Penalty: 3564.182373
	Iteration 51F: 3 clusters Score -2808924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Entering Unmasked Estep 
Score: -656541.437500 Penalty: 1542.360840
	Iteration 0F: 2 clusters Score -656541.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -647244.000000 Penalty: 3084.721680
	Iteration 0F: 3 clusters Score -647244 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -650475.812500 Penalty: 3084.721680
	Iteration 1F: 3 clusters Score -650475.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -650872.000000 Penalty: 3084.721680
	Iteration 2F: 3 clusters Score -650872 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -651381.562500 Penalty: 3084.721680
	Iteration 3F: 3 clusters Score -651381.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -651976.812500 Penalty: 3084.721680
	Iteration 4F: 3 clusters Score -651976.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -652670.687500 Penalty: 3084.721680
	Iteration 5F: 3 clusters Score -652670.7 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -653437.000000 Penalty: 3084.721680
	Iteration 6F: 3 clusters Score -653437 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -654148.812500 Penalty: 3084.721680
	Iteration 7F: 3 clusters Score -654148.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -654609.562500 Penalty: 3084.721680
	Iteration 8Q: 3 clusters Score -654609.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -654863.437500 Penalty: 3084.721680
	Iteration 9Q: 3 clusters Score -654863.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -654969.500000 Penalty: 3084.721680
	Iteration 10Q: 3 clusters Score -654969.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -655042.750000 Penalty: 3084.721680
	Iteration 11Q: 3 clusters Score -655042.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -655095.687500 Penalty: 3084.721680
	Iteration 12Q: 3 clusters Score -655095.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -655146.750000 Penalty: 3084.721680
	Iteration 13Q: 3 clusters Score -655146.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -655188.062500 Penalty: 3084.721680
	Iteration 14Q: 3 clusters Score -655188.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -655220.500000 Penalty: 3084.721680
	Iteration 15Q: 3 clusters Score -655220.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -655242.125000 Penalty: 3084.721680
	Iteration 16Q: 3 clusters Score -655242.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -655265.500000 Penalty: 3084.721680
	Iteration 17Q: 3 clusters Score -655265.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -655282.187500 Penalty: 3084.721680
	Iteration 18Q: 3 clusters Score -655282.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -655295.875000 Penalty: 3084.721680
	Iteration 19Q: 3 clusters Score -655295.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -655309.875000 Penalty: 3084.721680
	Iteration 20F: 3 clusters Score -655309.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -655320.062500 Penalty: 3084.721680
	Iteration 21Q: 3 clusters Score -655320.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -655332.937500 Penalty: 3084.721680
	Iteration 22Q: 3 clusters Score -655332.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -655345.312500 Penalty: 3084.721680
	Iteration 23Q: 3 clusters Score -655345.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -655356.750000 Penalty: 3084.721680
	Iteration 24Q: 3 clusters Score -655356.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -655368.937500 Penalty: 3084.721680
	Iteration 25Q: 3 clusters Score -655368.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -655375.500000 Penalty: 3084.721680
	Iteration 26Q: 3 clusters Score -655375.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -655383.437500 Penalty: 3084.721680
	Iteration 27Q: 3 clusters Score -655383.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -655395.000000 Penalty: 3084.721680
	Iteration 28Q: 3 clusters Score -655395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -655405.312500 Penalty: 3084.721680
	Iteration 29Q: 3 clusters Score -655405.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -655420.062500 Penalty: 3084.721680
	Iteration 30Q: 3 clusters Score -655420.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -655426.312500 Penalty: 3084.721680
	Iteration 31Q: 3 clusters Score -655426.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -655433.375000 Penalty: 3084.721680
	Iteration 32Q: 3 clusters Score -655433.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -655439.375000 Penalty: 3084.721680
	Iteration 33Q: 3 clusters Score -655439.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -655443.062500 Penalty: 3084.721680
	Iteration 34Q: 3 clusters Score -655443.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -655445.687500 Penalty: 3084.721680
	Iteration 35Q: 3 clusters Score -655445.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -655449.187500 Penalty: 3084.721680
	Iteration 36Q: 3 clusters Score -655449.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -655451.750000 Penalty: 3084.721680
	Iteration 37Q: 3 clusters Score -655451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -655456.812500 Penalty: 3084.721680
	Iteration 38Q: 3 clusters Score -655456.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -655462.562500 Penalty: 3084.721680
	Iteration 39Q: 3 clusters Score -655462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -655462.812500 Penalty: 3084.721680
	Iteration 40F: 3 clusters Score -655462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -655463.062500 Penalty: 3084.721680
	Iteration 41Q: 3 clusters Score -655463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -655465.125000 Penalty: 3084.721680
	Iteration 42Q: 3 clusters Score -655465.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -655470.500000 Penalty: 3084.721680
	Iteration 43Q: 3 clusters Score -655470.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -655474.250000 Penalty: 3084.721680
	Iteration 44Q: 3 clusters Score -655474.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -655477.375000 Penalty: 3084.721680
	Iteration 45Q: 3 clusters Score -655477.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -655482.937500 Penalty: 3084.721680
	Iteration 46Q: 3 clusters Score -655482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -655485.750000 Penalty: 3084.721680
	Iteration 47Q: 3 clusters Score -655485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -655487.625000 Penalty: 3084.721680
	Iteration 48Q: 3 clusters Score -655487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -655489.312500 Penalty: 3084.721680
	Iteration 49Q: 3 clusters Score -655489.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -655491.000000 Penalty: 3084.721680
	Iteration 50Q: 3 clusters Score -655491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -655492.750000 Penalty: 3084.721680
	Iteration 51Q: 3 clusters Score -655492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -655491.562500 Penalty: 3084.721680
	Iteration 52Q: 3 clusters Score -655491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -655494.312500 Penalty: 3084.721680
	Iteration 53Q: 3 clusters Score -655494.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -655496.625000 Penalty: 3084.721680
	Iteration 54Q: 3 clusters Score -655496.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -655500.875000 Penalty: 3084.721680
	Iteration 55Q: 3 clusters Score -655500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -655503.250000 Penalty: 3084.721680
	Iteration 56Q: 3 clusters Score -655503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -655503.437500 Penalty: 3084.721680
	Iteration 57Q: 3 clusters Score -655503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -655504.687500 Penalty: 3084.721680
	Iteration 58Q: 3 clusters Score -655504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -655504.750000 Penalty: 3084.721680
	Iteration 59Q: 3 clusters Score -655504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -655504.187500 Penalty: 3084.721680
	Iteration 60F: 3 clusters Score -655504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -655506.000000 Penalty: 3084.721680
	Iteration 61Q: 3 clusters Score -655506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -655504.687500 Penalty: 3084.721680
	Iteration 62Q: 3 clusters Score -655504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -655504.687500 Penalty: 3084.721680
	Iteration 63F: 3 clusters Score -655504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -288341.968750 Penalty: 1410.083984
	Iteration 0F: 2 clusters Score -288342 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 2970 members 
Entering Unmasked Estep 
Score: -283818.843750 Penalty: 2820.167969
	Iteration 0F: 3 clusters Score -283818.8 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -285157.718750 Penalty: 2820.167969
	Iteration 1F: 3 clusters Score -285157.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -285344.281250 Penalty: 2820.167969
	Iteration 2F: 3 clusters Score -285344.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -285458.812500 Penalty: 2820.167969
	Iteration 3Q: 3 clusters Score -285458.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -285542.562500 Penalty: 2820.167969
	Iteration 4Q: 3 clusters Score -285542.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -285635.281250 Penalty: 2820.167969
	Iteration 5Q: 3 clusters Score -285635.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -285733.250000 Penalty: 2820.167969
	Iteration 6Q: 3 clusters Score -285733.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -285848.187500 Penalty: 2820.167969
	Iteration 7Q: 3 clusters Score -285848.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -285975.343750 Penalty: 2820.167969
	Iteration 8Q: 3 clusters Score -285975.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -286141.750000 Penalty: 2820.167969
	Iteration 9Q: 3 clusters Score -286141.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -286324.312500 Penalty: 2820.167969
	Iteration 10Q: 3 clusters Score -286324.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -286532.968750 Penalty: 2820.167969
	Iteration 11Q: 3 clusters Score -286533 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -286738.718750 Penalty: 2820.167969
	Iteration 12Q: 3 clusters Score -286738.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -286854.781250 Penalty: 2820.167969
	Iteration 13Q: 3 clusters Score -286854.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -286935.656250 Penalty: 2820.167969
	Iteration 14Q: 3 clusters Score -286935.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -286992.187500 Penalty: 2820.167969
	Iteration 15Q: 3 clusters Score -286992.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -287036.687500 Penalty: 2820.167969
	Iteration 16Q: 3 clusters Score -287036.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -287078.750000 Penalty: 2820.167969
	Iteration 17Q: 3 clusters Score -287078.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -287103.781250 Penalty: 2820.167969
	Iteration 18Q: 3 clusters Score -287103.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -287123.781250 Penalty: 2820.167969
	Iteration 19Q: 3 clusters Score -287123.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -287146.156250 Penalty: 2820.167969
	Iteration 20F: 3 clusters Score -287146.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -287164.281250 Penalty: 2820.167969
	Iteration 21Q: 3 clusters Score -287164.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -287184.062500 Penalty: 2820.167969
	Iteration 22Q: 3 clusters Score -287184.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -287203.843750 Penalty: 2820.167969
	Iteration 23Q: 3 clusters Score -287203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -287211.250000 Penalty: 2820.167969
	Iteration 24Q: 3 clusters Score -287211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -287217.125000 Penalty: 2820.167969
	Iteration 25Q: 3 clusters Score -287217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -287219.406250 Penalty: 2820.167969
	Iteration 26Q: 3 clusters Score -287219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -287221.062500 Penalty: 2820.167969
	Iteration 27Q: 3 clusters Score -287221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -287222.218750 Penalty: 2820.167969
	Iteration 28Q: 3 clusters Score -287222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -287222.875000 Penalty: 2820.167969
	Iteration 29Q: 3 clusters Score -287222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -287225.218750 Penalty: 2820.167969
	Iteration 30Q: 3 clusters Score -287225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -287225.250000 Penalty: 2820.167969
	Iteration 31Q: 3 clusters Score -287225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -287227.062500 Penalty: 2820.167969
	Iteration 32Q: 3 clusters Score -287227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -287229.125000 Penalty: 2820.167969
	Iteration 33Q: 3 clusters Score -287229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -287228.875000 Penalty: 2820.167969
	Iteration 34Q: 3 clusters Score -287228.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -287228.875000 Penalty: 2820.167969
	Iteration 35F: 3 clusters Score -287228.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (355913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355913 members 
Entering Unmasked Estep 
Score: -16797640.000000 Penalty: 2077.146729
	Iteration 0F: 2 clusters Score -1.679764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178330 members 
Mstep: Class 2 contains 177583 members 
Entering Unmasked Estep 
Score: -16556964.000000 Penalty: 4154.293457
	Iteration 0F: 3 clusters Score -1.655696e+07 nChanged 173963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188217 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -16662200.000000 Penalty: 4154.293457
	Iteration 1F: 3 clusters Score -1.66622e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194514 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -16664606.000000 Penalty: 4154.293457
	Iteration 2Q: 3 clusters Score -1.666461e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204208 members 
Mstep: Class 2 contains 151705 members 
Entering Unmasked Estep 
Score: -16668645.000000 Penalty: 4154.293457
	Iteration 3Q: 3 clusters Score -1.666864e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218877 members 
Mstep: Class 2 contains 137036 members 
Entering Unmasked Estep 
Score: -16675672.000000 Penalty: 4154.293457
	Iteration 4Q: 3 clusters Score -1.667567e+07 nChanged 21787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240168 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -16688854.000000 Penalty: 4154.293457
	Iteration 5F: 3 clusters Score -1.668885e+07 nChanged 29055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269071 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -16711559.000000 Penalty: 4154.293457
	Iteration 6F: 3 clusters Score -1.671156e+07 nChanged 33485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302530 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -16742777.000000 Penalty: 4154.293457
	Iteration 7F: 3 clusters Score -1.674278e+07 nChanged 28992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331522 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -16772259.000000 Penalty: 4154.293457
	Iteration 8F: 3 clusters Score -1.677226e+07 nChanged 16604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348126 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -16788740.000000 Penalty: 4154.293457
	Iteration 9Q: 3 clusters Score -1.678874e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353975 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -16794198.000000 Penalty: 4154.293457
	Iteration 10Q: 3 clusters Score -1.67942e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355341 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16795402.000000 Penalty: 4154.293457
	Iteration 11Q: 3 clusters Score -1.67954e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355621 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16795698.000000 Penalty: 4154.293457
	Iteration 12Q: 3 clusters Score -1.67957e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355685 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16795792.000000 Penalty: 4154.293457
	Iteration 13Q: 3 clusters Score -1.679579e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355701 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16795848.000000 Penalty: 4154.293457
	Iteration 14Q: 3 clusters Score -1.679585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355709 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16795876.000000 Penalty: 4154.293457
	Iteration 15Q: 3 clusters Score -1.679588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355713 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16795900.000000 Penalty: 4154.293457
	Iteration 16Q: 3 clusters Score -1.67959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355714 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16795918.000000 Penalty: 4154.293457
	Iteration 17Q: 3 clusters Score -1.679592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355717 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16795928.000000 Penalty: 4154.293457
	Iteration 18Q: 3 clusters Score -1.679593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355718 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16795932.000000 Penalty: 4154.293457
	Iteration 19Q: 3 clusters Score -1.679593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355721 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16795946.000000 Penalty: 4154.293457
	Iteration 20F: 3 clusters Score -1.679595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355721 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16795956.000000 Penalty: 4154.293457
	Iteration 21Q: 3 clusters Score -1.679596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355719 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16795966.000000 Penalty: 4154.293457
	Iteration 22Q: 3 clusters Score -1.679597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355716 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16795986.000000 Penalty: 4154.293457
	Iteration 23Q: 3 clusters Score -1.679599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355714 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16795996.000000 Penalty: 4154.293457
	Iteration 24Q: 3 clusters Score -1.6796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355716 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16796024.000000 Penalty: 4154.293457
	Iteration 25Q: 3 clusters Score -1.679602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355712 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16796018.000000 Penalty: 4154.293457
	Iteration 26Q: 3 clusters Score -1.679602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355708 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16796020.000000 Penalty: 4154.293457
	Iteration 27Q: 3 clusters Score -1.679602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355706 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16796022.000000 Penalty: 4154.293457
	Iteration 28Q: 3 clusters Score -1.679602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355705 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16796020.000000 Penalty: 4154.293457
	Iteration 29Q: 3 clusters Score -1.679602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355704 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16796026.000000 Penalty: 4154.293457
	Iteration 30Q: 3 clusters Score -1.679603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355703 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16796020.000000 Penalty: 4154.293457
	Iteration 31Q: 3 clusters Score -1.679602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355702 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16796020.000000 Penalty: 4154.293457
	Iteration 32Q: 3 clusters Score -1.679602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355702 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16796020.000000 Penalty: 4154.293457
	Iteration 33F: 3 clusters Score -1.679602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -294375.000000 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -294375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -289773.500000 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -289773.5 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -291223.468750 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -291223.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -291434.406250 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -291434.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -291574.562500 Penalty: 2827.937500
	Iteration 3Q: 3 clusters Score -291574.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -291674.843750 Penalty: 2827.937500
	Iteration 4Q: 3 clusters Score -291674.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -291777.812500 Penalty: 2827.937500
	Iteration 5Q: 3 clusters Score -291777.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -291896.562500 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -291896.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -292009.031250 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -292009 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -292114.187500 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -292114.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -292210.656250 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -292210.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -292307.281250 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -292307.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -292430.781250 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -292430.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -292541.781250 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -292541.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -292642.000000 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -292642 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -292719.093750 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -292719.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -292783.531250 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -292783.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -292836.437500 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -292836.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -292875.937500 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -292875.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -292908.031250 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -292908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -292943.812500 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -292943.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -292970.375000 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -292970.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -292993.937500 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -292993.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -293013.187500 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -293013.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -293031.375000 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -293031.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -293053.125000 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -293053.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -293065.687500 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -293065.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -293078.437500 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -293078.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -293090.250000 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -293090.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -293096.750000 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -293096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -293100.562500 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -293100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -293107.187500 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -293107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -293110.687500 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -293110.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -293114.750000 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -293114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -293117.500000 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -293117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -293122.031250 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -293122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -293124.687500 Penalty: 2827.937500
	Iteration 35Q: 3 clusters Score -293124.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -293128.562500 Penalty: 2827.937500
	Iteration 36Q: 3 clusters Score -293128.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -293135.062500 Penalty: 2827.937500
	Iteration 37Q: 3 clusters Score -293135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -293138.187500 Penalty: 2827.937500
	Iteration 38Q: 3 clusters Score -293138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -293142.468750 Penalty: 2827.937500
	Iteration 39Q: 3 clusters Score -293142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -293145.750000 Penalty: 2827.937500
	Iteration 40F: 3 clusters Score -293145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -293148.250000 Penalty: 2827.937500
	Iteration 41Q: 3 clusters Score -293148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -293148.500000 Penalty: 2827.937500
	Iteration 42Q: 3 clusters Score -293148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -293149.375000 Penalty: 2827.937500
	Iteration 43Q: 3 clusters Score -293149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -293150.156250 Penalty: 2827.937500
	Iteration 44Q: 3 clusters Score -293150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -293151.375000 Penalty: 2827.937500
	Iteration 45Q: 3 clusters Score -293151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -293153.531250 Penalty: 2827.937500
	Iteration 46Q: 3 clusters Score -293153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -293153.562500 Penalty: 2827.937500
	Iteration 47Q: 3 clusters Score -293153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -293154.843750 Penalty: 2827.937500
	Iteration 48Q: 3 clusters Score -293154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -293154.718750 Penalty: 2827.937500
	Iteration 49Q: 3 clusters Score -293154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -293154.718750 Penalty: 2827.937500
	Iteration 50F: 3 clusters Score -293154.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Entering Unmasked Estep 
Score: -4421317.000000 Penalty: 1855.106567
	Iteration 0F: 2 clusters Score -4421317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -4360371.500000 Penalty: 3710.213135
	Iteration 0F: 3 clusters Score -4360372 nChanged 43439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -4385667.000000 Penalty: 3710.213135
	Iteration 1F: 3 clusters Score -4385667 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -4386711.500000 Penalty: 3710.213135
	Iteration 2Q: 3 clusters Score -4386712 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -4387986.500000 Penalty: 3710.213135
	Iteration 3Q: 3 clusters Score -4387986 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -4389456.500000 Penalty: 3710.213135
	Iteration 4Q: 3 clusters Score -4389456 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -4391214.000000 Penalty: 3710.213135
	Iteration 5Q: 3 clusters Score -4391214 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -4393396.500000 Penalty: 3710.213135
	Iteration 6Q: 3 clusters Score -4393396 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -4396212.000000 Penalty: 3710.213135
	Iteration 7F: 3 clusters Score -4396212 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -4399486.500000 Penalty: 3710.213135
	Iteration 8F: 3 clusters Score -4399486 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -4402581.000000 Penalty: 3710.213135
	Iteration 9F: 3 clusters Score -4402581 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -4405036.500000 Penalty: 3710.213135
	Iteration 10Q: 3 clusters Score -4405036 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -4406579.000000 Penalty: 3710.213135
	Iteration 11Q: 3 clusters Score -4406579 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -4407536.500000 Penalty: 3710.213135
	Iteration 12Q: 3 clusters Score -4407536 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -4408217.500000 Penalty: 3710.213135
	Iteration 13Q: 3 clusters Score -4408218 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -4408852.000000 Penalty: 3710.213135
	Iteration 14Q: 3 clusters Score -4408852 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -4409482.000000 Penalty: 3710.213135
	Iteration 15Q: 3 clusters Score -4409482 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -4410159.500000 Penalty: 3710.213135
	Iteration 16Q: 3 clusters Score -4410160 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -4410828.000000 Penalty: 3710.213135
	Iteration 17Q: 3 clusters Score -4410828 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -4411532.500000 Penalty: 3710.213135
	Iteration 18Q: 3 clusters Score -4411532 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -4412312.000000 Penalty: 3710.213135
	Iteration 19Q: 3 clusters Score -4412312 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -4413071.500000 Penalty: 3710.213135
	Iteration 20F: 3 clusters Score -4413072 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -4413846.500000 Penalty: 3710.213135
	Iteration 21Q: 3 clusters Score -4413846 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -4414697.500000 Penalty: 3710.213135
	Iteration 22Q: 3 clusters Score -4414698 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -4415472.500000 Penalty: 3710.213135
	Iteration 23Q: 3 clusters Score -4415472 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -4416190.500000 Penalty: 3710.213135
	Iteration 24Q: 3 clusters Score -4416190 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -4416906.500000 Penalty: 3710.213135
	Iteration 25Q: 3 clusters Score -4416906 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -4417545.500000 Penalty: 3710.213135
	Iteration 26Q: 3 clusters Score -4417546 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -4418048.000000 Penalty: 3710.213135
	Iteration 27Q: 3 clusters Score -4418048 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -4418493.000000 Penalty: 3710.213135
	Iteration 28Q: 3 clusters Score -4418493 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -4418825.000000 Penalty: 3710.213135
	Iteration 29Q: 3 clusters Score -4418825 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -4419085.000000 Penalty: 3710.213135
	Iteration 30Q: 3 clusters Score -4419085 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -4419304.000000 Penalty: 3710.213135
	Iteration 31Q: 3 clusters Score -4419304 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -4419489.000000 Penalty: 3710.213135
	Iteration 32Q: 3 clusters Score -4419489 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -4419625.000000 Penalty: 3710.213135
	Iteration 33Q: 3 clusters Score -4419625 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -4419737.500000 Penalty: 3710.213135
	Iteration 34Q: 3 clusters Score -4419738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -4419808.000000 Penalty: 3710.213135
	Iteration 35Q: 3 clusters Score -4419808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -4419839.500000 Penalty: 3710.213135
	Iteration 36Q: 3 clusters Score -4419840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 90065 members 
Entering Unmasked Estep 
Score: -4419870.000000 Penalty: 3710.213135
	Iteration 37Q: 3 clusters Score -4419870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -4419893.000000 Penalty: 3710.213135
	Iteration 38Q: 3 clusters Score -4419893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -4419908.000000 Penalty: 3710.213135
	Iteration 39Q: 3 clusters Score -4419908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -4419923.000000 Penalty: 3710.213135
	Iteration 40F: 3 clusters Score -4419923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 90119 members 
Entering Unmasked Estep 
Score: -4419929.500000 Penalty: 3710.213135
	Iteration 41Q: 3 clusters Score -4419930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -4419945.500000 Penalty: 3710.213135
	Iteration 42Q: 3 clusters Score -4419946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -4419952.000000 Penalty: 3710.213135
	Iteration 43Q: 3 clusters Score -4419952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -4419957.500000 Penalty: 3710.213135
	Iteration 44Q: 3 clusters Score -4419958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -4419964.000000 Penalty: 3710.213135
	Iteration 45Q: 3 clusters Score -4419964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -4419966.500000 Penalty: 3710.213135
	Iteration 46Q: 3 clusters Score -4419966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -4419967.500000 Penalty: 3710.213135
	Iteration 47Q: 3 clusters Score -4419968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -4419972.500000 Penalty: 3710.213135
	Iteration 48Q: 3 clusters Score -4419972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -4419974.000000 Penalty: 3710.213135
	Iteration 49Q: 3 clusters Score -4419974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -4419973.000000 Penalty: 3710.213135
	Iteration 50Q: 3 clusters Score -4419973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -4419971.000000 Penalty: 3710.213135
	Iteration 51Q: 3 clusters Score -4419971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -4419973.000000 Penalty: 3710.213135
	Iteration 52Q: 3 clusters Score -4419973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -4419975.000000 Penalty: 3710.213135
	Iteration 53Q: 3 clusters Score -4419975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -4419975.000000 Penalty: 3710.213135
	Iteration 54F: 3 clusters Score -4419975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244427 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355913 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518444.000000 Penalty: 26522.277344
Iteration 239Q: 13 clusters Score -3.751844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244427 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355914 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518456.000000 Penalty: 26522.277344
Iteration 240F: 13 clusters Score -3.751846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244427 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355917 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518468.000000 Penalty: 26522.277344
Iteration 241Q: 13 clusters Score -3.751847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244427 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355920 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518468.000000 Penalty: 26522.277344
Iteration 242Q: 13 clusters Score -3.751847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244427 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57914 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355923 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518452.000000 Penalty: 26522.277344
Iteration 243Q: 13 clusters Score -3.751845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244426 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355926 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518448.000000 Penalty: 26522.277344
Iteration 244Q: 13 clusters Score -3.751845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244426 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355929 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518444.000000 Penalty: 26522.277344
Iteration 245Q: 13 clusters Score -3.751844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244425 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355933 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518452.000000 Penalty: 26522.277344
Iteration 246Q: 13 clusters Score -3.751845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244425 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57916 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355935 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518452.000000 Penalty: 26522.277344
Iteration 247Q: 13 clusters Score -3.751845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244425 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57916 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355936 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518456.000000 Penalty: 26522.277344
Iteration 248Q: 13 clusters Score -3.751846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244425 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57916 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355936 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518456.000000 Penalty: 26522.277344
Iteration 249F: 13 clusters Score -3.751846e+07 nChanged 0
Entering ConstructFrom: 
Score: -37518456.000000 Penalty: 26522.277344
Entering ConstructFrom: 
Trying to split cluster 1 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -183869.343750 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -183869.3 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 1832 members 
Entering Unmasked Estep 
Score: -180732.140625 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -180732.1 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -181530.203125 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -181530.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -181667.156250 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -181667.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -181762.906250 Penalty: 2667.317139
	Iteration 3F: 3 clusters Score -181762.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -181837.968750 Penalty: 2667.317139
	Iteration 4Q: 3 clusters Score -181838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -181899.406250 Penalty: 2667.317139
	Iteration 5Q: 3 clusters Score -181899.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -181943.140625 Penalty: 2667.317139
	Iteration 6Q: 3 clusters Score -181943.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -181980.937500 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -181980.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -182019.203125 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -182019.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -182053.828125 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -182053.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -182086.828125 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -182086.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -182121.718750 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -182121.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -182165.171875 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -182165.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -182214.625000 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -182214.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -182253.265625 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -182253.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -182282.343750 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -182282.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -182309.937500 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -182309.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -182344.218750 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -182344.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -182369.453125 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -182369.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -182399.062500 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -182399.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -182434.203125 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -182434.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -182467.468750 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -182467.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -182495.296875 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -182495.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -182524.046875 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -182524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -182560.609375 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -182560.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -182594.609375 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -182594.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -182619.984375 Penalty: 2667.317139
	Iteration 26Q: 3 clusters Score -182620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -182638.671875 Penalty: 2667.317139
	Iteration 27Q: 3 clusters Score -182638.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -182665.265625 Penalty: 2667.317139
	Iteration 28Q: 3 clusters Score -182665.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -182684.796875 Penalty: 2667.317139
	Iteration 29Q: 3 clusters Score -182684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -182701.437500 Penalty: 2667.317139
	Iteration 30Q: 3 clusters Score -182701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -182711.031250 Penalty: 2667.317139
	Iteration 31Q: 3 clusters Score -182711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -182718.718750 Penalty: 2667.317139
	Iteration 32Q: 3 clusters Score -182718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -182723.718750 Penalty: 2667.317139
	Iteration 33Q: 3 clusters Score -182723.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -182731.671875 Penalty: 2667.317139
	Iteration 34Q: 3 clusters Score -182731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -182739.687500 Penalty: 2667.317139
	Iteration 35Q: 3 clusters Score -182739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -182750.203125 Penalty: 2667.317139
	Iteration 36Q: 3 clusters Score -182750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -182758.843750 Penalty: 2667.317139
	Iteration 37Q: 3 clusters Score -182758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -182765.484375 Penalty: 2667.317139
	Iteration 38Q: 3 clusters Score -182765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -182768.031250 Penalty: 2667.317139
	Iteration 39Q: 3 clusters Score -182768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -182775.484375 Penalty: 2667.317139
	Iteration 40F: 3 clusters Score -182775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -182781.015625 Penalty: 2667.317139
	Iteration 41Q: 3 clusters Score -182781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -182781.593750 Penalty: 2667.317139
	Iteration 42Q: 3 clusters Score -182781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -182782.406250 Penalty: 2667.317139
	Iteration 43Q: 3 clusters Score -182782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -182784.828125 Penalty: 2667.317139
	Iteration 44Q: 3 clusters Score -182784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -182786.171875 Penalty: 2667.317139
	Iteration 45Q: 3 clusters Score -182786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -182787.218750 Penalty: 2667.317139
	Iteration 46Q: 3 clusters Score -182787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -182787.593750 Penalty: 2667.317139
	Iteration 47Q: 3 clusters Score -182787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -182787.593750 Penalty: 2667.317139
	Iteration 48F: 3 clusters Score -182787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Entering Unmasked Estep 
Score: -511778.718750 Penalty: 1518.584229
	Iteration 0F: 2 clusters Score -511778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -503723.218750 Penalty: 3037.168457
	Iteration 0F: 3 clusters Score -503723.2 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -506755.718750 Penalty: 3037.168457
	Iteration 1F: 3 clusters Score -506755.7 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -507734.750000 Penalty: 3037.168457
	Iteration 2F: 3 clusters Score -507734.8 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -508871.218750 Penalty: 3037.168457
	Iteration 3F: 3 clusters Score -508871.2 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -509974.656250 Penalty: 3037.168457
	Iteration 4F: 3 clusters Score -509974.7 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -510730.406250 Penalty: 3037.168457
	Iteration 5F: 3 clusters Score -510730.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -511120.718750 Penalty: 3037.168457
	Iteration 6F: 3 clusters Score -511120.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -511333.312500 Penalty: 3037.168457
	Iteration 7Q: 3 clusters Score -511333.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -511474.406250 Penalty: 3037.168457
	Iteration 8Q: 3 clusters Score -511474.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -511580.843750 Penalty: 3037.168457
	Iteration 9Q: 3 clusters Score -511580.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -511661.343750 Penalty: 3037.168457
	Iteration 10Q: 3 clusters Score -511661.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -511725.218750 Penalty: 3037.168457
	Iteration 11Q: 3 clusters Score -511725.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -511781.718750 Penalty: 3037.168457
	Iteration 12Q: 3 clusters Score -511781.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -511842.312500 Penalty: 3037.168457
	Iteration 13Q: 3 clusters Score -511842.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -511907.125000 Penalty: 3037.168457
	Iteration 14Q: 3 clusters Score -511907.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -511965.531250 Penalty: 3037.168457
	Iteration 15Q: 3 clusters Score -511965.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -512004.937500 Penalty: 3037.168457
	Iteration 16Q: 3 clusters Score -512004.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -512028.125000 Penalty: 3037.168457
	Iteration 17Q: 3 clusters Score -512028.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -512041.281250 Penalty: 3037.168457
	Iteration 18Q: 3 clusters Score -512041.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -512047.656250 Penalty: 3037.168457
	Iteration 19Q: 3 clusters Score -512047.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -512051.000000 Penalty: 3037.168457
	Iteration 20F: 3 clusters Score -512051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -512052.843750 Penalty: 3037.168457
	Iteration 21Q: 3 clusters Score -512052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -512055.375000 Penalty: 3037.168457
	Iteration 22Q: 3 clusters Score -512055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -512062.656250 Penalty: 3037.168457
	Iteration 23Q: 3 clusters Score -512062.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -512065.437500 Penalty: 3037.168457
	Iteration 24Q: 3 clusters Score -512065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -512067.000000 Penalty: 3037.168457
	Iteration 25Q: 3 clusters Score -512067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -512067.875000 Penalty: 3037.168457
	Iteration 26Q: 3 clusters Score -512067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -512067.875000 Penalty: 3037.168457
	Iteration 27F: 3 clusters Score -512067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1129 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244425 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57916 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355936 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 90743 members 
Entering Unmasked Estep 
Score: -37517880.000000 Penalty: 28732.466797
Splitting cluster 4 changes total score from -37518456.000000 to -37517880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -170037.890625 Penalty: 1327.838989
	Iteration 0F: 2 clusters Score -170037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -166980.328125 Penalty: 2655.677979
	Iteration 0F: 3 clusters Score -166980.3 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -167696.000000 Penalty: 2655.677979
	Iteration 1F: 3 clusters Score -167696 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -167829.859375 Penalty: 2655.677979
	Iteration 2F: 3 clusters Score -167829.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -167937.531250 Penalty: 2655.677979
	Iteration 3F: 3 clusters Score -167937.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -168010.093750 Penalty: 2655.677979
	Iteration 4Q: 3 clusters Score -168010.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -168060.078125 Penalty: 2655.677979
	Iteration 5Q: 3 clusters Score -168060.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -168107.328125 Penalty: 2655.677979
	Iteration 6Q: 3 clusters Score -168107.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -168181.593750 Penalty: 2655.677979
	Iteration 7Q: 3 clusters Score -168181.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -168263.921875 Penalty: 2655.677979
	Iteration 8Q: 3 clusters Score -168263.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -168349.093750 Penalty: 2655.677979
	Iteration 9Q: 3 clusters Score -168349.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -168440.203125 Penalty: 2655.677979
	Iteration 10Q: 3 clusters Score -168440.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -168536.953125 Penalty: 2655.677979
	Iteration 11Q: 3 clusters Score -168537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -168621.593750 Penalty: 2655.677979
	Iteration 12Q: 3 clusters Score -168621.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -168718.515625 Penalty: 2655.677979
	Iteration 13Q: 3 clusters Score -168718.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -168814.984375 Penalty: 2655.677979
	Iteration 14Q: 3 clusters Score -168815 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -168914.218750 Penalty: 2655.677979
	Iteration 15Q: 3 clusters Score -168914.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -169040.968750 Penalty: 2655.677979
	Iteration 16Q: 3 clusters Score -169041 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -169148.640625 Penalty: 2655.677979
	Iteration 17Q: 3 clusters Score -169148.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -169258.359375 Penalty: 2655.677979
	Iteration 18Q: 3 clusters Score -169258.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -169328.734375 Penalty: 2655.677979
	Iteration 19Q: 3 clusters Score -169328.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -169373.906250 Penalty: 2655.677979
	Iteration 20F: 3 clusters Score -169373.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -169416.687500 Penalty: 2655.677979
	Iteration 21Q: 3 clusters Score -169416.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -169445.359375 Penalty: 2655.677979
	Iteration 22Q: 3 clusters Score -169445.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -169471.109375 Penalty: 2655.677979
	Iteration 23Q: 3 clusters Score -169471.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -169493.531250 Penalty: 2655.677979
	Iteration 24Q: 3 clusters Score -169493.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -169509.234375 Penalty: 2655.677979
	Iteration 25Q: 3 clusters Score -169509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -169518.906250 Penalty: 2655.677979
	Iteration 26Q: 3 clusters Score -169518.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -169527.828125 Penalty: 2655.677979
	Iteration 27Q: 3 clusters Score -169527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -169530.765625 Penalty: 2655.677979
	Iteration 28Q: 3 clusters Score -169530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -169533.546875 Penalty: 2655.677979
	Iteration 29Q: 3 clusters Score -169533.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -169535.781250 Penalty: 2655.677979
	Iteration 30Q: 3 clusters Score -169535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -169536.234375 Penalty: 2655.677979
	Iteration 31Q: 3 clusters Score -169536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -169536.234375 Penalty: 2655.677979
	Iteration 32F: 3 clusters Score -169536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (244425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244425 members 
Entering Unmasked Estep 
Score: -11902948.000000 Penalty: 2016.082886
	Iteration 0F: 2 clusters Score -1.190295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -11737871.000000 Penalty: 4032.165771
	Iteration 0F: 3 clusters Score -1.173787e+07 nChanged 119011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120112 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -11809051.000000 Penalty: 4032.165771
	Iteration 1F: 3 clusters Score -1.180905e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -11810628.000000 Penalty: 4032.165771
	Iteration 2Q: 3 clusters Score -1.181063e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116724 members 
Mstep: Class 2 contains 127701 members 
Entering Unmasked Estep 
Score: -11812974.000000 Penalty: 4032.165771
	Iteration 3Q: 3 clusters Score -1.181297e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 130703 members 
Entering Unmasked Estep 
Score: -11816261.000000 Penalty: 4032.165771
	Iteration 4Q: 3 clusters Score -1.181626e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -11821286.000000 Penalty: 4032.165771
	Iteration 5Q: 3 clusters Score -1.182129e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -11828997.000000 Penalty: 4032.165771
	Iteration 6F: 3 clusters Score -1.1829e+07 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 147130 members 
Entering Unmasked Estep 
Score: -11840439.000000 Penalty: 4032.165771
	Iteration 7F: 3 clusters Score -1.184044e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -11853775.000000 Penalty: 4032.165771
	Iteration 8F: 3 clusters Score -1.185378e+07 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -11864139.000000 Penalty: 4032.165771
	Iteration 9F: 3 clusters Score -1.186414e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 161679 members 
Entering Unmasked Estep 
Score: -11869199.000000 Penalty: 4032.165771
	Iteration 10Q: 3 clusters Score -1.18692e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -11871436.000000 Penalty: 4032.165771
	Iteration 11Q: 3 clusters Score -1.187144e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -11872998.000000 Penalty: 4032.165771
	Iteration 12Q: 3 clusters Score -1.1873e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 172563 members 
Entering Unmasked Estep 
Score: -11874587.000000 Penalty: 4032.165771
	Iteration 13Q: 3 clusters Score -1.187459e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 176442 members 
Entering Unmasked Estep 
Score: -11876136.000000 Penalty: 4032.165771
	Iteration 14Q: 3 clusters Score -1.187614e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 180546 members 
Entering Unmasked Estep 
Score: -11877871.000000 Penalty: 4032.165771
	Iteration 15Q: 3 clusters Score -1.187787e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 184510 members 
Entering Unmasked Estep 
Score: -11879372.000000 Penalty: 4032.165771
	Iteration 16Q: 3 clusters Score -1.187937e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 188529 members 
Entering Unmasked Estep 
Score: -11881108.000000 Penalty: 4032.165771
	Iteration 17Q: 3 clusters Score -1.188111e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 192342 members 
Entering Unmasked Estep 
Score: -11882472.000000 Penalty: 4032.165771
	Iteration 18Q: 3 clusters Score -1.188247e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 196092 members 
Entering Unmasked Estep 
Score: -11883879.000000 Penalty: 4032.165771
	Iteration 19Q: 3 clusters Score -1.188388e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 199763 members 
Entering Unmasked Estep 
Score: -11885324.000000 Penalty: 4032.165771
	Iteration 20F: 3 clusters Score -1.188532e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 203332 members 
Entering Unmasked Estep 
Score: -11886668.000000 Penalty: 4032.165771
	Iteration 21Q: 3 clusters Score -1.188667e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 206817 members 
Entering Unmasked Estep 
Score: -11887847.000000 Penalty: 4032.165771
	Iteration 22Q: 3 clusters Score -1.188785e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 210121 members 
Entering Unmasked Estep 
Score: -11889049.000000 Penalty: 4032.165771
	Iteration 23Q: 3 clusters Score -1.188905e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 213323 members 
Entering Unmasked Estep 
Score: -11890197.000000 Penalty: 4032.165771
	Iteration 24Q: 3 clusters Score -1.18902e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 216435 members 
Entering Unmasked Estep 
Score: -11891273.000000 Penalty: 4032.165771
	Iteration 25Q: 3 clusters Score -1.189127e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 219410 members 
Entering Unmasked Estep 
Score: -11892434.000000 Penalty: 4032.165771
	Iteration 26Q: 3 clusters Score -1.189243e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 222215 members 
Entering Unmasked Estep 
Score: -11893508.000000 Penalty: 4032.165771
	Iteration 27Q: 3 clusters Score -1.189351e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 224798 members 
Entering Unmasked Estep 
Score: -11894542.000000 Penalty: 4032.165771
	Iteration 28Q: 3 clusters Score -1.189454e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 227338 members 
Entering Unmasked Estep 
Score: -11895620.000000 Penalty: 4032.165771
	Iteration 29Q: 3 clusters Score -1.189562e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 229671 members 
Entering Unmasked Estep 
Score: -11896676.000000 Penalty: 4032.165771
	Iteration 30Q: 3 clusters Score -1.189668e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 231691 members 
Entering Unmasked Estep 
Score: -11897523.000000 Penalty: 4032.165771
	Iteration 31Q: 3 clusters Score -1.189752e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 233542 members 
Entering Unmasked Estep 
Score: -11898254.000000 Penalty: 4032.165771
	Iteration 32Q: 3 clusters Score -1.189825e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 235146 members 
Entering Unmasked Estep 
Score: -11898909.000000 Penalty: 4032.165771
	Iteration 33Q: 3 clusters Score -1.189891e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 236521 members 
Entering Unmasked Estep 
Score: -11899421.000000 Penalty: 4032.165771
	Iteration 34Q: 3 clusters Score -1.189942e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 237629 members 
Entering Unmasked Estep 
Score: -11899804.000000 Penalty: 4032.165771
	Iteration 35Q: 3 clusters Score -1.18998e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 238537 members 
Entering Unmasked Estep 
Score: -11900098.000000 Penalty: 4032.165771
	Iteration 36Q: 3 clusters Score -1.19001e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 239260 members 
Entering Unmasked Estep 
Score: -11900344.000000 Penalty: 4032.165771
	Iteration 37Q: 3 clusters Score -1.190034e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 239873 members 
Entering Unmasked Estep 
Score: -11900545.000000 Penalty: 4032.165771
	Iteration 38Q: 3 clusters Score -1.190054e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 240368 members 
Entering Unmasked Estep 
Score: -11900685.000000 Penalty: 4032.165771
	Iteration 39Q: 3 clusters Score -1.190068e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 240785 members 
Entering Unmasked Estep 
Score: -11900786.000000 Penalty: 4032.165771
	Iteration 40F: 3 clusters Score -1.190079e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 241129 members 
Entering Unmasked Estep 
Score: -11900895.000000 Penalty: 4032.165771
	Iteration 41Q: 3 clusters Score -1.19009e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 241403 members 
Entering Unmasked Estep 
Score: -11900984.000000 Penalty: 4032.165771
	Iteration 42Q: 3 clusters Score -1.190098e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 241641 members 
Entering Unmasked Estep 
Score: -11901022.000000 Penalty: 4032.165771
	Iteration 43Q: 3 clusters Score -1.190102e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 241837 members 
Entering Unmasked Estep 
Score: -11901108.000000 Penalty: 4032.165771
	Iteration 44Q: 3 clusters Score -1.190111e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 241995 members 
Entering Unmasked Estep 
Score: -11901111.000000 Penalty: 4032.165771
	Iteration 45Q: 3 clusters Score -1.190111e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 242132 members 
Entering Unmasked Estep 
Score: -11901145.000000 Penalty: 4032.165771
	Iteration 46Q: 3 clusters Score -1.190114e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 242251 members 
Entering Unmasked Estep 
Score: -11901191.000000 Penalty: 4032.165771
	Iteration 47Q: 3 clusters Score -1.190119e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 242355 members 
Entering Unmasked Estep 
Score: -11901224.000000 Penalty: 4032.165771
	Iteration 48Q: 3 clusters Score -1.190122e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 242440 members 
Entering Unmasked Estep 
Score: -11901255.000000 Penalty: 4032.165771
	Iteration 49Q: 3 clusters Score -1.190126e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 242504 members 
Entering Unmasked Estep 
Score: -11901300.000000 Penalty: 4032.165771
	Iteration 50Q: 3 clusters Score -1.19013e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 242561 members 
Entering Unmasked Estep 
Score: -11901315.000000 Penalty: 4032.165771
	Iteration 51Q: 3 clusters Score -1.190132e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 242612 members 
Entering Unmasked Estep 
Score: -11901325.000000 Penalty: 4032.165771
	Iteration 52Q: 3 clusters Score -1.190132e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 242653 members 
Entering Unmasked Estep 
Score: -11901321.000000 Penalty: 4032.165771
	Iteration 53Q: 3 clusters Score -1.190132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 242683 members 
Entering Unmasked Estep 
Score: -11901354.000000 Penalty: 4032.165771
	Iteration 54Q: 3 clusters Score -1.190135e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 242705 members 
Entering Unmasked Estep 
Score: -11901363.000000 Penalty: 4032.165771
	Iteration 55Q: 3 clusters Score -1.190136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 242724 members 
Entering Unmasked Estep 
Score: -11901366.000000 Penalty: 4032.165771
	Iteration 56Q: 3 clusters Score -1.190137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 242746 members 
Entering Unmasked Estep 
Score: -11901381.000000 Penalty: 4032.165771
	Iteration 57Q: 3 clusters Score -1.190138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 242770 members 
Entering Unmasked Estep 
Score: -11901393.000000 Penalty: 4032.165771
	Iteration 58Q: 3 clusters Score -1.190139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 242792 members 
Entering Unmasked Estep 
Score: -11901397.000000 Penalty: 4032.165771
	Iteration 59Q: 3 clusters Score -1.19014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 242813 members 
Entering Unmasked Estep 
Score: -11901387.000000 Penalty: 4032.165771
	Iteration 60F: 3 clusters Score -1.190139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 242827 members 
Entering Unmasked Estep 
Score: -11901383.000000 Penalty: 4032.165771
	Iteration 61Q: 3 clusters Score -1.190138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 242834 members 
Entering Unmasked Estep 
Score: -11901397.000000 Penalty: 4032.165771
	Iteration 62Q: 3 clusters Score -1.19014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 242851 members 
Entering Unmasked Estep 
Score: -11901394.000000 Penalty: 4032.165771
	Iteration 63Q: 3 clusters Score -1.190139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 242867 members 
Entering Unmasked Estep 
Score: -11901400.000000 Penalty: 4032.165771
	Iteration 64Q: 3 clusters Score -1.19014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 242892 members 
Entering Unmasked Estep 
Score: -11901414.000000 Penalty: 4032.165771
	Iteration 65Q: 3 clusters Score -1.190141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 242921 members 
Entering Unmasked Estep 
Score: -11901419.000000 Penalty: 4032.165771
	Iteration 66Q: 3 clusters Score -1.190142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 242936 members 
Entering Unmasked Estep 
Score: -11901435.000000 Penalty: 4032.165771
	Iteration 67Q: 3 clusters Score -1.190144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 242955 members 
Entering Unmasked Estep 
Score: -11901435.000000 Penalty: 4032.165771
	Iteration 68Q: 3 clusters Score -1.190144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 242975 members 
Entering Unmasked Estep 
Score: -11901442.000000 Penalty: 4032.165771
	Iteration 69Q: 3 clusters Score -1.190144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 242993 members 
Entering Unmasked Estep 
Score: -11901433.000000 Penalty: 4032.165771
	Iteration 70Q: 3 clusters Score -1.190143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 243014 members 
Entering Unmasked Estep 
Score: -11901460.000000 Penalty: 4032.165771
	Iteration 71Q: 3 clusters Score -1.190146e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 243040 members 
Entering Unmasked Estep 
Score: -11901488.000000 Penalty: 4032.165771
	Iteration 72Q: 3 clusters Score -1.190149e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 243075 members 
Entering Unmasked Estep 
Score: -11901507.000000 Penalty: 4032.165771
	Iteration 73Q: 3 clusters Score -1.190151e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 243110 members 
Entering Unmasked Estep 
Score: -11901529.000000 Penalty: 4032.165771
	Iteration 74Q: 3 clusters Score -1.190153e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 243151 members 
Entering Unmasked Estep 
Score: -11901571.000000 Penalty: 4032.165771
	Iteration 75Q: 3 clusters Score -1.190157e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 243176 members 
Entering Unmasked Estep 
Score: -11901625.000000 Penalty: 4032.165771
	Iteration 76Q: 3 clusters Score -1.190162e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 243183 members 
Entering Unmasked Estep 
Score: -11901675.000000 Penalty: 4032.165771
	Iteration 77Q: 3 clusters Score -1.190168e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 243199 members 
Entering Unmasked Estep 
Score: -11901696.000000 Penalty: 4032.165771
	Iteration 78Q: 3 clusters Score -1.19017e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 243199 members 
Entering Unmasked Estep 
Score: -11901709.000000 Penalty: 4032.165771
	Iteration 79Q: 3 clusters Score -1.190171e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 243187 members 
Entering Unmasked Estep 
Score: -11901714.000000 Penalty: 4032.165771
	Iteration 80F: 3 clusters Score -1.190171e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 243181 members 
Entering Unmasked Estep 
Score: -11901727.000000 Penalty: 4032.165771
	Iteration 81Q: 3 clusters Score -1.190173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 243180 members 
Entering Unmasked Estep 
Score: -11901750.000000 Penalty: 4032.165771
	Iteration 82Q: 3 clusters Score -1.190175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 243179 members 
Entering Unmasked Estep 
Score: -11901761.000000 Penalty: 4032.165771
	Iteration 83Q: 3 clusters Score -1.190176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 243167 members 
Entering Unmasked Estep 
Score: -11901760.000000 Penalty: 4032.165771
	Iteration 84Q: 3 clusters Score -1.190176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 243159 members 
Entering Unmasked Estep 
Score: -11901765.000000 Penalty: 4032.165771
	Iteration 85Q: 3 clusters Score -1.190176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 243158 members 
Entering Unmasked Estep 
Score: -11901776.000000 Penalty: 4032.165771
	Iteration 86Q: 3 clusters Score -1.190178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 243152 members 
Entering Unmasked Estep 
Score: -11901781.000000 Penalty: 4032.165771
	Iteration 87Q: 3 clusters Score -1.190178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 243144 members 
Entering Unmasked Estep 
Score: -11901790.000000 Penalty: 4032.165771
	Iteration 88Q: 3 clusters Score -1.190179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 243137 members 
Entering Unmasked Estep 
Score: -11901793.000000 Penalty: 4032.165771
	Iteration 89Q: 3 clusters Score -1.190179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 243132 members 
Entering Unmasked Estep 
Score: -11901781.000000 Penalty: 4032.165771
	Iteration 90Q: 3 clusters Score -1.190178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 243126 members 
Entering Unmasked Estep 
Score: -11901780.000000 Penalty: 4032.165771
	Iteration 91Q: 3 clusters Score -1.190178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 243125 members 
Entering Unmasked Estep 
Score: -11901781.000000 Penalty: 4032.165771
	Iteration 92Q: 3 clusters Score -1.190178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 243124 members 
Entering Unmasked Estep 
Score: -11901792.000000 Penalty: 4032.165771
	Iteration 93Q: 3 clusters Score -1.190179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 243121 members 
Entering Unmasked Estep 
Score: -11901796.000000 Penalty: 4032.165771
	Iteration 94Q: 3 clusters Score -1.19018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 243115 members 
Entering Unmasked Estep 
Score: -11901785.000000 Penalty: 4032.165771
	Iteration 95Q: 3 clusters Score -1.190178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 243111 members 
Entering Unmasked Estep 
Score: -11901794.000000 Penalty: 4032.165771
	Iteration 96Q: 3 clusters Score -1.190179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 243113 members 
Entering Unmasked Estep 
Score: -11901791.000000 Penalty: 4032.165771
	Iteration 97Q: 3 clusters Score -1.190179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 243112 members 
Entering Unmasked Estep 
Score: -11901794.000000 Penalty: 4032.165771
	Iteration 98Q: 3 clusters Score -1.190179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 243111 members 
Entering Unmasked Estep 
Score: -11901797.000000 Penalty: 4032.165771
	Iteration 99Q: 3 clusters Score -1.19018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 243112 members 
Entering Unmasked Estep 
Score: -11901790.000000 Penalty: 4032.165771
	Iteration 100F: 3 clusters Score -1.190179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 243114 members 
Entering Unmasked Estep 
Score: -11901785.000000 Penalty: 4032.165771
	Iteration 101Q: 3 clusters Score -1.190178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 243113 members 
Entering Unmasked Estep 
Score: -11901797.000000 Penalty: 4032.165771
	Iteration 102Q: 3 clusters Score -1.19018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 243112 members 
Entering Unmasked Estep 
Score: -11901797.000000 Penalty: 4032.165771
	Iteration 103Q: 3 clusters Score -1.19018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 243114 members 
Entering Unmasked Estep 
Score: -11901794.000000 Penalty: 4032.165771
	Iteration 104Q: 3 clusters Score -1.190179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 243116 members 
Entering Unmasked Estep 
Score: -11901798.000000 Penalty: 4032.165771
	Iteration 105Q: 3 clusters Score -1.19018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 243120 members 
Entering Unmasked Estep 
Score: -11901798.000000 Penalty: 4032.165771
	Iteration 106Q: 3 clusters Score -1.19018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 243122 members 
Entering Unmasked Estep 
Score: -11901792.000000 Penalty: 4032.165771
	Iteration 107Q: 3 clusters Score -1.190179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 243119 members 
Entering Unmasked Estep 
Score: -11901800.000000 Penalty: 4032.165771
	Iteration 108Q: 3 clusters Score -1.19018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 243121 members 
Entering Unmasked Estep 
Score: -11901792.000000 Penalty: 4032.165771
	Iteration 109Q: 3 clusters Score -1.190179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 243118 members 
Entering Unmasked Estep 
Score: -11901799.000000 Penalty: 4032.165771
	Iteration 110Q: 3 clusters Score -1.19018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 243111 members 
Entering Unmasked Estep 
Score: -11901804.000000 Penalty: 4032.165771
	Iteration 111Q: 3 clusters Score -1.19018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 243112 members 
Entering Unmasked Estep 
Score: -11901803.000000 Penalty: 4032.165771
	Iteration 112Q: 3 clusters Score -1.19018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 243113 members 
Entering Unmasked Estep 
Score: -11901819.000000 Penalty: 4032.165771
	Iteration 113Q: 3 clusters Score -1.190182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 243111 members 
Entering Unmasked Estep 
Score: -11901823.000000 Penalty: 4032.165771
	Iteration 114Q: 3 clusters Score -1.190182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 243111 members 
Entering Unmasked Estep 
Score: -11901830.000000 Penalty: 4032.165771
	Iteration 115Q: 3 clusters Score -1.190183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 243112 members 
Entering Unmasked Estep 
Score: -11901822.000000 Penalty: 4032.165771
	Iteration 116Q: 3 clusters Score -1.190182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 243112 members 
Entering Unmasked Estep 
Score: -11901820.000000 Penalty: 4032.165771
	Iteration 117Q: 3 clusters Score -1.190182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 243112 members 
Entering Unmasked Estep 
Score: -11901825.000000 Penalty: 4032.165771
	Iteration 118Q: 3 clusters Score -1.190182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 243113 members 
Entering Unmasked Estep 
Score: -11901818.000000 Penalty: 4032.165771
	Iteration 119Q: 3 clusters Score -1.190182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 243113 members 
Entering Unmasked Estep 
Score: -11901818.000000 Penalty: 4032.165771
	Iteration 120F: 3 clusters Score -1.190182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -332217.375000 Penalty: 1433.699219
	Iteration 0F: 2 clusters Score -332217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -327026.000000 Penalty: 2867.398438
	Iteration 0F: 3 clusters Score -327026 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -328696.218750 Penalty: 2867.398438
	Iteration 1F: 3 clusters Score -328696.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -328982.875000 Penalty: 2867.398438
	Iteration 2F: 3 clusters Score -328982.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -329228.156250 Penalty: 2867.398438
	Iteration 3F: 3 clusters Score -329228.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -329485.625000 Penalty: 2867.398438
	Iteration 4F: 3 clusters Score -329485.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -329728.781250 Penalty: 2867.398438
	Iteration 5F: 3 clusters Score -329728.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -329947.187500 Penalty: 2867.398438
	Iteration 6Q: 3 clusters Score -329947.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -330134.656250 Penalty: 2867.398438
	Iteration 7Q: 3 clusters Score -330134.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -330307.218750 Penalty: 2867.398438
	Iteration 8Q: 3 clusters Score -330307.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -330444.156250 Penalty: 2867.398438
	Iteration 9Q: 3 clusters Score -330444.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -330531.062500 Penalty: 2867.398438
	Iteration 10Q: 3 clusters Score -330531.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -330631.343750 Penalty: 2867.398438
	Iteration 11Q: 3 clusters Score -330631.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -330694.968750 Penalty: 2867.398438
	Iteration 12Q: 3 clusters Score -330695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -330733.312500 Penalty: 2867.398438
	Iteration 13Q: 3 clusters Score -330733.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -330768.562500 Penalty: 2867.398438
	Iteration 14Q: 3 clusters Score -330768.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -330800.843750 Penalty: 2867.398438
	Iteration 15Q: 3 clusters Score -330800.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -330833.375000 Penalty: 2867.398438
	Iteration 16Q: 3 clusters Score -330833.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -330857.781250 Penalty: 2867.398438
	Iteration 17Q: 3 clusters Score -330857.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -330876.031250 Penalty: 2867.398438
	Iteration 18Q: 3 clusters Score -330876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -330890.156250 Penalty: 2867.398438
	Iteration 19Q: 3 clusters Score -330890.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -330904.062500 Penalty: 2867.398438
	Iteration 20F: 3 clusters Score -330904.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -330920.937500 Penalty: 2867.398438
	Iteration 21Q: 3 clusters Score -330920.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -330935.625000 Penalty: 2867.398438
	Iteration 22Q: 3 clusters Score -330935.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -330952.531250 Penalty: 2867.398438
	Iteration 23Q: 3 clusters Score -330952.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -330966.156250 Penalty: 2867.398438
	Iteration 24Q: 3 clusters Score -330966.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -330983.968750 Penalty: 2867.398438
	Iteration 25Q: 3 clusters Score -330984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -330999.781250 Penalty: 2867.398438
	Iteration 26Q: 3 clusters Score -330999.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -331012.656250 Penalty: 2867.398438
	Iteration 27Q: 3 clusters Score -331012.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -331026.562500 Penalty: 2867.398438
	Iteration 28Q: 3 clusters Score -331026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -331035.875000 Penalty: 2867.398438
	Iteration 29Q: 3 clusters Score -331035.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -331043.343750 Penalty: 2867.398438
	Iteration 30Q: 3 clusters Score -331043.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -331047.562500 Penalty: 2867.398438
	Iteration 31Q: 3 clusters Score -331047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -331051.031250 Penalty: 2867.398438
	Iteration 32Q: 3 clusters Score -331051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -331057.718750 Penalty: 2867.398438
	Iteration 33Q: 3 clusters Score -331057.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -331065.906250 Penalty: 2867.398438
	Iteration 34Q: 3 clusters Score -331065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -331070.812500 Penalty: 2867.398438
	Iteration 35Q: 3 clusters Score -331070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -331073.812500 Penalty: 2867.398438
	Iteration 36Q: 3 clusters Score -331073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -331076.218750 Penalty: 2867.398438
	Iteration 37Q: 3 clusters Score -331076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -331075.875000 Penalty: 2867.398438
	Iteration 38Q: 3 clusters Score -331075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -331078.218750 Penalty: 2867.398438
	Iteration 39Q: 3 clusters Score -331078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -331078.875000 Penalty: 2867.398438
	Iteration 40F: 3 clusters Score -331078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -331080.437500 Penalty: 2867.398438
	Iteration 41Q: 3 clusters Score -331080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -331081.875000 Penalty: 2867.398438
	Iteration 42Q: 3 clusters Score -331081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -331081.875000 Penalty: 2867.398438
	Iteration 43F: 3 clusters Score -331081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -359479.031250 Penalty: 1449.715088
	Iteration 0F: 2 clusters Score -359479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -353929.593750 Penalty: 2899.430176
	Iteration 0F: 3 clusters Score -353929.6 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -355657.093750 Penalty: 2899.430176
	Iteration 1F: 3 clusters Score -355657.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -355840.812500 Penalty: 2899.430176
	Iteration 2F: 3 clusters Score -355840.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -355946.437500 Penalty: 2899.430176
	Iteration 3Q: 3 clusters Score -355946.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -356025.750000 Penalty: 2899.430176
	Iteration 4Q: 3 clusters Score -356025.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -356081.562500 Penalty: 2899.430176
	Iteration 5Q: 3 clusters Score -356081.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -356142.968750 Penalty: 2899.430176
	Iteration 6Q: 3 clusters Score -356143 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -356211.750000 Penalty: 2899.430176
	Iteration 7Q: 3 clusters Score -356211.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -356280.312500 Penalty: 2899.430176
	Iteration 8Q: 3 clusters Score -356280.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -356342.593750 Penalty: 2899.430176
	Iteration 9Q: 3 clusters Score -356342.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -356410.593750 Penalty: 2899.430176
	Iteration 10Q: 3 clusters Score -356410.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -356475.093750 Penalty: 2899.430176
	Iteration 11Q: 3 clusters Score -356475.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -356570.812500 Penalty: 2899.430176
	Iteration 12Q: 3 clusters Score -356570.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -356688.000000 Penalty: 2899.430176
	Iteration 13Q: 3 clusters Score -356688 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -356832.687500 Penalty: 2899.430176
	Iteration 14Q: 3 clusters Score -356832.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -356981.750000 Penalty: 2899.430176
	Iteration 15Q: 3 clusters Score -356981.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -357100.656250 Penalty: 2899.430176
	Iteration 16Q: 3 clusters Score -357100.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -357193.000000 Penalty: 2899.430176
	Iteration 17Q: 3 clusters Score -357193 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -357281.031250 Penalty: 2899.430176
	Iteration 18Q: 3 clusters Score -357281 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -357350.687500 Penalty: 2899.430176
	Iteration 19Q: 3 clusters Score -357350.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -357411.125000 Penalty: 2899.430176
	Iteration 20F: 3 clusters Score -357411.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -357462.593750 Penalty: 2899.430176
	Iteration 21Q: 3 clusters Score -357462.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -357508.093750 Penalty: 2899.430176
	Iteration 22Q: 3 clusters Score -357508.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -357553.687500 Penalty: 2899.430176
	Iteration 23Q: 3 clusters Score -357553.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -357591.937500 Penalty: 2899.430176
	Iteration 24Q: 3 clusters Score -357591.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -357627.593750 Penalty: 2899.430176
	Iteration 25Q: 3 clusters Score -357627.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -357658.937500 Penalty: 2899.430176
	Iteration 26Q: 3 clusters Score -357658.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -357690.812500 Penalty: 2899.430176
	Iteration 27Q: 3 clusters Score -357690.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -357715.718750 Penalty: 2899.430176
	Iteration 28Q: 3 clusters Score -357715.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -357732.843750 Penalty: 2899.430176
	Iteration 29Q: 3 clusters Score -357732.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -357752.531250 Penalty: 2899.430176
	Iteration 30Q: 3 clusters Score -357752.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -357773.593750 Penalty: 2899.430176
	Iteration 31Q: 3 clusters Score -357773.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -357793.687500 Penalty: 2899.430176
	Iteration 32Q: 3 clusters Score -357793.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -357811.343750 Penalty: 2899.430176
	Iteration 33Q: 3 clusters Score -357811.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -357831.875000 Penalty: 2899.430176
	Iteration 34Q: 3 clusters Score -357831.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -357857.656250 Penalty: 2899.430176
	Iteration 35Q: 3 clusters Score -357857.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -357879.500000 Penalty: 2899.430176
	Iteration 36Q: 3 clusters Score -357879.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -357894.781250 Penalty: 2899.430176
	Iteration 37Q: 3 clusters Score -357894.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -357913.375000 Penalty: 2899.430176
	Iteration 38Q: 3 clusters Score -357913.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -357933.812500 Penalty: 2899.430176
	Iteration 39Q: 3 clusters Score -357933.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -357949.437500 Penalty: 2899.430176
	Iteration 40F: 3 clusters Score -357949.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -357964.468750 Penalty: 2899.430176
	Iteration 41Q: 3 clusters Score -357964.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -357977.562500 Penalty: 2899.430176
	Iteration 42Q: 3 clusters Score -357977.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -357991.500000 Penalty: 2899.430176
	Iteration 43Q: 3 clusters Score -357991.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -358005.062500 Penalty: 2899.430176
	Iteration 44Q: 3 clusters Score -358005.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -358017.437500 Penalty: 2899.430176
	Iteration 45Q: 3 clusters Score -358017.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -358033.031250 Penalty: 2899.430176
	Iteration 46Q: 3 clusters Score -358033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -358047.906250 Penalty: 2899.430176
	Iteration 47Q: 3 clusters Score -358047.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -358058.218750 Penalty: 2899.430176
	Iteration 48Q: 3 clusters Score -358058.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -358075.281250 Penalty: 2899.430176
	Iteration 49Q: 3 clusters Score -358075.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -358085.312500 Penalty: 2899.430176
	Iteration 50Q: 3 clusters Score -358085.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -358093.781250 Penalty: 2899.430176
	Iteration 51Q: 3 clusters Score -358093.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -358103.843750 Penalty: 2899.430176
	Iteration 52Q: 3 clusters Score -358103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -358113.312500 Penalty: 2899.430176
	Iteration 53Q: 3 clusters Score -358113.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -358123.187500 Penalty: 2899.430176
	Iteration 54Q: 3 clusters Score -358123.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -358135.437500 Penalty: 2899.430176
	Iteration 55Q: 3 clusters Score -358135.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -358147.093750 Penalty: 2899.430176
	Iteration 56Q: 3 clusters Score -358147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -358149.500000 Penalty: 2899.430176
	Iteration 57Q: 3 clusters Score -358149.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -358157.281250 Penalty: 2899.430176
	Iteration 58Q: 3 clusters Score -358157.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -358165.968750 Penalty: 2899.430176
	Iteration 59Q: 3 clusters Score -358166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -358170.281250 Penalty: 2899.430176
	Iteration 60F: 3 clusters Score -358170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -358174.093750 Penalty: 2899.430176
	Iteration 61Q: 3 clusters Score -358174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -358177.687500 Penalty: 2899.430176
	Iteration 62Q: 3 clusters Score -358177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -358183.562500 Penalty: 2899.430176
	Iteration 63Q: 3 clusters Score -358183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -358189.875000 Penalty: 2899.430176
	Iteration 64Q: 3 clusters Score -358189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -358192.437500 Penalty: 2899.430176
	Iteration 65Q: 3 clusters Score -358192.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -358195.718750 Penalty: 2899.430176
	Iteration 66Q: 3 clusters Score -358195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -358198.812500 Penalty: 2899.430176
	Iteration 67Q: 3 clusters Score -358198.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -358202.437500 Penalty: 2899.430176
	Iteration 68Q: 3 clusters Score -358202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -358203.125000 Penalty: 2899.430176
	Iteration 69Q: 3 clusters Score -358203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -358205.031250 Penalty: 2899.430176
	Iteration 70Q: 3 clusters Score -358205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -358204.718750 Penalty: 2899.430176
	Iteration 71Q: 3 clusters Score -358204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -358206.375000 Penalty: 2899.430176
	Iteration 72Q: 3 clusters Score -358206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -358206.562500 Penalty: 2899.430176
	Iteration 73Q: 3 clusters Score -358206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -358207.687500 Penalty: 2899.430176
	Iteration 74Q: 3 clusters Score -358207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -358208.343750 Penalty: 2899.430176
	Iteration 75Q: 3 clusters Score -358208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -358209.343750 Penalty: 2899.430176
	Iteration 76Q: 3 clusters Score -358209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -358212.312500 Penalty: 2899.430176
	Iteration 77Q: 3 clusters Score -358212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -358213.562500 Penalty: 2899.430176
	Iteration 78Q: 3 clusters Score -358213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -358214.906250 Penalty: 2899.430176
	Iteration 79Q: 3 clusters Score -358214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -358217.687500 Penalty: 2899.430176
	Iteration 80F: 3 clusters Score -358217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -358218.906250 Penalty: 2899.430176
	Iteration 81Q: 3 clusters Score -358218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -358218.906250 Penalty: 2899.430176
	Iteration 82F: 3 clusters Score -358218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Entering Unmasked Estep 
Score: -2809231.500000 Penalty: 1782.096802
	Iteration 0F: 2 clusters Score -2809232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -2770434.000000 Penalty: 3564.193604
	Iteration 0F: 3 clusters Score -2770434 nChanged 27279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -2785995.500000 Penalty: 3564.193604
	Iteration 1F: 3 clusters Score -2785996 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -2786873.000000 Penalty: 3564.193604
	Iteration 2Q: 3 clusters Score -2786873 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -2788265.000000 Penalty: 3564.193604
	Iteration 3Q: 3 clusters Score -2788265 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -2790403.750000 Penalty: 3564.193604
	Iteration 4F: 3 clusters Score -2790404 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -2793517.000000 Penalty: 3564.193604
	Iteration 5F: 3 clusters Score -2793517 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -2797336.750000 Penalty: 3564.193604
	Iteration 6F: 3 clusters Score -2797337 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -2800694.500000 Penalty: 3564.193604
	Iteration 7F: 3 clusters Score -2800694 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -2802932.250000 Penalty: 3564.193604
	Iteration 8F: 3 clusters Score -2802932 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -2803993.500000 Penalty: 3564.193604
	Iteration 9Q: 3 clusters Score -2803994 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -2804491.000000 Penalty: 3564.193604
	Iteration 10Q: 3 clusters Score -2804491 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -2804788.250000 Penalty: 3564.193604
	Iteration 11Q: 3 clusters Score -2804788 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -2804974.750000 Penalty: 3564.193604
	Iteration 12Q: 3 clusters Score -2804975 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -2805106.500000 Penalty: 3564.193604
	Iteration 13Q: 3 clusters Score -2805106 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -2805214.000000 Penalty: 3564.193604
	Iteration 14Q: 3 clusters Score -2805214 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -2805330.250000 Penalty: 3564.193604
	Iteration 15Q: 3 clusters Score -2805330 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -2805446.500000 Penalty: 3564.193604
	Iteration 16Q: 3 clusters Score -2805446 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -2805599.250000 Penalty: 3564.193604
	Iteration 17Q: 3 clusters Score -2805599 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -2805738.250000 Penalty: 3564.193604
	Iteration 18Q: 3 clusters Score -2805738 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -2805905.500000 Penalty: 3564.193604
	Iteration 19Q: 3 clusters Score -2805906 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -2806063.500000 Penalty: 3564.193604
	Iteration 20F: 3 clusters Score -2806064 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -2806225.250000 Penalty: 3564.193604
	Iteration 21Q: 3 clusters Score -2806225 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -2806440.750000 Penalty: 3564.193604
	Iteration 22Q: 3 clusters Score -2806441 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -2806669.000000 Penalty: 3564.193604
	Iteration 23Q: 3 clusters Score -2806669 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -2806880.250000 Penalty: 3564.193604
	Iteration 24Q: 3 clusters Score -2806880 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -2807123.750000 Penalty: 3564.193604
	Iteration 25Q: 3 clusters Score -2807124 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -2807347.000000 Penalty: 3564.193604
	Iteration 26Q: 3 clusters Score -2807347 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -2807602.250000 Penalty: 3564.193604
	Iteration 27Q: 3 clusters Score -2807602 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -2807841.750000 Penalty: 3564.193604
	Iteration 28Q: 3 clusters Score -2807842 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -2808088.750000 Penalty: 3564.193604
	Iteration 29Q: 3 clusters Score -2808089 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -2808331.000000 Penalty: 3564.193604
	Iteration 30Q: 3 clusters Score -2808331 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -2808573.250000 Penalty: 3564.193604
	Iteration 31Q: 3 clusters Score -2808573 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -2808745.000000 Penalty: 3564.193604
	Iteration 32Q: 3 clusters Score -2808745 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -2808832.000000 Penalty: 3564.193604
	Iteration 33Q: 3 clusters Score -2808832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -2808907.250000 Penalty: 3564.193604
	Iteration 34Q: 3 clusters Score -2808907 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -2808944.000000 Penalty: 3564.193604
	Iteration 35Q: 3 clusters Score -2808944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -2808965.000000 Penalty: 3564.193604
	Iteration 36Q: 3 clusters Score -2808965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -2808971.500000 Penalty: 3564.193604
	Iteration 37Q: 3 clusters Score -2808972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -2808989.000000 Penalty: 3564.193604
	Iteration 38Q: 3 clusters Score -2808989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -2808995.000000 Penalty: 3564.193604
	Iteration 39Q: 3 clusters Score -2808995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -2809018.500000 Penalty: 3564.193604
	Iteration 40F: 3 clusters Score -2809018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -2809021.250000 Penalty: 3564.193604
	Iteration 41Q: 3 clusters Score -2809021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -2809033.000000 Penalty: 3564.193604
	Iteration 42Q: 3 clusters Score -2809033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -2809039.500000 Penalty: 3564.193604
	Iteration 43Q: 3 clusters Score -2809040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -2809035.000000 Penalty: 3564.193604
	Iteration 44Q: 3 clusters Score -2809035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -2809037.500000 Penalty: 3564.193604
	Iteration 45Q: 3 clusters Score -2809038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -2809041.000000 Penalty: 3564.193604
	Iteration 46Q: 3 clusters Score -2809041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -2809039.500000 Penalty: 3564.193604
	Iteration 47Q: 3 clusters Score -2809040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -2809046.250000 Penalty: 3564.193604
	Iteration 48Q: 3 clusters Score -2809046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -2809040.750000 Penalty: 3564.193604
	Iteration 49Q: 3 clusters Score -2809041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -2809041.500000 Penalty: 3564.193604
	Iteration 50Q: 3 clusters Score -2809042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -2809041.500000 Penalty: 3564.193604
	Iteration 51F: 3 clusters Score -2809042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Entering Unmasked Estep 
Score: -656541.437500 Penalty: 1542.360840
	Iteration 0F: 2 clusters Score -656541.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -647287.187500 Penalty: 3084.721680
	Iteration 0F: 3 clusters Score -647287.2 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -650309.437500 Penalty: 3084.721680
	Iteration 1F: 3 clusters Score -650309.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -650538.750000 Penalty: 3084.721680
	Iteration 2F: 3 clusters Score -650538.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -650717.937500 Penalty: 3084.721680
	Iteration 3Q: 3 clusters Score -650717.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -650867.375000 Penalty: 3084.721680
	Iteration 4Q: 3 clusters Score -650867.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -650988.000000 Penalty: 3084.721680
	Iteration 5Q: 3 clusters Score -650988 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -651094.437500 Penalty: 3084.721680
	Iteration 6Q: 3 clusters Score -651094.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -651223.062500 Penalty: 3084.721680
	Iteration 7Q: 3 clusters Score -651223.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -651405.875000 Penalty: 3084.721680
	Iteration 8Q: 3 clusters Score -651405.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -651696.062500 Penalty: 3084.721680
	Iteration 9Q: 3 clusters Score -651696.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -652099.500000 Penalty: 3084.721680
	Iteration 10F: 3 clusters Score -652099.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -652659.062500 Penalty: 3084.721680
	Iteration 11F: 3 clusters Score -652659.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -653380.375000 Penalty: 3084.721680
	Iteration 12F: 3 clusters Score -653380.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -654043.875000 Penalty: 3084.721680
	Iteration 13F: 3 clusters Score -654043.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -654563.875000 Penalty: 3084.721680
	Iteration 14Q: 3 clusters Score -654563.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -654909.062500 Penalty: 3084.721680
	Iteration 15Q: 3 clusters Score -654909.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -655109.562500 Penalty: 3084.721680
	Iteration 16Q: 3 clusters Score -655109.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -655196.687500 Penalty: 3084.721680
	Iteration 17Q: 3 clusters Score -655196.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -655260.062500 Penalty: 3084.721680
	Iteration 18Q: 3 clusters Score -655260.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -655306.750000 Penalty: 3084.721680
	Iteration 19Q: 3 clusters Score -655306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -655354.375000 Penalty: 3084.721680
	Iteration 20F: 3 clusters Score -655354.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -655377.312500 Penalty: 3084.721680
	Iteration 21Q: 3 clusters Score -655377.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -655384.500000 Penalty: 3084.721680
	Iteration 22Q: 3 clusters Score -655384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -655390.687500 Penalty: 3084.721680
	Iteration 23Q: 3 clusters Score -655390.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -655406.687500 Penalty: 3084.721680
	Iteration 24Q: 3 clusters Score -655406.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -655416.437500 Penalty: 3084.721680
	Iteration 25Q: 3 clusters Score -655416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -655427.875000 Penalty: 3084.721680
	Iteration 26Q: 3 clusters Score -655427.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -655433.437500 Penalty: 3084.721680
	Iteration 27Q: 3 clusters Score -655433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -655434.312500 Penalty: 3084.721680
	Iteration 28Q: 3 clusters Score -655434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -655434.812500 Penalty: 3084.721680
	Iteration 29Q: 3 clusters Score -655434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -655434.812500 Penalty: 3084.721680
	Iteration 30F: 3 clusters Score -655434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -288341.968750 Penalty: 1410.083984
	Iteration 0F: 2 clusters Score -288342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -283739.281250 Penalty: 2820.167969
	Iteration 0F: 3 clusters Score -283739.3 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -285048.437500 Penalty: 2820.167969
	Iteration 1F: 3 clusters Score -285048.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -285279.093750 Penalty: 2820.167969
	Iteration 2F: 3 clusters Score -285279.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -285469.406250 Penalty: 2820.167969
	Iteration 3F: 3 clusters Score -285469.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -285616.031250 Penalty: 2820.167969
	Iteration 4Q: 3 clusters Score -285616 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -285752.468750 Penalty: 2820.167969
	Iteration 5Q: 3 clusters Score -285752.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -285889.156250 Penalty: 2820.167969
	Iteration 6Q: 3 clusters Score -285889.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -286039.843750 Penalty: 2820.167969
	Iteration 7Q: 3 clusters Score -286039.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -286196.593750 Penalty: 2820.167969
	Iteration 8Q: 3 clusters Score -286196.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286349.937500 Penalty: 2820.167969
	Iteration 9Q: 3 clusters Score -286349.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286488.093750 Penalty: 2820.167969
	Iteration 10Q: 3 clusters Score -286488.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -286614.625000 Penalty: 2820.167969
	Iteration 11Q: 3 clusters Score -286614.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -286724.625000 Penalty: 2820.167969
	Iteration 12Q: 3 clusters Score -286724.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -286813.000000 Penalty: 2820.167969
	Iteration 13Q: 3 clusters Score -286813 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -286898.031250 Penalty: 2820.167969
	Iteration 14Q: 3 clusters Score -286898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -286969.312500 Penalty: 2820.167969
	Iteration 15Q: 3 clusters Score -286969.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -287018.093750 Penalty: 2820.167969
	Iteration 16Q: 3 clusters Score -287018.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -287054.062500 Penalty: 2820.167969
	Iteration 17Q: 3 clusters Score -287054.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -287084.937500 Penalty: 2820.167969
	Iteration 18Q: 3 clusters Score -287084.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -287114.531250 Penalty: 2820.167969
	Iteration 19Q: 3 clusters Score -287114.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -287134.875000 Penalty: 2820.167969
	Iteration 20F: 3 clusters Score -287134.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -287149.500000 Penalty: 2820.167969
	Iteration 21Q: 3 clusters Score -287149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -287156.625000 Penalty: 2820.167969
	Iteration 22Q: 3 clusters Score -287156.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -287161.593750 Penalty: 2820.167969
	Iteration 23Q: 3 clusters Score -287161.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -287164.562500 Penalty: 2820.167969
	Iteration 24Q: 3 clusters Score -287164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -287167.593750 Penalty: 2820.167969
	Iteration 25Q: 3 clusters Score -287167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -287171.000000 Penalty: 2820.167969
	Iteration 26Q: 3 clusters Score -287171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -287173.468750 Penalty: 2820.167969
	Iteration 27Q: 3 clusters Score -287173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -287173.687500 Penalty: 2820.167969
	Iteration 28Q: 3 clusters Score -287173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -287175.343750 Penalty: 2820.167969
	Iteration 29Q: 3 clusters Score -287175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -287176.437500 Penalty: 2820.167969
	Iteration 30Q: 3 clusters Score -287176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -287177.281250 Penalty: 2820.167969
	Iteration 31Q: 3 clusters Score -287177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -287178.562500 Penalty: 2820.167969
	Iteration 32Q: 3 clusters Score -287178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -287179.343750 Penalty: 2820.167969
	Iteration 33Q: 3 clusters Score -287179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -287180.937500 Penalty: 2820.167969
	Iteration 34Q: 3 clusters Score -287180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -287189.656250 Penalty: 2820.167969
	Iteration 35Q: 3 clusters Score -287189.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -287194.250000 Penalty: 2820.167969
	Iteration 36Q: 3 clusters Score -287194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -287196.031250 Penalty: 2820.167969
	Iteration 37Q: 3 clusters Score -287196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -287199.562500 Penalty: 2820.167969
	Iteration 38Q: 3 clusters Score -287199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -287201.156250 Penalty: 2820.167969
	Iteration 39Q: 3 clusters Score -287201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -287203.281250 Penalty: 2820.167969
	Iteration 40F: 3 clusters Score -287203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -287206.406250 Penalty: 2820.167969
	Iteration 41Q: 3 clusters Score -287206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -287208.718750 Penalty: 2820.167969
	Iteration 42Q: 3 clusters Score -287208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -287208.375000 Penalty: 2820.167969
	Iteration 43Q: 3 clusters Score -287208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -287208.375000 Penalty: 2820.167969
	Iteration 44F: 3 clusters Score -287208.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (355936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355936 members 
Entering Unmasked Estep 
Score: -16798748.000000 Penalty: 2077.157227
	Iteration 0F: 2 clusters Score -1.679875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178083 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -16557892.000000 Penalty: 4154.314453
	Iteration 0F: 3 clusters Score -1.655789e+07 nChanged 173833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183096 members 
Mstep: Class 2 contains 172840 members 
Entering Unmasked Estep 
Score: -16662743.000000 Penalty: 4154.314453
	Iteration 1F: 3 clusters Score -1.666274e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186230 members 
Mstep: Class 2 contains 169706 members 
Entering Unmasked Estep 
Score: -16665225.000000 Penalty: 4154.314453
	Iteration 2Q: 3 clusters Score -1.666522e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190913 members 
Mstep: Class 2 contains 165023 members 
Entering Unmasked Estep 
Score: -16668491.000000 Penalty: 4154.314453
	Iteration 3Q: 3 clusters Score -1.666849e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197839 members 
Mstep: Class 2 contains 158097 members 
Entering Unmasked Estep 
Score: -16672701.000000 Penalty: 4154.314453
	Iteration 4Q: 3 clusters Score -1.66727e+07 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207733 members 
Mstep: Class 2 contains 148203 members 
Entering Unmasked Estep 
Score: -16678816.000000 Penalty: 4154.314453
	Iteration 5Q: 3 clusters Score -1.667882e+07 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221670 members 
Mstep: Class 2 contains 134266 members 
Entering Unmasked Estep 
Score: -16687848.000000 Penalty: 4154.314453
	Iteration 6Q: 3 clusters Score -1.668785e+07 nChanged 20633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240017 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -16701277.000000 Penalty: 4154.314453
	Iteration 7F: 3 clusters Score -1.670128e+07 nChanged 23678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262563 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -16719247.000000 Penalty: 4154.314453
	Iteration 8F: 3 clusters Score -1.671925e+07 nChanged 24995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287062 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -16740579.000000 Penalty: 4154.314453
	Iteration 9F: 3 clusters Score -1.674058e+07 nChanged 22362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309248 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -16760665.000000 Penalty: 4154.314453
	Iteration 10F: 3 clusters Score -1.676066e+07 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325946 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -16775523.000000 Penalty: 4154.314453
	Iteration 11Q: 3 clusters Score -1.677552e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337046 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -16784944.000000 Penalty: 4154.314453
	Iteration 12Q: 3 clusters Score -1.678494e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344145 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -16790412.000000 Penalty: 4154.314453
	Iteration 13Q: 3 clusters Score -1.679041e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348489 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -16793366.000000 Penalty: 4154.314453
	Iteration 14Q: 3 clusters Score -1.679337e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351039 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -16794984.000000 Penalty: 4154.314453
	Iteration 15Q: 3 clusters Score -1.679498e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352529 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -16795812.000000 Penalty: 4154.314453
	Iteration 16Q: 3 clusters Score -1.679581e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -16796230.000000 Penalty: 4154.314453
	Iteration 17Q: 3 clusters Score -1.679623e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353959 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16796542.000000 Penalty: 4154.314453
	Iteration 18Q: 3 clusters Score -1.679654e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354295 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16796690.000000 Penalty: 4154.314453
	Iteration 19Q: 3 clusters Score -1.679669e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354513 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -16796780.000000 Penalty: 4154.314453
	Iteration 20F: 3 clusters Score -1.679678e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354660 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16796858.000000 Penalty: 4154.314453
	Iteration 21Q: 3 clusters Score -1.679686e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354779 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -16796932.000000 Penalty: 4154.314453
	Iteration 22Q: 3 clusters Score -1.679693e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354873 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -16796970.000000 Penalty: 4154.314453
	Iteration 23Q: 3 clusters Score -1.679697e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354931 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16797014.000000 Penalty: 4154.314453
	Iteration 24Q: 3 clusters Score -1.679701e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354968 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16797038.000000 Penalty: 4154.314453
	Iteration 25Q: 3 clusters Score -1.679704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354990 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16797032.000000 Penalty: 4154.314453
	Iteration 26Q: 3 clusters Score -1.679703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16797026.000000 Penalty: 4154.314453
	Iteration 27Q: 3 clusters Score -1.679703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355014 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16797046.000000 Penalty: 4154.314453
	Iteration 28Q: 3 clusters Score -1.679705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16797042.000000 Penalty: 4154.314453
	Iteration 29Q: 3 clusters Score -1.679704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355030 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16797044.000000 Penalty: 4154.314453
	Iteration 30Q: 3 clusters Score -1.679704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355036 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16797058.000000 Penalty: 4154.314453
	Iteration 31Q: 3 clusters Score -1.679706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355040 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16797068.000000 Penalty: 4154.314453
	Iteration 32Q: 3 clusters Score -1.679707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355048 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16797076.000000 Penalty: 4154.314453
	Iteration 33Q: 3 clusters Score -1.679708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355054 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16797074.000000 Penalty: 4154.314453
	Iteration 34Q: 3 clusters Score -1.679707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16797068.000000 Penalty: 4154.314453
	Iteration 35Q: 3 clusters Score -1.679707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355064 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16797076.000000 Penalty: 4154.314453
	Iteration 36Q: 3 clusters Score -1.679708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355069 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16797076.000000 Penalty: 4154.314453
	Iteration 37Q: 3 clusters Score -1.679708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355069 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16797092.000000 Penalty: 4154.314453
	Iteration 38Q: 3 clusters Score -1.679709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355072 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16797084.000000 Penalty: 4154.314453
	Iteration 39Q: 3 clusters Score -1.679708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16797096.000000 Penalty: 4154.314453
	Iteration 40F: 3 clusters Score -1.67971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355073 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16797082.000000 Penalty: 4154.314453
	Iteration 41Q: 3 clusters Score -1.679708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355076 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16797074.000000 Penalty: 4154.314453
	Iteration 42Q: 3 clusters Score -1.679707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355080 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16797076.000000 Penalty: 4154.314453
	Iteration 43Q: 3 clusters Score -1.679708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355081 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -16797086.000000 Penalty: 4154.314453
	Iteration 44Q: 3 clusters Score -1.679709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355088 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16797098.000000 Penalty: 4154.314453
	Iteration 45Q: 3 clusters Score -1.67971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355091 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16797084.000000 Penalty: 4154.314453
	Iteration 46Q: 3 clusters Score -1.679708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355099 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16797094.000000 Penalty: 4154.314453
	Iteration 47Q: 3 clusters Score -1.679709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355102 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16797098.000000 Penalty: 4154.314453
	Iteration 48Q: 3 clusters Score -1.67971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355105 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16797102.000000 Penalty: 4154.314453
	Iteration 49Q: 3 clusters Score -1.67971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355103 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16797094.000000 Penalty: 4154.314453
	Iteration 50Q: 3 clusters Score -1.679709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355106 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16797106.000000 Penalty: 4154.314453
	Iteration 51Q: 3 clusters Score -1.679711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355110 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16797110.000000 Penalty: 4154.314453
	Iteration 52Q: 3 clusters Score -1.679711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355108 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16797108.000000 Penalty: 4154.314453
	Iteration 53Q: 3 clusters Score -1.679711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355108 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16797104.000000 Penalty: 4154.314453
	Iteration 54Q: 3 clusters Score -1.67971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355110 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16797102.000000 Penalty: 4154.314453
	Iteration 55Q: 3 clusters Score -1.67971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355112 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16797100.000000 Penalty: 4154.314453
	Iteration 56Q: 3 clusters Score -1.67971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355116 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16797112.000000 Penalty: 4154.314453
	Iteration 57Q: 3 clusters Score -1.679711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355118 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16797108.000000 Penalty: 4154.314453
	Iteration 58Q: 3 clusters Score -1.679711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355119 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16797110.000000 Penalty: 4154.314453
	Iteration 59Q: 3 clusters Score -1.679711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355122 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16797104.000000 Penalty: 4154.314453
	Iteration 60F: 3 clusters Score -1.67971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355125 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16797114.000000 Penalty: 4154.314453
	Iteration 61Q: 3 clusters Score -1.679711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355125 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16797114.000000 Penalty: 4154.314453
	Iteration 62F: 3 clusters Score -1.679711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -294375.000000 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -294375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -289684.375000 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -289684.4 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -291032.843750 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -291032.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -291200.687500 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -291200.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -291304.218750 Penalty: 2827.937500
	Iteration 3Q: 3 clusters Score -291304.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -291372.750000 Penalty: 2827.937500
	Iteration 4Q: 3 clusters Score -291372.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -291432.500000 Penalty: 2827.937500
	Iteration 5Q: 3 clusters Score -291432.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -291483.562500 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -291483.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -291526.531250 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -291526.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -291572.968750 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -291573 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -291609.625000 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -291609.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -291639.843750 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -291639.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -291665.187500 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -291665.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -291697.250000 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -291697.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -291734.218750 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -291734.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -291778.781250 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -291778.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -291827.781250 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -291827.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -291883.593750 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -291883.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -291957.375000 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -291957.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -292064.593750 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -292064.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -292202.031250 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -292202 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -292357.156250 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -292357.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -292516.281250 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -292516.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -292687.593750 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -292687.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -292854.343750 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -292854.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -293007.843750 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -293007.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -293141.218750 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -293141.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -293215.968750 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -293216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -293257.687500 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -293257.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -293284.625000 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -293284.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -293300.500000 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -293300.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -293305.500000 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -293305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -293308.656250 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -293308.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -293312.187500 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -293312.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -293316.343750 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -293316.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -293318.937500 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -293318.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -293323.812500 Penalty: 2827.937500
	Iteration 35Q: 3 clusters Score -293323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -293327.281250 Penalty: 2827.937500
	Iteration 36Q: 3 clusters Score -293327.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -293331.562500 Penalty: 2827.937500
	Iteration 37Q: 3 clusters Score -293331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -293334.937500 Penalty: 2827.937500
	Iteration 38Q: 3 clusters Score -293334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -293336.531250 Penalty: 2827.937500
	Iteration 39Q: 3 clusters Score -293336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -293338.312500 Penalty: 2827.937500
	Iteration 40F: 3 clusters Score -293338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -293341.625000 Penalty: 2827.937500
	Iteration 41Q: 3 clusters Score -293341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -293344.281250 Penalty: 2827.937500
	Iteration 42Q: 3 clusters Score -293344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -293347.156250 Penalty: 2827.937500
	Iteration 43Q: 3 clusters Score -293347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -293348.968750 Penalty: 2827.937500
	Iteration 44Q: 3 clusters Score -293349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -293350.500000 Penalty: 2827.937500
	Iteration 45Q: 3 clusters Score -293350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -293352.000000 Penalty: 2827.937500
	Iteration 46Q: 3 clusters Score -293352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -293353.000000 Penalty: 2827.937500
	Iteration 47Q: 3 clusters Score -293353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -293353.906250 Penalty: 2827.937500
	Iteration 48Q: 3 clusters Score -293353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -293355.531250 Penalty: 2827.937500
	Iteration 49Q: 3 clusters Score -293355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -293355.000000 Penalty: 2827.937500
	Iteration 50Q: 3 clusters Score -293355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -293355.000000 Penalty: 2827.937500
	Iteration 51F: 3 clusters Score -293355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Entering Unmasked Estep 
Score: -4420193.500000 Penalty: 1855.065308
	Iteration 0F: 2 clusters Score -4420194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -4359169.500000 Penalty: 3710.130615
	Iteration 0F: 3 clusters Score -4359170 nChanged 43531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -4383800.500000 Penalty: 3710.130615
	Iteration 1F: 3 clusters Score -4383800 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -4384463.000000 Penalty: 3710.130615
	Iteration 2Q: 3 clusters Score -4384463 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -4385173.000000 Penalty: 3710.130615
	Iteration 3Q: 3 clusters Score -4385173 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -4385961.500000 Penalty: 3710.130615
	Iteration 4Q: 3 clusters Score -4385962 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -4386894.500000 Penalty: 3710.130615
	Iteration 5Q: 3 clusters Score -4386894 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4388092.000000 Penalty: 3710.130615
	Iteration 6Q: 3 clusters Score -4388092 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4390035.000000 Penalty: 3710.130615
	Iteration 7Q: 3 clusters Score -4390035 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4393010.000000 Penalty: 3710.130615
	Iteration 8F: 3 clusters Score -4393010 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4397722.000000 Penalty: 3710.130615
	Iteration 9F: 3 clusters Score -4397722 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4403831.500000 Penalty: 3710.130615
	Iteration 10F: 3 clusters Score -4403832 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4409604.500000 Penalty: 3710.130615
	Iteration 11F: 3 clusters Score -4409604 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4413497.500000 Penalty: 3710.130615
	Iteration 12Q: 3 clusters Score -4413498 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4415638.000000 Penalty: 3710.130615
	Iteration 13Q: 3 clusters Score -4415638 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4416865.000000 Penalty: 3710.130615
	Iteration 14Q: 3 clusters Score -4416865 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4417540.500000 Penalty: 3710.130615
	Iteration 15Q: 3 clusters Score -4417540 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4417972.000000 Penalty: 3710.130615
	Iteration 16Q: 3 clusters Score -4417972 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4418262.000000 Penalty: 3710.130615
	Iteration 17Q: 3 clusters Score -4418262 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89628 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4418449.500000 Penalty: 3710.130615
	Iteration 18Q: 3 clusters Score -4418450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4418571.500000 Penalty: 3710.130615
	Iteration 19Q: 3 clusters Score -4418572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4418661.000000 Penalty: 3710.130615
	Iteration 20F: 3 clusters Score -4418661 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4418766.000000 Penalty: 3710.130615
	Iteration 21Q: 3 clusters Score -4418766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4418938.000000 Penalty: 3710.130615
	Iteration 22Q: 3 clusters Score -4418938 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4419038.500000 Penalty: 3710.130615
	Iteration 23Q: 3 clusters Score -4419038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4419091.500000 Penalty: 3710.130615
	Iteration 24Q: 3 clusters Score -4419092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4419127.000000 Penalty: 3710.130615
	Iteration 25Q: 3 clusters Score -4419127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4419145.500000 Penalty: 3710.130615
	Iteration 26Q: 3 clusters Score -4419146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4419147.500000 Penalty: 3710.130615
	Iteration 27Q: 3 clusters Score -4419148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4419152.500000 Penalty: 3710.130615
	Iteration 28Q: 3 clusters Score -4419152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4419162.000000 Penalty: 3710.130615
	Iteration 29Q: 3 clusters Score -4419162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4419166.500000 Penalty: 3710.130615
	Iteration 30Q: 3 clusters Score -4419166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4419174.500000 Penalty: 3710.130615
	Iteration 31Q: 3 clusters Score -4419174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4419174.500000 Penalty: 3710.130615
	Iteration 32Q: 3 clusters Score -4419174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4419171.000000 Penalty: 3710.130615
	Iteration 33Q: 3 clusters Score -4419171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4419174.000000 Penalty: 3710.130615
	Iteration 34Q: 3 clusters Score -4419174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4419176.500000 Penalty: 3710.130615
	Iteration 35Q: 3 clusters Score -4419176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4419177.500000 Penalty: 3710.130615
	Iteration 36Q: 3 clusters Score -4419178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4419177.000000 Penalty: 3710.130615
	Iteration 37Q: 3 clusters Score -4419177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4419175.000000 Penalty: 3710.130615
	Iteration 38Q: 3 clusters Score -4419175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4419176.000000 Penalty: 3710.130615
	Iteration 39Q: 3 clusters Score -4419176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4419353.000000 Penalty: 3710.130615
	Iteration 40F: 3 clusters Score -4419353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4419556.500000 Penalty: 3710.130615
	Iteration 41Q: 3 clusters Score -4419556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4419654.500000 Penalty: 3710.130615
	Iteration 42Q: 3 clusters Score -4419654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4419704.500000 Penalty: 3710.130615
	Iteration 43Q: 3 clusters Score -4419704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4419719.000000 Penalty: 3710.130615
	Iteration 44Q: 3 clusters Score -4419719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4419736.500000 Penalty: 3710.130615
	Iteration 45Q: 3 clusters Score -4419736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4419743.000000 Penalty: 3710.130615
	Iteration 46Q: 3 clusters Score -4419743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4419751.500000 Penalty: 3710.130615
	Iteration 47Q: 3 clusters Score -4419752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4419758.000000 Penalty: 3710.130615
	Iteration 48Q: 3 clusters Score -4419758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4419759.500000 Penalty: 3710.130615
	Iteration 49Q: 3 clusters Score -4419760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4419767.500000 Penalty: 3710.130615
	Iteration 50Q: 3 clusters Score -4419768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4419768.500000 Penalty: 3710.130615
	Iteration 51Q: 3 clusters Score -4419768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4419770.000000 Penalty: 3710.130615
	Iteration 52Q: 3 clusters Score -4419770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4419772.000000 Penalty: 3710.130615
	Iteration 53Q: 3 clusters Score -4419772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4419773.000000 Penalty: 3710.130615
	Iteration 54Q: 3 clusters Score -4419773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4419774.000000 Penalty: 3710.130615
	Iteration 55Q: 3 clusters Score -4419774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4419895.000000 Penalty: 3710.130615
	Iteration 56F: 3 clusters Score -4419895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4420085.500000 Penalty: 3710.130615
	Iteration 57Q: 3 clusters Score -4420086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4420150.500000 Penalty: 3710.130615
	Iteration 58Q: 3 clusters Score -4420150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4420177.500000 Penalty: 3710.130615
	Iteration 59Q: 3 clusters Score -4420178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4420215.000000 Penalty: 3710.130615
	Iteration 60F: 3 clusters Score -4420215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4420236.000000 Penalty: 3710.130615
	Iteration 61Q: 3 clusters Score -4420236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4420265.500000 Penalty: 3710.130615
	Iteration 62Q: 3 clusters Score -4420266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4420284.500000 Penalty: 3710.130615
	Iteration 63Q: 3 clusters Score -4420284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4420300.000000 Penalty: 3710.130615
	Iteration 64Q: 3 clusters Score -4420300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4420298.000000 Penalty: 3710.130615
	Iteration 65Q: 3 clusters Score -4420298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4420307.500000 Penalty: 3710.130615
	Iteration 66Q: 3 clusters Score -4420308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4420306.500000 Penalty: 3710.130615
	Iteration 67Q: 3 clusters Score -4420306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4420305.000000 Penalty: 3710.130615
	Iteration 68Q: 3 clusters Score -4420305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4420307.500000 Penalty: 3710.130615
	Iteration 69Q: 3 clusters Score -4420308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4420310.000000 Penalty: 3710.130615
	Iteration 70Q: 3 clusters Score -4420310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4420311.500000 Penalty: 3710.130615
	Iteration 71Q: 3 clusters Score -4420312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4420313.000000 Penalty: 3710.130615
	Iteration 72Q: 3 clusters Score -4420313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4420312.500000 Penalty: 3710.130615
	Iteration 73Q: 3 clusters Score -4420312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4420312.500000 Penalty: 3710.130615
	Iteration 74F: 3 clusters Score -4420312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 244425 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 57916 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 355936 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 89996 members 
Entering Unmasked Estep 
Score: -37518352.000000 Penalty: 28732.466797
Splitting cluster 19 changes total score from -37518456.000000 to -37518352.000000
So it's not getting split.
--- Evaluating fit on full set of 2421217 points ---
Entering Unmasked Estep 
Score: -112526672.000000 Penalty: 28664.572266
20->13 Clusters: Score -112526672.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 807072 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 40486 members 
Mstep: Class 3 contains 40630 members 
Mstep: Class 4 contains 40617 members 
Mstep: Class 5 contains 40473 members 
Mstep: Class 6 contains 40088 members 
Mstep: Class 7 contains 40009 members 
Mstep: Class 8 contains 40331 members 
Mstep: Class 9 contains 40326 members 
Mstep: Class 10 contains 40421 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 40633 members 
Mstep: Class 13 contains 40024 members 
Mstep: Class 14 contains 40579 members 
Mstep: Class 15 contains 40284 members 
Mstep: Class 16 contains 40365 members 
Mstep: Class 17 contains 40426 members 
Mstep: Class 18 contains 40374 members 
Mstep: Class 19 contains 40408 members 
Mstep: Class 20 contains 40327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1172.632568 but Gain 2210.191406
Score: -35014604.000000 Penalty: 41993.605469
Iteration 0F: 20 clusters Score -3.50146e+07 nChanged 760449
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 41488 members 
Mstep: Class 3 contains 40562 members 
Mstep: Class 4 contains 34422 members 
Mstep: Class 5 contains 40493 members 
Mstep: Class 6 contains 34484 members 
Mstep: Class 7 contains 32951 members 
Mstep: Class 8 contains 41392 members 
Mstep: Class 9 contains 43708 members 
Mstep: Class 10 contains 42894 members 
Mstep: Class 11 contains 38679 members 
Mstep: Class 12 contains 44924 members 
Mstep: Class 13 contains 49513 members 
Mstep: Class 14 contains 50115 members 
Mstep: Class 15 contains 37149 members 
Mstep: Class 16 contains 39587 members 
Mstep: Class 17 contains 65052 members 
Mstep: Class 18 contains 46978 members 
Mstep: Class 20 contains 41532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36560748.000000 Penalty: 41993.605469
Iteration 1F: 20 clusters Score -3.656075e+07 nChanged 163575
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 43680 members 
Mstep: Class 3 contains 38409 members 
Mstep: Class 4 contains 31279 members 
Mstep: Class 5 contains 36826 members 
Mstep: Class 6 contains 32442 members 
Mstep: Class 7 contains 32294 members 
Mstep: Class 8 contains 41430 members 
Mstep: Class 9 contains 38499 members 
Mstep: Class 10 contains 42727 members 
Mstep: Class 11 contains 36654 members 
Mstep: Class 12 contains 44352 members 
Mstep: Class 13 contains 53161 members 
Mstep: Class 14 contains 54864 members 
Mstep: Class 15 contains 33296 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 80292 members 
Mstep: Class 18 contains 45808 members 
Mstep: Class 20 contains 43639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36691984.000000 Penalty: 41993.605469
Iteration 2F: 20 clusters Score -3.669198e+07 nChanged 143267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 44975 members 
Mstep: Class 3 contains 34785 members 
Mstep: Class 4 contains 28667 members 
Mstep: Class 5 contains 34208 members 
Mstep: Class 6 contains 29894 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 40722 members 
Mstep: Class 9 contains 35399 members 
Mstep: Class 10 contains 41056 members 
Mstep: Class 11 contains 34648 members 
Mstep: Class 12 contains 42906 members 
Mstep: Class 13 contains 54493 members 
Mstep: Class 14 contains 60480 members 
Mstep: Class 15 contains 31304 members 
Mstep: Class 16 contains 36784 members 
Mstep: Class 17 contains 96745 members 
Mstep: Class 18 contains 43846 members 
Mstep: Class 20 contains 47473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36799472.000000 Penalty: 41993.605469
Iteration 3F: 20 clusters Score -3.679947e+07 nChanged 127548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 45744 members 
Mstep: Class 3 contains 30226 members 
Mstep: Class 4 contains 26260 members 
Mstep: Class 5 contains 31719 members 
Mstep: Class 6 contains 27105 members 
Mstep: Class 7 contains 30736 members 
Mstep: Class 8 contains 39974 members 
Mstep: Class 9 contains 33577 members 
Mstep: Class 10 contains 38709 members 
Mstep: Class 11 contains 32994 members 
Mstep: Class 12 contains 40785 members 
Mstep: Class 13 contains 53258 members 
Mstep: Class 14 contains 67154 members 
Mstep: Class 15 contains 31729 members 
Mstep: Class 16 contains 35462 members 
Mstep: Class 17 contains 114809 members 
Mstep: Class 18 contains 40879 members 
Mstep: Class 20 contains 52653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36891772.000000 Penalty: 41993.605469
Iteration 4F: 20 clusters Score -3.689177e+07 nChanged 116981
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 46464 members 
Mstep: Class 3 contains 24615 members 
Mstep: Class 4 contains 23407 members 
Mstep: Class 5 contains 28846 members 
Mstep: Class 6 contains 24274 members 
Mstep: Class 7 contains 28766 members 
Mstep: Class 8 contains 39288 members 
Mstep: Class 9 contains 31825 members 
Mstep: Class 10 contains 36087 members 
Mstep: Class 11 contains 31395 members 
Mstep: Class 12 contains 38120 members 
Mstep: Class 13 contains 49969 members 
Mstep: Class 14 contains 75288 members 
Mstep: Class 15 contains 33926 members 
Mstep: Class 16 contains 33609 members 
Mstep: Class 17 contains 135477 members 
Mstep: Class 18 contains 37574 members 
Mstep: Class 20 contains 59296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36976372.000000 Penalty: 41993.605469
Iteration 5F: 20 clusters Score -3.697637e+07 nChanged 110398
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 47625 members 
Mstep: Class 3 contains 18407 members 
Mstep: Class 4 contains 19850 members 
Mstep: Class 5 contains 25539 members 
Mstep: Class 6 contains 21683 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 38415 members 
Mstep: Class 9 contains 29534 members 
Mstep: Class 10 contains 32968 members 
Mstep: Class 11 contains 29906 members 
Mstep: Class 12 contains 34954 members 
Mstep: Class 13 contains 44593 members 
Mstep: Class 14 contains 85075 members 
Mstep: Class 15 contains 37334 members 
Mstep: Class 16 contains 31436 members 
Mstep: Class 17 contains 158792 members 
Mstep: Class 18 contains 33775 members 
Mstep: Class 20 contains 67543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37057904.000000 Penalty: 41993.605469
Iteration 6F: 20 clusters Score -3.70579e+07 nChanged 104361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 15801 members 
Mstep: Class 5 contains 21831 members 
Mstep: Class 6 contains 19547 members 
Mstep: Class 7 contains 21762 members 
Mstep: Class 8 contains 36977 members 
Mstep: Class 9 contains 26509 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 28264 members 
Mstep: Class 12 contains 31651 members 
Mstep: Class 13 contains 37793 members 
Mstep: Class 14 contains 95827 members 
Mstep: Class 15 contains 41770 members 
Mstep: Class 16 contains 29055 members 
Mstep: Class 17 contains 183561 members 
Mstep: Class 18 contains 29605 members 
Mstep: Class 20 contains 76800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37134816.000000 Penalty: 41993.605469
Iteration 7F: 20 clusters Score -3.713482e+07 nChanged 96261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 53381 members 
Mstep: Class 3 contains 6988 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 17780 members 
Mstep: Class 6 contains 17753 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 34940 members 
Mstep: Class 9 contains 22877 members 
Mstep: Class 10 contains 25144 members 
Mstep: Class 11 contains 26417 members 
Mstep: Class 12 contains 28489 members 
Mstep: Class 13 contains 30470 members 
Mstep: Class 14 contains 106390 members 
Mstep: Class 15 contains 46411 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 207610 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 20 contains 86378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37204056.000000 Penalty: 41993.605469
Iteration 8F: 20 clusters Score -3.720406e+07 nChanged 84750
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 58078 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 5 contains 13857 members 
Mstep: Class 6 contains 16238 members 
Mstep: Class 7 contains 13815 members 
Mstep: Class 8 contains 32407 members 
Mstep: Class 9 contains 19084 members 
Mstep: Class 10 contains 21240 members 
Mstep: Class 11 contains 24092 members 
Mstep: Class 12 contains 25700 members 
Mstep: Class 13 contains 23508 members 
Mstep: Class 14 contains 115378 members 
Mstep: Class 15 contains 50788 members 
Mstep: Class 16 contains 24357 members 
Mstep: Class 17 contains 228640 members 
Mstep: Class 18 contains 21572 members 
Mstep: Class 20 contains 95622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2002.558838 but Gain 2210.191406
Score: -37261912.000000 Penalty: 39783.414062
Iteration 9F: 19 clusters Score -3.726191e+07 nChanged 73750
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 63870 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 14879 members 
Mstep: Class 7 contains 10592 members 
Mstep: Class 8 contains 29474 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 17619 members 
Mstep: Class 11 contains 21587 members 
Mstep: Class 12 contains 23677 members 
Mstep: Class 13 contains 17698 members 
Mstep: Class 14 contains 122869 members 
Mstep: Class 15 contains 54628 members 
Mstep: Class 16 contains 22262 members 
Mstep: Class 17 contains 246333 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 20 contains 103425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37309984.000000 Penalty: 39783.414062
Iteration 10F: 19 clusters Score -3.730998e+07 nChanged 59578
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 70157 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 13703 members 
Mstep: Class 7 contains 8159 members 
Mstep: Class 8 contains 26422 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 14309 members 
Mstep: Class 11 contains 19060 members 
Mstep: Class 12 contains 21848 members 
Mstep: Class 13 contains 13028 members 
Mstep: Class 14 contains 127278 members 
Mstep: Class 15 contains 57680 members 
Mstep: Class 16 contains 20403 members 
Mstep: Class 17 contains 259583 members 
Mstep: Class 18 contains 16051 members 
Mstep: Class 20 contains 109445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37345628.000000 Penalty: 39783.414062
Iteration 11F: 19 clusters Score -3.734563e+07 nChanged 49273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 76559 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 12786 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 23554 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 11481 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 20457 members 
Mstep: Class 13 contains 9692 members 
Mstep: Class 14 contains 129884 members 
Mstep: Class 15 contains 60010 members 
Mstep: Class 16 contains 18791 members 
Mstep: Class 17 contains 269816 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 20 contains 114006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37372956.000000 Penalty: 39783.414062
Iteration 12F: 19 clusters Score -3.737296e+07 nChanged 40579
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 83119 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 12077 members 
Mstep: Class 7 contains 5312 members 
Mstep: Class 8 contains 21096 members 
Mstep: Class 9 contains 7799 members 
Mstep: Class 10 contains 9164 members 
Mstep: Class 11 contains 15057 members 
Mstep: Class 12 contains 19316 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 14 contains 131071 members 
Mstep: Class 15 contains 61619 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 17 contains 277283 members 
Mstep: Class 18 contains 12713 members 
Mstep: Class 20 contains 117100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37392536.000000 Penalty: 39783.414062
Iteration 13F: 19 clusters Score -3.739254e+07 nChanged 33322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 89424 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 3413 members 
Mstep: Class 6 contains 11537 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 18973 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 13459 members 
Mstep: Class 12 contains 18431 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 14 contains 131388 members 
Mstep: Class 15 contains 62832 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 282674 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 20 contains 119172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37406736.000000 Penalty: 39783.414062
Iteration 14Q: 19 clusters Score -3.740674e+07 nChanged 27696
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 95459 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 6485 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 17731 members 
Mstep: Class 13 contains 4315 members 
Mstep: Class 14 contains 131009 members 
Mstep: Class 15 contains 63616 members 
Mstep: Class 16 contains 15228 members 
Mstep: Class 17 contains 286663 members 
Mstep: Class 18 contains 10707 members 
Mstep: Class 20 contains 120353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37417936.000000 Penalty: 39783.414062
Iteration 15Q: 19 clusters Score -3.741794e+07 nChanged 23230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 101257 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 10888 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 8 contains 15572 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 10942 members 
Mstep: Class 12 contains 17121 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 130136 members 
Mstep: Class 15 contains 64124 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 289405 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 20 contains 120908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37425648.000000 Penalty: 39783.414062
Iteration 16Q: 19 clusters Score -3.742565e+07 nChanged 19612
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 107089 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 10669 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 14234 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 10044 members 
Mstep: Class 12 contains 16607 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 128947 members 
Mstep: Class 15 contains 64406 members 
Mstep: Class 16 contains 13667 members 
Mstep: Class 17 contains 291160 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 20 contains 120913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2107.164551 but Gain 2210.187500
Score: -37432184.000000 Penalty: 37573.226562
Iteration 17Q: 18 clusters Score -3.743218e+07 nChanged 18557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 112869 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 3049 members 
Mstep: Class 8 contains 13041 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 9383 members 
Mstep: Class 12 contains 16210 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 127877 members 
Mstep: Class 15 contains 64843 members 
Mstep: Class 16 contains 13260 members 
Mstep: Class 17 contains 292734 members 
Mstep: Class 18 contains 8778 members 
Mstep: Class 20 contains 120759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37439208.000000 Penalty: 37573.226562
Iteration 18Q: 18 clusters Score -3.743921e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 118522 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 6 contains 10477 members 
Mstep: Class 7 contains 2952 members 
Mstep: Class 8 contains 11982 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 15812 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 14 contains 126459 members 
Mstep: Class 15 contains 64824 members 
Mstep: Class 16 contains 12842 members 
Mstep: Class 17 contains 293171 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 20 contains 120019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37443056.000000 Penalty: 37573.226562
Iteration 19Q: 18 clusters Score -3.744306e+07 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 124063 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 11032 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 2197 members 
Mstep: Class 14 contains 124897 members 
Mstep: Class 15 contains 64734 members 
Mstep: Class 16 contains 12511 members 
Mstep: Class 17 contains 293408 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 20 contains 119080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37446224.000000 Penalty: 37573.226562
Iteration 20F: 18 clusters Score -3.744622e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 129630 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 6 contains 10325 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 7775 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 123355 members 
Mstep: Class 15 contains 64490 members 
Mstep: Class 16 contains 12270 members 
Mstep: Class 17 contains 293387 members 
Mstep: Class 18 contains 7556 members 
Mstep: Class 20 contains 117877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37448848.000000 Penalty: 37573.226562
Iteration 21Q: 18 clusters Score -3.744885e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 135112 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 9269 members 
Mstep: Class 9 contains 1887 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 15071 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 121887 members 
Mstep: Class 15 contains 64259 members 
Mstep: Class 16 contains 12074 members 
Mstep: Class 17 contains 293211 members 
Mstep: Class 18 contains 7303 members 
Mstep: Class 20 contains 116483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2196.165039 but Gain 2210.191406
Score: -37451008.000000 Penalty: 35363.035156
Iteration 22Q: 17 clusters Score -3.745101e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 140789 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 6 contains 10224 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 8440 members 
Mstep: Class 10 contains 4300 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 14892 members 
Mstep: Class 13 contains 1864 members 
Mstep: Class 14 contains 120609 members 
Mstep: Class 15 contains 64614 members 
Mstep: Class 16 contains 12022 members 
Mstep: Class 17 contains 293434 members 
Mstep: Class 18 contains 7098 members 
Mstep: Class 20 contains 115046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37455032.000000 Penalty: 35363.035156
Iteration 23Q: 17 clusters Score -3.745503e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 146142 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 7713 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 14732 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 119180 members 
Mstep: Class 15 contains 64561 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 292934 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 20 contains 113233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37456608.000000 Penalty: 35363.035156
Iteration 24Q: 17 clusters Score -3.745661e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 151541 members 
Mstep: Class 4 contains 2806 members 
Mstep: Class 6 contains 10198 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 7006 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 14605 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 117877 members 
Mstep: Class 15 contains 64542 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 292203 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 20 contains 111298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37458052.000000 Penalty: 35363.035156
Iteration 25Q: 17 clusters Score -3.745805e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 156866 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 1707 members 
Mstep: Class 14 contains 116627 members 
Mstep: Class 15 contains 64534 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 291394 members 
Mstep: Class 18 contains 6635 members 
Mstep: Class 20 contains 109170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37459176.000000 Penalty: 35363.035156
Iteration 26Q: 17 clusters Score -3.745918e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 162245 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 6 contains 10195 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 14470 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 115401 members 
Mstep: Class 15 contains 64554 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 290520 members 
Mstep: Class 18 contains 6520 members 
Mstep: Class 20 contains 106889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37460800.000000 Penalty: 35363.035156
Iteration 27Q: 17 clusters Score -3.74608e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 167476 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 6 contains 10213 members 
Mstep: Class 7 contains 2416 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 6205 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 114301 members 
Mstep: Class 15 contains 64581 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 289619 members 
Mstep: Class 18 contains 6428 members 
Mstep: Class 20 contains 104514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37462088.000000 Penalty: 35363.035156
Iteration 28Q: 17 clusters Score -3.746209e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 172748 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 6 contains 10257 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 1681 members 
Mstep: Class 14 contains 113271 members 
Mstep: Class 15 contains 64593 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 17 contains 288775 members 
Mstep: Class 18 contains 6351 members 
Mstep: Class 20 contains 101926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37463124.000000 Penalty: 35363.035156
Iteration 29Q: 17 clusters Score -3.746312e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 177977 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 10 contains 3811 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 14293 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 112414 members 
Mstep: Class 15 contains 64610 members 
Mstep: Class 16 contains 11292 members 
Mstep: Class 17 contains 287839 members 
Mstep: Class 18 contains 6284 members 
Mstep: Class 20 contains 99196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37464504.000000 Penalty: 35363.035156
Iteration 30Q: 17 clusters Score -3.74645e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 183200 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 6 contains 10348 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 14271 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 111630 members 
Mstep: Class 15 contains 64646 members 
Mstep: Class 16 contains 11237 members 
Mstep: Class 17 contains 286901 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 20 contains 96359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37465568.000000 Penalty: 35363.035156
Iteration 31Q: 17 clusters Score -3.746557e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 188331 members 
Mstep: Class 4 contains 3518 members 
Mstep: Class 6 contains 10349 members 
Mstep: Class 7 contains 2230 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 110891 members 
Mstep: Class 15 contains 64706 members 
Mstep: Class 16 contains 11186 members 
Mstep: Class 17 contains 285972 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 20 contains 93544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37466960.000000 Penalty: 35363.035156
Iteration 32Q: 17 clusters Score -3.746696e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 193533 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 6 contains 10376 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 110213 members 
Mstep: Class 15 contains 64817 members 
Mstep: Class 16 contains 11144 members 
Mstep: Class 17 contains 285068 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 20 contains 90428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37468092.000000 Penalty: 35363.035156
Iteration 33Q: 17 clusters Score -3.746809e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 198670 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 6 contains 10408 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 10 contains 3699 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 14223 members 
Mstep: Class 13 contains 1633 members 
Mstep: Class 14 contains 109668 members 
Mstep: Class 15 contains 64923 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 284112 members 
Mstep: Class 18 contains 6028 members 
Mstep: Class 20 contains 87196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37469156.000000 Penalty: 35363.035156
Iteration 34Q: 17 clusters Score -3.746916e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 203748 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 6 contains 10439 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 14223 members 
Mstep: Class 13 contains 1609 members 
Mstep: Class 14 contains 109158 members 
Mstep: Class 15 contains 65034 members 
Mstep: Class 16 contains 11066 members 
Mstep: Class 17 contains 283146 members 
Mstep: Class 18 contains 5980 members 
Mstep: Class 20 contains 83929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37470484.000000 Penalty: 35363.035156
Iteration 35Q: 17 clusters Score -3.747048e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 208759 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 6 contains 10443 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 14216 members 
Mstep: Class 13 contains 1587 members 
Mstep: Class 14 contains 108726 members 
Mstep: Class 15 contains 65178 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 282199 members 
Mstep: Class 18 contains 5938 members 
Mstep: Class 20 contains 80592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2017.887085 but Gain 2210.187500
Score: -37471980.000000 Penalty: 33152.847656
Iteration 36Q: 16 clusters Score -3.747198e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 214913 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 14214 members 
Mstep: Class 13 contains 1597 members 
Mstep: Class 14 contains 108420 members 
Mstep: Class 15 contains 65340 members 
Mstep: Class 16 contains 10990 members 
Mstep: Class 17 contains 281657 members 
Mstep: Class 18 contains 5888 members 
Mstep: Class 20 contains 77169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37475272.000000 Penalty: 33152.847656
Iteration 37Q: 16 clusters Score -3.747527e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 219876 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 6 contains 10420 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 5285 members 
Mstep: Class 12 contains 14189 members 
Mstep: Class 13 contains 1606 members 
Mstep: Class 14 contains 108043 members 
Mstep: Class 15 contains 65511 members 
Mstep: Class 16 contains 10959 members 
Mstep: Class 17 contains 280622 members 
Mstep: Class 18 contains 5857 members 
Mstep: Class 20 contains 73619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37476716.000000 Penalty: 33152.847656
Iteration 38Q: 16 clusters Score -3.747672e+07 nChanged 6274
Entering ConstructFrom: 
Score: -37476716.000000 Penalty: 33152.847656
Entering ConstructFrom: 
Trying to split cluster 1 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -73514.539062 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -73514.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71764.750000 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -71764.75 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72088.648438 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -72088.65 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72146.187500 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -72146.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72168.835938 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -72168.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -72184.773438 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -72184.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -72197.468750 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -72197.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72207.398438 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -72207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -72216.242188 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -72216.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -72229.453125 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -72229.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -72236.242188 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -72236.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -72242.515625 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -72242.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -72245.953125 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -72245.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -72248.640625 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -72248.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -72248.789062 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -72248.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72249.085938 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -72249.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -72249.539062 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -72249.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -72250.539062 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -72250.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -72251.312500 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -72251.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72253.945312 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -72253.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72256.023438 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -72256.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -72258.656250 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -72258.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -72260.820312 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -72260.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -72262.765625 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -72262.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -72263.117188 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -72263.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -72264.054688 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -72264.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72265.843750 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -72265.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72266.804688 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -72266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72268.304688 Penalty: 2370.451904
	Iteration 27Q: 3 clusters Score -72268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72269.937500 Penalty: 2370.451904
	Iteration 28Q: 3 clusters Score -72269.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72269.937500 Penalty: 2370.451904
	Iteration 29F: 3 clusters Score -72269.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (224556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224556 members 
Entering Unmasked Estep 
Score: -10974432.000000 Penalty: 2002.305542
	Iteration 0F: 2 clusters Score -1.097443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112085 members 
Mstep: Class 2 contains 112471 members 
Entering Unmasked Estep 
Score: -10822951.000000 Penalty: 4004.611084
	Iteration 0F: 3 clusters Score -1.082295e+07 nChanged 109119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 118382 members 
Entering Unmasked Estep 
Score: -10887822.000000 Penalty: 4004.611084
	Iteration 1F: 3 clusters Score -1.088782e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -10888966.000000 Penalty: 4004.611084
	Iteration 2Q: 3 clusters Score -1.088897e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -10891098.000000 Penalty: 4004.611084
	Iteration 3Q: 3 clusters Score -1.08911e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 137102 members 
Entering Unmasked Estep 
Score: -10895086.000000 Penalty: 4004.611084
	Iteration 4Q: 3 clusters Score -1.089509e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 150715 members 
Entering Unmasked Estep 
Score: -10902889.000000 Penalty: 4004.611084
	Iteration 5F: 3 clusters Score -1.090289e+07 nChanged 18854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -10917291.000000 Penalty: 4004.611084
	Iteration 6F: 3 clusters Score -1.091729e+07 nChanged 21743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 191244 members 
Entering Unmasked Estep 
Score: -10938220.000000 Penalty: 4004.611084
	Iteration 7F: 3 clusters Score -1.093822e+07 nChanged 18778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 210022 members 
Entering Unmasked Estep 
Score: -10958262.000000 Penalty: 4004.611084
	Iteration 8F: 3 clusters Score -1.095826e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 220170 members 
Entering Unmasked Estep 
Score: -10968784.000000 Penalty: 4004.611084
	Iteration 9Q: 3 clusters Score -1.096878e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 223400 members 
Entering Unmasked Estep 
Score: -10971782.000000 Penalty: 4004.611084
	Iteration 10Q: 3 clusters Score -1.097178e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224110 members 
Entering Unmasked Estep 
Score: -10972411.000000 Penalty: 4004.611084
	Iteration 11Q: 3 clusters Score -1.097241e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224290 members 
Entering Unmasked Estep 
Score: -10972634.000000 Penalty: 4004.611084
	Iteration 12Q: 3 clusters Score -1.097263e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224340 members 
Entering Unmasked Estep 
Score: -10972691.000000 Penalty: 4004.611084
	Iteration 13Q: 3 clusters Score -1.097269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 224357 members 
Entering Unmasked Estep 
Score: -10972734.000000 Penalty: 4004.611084
	Iteration 14Q: 3 clusters Score -1.097273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 224357 members 
Entering Unmasked Estep 
Score: -10972740.000000 Penalty: 4004.611084
	Iteration 15Q: 3 clusters Score -1.097274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 224362 members 
Entering Unmasked Estep 
Score: -10972758.000000 Penalty: 4004.611084
	Iteration 16Q: 3 clusters Score -1.097276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 224363 members 
Entering Unmasked Estep 
Score: -10972766.000000 Penalty: 4004.611084
	Iteration 17Q: 3 clusters Score -1.097277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224366 members 
Entering Unmasked Estep 
Score: -10972782.000000 Penalty: 4004.611084
	Iteration 18Q: 3 clusters Score -1.097278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224366 members 
Entering Unmasked Estep 
Score: -10972784.000000 Penalty: 4004.611084
	Iteration 19Q: 3 clusters Score -1.097278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 224369 members 
Entering Unmasked Estep 
Score: -10972792.000000 Penalty: 4004.611084
	Iteration 20F: 3 clusters Score -1.097279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 224369 members 
Entering Unmasked Estep 
Score: -10972793.000000 Penalty: 4004.611084
	Iteration 21Q: 3 clusters Score -1.097279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 224368 members 
Entering Unmasked Estep 
Score: -10972797.000000 Penalty: 4004.611084
	Iteration 22Q: 3 clusters Score -1.09728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 224367 members 
Entering Unmasked Estep 
Score: -10972814.000000 Penalty: 4004.611084
	Iteration 23Q: 3 clusters Score -1.097281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224366 members 
Entering Unmasked Estep 
Score: -10972814.000000 Penalty: 4004.611084
	Iteration 24Q: 3 clusters Score -1.097281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224365 members 
Entering Unmasked Estep 
Score: -10972818.000000 Penalty: 4004.611084
	Iteration 25Q: 3 clusters Score -1.097282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224365 members 
Entering Unmasked Estep 
Score: -10972825.000000 Penalty: 4004.611084
	Iteration 26Q: 3 clusters Score -1.097282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224366 members 
Entering Unmasked Estep 
Score: -10972821.000000 Penalty: 4004.611084
	Iteration 27Q: 3 clusters Score -1.097282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224365 members 
Entering Unmasked Estep 
Score: -10972816.000000 Penalty: 4004.611084
	Iteration 28Q: 3 clusters Score -1.097282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224364 members 
Entering Unmasked Estep 
Score: -10972824.000000 Penalty: 4004.611084
	Iteration 29Q: 3 clusters Score -1.097282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224364 members 
Entering Unmasked Estep 
Score: -10972824.000000 Penalty: 4004.611084
	Iteration 30F: 3 clusters Score -1.097282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -193656.218750 Penalty: 1345.985596
	Iteration 0F: 2 clusters Score -193656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -190339.421875 Penalty: 2691.971191
	Iteration 0F: 3 clusters Score -190339.4 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -191187.750000 Penalty: 2691.971191
	Iteration 1F: 3 clusters Score -191187.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -191403.781250 Penalty: 2691.971191
	Iteration 2F: 3 clusters Score -191403.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -191693.015625 Penalty: 2691.971191
	Iteration 3F: 3 clusters Score -191693 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -191990.171875 Penalty: 2691.971191
	Iteration 4F: 3 clusters Score -191990.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -192263.390625 Penalty: 2691.971191
	Iteration 5F: 3 clusters Score -192263.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -192483.578125 Penalty: 2691.971191
	Iteration 6F: 3 clusters Score -192483.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -192638.812500 Penalty: 2691.971191
	Iteration 7F: 3 clusters Score -192638.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -192763.000000 Penalty: 2691.971191
	Iteration 8Q: 3 clusters Score -192763 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -192861.046875 Penalty: 2691.971191
	Iteration 9Q: 3 clusters Score -192861 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -192944.968750 Penalty: 2691.971191
	Iteration 10Q: 3 clusters Score -192945 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -193007.546875 Penalty: 2691.971191
	Iteration 11Q: 3 clusters Score -193007.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -193050.218750 Penalty: 2691.971191
	Iteration 12Q: 3 clusters Score -193050.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -193079.031250 Penalty: 2691.971191
	Iteration 13Q: 3 clusters Score -193079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -193088.500000 Penalty: 2691.971191
	Iteration 14Q: 3 clusters Score -193088.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -193094.437500 Penalty: 2691.971191
	Iteration 15Q: 3 clusters Score -193094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -193097.921875 Penalty: 2691.971191
	Iteration 16Q: 3 clusters Score -193097.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -193101.437500 Penalty: 2691.971191
	Iteration 17Q: 3 clusters Score -193101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -193103.843750 Penalty: 2691.971191
	Iteration 18Q: 3 clusters Score -193103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -193104.812500 Penalty: 2691.971191
	Iteration 19Q: 3 clusters Score -193104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -193105.468750 Penalty: 2691.971191
	Iteration 20F: 3 clusters Score -193105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -193105.828125 Penalty: 2691.971191
	Iteration 21Q: 3 clusters Score -193105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -193105.625000 Penalty: 2691.971191
	Iteration 22Q: 3 clusters Score -193105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -193106.421875 Penalty: 2691.971191
	Iteration 23Q: 3 clusters Score -193106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -193106.421875 Penalty: 2691.971191
	Iteration 24F: 3 clusters Score -193106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Entering Unmasked Estep 
Score: -508409.156250 Penalty: 1503.053711
	Iteration 0F: 2 clusters Score -508409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -500972.718750 Penalty: 3006.107422
	Iteration 0F: 3 clusters Score -500972.7 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -503362.156250 Penalty: 3006.107422
	Iteration 1F: 3 clusters Score -503362.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -503641.843750 Penalty: 3006.107422
	Iteration 2F: 3 clusters Score -503641.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -503915.781250 Penalty: 3006.107422
	Iteration 3F: 3 clusters Score -503915.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -504206.250000 Penalty: 3006.107422
	Iteration 4F: 3 clusters Score -504206.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -504535.531250 Penalty: 3006.107422
	Iteration 5F: 3 clusters Score -504535.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -504911.375000 Penalty: 3006.107422
	Iteration 6F: 3 clusters Score -504911.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -505338.312500 Penalty: 3006.107422
	Iteration 7F: 3 clusters Score -505338.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -505790.250000 Penalty: 3006.107422
	Iteration 8F: 3 clusters Score -505790.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -506144.875000 Penalty: 3006.107422
	Iteration 9Q: 3 clusters Score -506144.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -506374.843750 Penalty: 3006.107422
	Iteration 10Q: 3 clusters Score -506374.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -506497.687500 Penalty: 3006.107422
	Iteration 11Q: 3 clusters Score -506497.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -506577.031250 Penalty: 3006.107422
	Iteration 12Q: 3 clusters Score -506577 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -506643.562500 Penalty: 3006.107422
	Iteration 13Q: 3 clusters Score -506643.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -506696.406250 Penalty: 3006.107422
	Iteration 14Q: 3 clusters Score -506696.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -506741.437500 Penalty: 3006.107422
	Iteration 15Q: 3 clusters Score -506741.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -506782.500000 Penalty: 3006.107422
	Iteration 16Q: 3 clusters Score -506782.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -506820.656250 Penalty: 3006.107422
	Iteration 17Q: 3 clusters Score -506820.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -506858.437500 Penalty: 3006.107422
	Iteration 18Q: 3 clusters Score -506858.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -506883.718750 Penalty: 3006.107422
	Iteration 19Q: 3 clusters Score -506883.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -506903.968750 Penalty: 3006.107422
	Iteration 20F: 3 clusters Score -506904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -506922.093750 Penalty: 3006.107422
	Iteration 21Q: 3 clusters Score -506922.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -506939.781250 Penalty: 3006.107422
	Iteration 22Q: 3 clusters Score -506939.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -506960.312500 Penalty: 3006.107422
	Iteration 23Q: 3 clusters Score -506960.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -506973.500000 Penalty: 3006.107422
	Iteration 24Q: 3 clusters Score -506973.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -506985.312500 Penalty: 3006.107422
	Iteration 25Q: 3 clusters Score -506985.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -506994.531250 Penalty: 3006.107422
	Iteration 26Q: 3 clusters Score -506994.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -507005.718750 Penalty: 3006.107422
	Iteration 27Q: 3 clusters Score -507005.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -507019.968750 Penalty: 3006.107422
	Iteration 28Q: 3 clusters Score -507020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -507039.375000 Penalty: 3006.107422
	Iteration 29Q: 3 clusters Score -507039.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -507048.000000 Penalty: 3006.107422
	Iteration 30Q: 3 clusters Score -507048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -507058.437500 Penalty: 3006.107422
	Iteration 31Q: 3 clusters Score -507058.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -507066.062500 Penalty: 3006.107422
	Iteration 32Q: 3 clusters Score -507066.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -507071.437500 Penalty: 3006.107422
	Iteration 33Q: 3 clusters Score -507071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -507075.281250 Penalty: 3006.107422
	Iteration 34Q: 3 clusters Score -507075.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -507082.062500 Penalty: 3006.107422
	Iteration 35Q: 3 clusters Score -507082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -507085.687500 Penalty: 3006.107422
	Iteration 36Q: 3 clusters Score -507085.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -507090.718750 Penalty: 3006.107422
	Iteration 37Q: 3 clusters Score -507090.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -507094.281250 Penalty: 3006.107422
	Iteration 38Q: 3 clusters Score -507094.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -507096.906250 Penalty: 3006.107422
	Iteration 39Q: 3 clusters Score -507096.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -507099.656250 Penalty: 3006.107422
	Iteration 40F: 3 clusters Score -507099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -507102.218750 Penalty: 3006.107422
	Iteration 41Q: 3 clusters Score -507102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -507104.187500 Penalty: 3006.107422
	Iteration 42Q: 3 clusters Score -507104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -507108.062500 Penalty: 3006.107422
	Iteration 43Q: 3 clusters Score -507108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -507110.906250 Penalty: 3006.107422
	Iteration 44Q: 3 clusters Score -507110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -507116.625000 Penalty: 3006.107422
	Iteration 45Q: 3 clusters Score -507116.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -507124.375000 Penalty: 3006.107422
	Iteration 46Q: 3 clusters Score -507124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -507129.906250 Penalty: 3006.107422
	Iteration 47Q: 3 clusters Score -507129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -507134.406250 Penalty: 3006.107422
	Iteration 48Q: 3 clusters Score -507134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -507133.687500 Penalty: 3006.107422
	Iteration 49Q: 3 clusters Score -507133.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -507135.218750 Penalty: 3006.107422
	Iteration 50Q: 3 clusters Score -507135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -507136.437500 Penalty: 3006.107422
	Iteration 51Q: 3 clusters Score -507136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -507137.437500 Penalty: 3006.107422
	Iteration 52Q: 3 clusters Score -507137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -507137.250000 Penalty: 3006.107422
	Iteration 53Q: 3 clusters Score -507137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -507138.718750 Penalty: 3006.107422
	Iteration 54Q: 3 clusters Score -507138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -507140.312500 Penalty: 3006.107422
	Iteration 55Q: 3 clusters Score -507140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -507140.781250 Penalty: 3006.107422
	Iteration 56Q: 3 clusters Score -507140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -507141.718750 Penalty: 3006.107422
	Iteration 57Q: 3 clusters Score -507141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -507141.718750 Penalty: 3006.107422
	Iteration 58F: 3 clusters Score -507141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -108231.312500 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -108231.3 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 1024 members 
Entering Unmasked Estep 
Score: -106076.515625 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -106076.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -106535.570312 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -106535.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -106633.937500 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -106633.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -106681.164062 Penalty: 2477.683594
	Iteration 3Q: 3 clusters Score -106681.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -106713.625000 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -106713.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -106736.937500 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -106736.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -106749.273438 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -106749.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -106759.367188 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -106759.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -106766.781250 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -106766.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -106773.906250 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -106773.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -106779.234375 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -106779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -106785.117188 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -106785.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -106790.054688 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -106790.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -106792.687500 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -106792.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -106797.289062 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -106797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -106800.492188 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -106800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -106803.539062 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -106803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -106806.460938 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -106806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -106810.289062 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -106810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -106812.804688 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -106812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -106814.578125 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -106814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -106816.562500 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -106816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -106820.250000 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -106820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -106824.351562 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -106824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -106825.265625 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -106825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -106826.023438 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -106826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -106827.953125 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -106828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -106829.914062 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -106829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -106830.734375 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -106830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -106831.546875 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -106831.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -106831.546875 Penalty: 2477.683594
	Iteration 30F: 3 clusters Score -106831.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -174369.031250 Penalty: 1332.412842
	Iteration 0F: 2 clusters Score -174369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -171257.921875 Penalty: 2664.825684
	Iteration 0F: 3 clusters Score -171257.9 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -172028.218750 Penalty: 2664.825684
	Iteration 1F: 3 clusters Score -172028.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -172170.750000 Penalty: 2664.825684
	Iteration 2F: 3 clusters Score -172170.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -172243.500000 Penalty: 2664.825684
	Iteration 3Q: 3 clusters Score -172243.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -172291.953125 Penalty: 2664.825684
	Iteration 4Q: 3 clusters Score -172292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -172328.062500 Penalty: 2664.825684
	Iteration 5Q: 3 clusters Score -172328.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -172355.421875 Penalty: 2664.825684
	Iteration 6Q: 3 clusters Score -172355.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -172374.875000 Penalty: 2664.825684
	Iteration 7Q: 3 clusters Score -172374.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -172393.484375 Penalty: 2664.825684
	Iteration 8Q: 3 clusters Score -172393.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -172410.281250 Penalty: 2664.825684
	Iteration 9Q: 3 clusters Score -172410.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -172429.281250 Penalty: 2664.825684
	Iteration 10Q: 3 clusters Score -172429.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -172457.203125 Penalty: 2664.825684
	Iteration 11Q: 3 clusters Score -172457.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -172487.953125 Penalty: 2664.825684
	Iteration 12Q: 3 clusters Score -172488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -172526.562500 Penalty: 2664.825684
	Iteration 13Q: 3 clusters Score -172526.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -172573.953125 Penalty: 2664.825684
	Iteration 14Q: 3 clusters Score -172574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -172629.531250 Penalty: 2664.825684
	Iteration 15Q: 3 clusters Score -172629.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -172675.250000 Penalty: 2664.825684
	Iteration 16Q: 3 clusters Score -172675.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -172718.687500 Penalty: 2664.825684
	Iteration 17Q: 3 clusters Score -172718.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -172761.812500 Penalty: 2664.825684
	Iteration 18Q: 3 clusters Score -172761.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -172809.109375 Penalty: 2664.825684
	Iteration 19Q: 3 clusters Score -172809.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -172861.546875 Penalty: 2664.825684
	Iteration 20F: 3 clusters Score -172861.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -172922.000000 Penalty: 2664.825684
	Iteration 21Q: 3 clusters Score -172922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -172981.718750 Penalty: 2664.825684
	Iteration 22Q: 3 clusters Score -172981.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -173033.156250 Penalty: 2664.825684
	Iteration 23Q: 3 clusters Score -173033.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -173083.218750 Penalty: 2664.825684
	Iteration 24Q: 3 clusters Score -173083.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -173159.312500 Penalty: 2664.825684
	Iteration 25Q: 3 clusters Score -173159.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -173226.578125 Penalty: 2664.825684
	Iteration 26Q: 3 clusters Score -173226.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -173267.984375 Penalty: 2664.825684
	Iteration 27Q: 3 clusters Score -173268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -173302.656250 Penalty: 2664.825684
	Iteration 28Q: 3 clusters Score -173302.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -173338.234375 Penalty: 2664.825684
	Iteration 29Q: 3 clusters Score -173338.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -173362.375000 Penalty: 2664.825684
	Iteration 30Q: 3 clusters Score -173362.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -173374.406250 Penalty: 2664.825684
	Iteration 31Q: 3 clusters Score -173374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -173381.000000 Penalty: 2664.825684
	Iteration 32Q: 3 clusters Score -173381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -173386.093750 Penalty: 2664.825684
	Iteration 33Q: 3 clusters Score -173386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -173387.828125 Penalty: 2664.825684
	Iteration 34Q: 3 clusters Score -173387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -173388.265625 Penalty: 2664.825684
	Iteration 35Q: 3 clusters Score -173388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -173388.531250 Penalty: 2664.825684
	Iteration 36Q: 3 clusters Score -173388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -173390.062500 Penalty: 2664.825684
	Iteration 37Q: 3 clusters Score -173390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -173391.890625 Penalty: 2664.825684
	Iteration 38Q: 3 clusters Score -173391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173391.734375 Penalty: 2664.825684
	Iteration 39Q: 3 clusters Score -173391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173391.734375 Penalty: 2664.825684
	Iteration 40F: 3 clusters Score -173391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -269941.500000 Penalty: 1391.134399
	Iteration 0F: 2 clusters Score -269941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -265846.875000 Penalty: 2782.268799
	Iteration 0F: 3 clusters Score -265846.9 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -267003.187500 Penalty: 2782.268799
	Iteration 1F: 3 clusters Score -267003.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -267162.062500 Penalty: 2782.268799
	Iteration 2F: 3 clusters Score -267162.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -267260.437500 Penalty: 2782.268799
	Iteration 3Q: 3 clusters Score -267260.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -267342.625000 Penalty: 2782.268799
	Iteration 4Q: 3 clusters Score -267342.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -267404.250000 Penalty: 2782.268799
	Iteration 5Q: 3 clusters Score -267404.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -267441.312500 Penalty: 2782.268799
	Iteration 6Q: 3 clusters Score -267441.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -267473.531250 Penalty: 2782.268799
	Iteration 7Q: 3 clusters Score -267473.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -267497.343750 Penalty: 2782.268799
	Iteration 8Q: 3 clusters Score -267497.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -267517.093750 Penalty: 2782.268799
	Iteration 9Q: 3 clusters Score -267517.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -267537.781250 Penalty: 2782.268799
	Iteration 10Q: 3 clusters Score -267537.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -267560.906250 Penalty: 2782.268799
	Iteration 11Q: 3 clusters Score -267560.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -267586.281250 Penalty: 2782.268799
	Iteration 12Q: 3 clusters Score -267586.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -267621.656250 Penalty: 2782.268799
	Iteration 13Q: 3 clusters Score -267621.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -267659.218750 Penalty: 2782.268799
	Iteration 14Q: 3 clusters Score -267659.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -267705.687500 Penalty: 2782.268799
	Iteration 15Q: 3 clusters Score -267705.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -267762.281250 Penalty: 2782.268799
	Iteration 16Q: 3 clusters Score -267762.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -267823.000000 Penalty: 2782.268799
	Iteration 17Q: 3 clusters Score -267823 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -267890.312500 Penalty: 2782.268799
	Iteration 18Q: 3 clusters Score -267890.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -267966.906250 Penalty: 2782.268799
	Iteration 19Q: 3 clusters Score -267966.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -268058.187500 Penalty: 2782.268799
	Iteration 20F: 3 clusters Score -268058.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -268170.781250 Penalty: 2782.268799
	Iteration 21Q: 3 clusters Score -268170.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -268267.718750 Penalty: 2782.268799
	Iteration 22Q: 3 clusters Score -268267.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -268341.468750 Penalty: 2782.268799
	Iteration 23Q: 3 clusters Score -268341.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -268401.906250 Penalty: 2782.268799
	Iteration 24Q: 3 clusters Score -268401.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -268465.937500 Penalty: 2782.268799
	Iteration 25Q: 3 clusters Score -268465.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -268520.906250 Penalty: 2782.268799
	Iteration 26Q: 3 clusters Score -268520.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -268573.312500 Penalty: 2782.268799
	Iteration 27Q: 3 clusters Score -268573.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -268616.593750 Penalty: 2782.268799
	Iteration 28Q: 3 clusters Score -268616.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -268637.937500 Penalty: 2782.268799
	Iteration 29Q: 3 clusters Score -268637.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -268651.562500 Penalty: 2782.268799
	Iteration 30Q: 3 clusters Score -268651.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -268666.625000 Penalty: 2782.268799
	Iteration 31Q: 3 clusters Score -268666.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -268679.906250 Penalty: 2782.268799
	Iteration 32Q: 3 clusters Score -268679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -268693.312500 Penalty: 2782.268799
	Iteration 33Q: 3 clusters Score -268693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -268706.250000 Penalty: 2782.268799
	Iteration 34Q: 3 clusters Score -268706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -268715.312500 Penalty: 2782.268799
	Iteration 35Q: 3 clusters Score -268715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -268719.718750 Penalty: 2782.268799
	Iteration 36Q: 3 clusters Score -268719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -268726.843750 Penalty: 2782.268799
	Iteration 37Q: 3 clusters Score -268726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -268730.250000 Penalty: 2782.268799
	Iteration 38Q: 3 clusters Score -268730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -268733.218750 Penalty: 2782.268799
	Iteration 39Q: 3 clusters Score -268733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -268734.531250 Penalty: 2782.268799
	Iteration 40F: 3 clusters Score -268734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -268735.625000 Penalty: 2782.268799
	Iteration 41Q: 3 clusters Score -268735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -268735.625000 Penalty: 2782.268799
	Iteration 42F: 3 clusters Score -268735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Entering Unmasked Estep 
Score: -692229.000000 Penalty: 1553.364258
	Iteration 0F: 2 clusters Score -692229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -682364.125000 Penalty: 3106.728516
	Iteration 0F: 3 clusters Score -682364.1 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -685825.500000 Penalty: 3106.728516
	Iteration 1F: 3 clusters Score -685825.5 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -686137.937500 Penalty: 3106.728516
	Iteration 2F: 3 clusters Score -686137.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -686450.250000 Penalty: 3106.728516
	Iteration 3Q: 3 clusters Score -686450.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -686841.437500 Penalty: 3106.728516
	Iteration 4F: 3 clusters Score -686841.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -687361.375000 Penalty: 3106.728516
	Iteration 5F: 3 clusters Score -687361.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -687983.000000 Penalty: 3106.728516
	Iteration 6F: 3 clusters Score -687983 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -688675.562500 Penalty: 3106.728516
	Iteration 7F: 3 clusters Score -688675.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -689278.187500 Penalty: 3106.728516
	Iteration 8F: 3 clusters Score -689278.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -689751.437500 Penalty: 3106.728516
	Iteration 9Q: 3 clusters Score -689751.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -690050.812500 Penalty: 3106.728516
	Iteration 10Q: 3 clusters Score -690050.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -690215.000000 Penalty: 3106.728516
	Iteration 11Q: 3 clusters Score -690215 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -690314.312500 Penalty: 3106.728516
	Iteration 12Q: 3 clusters Score -690314.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -690372.750000 Penalty: 3106.728516
	Iteration 13Q: 3 clusters Score -690372.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -690423.750000 Penalty: 3106.728516
	Iteration 14Q: 3 clusters Score -690423.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -690463.937500 Penalty: 3106.728516
	Iteration 15Q: 3 clusters Score -690463.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -690503.750000 Penalty: 3106.728516
	Iteration 16Q: 3 clusters Score -690503.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -690540.625000 Penalty: 3106.728516
	Iteration 17Q: 3 clusters Score -690540.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -690572.062500 Penalty: 3106.728516
	Iteration 18Q: 3 clusters Score -690572.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -690596.125000 Penalty: 3106.728516
	Iteration 19Q: 3 clusters Score -690596.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -690618.000000 Penalty: 3106.728516
	Iteration 20F: 3 clusters Score -690618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -690638.437500 Penalty: 3106.728516
	Iteration 21Q: 3 clusters Score -690638.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -690655.000000 Penalty: 3106.728516
	Iteration 22Q: 3 clusters Score -690655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -690672.187500 Penalty: 3106.728516
	Iteration 23Q: 3 clusters Score -690672.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -690687.812500 Penalty: 3106.728516
	Iteration 24Q: 3 clusters Score -690687.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -690704.125000 Penalty: 3106.728516
	Iteration 25Q: 3 clusters Score -690704.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -690727.812500 Penalty: 3106.728516
	Iteration 26Q: 3 clusters Score -690727.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -690751.750000 Penalty: 3106.728516
	Iteration 27Q: 3 clusters Score -690751.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -690775.062500 Penalty: 3106.728516
	Iteration 28Q: 3 clusters Score -690775.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -690793.000000 Penalty: 3106.728516
	Iteration 29Q: 3 clusters Score -690793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -690809.687500 Penalty: 3106.728516
	Iteration 30Q: 3 clusters Score -690809.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -690831.812500 Penalty: 3106.728516
	Iteration 31Q: 3 clusters Score -690831.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -690846.062500 Penalty: 3106.728516
	Iteration 32Q: 3 clusters Score -690846.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -690858.000000 Penalty: 3106.728516
	Iteration 33Q: 3 clusters Score -690858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -690869.437500 Penalty: 3106.728516
	Iteration 34Q: 3 clusters Score -690869.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -690884.000000 Penalty: 3106.728516
	Iteration 35Q: 3 clusters Score -690884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -690899.312500 Penalty: 3106.728516
	Iteration 36Q: 3 clusters Score -690899.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -690916.687500 Penalty: 3106.728516
	Iteration 37Q: 3 clusters Score -690916.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -690935.437500 Penalty: 3106.728516
	Iteration 38Q: 3 clusters Score -690935.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -690957.125000 Penalty: 3106.728516
	Iteration 39Q: 3 clusters Score -690957.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -690979.375000 Penalty: 3106.728516
	Iteration 40F: 3 clusters Score -690979.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -690999.500000 Penalty: 3106.728516
	Iteration 41Q: 3 clusters Score -690999.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -691018.375000 Penalty: 3106.728516
	Iteration 42Q: 3 clusters Score -691018.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -691033.062500 Penalty: 3106.728516
	Iteration 43Q: 3 clusters Score -691033.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -691042.312500 Penalty: 3106.728516
	Iteration 44Q: 3 clusters Score -691042.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -691056.750000 Penalty: 3106.728516
	Iteration 45Q: 3 clusters Score -691056.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -691070.125000 Penalty: 3106.728516
	Iteration 46Q: 3 clusters Score -691070.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -691074.625000 Penalty: 3106.728516
	Iteration 47Q: 3 clusters Score -691074.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -691081.437500 Penalty: 3106.728516
	Iteration 48Q: 3 clusters Score -691081.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -691086.312500 Penalty: 3106.728516
	Iteration 49Q: 3 clusters Score -691086.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -691091.937500 Penalty: 3106.728516
	Iteration 50Q: 3 clusters Score -691091.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -691097.687500 Penalty: 3106.728516
	Iteration 51Q: 3 clusters Score -691097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -691098.500000 Penalty: 3106.728516
	Iteration 52Q: 3 clusters Score -691098.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -691103.125000 Penalty: 3106.728516
	Iteration 53Q: 3 clusters Score -691103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -691104.812500 Penalty: 3106.728516
	Iteration 54Q: 3 clusters Score -691104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -691105.812500 Penalty: 3106.728516
	Iteration 55Q: 3 clusters Score -691105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -691110.312500 Penalty: 3106.728516
	Iteration 56Q: 3 clusters Score -691110.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -691116.812500 Penalty: 3106.728516
	Iteration 57Q: 3 clusters Score -691116.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -691123.937500 Penalty: 3106.728516
	Iteration 58Q: 3 clusters Score -691123.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -691127.375000 Penalty: 3106.728516
	Iteration 59Q: 3 clusters Score -691127.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -691134.437500 Penalty: 3106.728516
	Iteration 60F: 3 clusters Score -691134.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -691149.937500 Penalty: 3106.728516
	Iteration 61Q: 3 clusters Score -691149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -691165.875000 Penalty: 3106.728516
	Iteration 62Q: 3 clusters Score -691165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -691172.125000 Penalty: 3106.728516
	Iteration 63Q: 3 clusters Score -691172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -691178.250000 Penalty: 3106.728516
	Iteration 64Q: 3 clusters Score -691178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -691186.562500 Penalty: 3106.728516
	Iteration 65Q: 3 clusters Score -691186.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -691194.750000 Penalty: 3106.728516
	Iteration 66Q: 3 clusters Score -691194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -691199.437500 Penalty: 3106.728516
	Iteration 67Q: 3 clusters Score -691199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -691202.937500 Penalty: 3106.728516
	Iteration 68Q: 3 clusters Score -691202.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -691208.687500 Penalty: 3106.728516
	Iteration 69Q: 3 clusters Score -691208.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -691211.437500 Penalty: 3106.728516
	Iteration 70Q: 3 clusters Score -691211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -691212.937500 Penalty: 3106.728516
	Iteration 71Q: 3 clusters Score -691212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -691213.437500 Penalty: 3106.728516
	Iteration 72Q: 3 clusters Score -691213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -691214.437500 Penalty: 3106.728516
	Iteration 73Q: 3 clusters Score -691214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -691214.625000 Penalty: 3106.728516
	Iteration 74Q: 3 clusters Score -691214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -691214.625000 Penalty: 3106.728516
	Iteration 75F: 3 clusters Score -691214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -86240.250000 Penalty: 1201.305298
	Iteration 0F: 2 clusters Score -86240.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -84366.984375 Penalty: 2402.610596
	Iteration 0F: 3 clusters Score -84366.98 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -84741.210938 Penalty: 2402.610596
	Iteration 1F: 3 clusters Score -84741.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -84819.515625 Penalty: 2402.610596
	Iteration 2F: 3 clusters Score -84819.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -84862.828125 Penalty: 2402.610596
	Iteration 3Q: 3 clusters Score -84862.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -84893.132812 Penalty: 2402.610596
	Iteration 4Q: 3 clusters Score -84893.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -84923.203125 Penalty: 2402.610596
	Iteration 5Q: 3 clusters Score -84923.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -84941.445312 Penalty: 2402.610596
	Iteration 6Q: 3 clusters Score -84941.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -84959.796875 Penalty: 2402.610596
	Iteration 7Q: 3 clusters Score -84959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -84966.781250 Penalty: 2402.610596
	Iteration 8Q: 3 clusters Score -84966.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -84967.460938 Penalty: 2402.610596
	Iteration 9Q: 3 clusters Score -84967.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -84967.664062 Penalty: 2402.610596
	Iteration 10Q: 3 clusters Score -84967.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -84967.937500 Penalty: 2402.610596
	Iteration 11Q: 3 clusters Score -84967.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -84968.468750 Penalty: 2402.610596
	Iteration 12Q: 3 clusters Score -84968.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -84969.187500 Penalty: 2402.610596
	Iteration 13Q: 3 clusters Score -84969.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -84969.734375 Penalty: 2402.610596
	Iteration 14Q: 3 clusters Score -84969.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -84970.710938 Penalty: 2402.610596
	Iteration 15Q: 3 clusters Score -84970.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -84972.539062 Penalty: 2402.610596
	Iteration 16Q: 3 clusters Score -84972.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -84974.445312 Penalty: 2402.610596
	Iteration 17Q: 3 clusters Score -84974.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -84977.328125 Penalty: 2402.610596
	Iteration 18Q: 3 clusters Score -84977.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84980.554688 Penalty: 2402.610596
	Iteration 19Q: 3 clusters Score -84980.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -84983.281250 Penalty: 2402.610596
	Iteration 20F: 3 clusters Score -84983.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -84986.437500 Penalty: 2402.610596
	Iteration 21Q: 3 clusters Score -84986.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -84987.414062 Penalty: 2402.610596
	Iteration 22Q: 3 clusters Score -84987.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84988.023438 Penalty: 2402.610596
	Iteration 23Q: 3 clusters Score -84988.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84988.023438 Penalty: 2402.610596
	Iteration 24F: 3 clusters Score -84988.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Entering Unmasked Estep 
Score: -5239249.500000 Penalty: 1882.957397
	Iteration 0F: 2 clusters Score -5239250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -5167172.500000 Penalty: 3765.914795
	Iteration 0F: 3 clusters Score -5167172 nChanged 51559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -5197285.500000 Penalty: 3765.914795
	Iteration 1F: 3 clusters Score -5197286 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -5199001.000000 Penalty: 3765.914795
	Iteration 2Q: 3 clusters Score -5199001 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -5201633.000000 Penalty: 3765.914795
	Iteration 3Q: 3 clusters Score -5201633 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -5205177.000000 Penalty: 3765.914795
	Iteration 4F: 3 clusters Score -5205177 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -5209725.500000 Penalty: 3765.914795
	Iteration 5F: 3 clusters Score -5209726 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5215416.000000 Penalty: 3765.914795
	Iteration 6F: 3 clusters Score -5215416 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -5220908.000000 Penalty: 3765.914795
	Iteration 7F: 3 clusters Score -5220908 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5224580.000000 Penalty: 3765.914795
	Iteration 8F: 3 clusters Score -5224580 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -5226391.000000 Penalty: 3765.914795
	Iteration 9Q: 3 clusters Score -5226391 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -5227284.500000 Penalty: 3765.914795
	Iteration 10Q: 3 clusters Score -5227284 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -5228058.000000 Penalty: 3765.914795
	Iteration 11Q: 3 clusters Score -5228058 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -5228820.500000 Penalty: 3765.914795
	Iteration 12Q: 3 clusters Score -5228820 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -5229642.000000 Penalty: 3765.914795
	Iteration 13Q: 3 clusters Score -5229642 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5230533.000000 Penalty: 3765.914795
	Iteration 14Q: 3 clusters Score -5230533 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -5231470.000000 Penalty: 3765.914795
	Iteration 15Q: 3 clusters Score -5231470 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5232441.000000 Penalty: 3765.914795
	Iteration 16Q: 3 clusters Score -5232441 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5233410.500000 Penalty: 3765.914795
	Iteration 17Q: 3 clusters Score -5233410 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5234349.500000 Penalty: 3765.914795
	Iteration 18Q: 3 clusters Score -5234350 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5235261.500000 Penalty: 3765.914795
	Iteration 19Q: 3 clusters Score -5235262 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5236257.500000 Penalty: 3765.914795
	Iteration 20F: 3 clusters Score -5236258 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5237052.500000 Penalty: 3765.914795
	Iteration 21Q: 3 clusters Score -5237052 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -5237867.500000 Penalty: 3765.914795
	Iteration 22Q: 3 clusters Score -5237868 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5238597.000000 Penalty: 3765.914795
	Iteration 23Q: 3 clusters Score -5238597 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -5239192.000000 Penalty: 3765.914795
	Iteration 24Q: 3 clusters Score -5239192 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -5239745.500000 Penalty: 3765.914795
	Iteration 25Q: 3 clusters Score -5239746 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5240133.000000 Penalty: 3765.914795
	Iteration 26Q: 3 clusters Score -5240133 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5240474.000000 Penalty: 3765.914795
	Iteration 27Q: 3 clusters Score -5240474 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -5240747.500000 Penalty: 3765.914795
	Iteration 28Q: 3 clusters Score -5240748 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5240967.500000 Penalty: 3765.914795
	Iteration 29Q: 3 clusters Score -5240968 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5241173.500000 Penalty: 3765.914795
	Iteration 30Q: 3 clusters Score -5241174 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5241313.000000 Penalty: 3765.914795
	Iteration 31Q: 3 clusters Score -5241313 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5241389.000000 Penalty: 3765.914795
	Iteration 32Q: 3 clusters Score -5241389 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5241449.000000 Penalty: 3765.914795
	Iteration 33Q: 3 clusters Score -5241449 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104206 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5241448.000000 Penalty: 3765.914795
	Iteration 34Q: 3 clusters Score -5241448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5241469.500000 Penalty: 3765.914795
	Iteration 35Q: 3 clusters Score -5241470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5241502.500000 Penalty: 3765.914795
	Iteration 36Q: 3 clusters Score -5241502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5241507.500000 Penalty: 3765.914795
	Iteration 37Q: 3 clusters Score -5241508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5241502.000000 Penalty: 3765.914795
	Iteration 38Q: 3 clusters Score -5241502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5241526.000000 Penalty: 3765.914795
	Iteration 39Q: 3 clusters Score -5241526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5241533.000000 Penalty: 3765.914795
	Iteration 40F: 3 clusters Score -5241533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5241530.500000 Penalty: 3765.914795
	Iteration 41Q: 3 clusters Score -5241530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5241527.000000 Penalty: 3765.914795
	Iteration 42Q: 3 clusters Score -5241527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5241533.000000 Penalty: 3765.914795
	Iteration 43Q: 3 clusters Score -5241533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104747 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5241536.000000 Penalty: 3765.914795
	Iteration 44Q: 3 clusters Score -5241536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5241538.500000 Penalty: 3765.914795
	Iteration 45Q: 3 clusters Score -5241538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104782 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5241534.500000 Penalty: 3765.914795
	Iteration 46Q: 3 clusters Score -5241534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5241542.000000 Penalty: 3765.914795
	Iteration 47Q: 3 clusters Score -5241542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5241548.000000 Penalty: 3765.914795
	Iteration 48Q: 3 clusters Score -5241548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104824 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5241549.500000 Penalty: 3765.914795
	Iteration 49Q: 3 clusters Score -5241550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5241554.500000 Penalty: 3765.914795
	Iteration 50Q: 3 clusters Score -5241554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5241558.000000 Penalty: 3765.914795
	Iteration 51Q: 3 clusters Score -5241558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5241561.500000 Penalty: 3765.914795
	Iteration 52Q: 3 clusters Score -5241562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5241561.500000 Penalty: 3765.914795
	Iteration 53F: 3 clusters Score -5241562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 224556 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 6 contains 10400 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 14174 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 104845 members 
Mstep: Class 15 contains 65630 members 
Mstep: Class 16 contains 10942 members 
Mstep: Class 17 contains 279702 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 20 contains 70140 members 
Entering Unmasked Estep 
Score: -37479448.000000 Penalty: 35363.035156
Splitting cluster 14 changes total score from -37476716.000000 to -37479448.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (65630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Entering Unmasked Estep 
Score: -3153184.500000 Penalty: 1802.415649
	Iteration 0F: 2 clusters Score -3153184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3109359.000000 Penalty: 3604.831299
	Iteration 0F: 3 clusters Score -3109359 nChanged 30981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3127432.500000 Penalty: 3604.831299
	Iteration 1F: 3 clusters Score -3127432 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -3128468.250000 Penalty: 3604.831299
	Iteration 2Q: 3 clusters Score -3128468 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -3130061.500000 Penalty: 3604.831299
	Iteration 3F: 3 clusters Score -3130062 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -3132505.750000 Penalty: 3604.831299
	Iteration 4F: 3 clusters Score -3132506 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -3135984.000000 Penalty: 3604.831299
	Iteration 5F: 3 clusters Score -3135984 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -3140403.750000 Penalty: 3604.831299
	Iteration 6F: 3 clusters Score -3140404 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -3144683.000000 Penalty: 3604.831299
	Iteration 7F: 3 clusters Score -3144683 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -3147732.750000 Penalty: 3604.831299
	Iteration 8Q: 3 clusters Score -3147733 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -3149123.750000 Penalty: 3604.831299
	Iteration 9Q: 3 clusters Score -3149124 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -3149727.000000 Penalty: 3604.831299
	Iteration 10Q: 3 clusters Score -3149727 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -3150135.750000 Penalty: 3604.831299
	Iteration 11Q: 3 clusters Score -3150136 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -3150397.000000 Penalty: 3604.831299
	Iteration 12Q: 3 clusters Score -3150397 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -3150586.250000 Penalty: 3604.831299
	Iteration 13Q: 3 clusters Score -3150586 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -3150743.250000 Penalty: 3604.831299
	Iteration 14Q: 3 clusters Score -3150743 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -3150873.000000 Penalty: 3604.831299
	Iteration 15Q: 3 clusters Score -3150873 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -3150976.250000 Penalty: 3604.831299
	Iteration 16Q: 3 clusters Score -3150976 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -3151085.500000 Penalty: 3604.831299
	Iteration 17Q: 3 clusters Score -3151086 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -3151174.500000 Penalty: 3604.831299
	Iteration 18Q: 3 clusters Score -3151174 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -3151258.000000 Penalty: 3604.831299
	Iteration 19Q: 3 clusters Score -3151258 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -3151326.500000 Penalty: 3604.831299
	Iteration 20F: 3 clusters Score -3151326 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -3151374.750000 Penalty: 3604.831299
	Iteration 21Q: 3 clusters Score -3151375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -3151414.250000 Penalty: 3604.831299
	Iteration 22Q: 3 clusters Score -3151414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -3151436.500000 Penalty: 3604.831299
	Iteration 23Q: 3 clusters Score -3151436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -3151471.500000 Penalty: 3604.831299
	Iteration 24Q: 3 clusters Score -3151472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -3151498.250000 Penalty: 3604.831299
	Iteration 25Q: 3 clusters Score -3151498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -3151514.000000 Penalty: 3604.831299
	Iteration 26Q: 3 clusters Score -3151514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -3151524.000000 Penalty: 3604.831299
	Iteration 27Q: 3 clusters Score -3151524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -3151520.750000 Penalty: 3604.831299
	Iteration 28Q: 3 clusters Score -3151521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -3151531.250000 Penalty: 3604.831299
	Iteration 29Q: 3 clusters Score -3151531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -3151546.250000 Penalty: 3604.831299
	Iteration 30Q: 3 clusters Score -3151546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -3151557.750000 Penalty: 3604.831299
	Iteration 31Q: 3 clusters Score -3151558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -3151568.500000 Penalty: 3604.831299
	Iteration 32Q: 3 clusters Score -3151568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -3151560.250000 Penalty: 3604.831299
	Iteration 33Q: 3 clusters Score -3151560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -3151565.000000 Penalty: 3604.831299
	Iteration 34Q: 3 clusters Score -3151565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -3151572.750000 Penalty: 3604.831299
	Iteration 35Q: 3 clusters Score -3151573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -3151571.250000 Penalty: 3604.831299
	Iteration 36Q: 3 clusters Score -3151571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -3151573.500000 Penalty: 3604.831299
	Iteration 37Q: 3 clusters Score -3151574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -3151577.250000 Penalty: 3604.831299
	Iteration 38Q: 3 clusters Score -3151577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -3151581.000000 Penalty: 3604.831299
	Iteration 39Q: 3 clusters Score -3151581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -3151589.500000 Penalty: 3604.831299
	Iteration 40F: 3 clusters Score -3151590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -3151590.750000 Penalty: 3604.831299
	Iteration 41Q: 3 clusters Score -3151591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -3151598.750000 Penalty: 3604.831299
	Iteration 42Q: 3 clusters Score -3151599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -3151606.750000 Penalty: 3604.831299
	Iteration 43Q: 3 clusters Score -3151607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -3151602.250000 Penalty: 3604.831299
	Iteration 44Q: 3 clusters Score -3151602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -3151609.750000 Penalty: 3604.831299
	Iteration 45Q: 3 clusters Score -3151610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -3151613.750000 Penalty: 3604.831299
	Iteration 46Q: 3 clusters Score -3151614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -3151616.000000 Penalty: 3604.831299
	Iteration 47Q: 3 clusters Score -3151616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -3151621.250000 Penalty: 3604.831299
	Iteration 48Q: 3 clusters Score -3151621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -3151622.000000 Penalty: 3604.831299
	Iteration 49Q: 3 clusters Score -3151622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -3151630.500000 Penalty: 3604.831299
	Iteration 50Q: 3 clusters Score -3151630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -3151630.500000 Penalty: 3604.831299
	Iteration 51Q: 3 clusters Score -3151630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -3151636.250000 Penalty: 3604.831299
	Iteration 52Q: 3 clusters Score -3151636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -3151647.000000 Penalty: 3604.831299
	Iteration 53Q: 3 clusters Score -3151647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -3151652.000000 Penalty: 3604.831299
	Iteration 54Q: 3 clusters Score -3151652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -3151653.000000 Penalty: 3604.831299
	Iteration 55Q: 3 clusters Score -3151653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -3151659.000000 Penalty: 3604.831299
	Iteration 56Q: 3 clusters Score -3151659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -3151664.250000 Penalty: 3604.831299
	Iteration 57Q: 3 clusters Score -3151664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -3151669.250000 Penalty: 3604.831299
	Iteration 58Q: 3 clusters Score -3151669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -3151672.750000 Penalty: 3604.831299
	Iteration 59Q: 3 clusters Score -3151673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -3151665.000000 Penalty: 3604.831299
	Iteration 60F: 3 clusters Score -3151665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -3151669.250000 Penalty: 3604.831299
	Iteration 61Q: 3 clusters Score -3151669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -3151672.500000 Penalty: 3604.831299
	Iteration 62Q: 3 clusters Score -3151672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -3151671.750000 Penalty: 3604.831299
	Iteration 63Q: 3 clusters Score -3151672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -3151673.000000 Penalty: 3604.831299
	Iteration 64Q: 3 clusters Score -3151673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -3151677.750000 Penalty: 3604.831299
	Iteration 65Q: 3 clusters Score -3151678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -3151670.250000 Penalty: 3604.831299
	Iteration 66Q: 3 clusters Score -3151670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -3151671.750000 Penalty: 3604.831299
	Iteration 67Q: 3 clusters Score -3151672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -3151673.500000 Penalty: 3604.831299
	Iteration 68Q: 3 clusters Score -3151674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -3151673.750000 Penalty: 3604.831299
	Iteration 69Q: 3 clusters Score -3151674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -3151674.250000 Penalty: 3604.831299
	Iteration 70Q: 3 clusters Score -3151674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -3151677.000000 Penalty: 3604.831299
	Iteration 71Q: 3 clusters Score -3151677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -3151675.000000 Penalty: 3604.831299
	Iteration 72Q: 3 clusters Score -3151675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -3151676.000000 Penalty: 3604.831299
	Iteration 73Q: 3 clusters Score -3151676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -3151679.500000 Penalty: 3604.831299
	Iteration 74Q: 3 clusters Score -3151680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -3151677.250000 Penalty: 3604.831299
	Iteration 75Q: 3 clusters Score -3151677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -3151675.500000 Penalty: 3604.831299
	Iteration 76Q: 3 clusters Score -3151676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -3151675.500000 Penalty: 3604.831299
	Iteration 77Q: 3 clusters Score -3151676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -3151677.500000 Penalty: 3604.831299
	Iteration 78Q: 3 clusters Score -3151678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -3151677.750000 Penalty: 3604.831299
	Iteration 79Q: 3 clusters Score -3151678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -3151680.250000 Penalty: 3604.831299
	Iteration 80F: 3 clusters Score -3151680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -3151681.500000 Penalty: 3604.831299
	Iteration 81Q: 3 clusters Score -3151682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -3151680.250000 Penalty: 3604.831299
	Iteration 82Q: 3 clusters Score -3151680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -3151683.750000 Penalty: 3604.831299
	Iteration 83Q: 3 clusters Score -3151684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -3151682.250000 Penalty: 3604.831299
	Iteration 84Q: 3 clusters Score -3151682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -3151683.250000 Penalty: 3604.831299
	Iteration 85Q: 3 clusters Score -3151683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -3151681.250000 Penalty: 3604.831299
	Iteration 86Q: 3 clusters Score -3151681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -3151688.000000 Penalty: 3604.831299
	Iteration 87Q: 3 clusters Score -3151688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -3151689.750000 Penalty: 3604.831299
	Iteration 88Q: 3 clusters Score -3151690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -3151696.500000 Penalty: 3604.831299
	Iteration 89Q: 3 clusters Score -3151696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -3151696.500000 Penalty: 3604.831299
	Iteration 90F: 3 clusters Score -3151696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Entering Unmasked Estep 
Score: -484841.531250 Penalty: 1511.309082
	Iteration 0F: 2 clusters Score -484841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -477083.500000 Penalty: 3022.618164
	Iteration 0F: 3 clusters Score -477083.5 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -479776.312500 Penalty: 3022.618164
	Iteration 1F: 3 clusters Score -479776.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -480224.125000 Penalty: 3022.618164
	Iteration 2F: 3 clusters Score -480224.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -480761.750000 Penalty: 3022.618164
	Iteration 3F: 3 clusters Score -480761.8 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -481390.562500 Penalty: 3022.618164
	Iteration 4F: 3 clusters Score -481390.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -482052.093750 Penalty: 3022.618164
	Iteration 5F: 3 clusters Score -482052.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -482582.250000 Penalty: 3022.618164
	Iteration 6F: 3 clusters Score -482582.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -482979.031250 Penalty: 3022.618164
	Iteration 7F: 3 clusters Score -482979 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -483203.656250 Penalty: 3022.618164
	Iteration 8Q: 3 clusters Score -483203.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -483334.156250 Penalty: 3022.618164
	Iteration 9Q: 3 clusters Score -483334.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -483442.625000 Penalty: 3022.618164
	Iteration 10Q: 3 clusters Score -483442.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -483555.156250 Penalty: 3022.618164
	Iteration 11Q: 3 clusters Score -483555.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -483647.343750 Penalty: 3022.618164
	Iteration 12Q: 3 clusters Score -483647.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -483729.375000 Penalty: 3022.618164
	Iteration 13Q: 3 clusters Score -483729.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -483803.281250 Penalty: 3022.618164
	Iteration 14Q: 3 clusters Score -483803.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -483863.281250 Penalty: 3022.618164
	Iteration 15Q: 3 clusters Score -483863.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -483914.562500 Penalty: 3022.618164
	Iteration 16Q: 3 clusters Score -483914.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -483975.781250 Penalty: 3022.618164
	Iteration 17Q: 3 clusters Score -483975.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -484036.656250 Penalty: 3022.618164
	Iteration 18Q: 3 clusters Score -484036.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -484088.125000 Penalty: 3022.618164
	Iteration 19Q: 3 clusters Score -484088.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -484146.156250 Penalty: 3022.618164
	Iteration 20F: 3 clusters Score -484146.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -484201.375000 Penalty: 3022.618164
	Iteration 21Q: 3 clusters Score -484201.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -484250.000000 Penalty: 3022.618164
	Iteration 22Q: 3 clusters Score -484250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -484285.250000 Penalty: 3022.618164
	Iteration 23Q: 3 clusters Score -484285.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -484314.218750 Penalty: 3022.618164
	Iteration 24Q: 3 clusters Score -484314.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -484341.312500 Penalty: 3022.618164
	Iteration 25Q: 3 clusters Score -484341.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -484369.343750 Penalty: 3022.618164
	Iteration 26Q: 3 clusters Score -484369.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -484404.531250 Penalty: 3022.618164
	Iteration 27Q: 3 clusters Score -484404.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -484439.812500 Penalty: 3022.618164
	Iteration 28Q: 3 clusters Score -484439.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -484471.281250 Penalty: 3022.618164
	Iteration 29Q: 3 clusters Score -484471.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -484481.343750 Penalty: 3022.618164
	Iteration 30Q: 3 clusters Score -484481.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -484485.687500 Penalty: 3022.618164
	Iteration 31Q: 3 clusters Score -484485.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -484488.593750 Penalty: 3022.618164
	Iteration 32Q: 3 clusters Score -484488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -484492.562500 Penalty: 3022.618164
	Iteration 33Q: 3 clusters Score -484492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -484496.750000 Penalty: 3022.618164
	Iteration 34Q: 3 clusters Score -484496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -484497.687500 Penalty: 3022.618164
	Iteration 35Q: 3 clusters Score -484497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -484498.250000 Penalty: 3022.618164
	Iteration 36Q: 3 clusters Score -484498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -484499.281250 Penalty: 3022.618164
	Iteration 37Q: 3 clusters Score -484499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -484500.437500 Penalty: 3022.618164
	Iteration 38Q: 3 clusters Score -484500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -484502.906250 Penalty: 3022.618164
	Iteration 39Q: 3 clusters Score -484502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -484502.906250 Penalty: 3022.618164
	Iteration 40F: 3 clusters Score -484502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -484504.875000 Penalty: 3022.618164
	Iteration 41Q: 3 clusters Score -484504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -484505.687500 Penalty: 3022.618164
	Iteration 42Q: 3 clusters Score -484505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -484505.687500 Penalty: 3022.618164
	Iteration 43F: 3 clusters Score -484505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (279702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279702 members 
Entering Unmasked Estep 
Score: -13254445.000000 Penalty: 2037.990479
	Iteration 0F: 2 clusters Score -1.325444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 139953 members 
Entering Unmasked Estep 
Score: -13065149.000000 Penalty: 4075.980957
	Iteration 0F: 3 clusters Score -1.306515e+07 nChanged 135989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135012 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -13148154.000000 Penalty: 4075.980957
	Iteration 1F: 3 clusters Score -1.314815e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 148092 members 
Entering Unmasked Estep 
Score: -13150929.000000 Penalty: 4075.980957
	Iteration 2Q: 3 clusters Score -1.315093e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -13155157.000000 Penalty: 4075.980957
	Iteration 3Q: 3 clusters Score -1.315516e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 159937 members 
Entering Unmasked Estep 
Score: -13161759.000000 Penalty: 4075.980957
	Iteration 4Q: 3 clusters Score -1.316176e+07 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -13170575.000000 Penalty: 4075.980957
	Iteration 5F: 3 clusters Score -1.317058e+07 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 177917 members 
Entering Unmasked Estep 
Score: -13181864.000000 Penalty: 4075.980957
	Iteration 6F: 3 clusters Score -1.318186e+07 nChanged 17082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -13194878.000000 Penalty: 4075.980957
	Iteration 7F: 3 clusters Score -1.319488e+07 nChanged 15634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 194507 members 
Entering Unmasked Estep 
Score: -13206023.000000 Penalty: 4075.980957
	Iteration 8F: 3 clusters Score -1.320602e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 200248 members 
Entering Unmasked Estep 
Score: -13213166.000000 Penalty: 4075.980957
	Iteration 9Q: 3 clusters Score -1.321317e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 204986 members 
Entering Unmasked Estep 
Score: -13216815.000000 Penalty: 4075.980957
	Iteration 10Q: 3 clusters Score -1.321682e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 209494 members 
Entering Unmasked Estep 
Score: -13219349.000000 Penalty: 4075.980957
	Iteration 11Q: 3 clusters Score -1.321935e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 214104 members 
Entering Unmasked Estep 
Score: -13221681.000000 Penalty: 4075.980957
	Iteration 12Q: 3 clusters Score -1.322168e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 218793 members 
Entering Unmasked Estep 
Score: -13224120.000000 Penalty: 4075.980957
	Iteration 13Q: 3 clusters Score -1.322412e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 223479 members 
Entering Unmasked Estep 
Score: -13226651.000000 Penalty: 4075.980957
	Iteration 14Q: 3 clusters Score -1.322665e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 228097 members 
Entering Unmasked Estep 
Score: -13229554.000000 Penalty: 4075.980957
	Iteration 15Q: 3 clusters Score -1.322955e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 232580 members 
Entering Unmasked Estep 
Score: -13232351.000000 Penalty: 4075.980957
	Iteration 16Q: 3 clusters Score -1.323235e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 236855 members 
Entering Unmasked Estep 
Score: -13235060.000000 Penalty: 4075.980957
	Iteration 17Q: 3 clusters Score -1.323506e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 240881 members 
Entering Unmasked Estep 
Score: -13237585.000000 Penalty: 4075.980957
	Iteration 18Q: 3 clusters Score -1.323758e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 244571 members 
Entering Unmasked Estep 
Score: -13239768.000000 Penalty: 4075.980957
	Iteration 19Q: 3 clusters Score -1.323977e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 247912 members 
Entering Unmasked Estep 
Score: -13241634.000000 Penalty: 4075.980957
	Iteration 20F: 3 clusters Score -1.324163e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 250911 members 
Entering Unmasked Estep 
Score: -13243268.000000 Penalty: 4075.980957
	Iteration 21Q: 3 clusters Score -1.324327e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 253704 members 
Entering Unmasked Estep 
Score: -13244680.000000 Penalty: 4075.980957
	Iteration 22Q: 3 clusters Score -1.324468e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 256164 members 
Entering Unmasked Estep 
Score: -13245825.000000 Penalty: 4075.980957
	Iteration 23Q: 3 clusters Score -1.324582e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 258401 members 
Entering Unmasked Estep 
Score: -13246912.000000 Penalty: 4075.980957
	Iteration 24Q: 3 clusters Score -1.324691e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 260413 members 
Entering Unmasked Estep 
Score: -13247873.000000 Penalty: 4075.980957
	Iteration 25Q: 3 clusters Score -1.324787e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 262308 members 
Entering Unmasked Estep 
Score: -13248687.000000 Penalty: 4075.980957
	Iteration 26Q: 3 clusters Score -1.324869e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 263984 members 
Entering Unmasked Estep 
Score: -13249384.000000 Penalty: 4075.980957
	Iteration 27Q: 3 clusters Score -1.324938e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 265421 members 
Entering Unmasked Estep 
Score: -13249938.000000 Penalty: 4075.980957
	Iteration 28Q: 3 clusters Score -1.324994e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 266728 members 
Entering Unmasked Estep 
Score: -13250390.000000 Penalty: 4075.980957
	Iteration 29Q: 3 clusters Score -1.325039e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 267918 members 
Entering Unmasked Estep 
Score: -13250852.000000 Penalty: 4075.980957
	Iteration 30Q: 3 clusters Score -1.325085e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 268980 members 
Entering Unmasked Estep 
Score: -13251233.000000 Penalty: 4075.980957
	Iteration 31Q: 3 clusters Score -1.325123e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 269904 members 
Entering Unmasked Estep 
Score: -13251477.000000 Penalty: 4075.980957
	Iteration 32Q: 3 clusters Score -1.325148e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 270770 members 
Entering Unmasked Estep 
Score: -13251765.000000 Penalty: 4075.980957
	Iteration 33Q: 3 clusters Score -1.325176e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 271535 members 
Entering Unmasked Estep 
Score: -13251985.000000 Penalty: 4075.980957
	Iteration 34Q: 3 clusters Score -1.325198e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 272150 members 
Entering Unmasked Estep 
Score: -13252112.000000 Penalty: 4075.980957
	Iteration 35Q: 3 clusters Score -1.325211e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 272686 members 
Entering Unmasked Estep 
Score: -13252250.000000 Penalty: 4075.980957
	Iteration 36Q: 3 clusters Score -1.325225e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 273170 members 
Entering Unmasked Estep 
Score: -13252307.000000 Penalty: 4075.980957
	Iteration 37Q: 3 clusters Score -1.325231e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 273596 members 
Entering Unmasked Estep 
Score: -13252434.000000 Penalty: 4075.980957
	Iteration 38Q: 3 clusters Score -1.325243e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 273990 members 
Entering Unmasked Estep 
Score: -13252511.000000 Penalty: 4075.980957
	Iteration 39Q: 3 clusters Score -1.325251e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 274346 members 
Entering Unmasked Estep 
Score: -13252602.000000 Penalty: 4075.980957
	Iteration 40F: 3 clusters Score -1.32526e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 274636 members 
Entering Unmasked Estep 
Score: -13252674.000000 Penalty: 4075.980957
	Iteration 41Q: 3 clusters Score -1.325267e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 274906 members 
Entering Unmasked Estep 
Score: -13252708.000000 Penalty: 4075.980957
	Iteration 42Q: 3 clusters Score -1.325271e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 275112 members 
Entering Unmasked Estep 
Score: -13252760.000000 Penalty: 4075.980957
	Iteration 43Q: 3 clusters Score -1.325276e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 275309 members 
Entering Unmasked Estep 
Score: -13252805.000000 Penalty: 4075.980957
	Iteration 44Q: 3 clusters Score -1.32528e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 275493 members 
Entering Unmasked Estep 
Score: -13252809.000000 Penalty: 4075.980957
	Iteration 45Q: 3 clusters Score -1.325281e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 275662 members 
Entering Unmasked Estep 
Score: -13252815.000000 Penalty: 4075.980957
	Iteration 46Q: 3 clusters Score -1.325282e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 275794 members 
Entering Unmasked Estep 
Score: -13252869.000000 Penalty: 4075.980957
	Iteration 47Q: 3 clusters Score -1.325287e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 275905 members 
Entering Unmasked Estep 
Score: -13252899.000000 Penalty: 4075.980957
	Iteration 48Q: 3 clusters Score -1.32529e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 276012 members 
Entering Unmasked Estep 
Score: -13252909.000000 Penalty: 4075.980957
	Iteration 49Q: 3 clusters Score -1.325291e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 276095 members 
Entering Unmasked Estep 
Score: -13252914.000000 Penalty: 4075.980957
	Iteration 50Q: 3 clusters Score -1.325291e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 276168 members 
Entering Unmasked Estep 
Score: -13252921.000000 Penalty: 4075.980957
	Iteration 51Q: 3 clusters Score -1.325292e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 276247 members 
Entering Unmasked Estep 
Score: -13252932.000000 Penalty: 4075.980957
	Iteration 52Q: 3 clusters Score -1.325293e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 276315 members 
Entering Unmasked Estep 
Score: -13252943.000000 Penalty: 4075.980957
	Iteration 53Q: 3 clusters Score -1.325294e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 276381 members 
Entering Unmasked Estep 
Score: -13252953.000000 Penalty: 4075.980957
	Iteration 54Q: 3 clusters Score -1.325295e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 276433 members 
Entering Unmasked Estep 
Score: -13252946.000000 Penalty: 4075.980957
	Iteration 55Q: 3 clusters Score -1.325295e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 276494 members 
Entering Unmasked Estep 
Score: -13252971.000000 Penalty: 4075.980957
	Iteration 56Q: 3 clusters Score -1.325297e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 276551 members 
Entering Unmasked Estep 
Score: -13252978.000000 Penalty: 4075.980957
	Iteration 57Q: 3 clusters Score -1.325298e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 276613 members 
Entering Unmasked Estep 
Score: -13252983.000000 Penalty: 4075.980957
	Iteration 58Q: 3 clusters Score -1.325298e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 276686 members 
Entering Unmasked Estep 
Score: -13252999.000000 Penalty: 4075.980957
	Iteration 59Q: 3 clusters Score -1.3253e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 276744 members 
Entering Unmasked Estep 
Score: -13253005.000000 Penalty: 4075.980957
	Iteration 60F: 3 clusters Score -1.3253e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 276791 members 
Entering Unmasked Estep 
Score: -13253013.000000 Penalty: 4075.980957
	Iteration 61Q: 3 clusters Score -1.325301e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 276835 members 
Entering Unmasked Estep 
Score: -13253012.000000 Penalty: 4075.980957
	Iteration 62Q: 3 clusters Score -1.325301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 276885 members 
Entering Unmasked Estep 
Score: -13253005.000000 Penalty: 4075.980957
	Iteration 63Q: 3 clusters Score -1.3253e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 276938 members 
Entering Unmasked Estep 
Score: -13253053.000000 Penalty: 4075.980957
	Iteration 64Q: 3 clusters Score -1.325305e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 276988 members 
Entering Unmasked Estep 
Score: -13253064.000000 Penalty: 4075.980957
	Iteration 65Q: 3 clusters Score -1.325306e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 277032 members 
Entering Unmasked Estep 
Score: -13253094.000000 Penalty: 4075.980957
	Iteration 66Q: 3 clusters Score -1.325309e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 277084 members 
Entering Unmasked Estep 
Score: -13253099.000000 Penalty: 4075.980957
	Iteration 67Q: 3 clusters Score -1.32531e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 277144 members 
Entering Unmasked Estep 
Score: -13253103.000000 Penalty: 4075.980957
	Iteration 68Q: 3 clusters Score -1.32531e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 277184 members 
Entering Unmasked Estep 
Score: -13253109.000000 Penalty: 4075.980957
	Iteration 69Q: 3 clusters Score -1.325311e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 277232 members 
Entering Unmasked Estep 
Score: -13253108.000000 Penalty: 4075.980957
	Iteration 70Q: 3 clusters Score -1.325311e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 277262 members 
Entering Unmasked Estep 
Score: -13253133.000000 Penalty: 4075.980957
	Iteration 71Q: 3 clusters Score -1.325313e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 277282 members 
Entering Unmasked Estep 
Score: -13253133.000000 Penalty: 4075.980957
	Iteration 72Q: 3 clusters Score -1.325313e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 277311 members 
Entering Unmasked Estep 
Score: -13253149.000000 Penalty: 4075.980957
	Iteration 73Q: 3 clusters Score -1.325315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 277331 members 
Entering Unmasked Estep 
Score: -13253177.000000 Penalty: 4075.980957
	Iteration 74Q: 3 clusters Score -1.325318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 277357 members 
Entering Unmasked Estep 
Score: -13253157.000000 Penalty: 4075.980957
	Iteration 75Q: 3 clusters Score -1.325316e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 277382 members 
Entering Unmasked Estep 
Score: -13253184.000000 Penalty: 4075.980957
	Iteration 76Q: 3 clusters Score -1.325318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 277405 members 
Entering Unmasked Estep 
Score: -13253203.000000 Penalty: 4075.980957
	Iteration 77Q: 3 clusters Score -1.32532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 277422 members 
Entering Unmasked Estep 
Score: -13253208.000000 Penalty: 4075.980957
	Iteration 78Q: 3 clusters Score -1.325321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 277434 members 
Entering Unmasked Estep 
Score: -13253193.000000 Penalty: 4075.980957
	Iteration 79Q: 3 clusters Score -1.325319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 277447 members 
Entering Unmasked Estep 
Score: -13253188.000000 Penalty: 4075.980957
	Iteration 80F: 3 clusters Score -1.325319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 277458 members 
Entering Unmasked Estep 
Score: -13253202.000000 Penalty: 4075.980957
	Iteration 81Q: 3 clusters Score -1.32532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 277469 members 
Entering Unmasked Estep 
Score: -13253193.000000 Penalty: 4075.980957
	Iteration 82Q: 3 clusters Score -1.325319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 277479 members 
Entering Unmasked Estep 
Score: -13253197.000000 Penalty: 4075.980957
	Iteration 83Q: 3 clusters Score -1.32532e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 277496 members 
Entering Unmasked Estep 
Score: -13253199.000000 Penalty: 4075.980957
	Iteration 84Q: 3 clusters Score -1.32532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 277511 members 
Entering Unmasked Estep 
Score: -13253216.000000 Penalty: 4075.980957
	Iteration 85Q: 3 clusters Score -1.325322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 277520 members 
Entering Unmasked Estep 
Score: -13253217.000000 Penalty: 4075.980957
	Iteration 86Q: 3 clusters Score -1.325322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 277529 members 
Entering Unmasked Estep 
Score: -13253224.000000 Penalty: 4075.980957
	Iteration 87Q: 3 clusters Score -1.325322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 277539 members 
Entering Unmasked Estep 
Score: -13253232.000000 Penalty: 4075.980957
	Iteration 88Q: 3 clusters Score -1.325323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 277543 members 
Entering Unmasked Estep 
Score: -13253235.000000 Penalty: 4075.980957
	Iteration 89Q: 3 clusters Score -1.325324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 277553 members 
Entering Unmasked Estep 
Score: -13253237.000000 Penalty: 4075.980957
	Iteration 90Q: 3 clusters Score -1.325324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 277559 members 
Entering Unmasked Estep 
Score: -13253235.000000 Penalty: 4075.980957
	Iteration 91Q: 3 clusters Score -1.325324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 277566 members 
Entering Unmasked Estep 
Score: -13253240.000000 Penalty: 4075.980957
	Iteration 92Q: 3 clusters Score -1.325324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 277573 members 
Entering Unmasked Estep 
Score: -13253241.000000 Penalty: 4075.980957
	Iteration 93Q: 3 clusters Score -1.325324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 277581 members 
Entering Unmasked Estep 
Score: -13253237.000000 Penalty: 4075.980957
	Iteration 94Q: 3 clusters Score -1.325324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 277588 members 
Entering Unmasked Estep 
Score: -13253242.000000 Penalty: 4075.980957
	Iteration 95Q: 3 clusters Score -1.325324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 277600 members 
Entering Unmasked Estep 
Score: -13253254.000000 Penalty: 4075.980957
	Iteration 96Q: 3 clusters Score -1.325325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 277612 members 
Entering Unmasked Estep 
Score: -13253257.000000 Penalty: 4075.980957
	Iteration 97Q: 3 clusters Score -1.325326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 277626 members 
Entering Unmasked Estep 
Score: -13253232.000000 Penalty: 4075.980957
	Iteration 98Q: 3 clusters Score -1.325323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 277636 members 
Entering Unmasked Estep 
Score: -13253241.000000 Penalty: 4075.980957
	Iteration 99Q: 3 clusters Score -1.325324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 277643 members 
Entering Unmasked Estep 
Score: -13253263.000000 Penalty: 4075.980957
	Iteration 100F: 3 clusters Score -1.325326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 277644 members 
Entering Unmasked Estep 
Score: -13253270.000000 Penalty: 4075.980957
	Iteration 101Q: 3 clusters Score -1.325327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 277647 members 
Entering Unmasked Estep 
Score: -13253261.000000 Penalty: 4075.980957
	Iteration 102Q: 3 clusters Score -1.325326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 277647 members 
Entering Unmasked Estep 
Score: -13253259.000000 Penalty: 4075.980957
	Iteration 103Q: 3 clusters Score -1.325326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 277649 members 
Entering Unmasked Estep 
Score: -13253257.000000 Penalty: 4075.980957
	Iteration 104Q: 3 clusters Score -1.325326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 277652 members 
Entering Unmasked Estep 
Score: -13253258.000000 Penalty: 4075.980957
	Iteration 105Q: 3 clusters Score -1.325326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 277662 members 
Entering Unmasked Estep 
Score: -13253250.000000 Penalty: 4075.980957
	Iteration 106Q: 3 clusters Score -1.325325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 277666 members 
Entering Unmasked Estep 
Score: -13253241.000000 Penalty: 4075.980957
	Iteration 107Q: 3 clusters Score -1.325324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 277669 members 
Entering Unmasked Estep 
Score: -13253247.000000 Penalty: 4075.980957
	Iteration 108Q: 3 clusters Score -1.325325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 277672 members 
Entering Unmasked Estep 
Score: -13253247.000000 Penalty: 4075.980957
	Iteration 109Q: 3 clusters Score -1.325325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 277671 members 
Entering Unmasked Estep 
Score: -13253245.000000 Penalty: 4075.980957
	Iteration 110Q: 3 clusters Score -1.325324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 277669 members 
Entering Unmasked Estep 
Score: -13253243.000000 Penalty: 4075.980957
	Iteration 111Q: 3 clusters Score -1.325324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 277671 members 
Entering Unmasked Estep 
Score: -13253240.000000 Penalty: 4075.980957
	Iteration 112Q: 3 clusters Score -1.325324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 277672 members 
Entering Unmasked Estep 
Score: -13253246.000000 Penalty: 4075.980957
	Iteration 113Q: 3 clusters Score -1.325325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 277670 members 
Entering Unmasked Estep 
Score: -13253246.000000 Penalty: 4075.980957
	Iteration 114Q: 3 clusters Score -1.325325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 277670 members 
Entering Unmasked Estep 
Score: -13253246.000000 Penalty: 4075.980957
	Iteration 115F: 3 clusters Score -1.325325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -285616.531250 Penalty: 1409.111938
	Iteration 0F: 2 clusters Score -285616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -281038.312500 Penalty: 2818.223877
	Iteration 0F: 3 clusters Score -281038.3 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -282495.968750 Penalty: 2818.223877
	Iteration 1F: 3 clusters Score -282496 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -282810.250000 Penalty: 2818.223877
	Iteration 2F: 3 clusters Score -282810.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -283095.468750 Penalty: 2818.223877
	Iteration 3F: 3 clusters Score -283095.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -283359.437500 Penalty: 2818.223877
	Iteration 4F: 3 clusters Score -283359.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -283625.281250 Penalty: 2818.223877
	Iteration 5F: 3 clusters Score -283625.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -283889.875000 Penalty: 2818.223877
	Iteration 6F: 3 clusters Score -283889.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -284152.218750 Penalty: 2818.223877
	Iteration 7Q: 3 clusters Score -284152.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -284429.218750 Penalty: 2818.223877
	Iteration 8F: 3 clusters Score -284429.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -284664.500000 Penalty: 2818.223877
	Iteration 9Q: 3 clusters Score -284664.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -284790.937500 Penalty: 2818.223877
	Iteration 10Q: 3 clusters Score -284790.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -284845.187500 Penalty: 2818.223877
	Iteration 11Q: 3 clusters Score -284845.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -284869.656250 Penalty: 2818.223877
	Iteration 12Q: 3 clusters Score -284869.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -284888.218750 Penalty: 2818.223877
	Iteration 13Q: 3 clusters Score -284888.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -284902.437500 Penalty: 2818.223877
	Iteration 14Q: 3 clusters Score -284902.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -284911.343750 Penalty: 2818.223877
	Iteration 15Q: 3 clusters Score -284911.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -284918.218750 Penalty: 2818.223877
	Iteration 16Q: 3 clusters Score -284918.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -284923.593750 Penalty: 2818.223877
	Iteration 17Q: 3 clusters Score -284923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -284928.843750 Penalty: 2818.223877
	Iteration 18Q: 3 clusters Score -284928.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -284933.000000 Penalty: 2818.223877
	Iteration 19Q: 3 clusters Score -284933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -284934.718750 Penalty: 2818.223877
	Iteration 20F: 3 clusters Score -284934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -284936.125000 Penalty: 2818.223877
	Iteration 21Q: 3 clusters Score -284936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -284937.968750 Penalty: 2818.223877
	Iteration 22Q: 3 clusters Score -284938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -284938.968750 Penalty: 2818.223877
	Iteration 23Q: 3 clusters Score -284939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -284940.281250 Penalty: 2818.223877
	Iteration 24Q: 3 clusters Score -284940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -284940.125000 Penalty: 2818.223877
	Iteration 25Q: 3 clusters Score -284940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -284940.187500 Penalty: 2818.223877
	Iteration 26Q: 3 clusters Score -284940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -284940.187500 Penalty: 2818.223877
	Iteration 27F: 3 clusters Score -284940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Entering Unmasked Estep 
Score: -3402908.500000 Penalty: 1813.215454
	Iteration 0F: 2 clusters Score -3402908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -3355988.000000 Penalty: 3626.430908
	Iteration 0F: 3 clusters Score -3355988 nChanged 33340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -3375379.250000 Penalty: 3626.430908
	Iteration 1F: 3 clusters Score -3375379 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -3376004.500000 Penalty: 3626.430908
	Iteration 2Q: 3 clusters Score -3376004 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3376763.750000 Penalty: 3626.430908
	Iteration 3Q: 3 clusters Score -3376764 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -3377625.750000 Penalty: 3626.430908
	Iteration 4Q: 3 clusters Score -3377626 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -3378766.750000 Penalty: 3626.430908
	Iteration 5Q: 3 clusters Score -3378767 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3380474.250000 Penalty: 3626.430908
	Iteration 6Q: 3 clusters Score -3380474 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3382793.000000 Penalty: 3626.430908
	Iteration 7F: 3 clusters Score -3382793 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3385783.250000 Penalty: 3626.430908
	Iteration 8F: 3 clusters Score -3385783 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3388974.500000 Penalty: 3626.430908
	Iteration 9F: 3 clusters Score -3388974 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3391856.750000 Penalty: 3626.430908
	Iteration 10F: 3 clusters Score -3391857 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3393939.750000 Penalty: 3626.430908
	Iteration 11Q: 3 clusters Score -3393940 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3395397.250000 Penalty: 3626.430908
	Iteration 12Q: 3 clusters Score -3395397 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3396609.000000 Penalty: 3626.430908
	Iteration 13Q: 3 clusters Score -3396609 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3397655.500000 Penalty: 3626.430908
	Iteration 14Q: 3 clusters Score -3397656 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3398582.250000 Penalty: 3626.430908
	Iteration 15Q: 3 clusters Score -3398582 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3399454.500000 Penalty: 3626.430908
	Iteration 16Q: 3 clusters Score -3399454 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3400179.750000 Penalty: 3626.430908
	Iteration 17Q: 3 clusters Score -3400180 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -3400756.250000 Penalty: 3626.430908
	Iteration 18Q: 3 clusters Score -3400756 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3401188.750000 Penalty: 3626.430908
	Iteration 19Q: 3 clusters Score -3401189 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3401516.000000 Penalty: 3626.430908
	Iteration 20F: 3 clusters Score -3401516 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3401728.500000 Penalty: 3626.430908
	Iteration 21Q: 3 clusters Score -3401728 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3401864.250000 Penalty: 3626.430908
	Iteration 22Q: 3 clusters Score -3401864 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3401976.750000 Penalty: 3626.430908
	Iteration 23Q: 3 clusters Score -3401977 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3402063.500000 Penalty: 3626.430908
	Iteration 24Q: 3 clusters Score -3402064 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3402133.250000 Penalty: 3626.430908
	Iteration 25Q: 3 clusters Score -3402133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3402170.000000 Penalty: 3626.430908
	Iteration 26Q: 3 clusters Score -3402170 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3402194.250000 Penalty: 3626.430908
	Iteration 27Q: 3 clusters Score -3402194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3402211.500000 Penalty: 3626.430908
	Iteration 28Q: 3 clusters Score -3402212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3402238.250000 Penalty: 3626.430908
	Iteration 29Q: 3 clusters Score -3402238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3402254.500000 Penalty: 3626.430908
	Iteration 30Q: 3 clusters Score -3402254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3402261.750000 Penalty: 3626.430908
	Iteration 31Q: 3 clusters Score -3402262 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3402271.750000 Penalty: 3626.430908
	Iteration 32Q: 3 clusters Score -3402272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3402295.750000 Penalty: 3626.430908
	Iteration 33Q: 3 clusters Score -3402296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3402313.750000 Penalty: 3626.430908
	Iteration 34Q: 3 clusters Score -3402314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3402318.750000 Penalty: 3626.430908
	Iteration 35Q: 3 clusters Score -3402319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3402327.250000 Penalty: 3626.430908
	Iteration 36Q: 3 clusters Score -3402327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3402334.000000 Penalty: 3626.430908
	Iteration 37Q: 3 clusters Score -3402334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3402339.250000 Penalty: 3626.430908
	Iteration 38Q: 3 clusters Score -3402339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3402337.000000 Penalty: 3626.430908
	Iteration 39Q: 3 clusters Score -3402337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3402341.500000 Penalty: 3626.430908
	Iteration 40F: 3 clusters Score -3402342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3402338.750000 Penalty: 3626.430908
	Iteration 41Q: 3 clusters Score -3402339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3402343.500000 Penalty: 3626.430908
	Iteration 42Q: 3 clusters Score -3402344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3402339.000000 Penalty: 3626.430908
	Iteration 43Q: 3 clusters Score -3402339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3402344.000000 Penalty: 3626.430908
	Iteration 44Q: 3 clusters Score -3402344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3402344.000000 Penalty: 3626.430908
	Iteration 45Q: 3 clusters Score -3402344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3402349.750000 Penalty: 3626.430908
	Iteration 46Q: 3 clusters Score -3402350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3402347.000000 Penalty: 3626.430908
	Iteration 47Q: 3 clusters Score -3402347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3402347.750000 Penalty: 3626.430908
	Iteration 48Q: 3 clusters Score -3402348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3402349.500000 Penalty: 3626.430908
	Iteration 49Q: 3 clusters Score -3402350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3402349.000000 Penalty: 3626.430908
	Iteration 50Q: 3 clusters Score -3402349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3402350.000000 Penalty: 3626.430908
	Iteration 51Q: 3 clusters Score -3402350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3402354.750000 Penalty: 3626.430908
	Iteration 52Q: 3 clusters Score -3402355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3402349.750000 Penalty: 3626.430908
	Iteration 53Q: 3 clusters Score -3402350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3402351.500000 Penalty: 3626.430908
	Iteration 54Q: 3 clusters Score -3402352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3402348.750000 Penalty: 3626.430908
	Iteration 55Q: 3 clusters Score -3402349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3402347.250000 Penalty: 3626.430908
	Iteration 56Q: 3 clusters Score -3402347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3402347.250000 Penalty: 3626.430908
	Iteration 57F: 3 clusters Score -3402347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 224556 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 6 contains 10400 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 14174 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 104845 members 
Mstep: Class 15 contains 65630 members 
Mstep: Class 16 contains 10942 members 
Mstep: Class 17 contains 279702 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 20 contains 70140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37480256.000000 Penalty: 35363.035156
Iteration 39Q: 17 clusters Score -3.748026e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 229011 members 
Mstep: Class 3 contains 2892 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 6 contains 10371 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 10 contains 3630 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 14151 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 104724 members 
Mstep: Class 15 contains 65726 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 278858 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 20 contains 66731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37481884.000000 Penalty: 35363.035156
Iteration 40F: 17 clusters Score -3.748188e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 233565 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 6 contains 10335 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 14128 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 104472 members 
Mstep: Class 15 contains 65826 members 
Mstep: Class 16 contains 10882 members 
Mstep: Class 17 contains 278012 members 
Mstep: Class 18 contains 5750 members 
Mstep: Class 20 contains 63333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37483676.000000 Penalty: 35363.035156
Iteration 41Q: 17 clusters Score -3.748368e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 237978 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 6 contains 10270 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 104243 members 
Mstep: Class 15 contains 65931 members 
Mstep: Class 16 contains 10858 members 
Mstep: Class 17 contains 277282 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 20 contains 59978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37485032.000000 Penalty: 35363.035156
Iteration 42Q: 17 clusters Score -3.748503e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 242127 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 6 contains 10225 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 14083 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 104032 members 
Mstep: Class 15 contains 66058 members 
Mstep: Class 16 contains 10829 members 
Mstep: Class 17 contains 276596 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 20 contains 56742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37486244.000000 Penalty: 35363.035156
Iteration 43Q: 17 clusters Score -3.748624e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 246084 members 
Mstep: Class 3 contains 3009 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 4729 members 
Mstep: Class 12 contains 14058 members 
Mstep: Class 13 contains 1683 members 
Mstep: Class 14 contains 103873 members 
Mstep: Class 15 contains 66148 members 
Mstep: Class 16 contains 10815 members 
Mstep: Class 17 contains 275857 members 
Mstep: Class 18 contains 5623 members 
Mstep: Class 20 contains 53763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37487796.000000 Penalty: 35363.035156
Iteration 44Q: 17 clusters Score -3.74878e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 249889 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 6 contains 10153 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 10 contains 3546 members 
Mstep: Class 11 contains 4645 members 
Mstep: Class 12 contains 14013 members 
Mstep: Class 13 contains 1678 members 
Mstep: Class 14 contains 103688 members 
Mstep: Class 15 contains 66279 members 
Mstep: Class 16 contains 10804 members 
Mstep: Class 17 contains 275138 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 20 contains 50875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37489440.000000 Penalty: 35363.035156
Iteration 45Q: 17 clusters Score -3.748944e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 253453 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 6 contains 10090 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 13983 members 
Mstep: Class 13 contains 1673 members 
Mstep: Class 14 contains 103502 members 
Mstep: Class 15 contains 66392 members 
Mstep: Class 16 contains 10798 members 
Mstep: Class 17 contains 274449 members 
Mstep: Class 18 contains 5522 members 
Mstep: Class 20 contains 48167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37490864.000000 Penalty: 35363.035156
Iteration 46Q: 17 clusters Score -3.749086e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 256796 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 6 contains 10030 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 4506 members 
Mstep: Class 12 contains 13950 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 103268 members 
Mstep: Class 15 contains 66546 members 
Mstep: Class 16 contains 10785 members 
Mstep: Class 17 contains 273754 members 
Mstep: Class 18 contains 5465 members 
Mstep: Class 20 contains 45761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37492216.000000 Penalty: 35363.035156
Iteration 47Q: 17 clusters Score -3.749222e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 259900 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 6 contains 10002 members 
Mstep: Class 7 contains 2026 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 13901 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 103026 members 
Mstep: Class 15 contains 66667 members 
Mstep: Class 16 contains 10781 members 
Mstep: Class 17 contains 272987 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 20 contains 43695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37493772.000000 Penalty: 35363.035156
Iteration 48Q: 17 clusters Score -3.749377e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 262735 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 4288 members 
Mstep: Class 6 contains 9966 members 
Mstep: Class 7 contains 2025 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 4336 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 102772 members 
Mstep: Class 15 contains 66776 members 
Mstep: Class 16 contains 10771 members 
Mstep: Class 17 contains 272180 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 20 contains 41917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37495480.000000 Penalty: 35363.035156
Iteration 49Q: 17 clusters Score -3.749548e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 265305 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 4 contains 4337 members 
Mstep: Class 6 contains 9933 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 13859 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 102515 members 
Mstep: Class 15 contains 66895 members 
Mstep: Class 16 contains 10757 members 
Mstep: Class 17 contains 271317 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 20 contains 40441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496900.000000 Penalty: 35363.035156
Iteration 50Q: 17 clusters Score -3.74969e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 267703 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 6 contains 9920 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 13850 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 102286 members 
Mstep: Class 15 contains 66953 members 
Mstep: Class 16 contains 10743 members 
Mstep: Class 17 contains 270396 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 20 contains 39196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37498244.000000 Penalty: 35363.035156
Iteration 51Q: 17 clusters Score -3.749824e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 269735 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 13848 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 102052 members 
Mstep: Class 15 contains 67016 members 
Mstep: Class 16 contains 10726 members 
Mstep: Class 17 contains 269478 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 20 contains 38272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37499268.000000 Penalty: 35363.035156
Iteration 52Q: 17 clusters Score -3.749927e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 271551 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 13852 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 101792 members 
Mstep: Class 15 contains 67089 members 
Mstep: Class 16 contains 10704 members 
Mstep: Class 17 contains 268584 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 20 contains 37583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500124.000000 Penalty: 35363.035156
Iteration 53Q: 17 clusters Score -3.750012e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 273238 members 
Mstep: Class 3 contains 3190 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 6 contains 9806 members 
Mstep: Class 7 contains 1998 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 4031 members 
Mstep: Class 12 contains 13847 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 101530 members 
Mstep: Class 15 contains 67130 members 
Mstep: Class 16 contains 10678 members 
Mstep: Class 17 contains 267654 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 20 contains 37105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500756.000000 Penalty: 35363.035156
Iteration 54Q: 17 clusters Score -3.750076e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 274776 members 
Mstep: Class 3 contains 3203 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 1985 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 13850 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 101217 members 
Mstep: Class 15 contains 67160 members 
Mstep: Class 16 contains 10679 members 
Mstep: Class 17 contains 266778 members 
Mstep: Class 18 contains 5070 members 
Mstep: Class 20 contains 36786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501176.000000 Penalty: 35363.035156
Iteration 55Q: 17 clusters Score -3.750118e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 276128 members 
Mstep: Class 3 contains 3210 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 6 contains 9699 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 3933 members 
Mstep: Class 12 contains 13842 members 
Mstep: Class 13 contains 1625 members 
Mstep: Class 14 contains 100883 members 
Mstep: Class 15 contains 67220 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 265938 members 
Mstep: Class 18 contains 5051 members 
Mstep: Class 20 contains 36608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501572.000000 Penalty: 35363.035156
Iteration 56Q: 17 clusters Score -3.750157e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 277287 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 6 contains 9652 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 3921 members 
Mstep: Class 12 contains 13833 members 
Mstep: Class 13 contains 1637 members 
Mstep: Class 14 contains 100552 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 10626 members 
Mstep: Class 17 contains 265133 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 20 contains 36536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501948.000000 Penalty: 35363.035156
Iteration 57Q: 17 clusters Score -3.750195e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 278324 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 13827 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 100239 members 
Mstep: Class 15 contains 67416 members 
Mstep: Class 16 contains 10588 members 
Mstep: Class 17 contains 264341 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 20 contains 36455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37502156.000000 Penalty: 35363.035156
Iteration 58Q: 17 clusters Score -3.750216e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 279324 members 
Mstep: Class 3 contains 3249 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 13843 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 99934 members 
Mstep: Class 15 contains 67574 members 
Mstep: Class 16 contains 10554 members 
Mstep: Class 17 contains 263593 members 
Mstep: Class 18 contains 5009 members 
Mstep: Class 20 contains 36379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37502396.000000 Penalty: 35363.035156
Iteration 59Q: 17 clusters Score -3.75024e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 280226 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 13852 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 99670 members 
Mstep: Class 15 contains 67727 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 262901 members 
Mstep: Class 18 contains 4983 members 
Mstep: Class 20 contains 36320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37502688.000000 Penalty: 35363.035156
Iteration 60F: 17 clusters Score -3.750269e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 281032 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 10 contains 3241 members 
Mstep: Class 11 contains 3939 members 
Mstep: Class 12 contains 13856 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 99432 members 
Mstep: Class 15 contains 67887 members 
Mstep: Class 16 contains 10525 members 
Mstep: Class 17 contains 262204 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 20 contains 36231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37502968.000000 Penalty: 35363.035156
Iteration 61Q: 17 clusters Score -3.750297e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 281769 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 13842 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 99237 members 
Mstep: Class 15 contains 68026 members 
Mstep: Class 16 contains 10507 members 
Mstep: Class 17 contains 261560 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 20 contains 36156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503232.000000 Penalty: 35363.035156
Iteration 62Q: 17 clusters Score -3.750323e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 282402 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 6 contains 9210 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 10 contains 3223 members 
Mstep: Class 11 contains 4062 members 
Mstep: Class 12 contains 13849 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 99058 members 
Mstep: Class 15 contains 68191 members 
Mstep: Class 16 contains 10490 members 
Mstep: Class 17 contains 261018 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 20 contains 36083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503428.000000 Penalty: 35363.035156
Iteration 63Q: 17 clusters Score -3.750343e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 282917 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 6 contains 9133 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 10 contains 3218 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 13848 members 
Mstep: Class 13 contains 1688 members 
Mstep: Class 14 contains 98871 members 
Mstep: Class 15 contains 68384 members 
Mstep: Class 16 contains 10462 members 
Mstep: Class 17 contains 260547 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 20 contains 36045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503640.000000 Penalty: 35363.035156
Iteration 64Q: 17 clusters Score -3.750364e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 283378 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 6 contains 9067 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 4114 members 
Mstep: Class 12 contains 13837 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 98711 members 
Mstep: Class 15 contains 68606 members 
Mstep: Class 16 contains 10435 members 
Mstep: Class 17 contains 260090 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 20 contains 36003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503688.000000 Penalty: 35363.035156
Iteration 65Q: 17 clusters Score -3.750369e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 283781 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 6 contains 9019 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 98593 members 
Mstep: Class 15 contains 68839 members 
Mstep: Class 16 contains 10406 members 
Mstep: Class 17 contains 259647 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503880.000000 Penalty: 35363.035156
Iteration 66Q: 17 clusters Score -3.750388e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 284145 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 6 contains 8977 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 4106 members 
Mstep: Class 12 contains 13847 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 98492 members 
Mstep: Class 15 contains 69074 members 
Mstep: Class 16 contains 10380 members 
Mstep: Class 17 contains 259208 members 
Mstep: Class 18 contains 4683 members 
Mstep: Class 20 contains 35956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504032.000000 Penalty: 35363.035156
Iteration 67Q: 17 clusters Score -3.750403e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 284484 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 10 contains 3193 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 13851 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 98411 members 
Mstep: Class 15 contains 69278 members 
Mstep: Class 16 contains 10356 members 
Mstep: Class 17 contains 258801 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 20 contains 35934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504188.000000 Penalty: 35363.035156
Iteration 68Q: 17 clusters Score -3.750419e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 284824 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 6 contains 8952 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 10 contains 3191 members 
Mstep: Class 11 contains 4081 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 98349 members 
Mstep: Class 15 contains 69478 members 
Mstep: Class 16 contains 10328 members 
Mstep: Class 17 contains 258373 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 20 contains 35914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504404.000000 Penalty: 35363.035156
Iteration 69Q: 17 clusters Score -3.75044e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 285163 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 6 contains 8977 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 98271 members 
Mstep: Class 15 contains 69679 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 257878 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 20 contains 35906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504504.000000 Penalty: 35363.035156
Iteration 70Q: 17 clusters Score -3.75045e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 285476 members 
Mstep: Class 3 contains 3332 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 6 contains 8999 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 11 contains 4074 members 
Mstep: Class 12 contains 13834 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 98218 members 
Mstep: Class 15 contains 69920 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 257396 members 
Mstep: Class 18 contains 4568 members 
Mstep: Class 20 contains 35879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504696.000000 Penalty: 35363.035156
Iteration 71Q: 17 clusters Score -3.75047e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 285769 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 6 contains 9013 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 1751 members 
Mstep: Class 14 contains 98182 members 
Mstep: Class 15 contains 70132 members 
Mstep: Class 16 contains 10255 members 
Mstep: Class 17 contains 256898 members 
Mstep: Class 18 contains 4554 members 
Mstep: Class 20 contains 35864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504692.000000 Penalty: 35363.035156
Iteration 72Q: 17 clusters Score -3.750469e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 286044 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 6 contains 9027 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 1752 members 
Mstep: Class 14 contains 98122 members 
Mstep: Class 15 contains 70354 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 256462 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 20 contains 35853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504936.000000 Penalty: 35363.035156
Iteration 73Q: 17 clusters Score -3.750494e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 286286 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 4079 members 
Mstep: Class 12 contains 13846 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 98079 members 
Mstep: Class 15 contains 70581 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 256025 members 
Mstep: Class 18 contains 4515 members 
Mstep: Class 20 contains 35836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505000.000000 Penalty: 35363.035156
Iteration 74Q: 17 clusters Score -3.7505e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 286507 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 6 contains 9108 members 
Mstep: Class 7 contains 1675 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 13857 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 98048 members 
Mstep: Class 15 contains 70800 members 
Mstep: Class 16 contains 10176 members 
Mstep: Class 17 contains 255552 members 
Mstep: Class 18 contains 4500 members 
Mstep: Class 20 contains 35821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505272.000000 Penalty: 35363.035156
Iteration 75Q: 17 clusters Score -3.750527e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 286725 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3185 members 
Mstep: Class 11 contains 4073 members 
Mstep: Class 12 contains 13876 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 98024 members 
Mstep: Class 15 contains 71026 members 
Mstep: Class 16 contains 10160 members 
Mstep: Class 17 contains 255084 members 
Mstep: Class 18 contains 4471 members 
Mstep: Class 20 contains 35812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505424.000000 Penalty: 35363.035156
Iteration 76Q: 17 clusters Score -3.750542e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 286885 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 6 contains 9226 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 10 contains 3184 members 
Mstep: Class 11 contains 4077 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 98037 members 
Mstep: Class 15 contains 71217 members 
Mstep: Class 16 contains 10134 members 
Mstep: Class 17 contains 254672 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 20 contains 35814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505496.000000 Penalty: 35363.035156
Iteration 77Q: 17 clusters Score -3.75055e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 287029 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 6 contains 9259 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 10 contains 3181 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 98038 members 
Mstep: Class 15 contains 71412 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 254277 members 
Mstep: Class 18 contains 4458 members 
Mstep: Class 20 contains 35817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505628.000000 Penalty: 35363.035156
Iteration 78Q: 17 clusters Score -3.750563e+07 nChanged 1015
Entering ConstructFrom: 
Score: -37505628.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -184363.718750 Penalty: 1338.203125
	Iteration 0F: 2 clusters Score -184363.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -181193.531250 Penalty: 2676.406250
	Iteration 0F: 3 clusters Score -181193.5 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -182056.593750 Penalty: 2676.406250
	Iteration 1F: 3 clusters Score -182056.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -182224.312500 Penalty: 2676.406250
	Iteration 2F: 3 clusters Score -182224.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -182330.781250 Penalty: 2676.406250
	Iteration 3F: 3 clusters Score -182330.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -182411.640625 Penalty: 2676.406250
	Iteration 4Q: 3 clusters Score -182411.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -182467.734375 Penalty: 2676.406250
	Iteration 5Q: 3 clusters Score -182467.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -182518.234375 Penalty: 2676.406250
	Iteration 6Q: 3 clusters Score -182518.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -182555.828125 Penalty: 2676.406250
	Iteration 7Q: 3 clusters Score -182555.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -182585.640625 Penalty: 2676.406250
	Iteration 8Q: 3 clusters Score -182585.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -182611.031250 Penalty: 2676.406250
	Iteration 9Q: 3 clusters Score -182611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -182637.203125 Penalty: 2676.406250
	Iteration 10Q: 3 clusters Score -182637.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -182656.062500 Penalty: 2676.406250
	Iteration 11Q: 3 clusters Score -182656.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -182674.281250 Penalty: 2676.406250
	Iteration 12Q: 3 clusters Score -182674.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -182686.937500 Penalty: 2676.406250
	Iteration 13Q: 3 clusters Score -182686.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -182696.015625 Penalty: 2676.406250
	Iteration 14Q: 3 clusters Score -182696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -182703.796875 Penalty: 2676.406250
	Iteration 15Q: 3 clusters Score -182703.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -182709.296875 Penalty: 2676.406250
	Iteration 16Q: 3 clusters Score -182709.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -182711.968750 Penalty: 2676.406250
	Iteration 17Q: 3 clusters Score -182712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -182714.609375 Penalty: 2676.406250
	Iteration 18Q: 3 clusters Score -182714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -182716.031250 Penalty: 2676.406250
	Iteration 19Q: 3 clusters Score -182716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -182717.203125 Penalty: 2676.406250
	Iteration 20F: 3 clusters Score -182717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -182718.562500 Penalty: 2676.406250
	Iteration 21Q: 3 clusters Score -182718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -182719.875000 Penalty: 2676.406250
	Iteration 22Q: 3 clusters Score -182719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -182721.125000 Penalty: 2676.406250
	Iteration 23Q: 3 clusters Score -182721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -182722.500000 Penalty: 2676.406250
	Iteration 24Q: 3 clusters Score -182722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -182723.000000 Penalty: 2676.406250
	Iteration 25Q: 3 clusters Score -182723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -182723.562500 Penalty: 2676.406250
	Iteration 26Q: 3 clusters Score -182723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -182724.343750 Penalty: 2676.406250
	Iteration 27Q: 3 clusters Score -182724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -182724.578125 Penalty: 2676.406250
	Iteration 28Q: 3 clusters Score -182724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -182724.578125 Penalty: 2676.406250
	Iteration 29F: 3 clusters Score -182724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (287172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287172 members 
Entering Unmasked Estep 
Score: -13917694.000000 Penalty: 2042.273438
	Iteration 0F: 2 clusters Score -1.391769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -13724013.000000 Penalty: 4084.546875
	Iteration 0F: 3 clusters Score -1.372401e+07 nChanged 140058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -13807801.000000 Penalty: 4084.546875
	Iteration 1F: 3 clusters Score -1.38078e+07 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167877 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -13811308.000000 Penalty: 4084.546875
	Iteration 2Q: 3 clusters Score -1.381131e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182885 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
Score: -13818881.000000 Penalty: 4084.546875
	Iteration 3F: 3 clusters Score -1.381888e+07 nChanged 22065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204796 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -13834294.000000 Penalty: 4084.546875
	Iteration 4F: 3 clusters Score -1.383429e+07 nChanged 28048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232782 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -13859507.000000 Penalty: 4084.546875
	Iteration 5F: 3 clusters Score -1.385951e+07 nChanged 27595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260369 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -13888587.000000 Penalty: 4084.546875
	Iteration 6F: 3 clusters Score -1.388859e+07 nChanged 17855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278224 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -13907493.000000 Penalty: 4084.546875
	Iteration 7F: 3 clusters Score -1.390749e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284883 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -13913980.000000 Penalty: 4084.546875
	Iteration 8Q: 3 clusters Score -1.391398e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286478 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13915493.000000 Penalty: 4084.546875
	Iteration 9Q: 3 clusters Score -1.391549e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286813 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13915815.000000 Penalty: 4084.546875
	Iteration 10Q: 3 clusters Score -1.391582e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286893 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13915900.000000 Penalty: 4084.546875
	Iteration 11Q: 3 clusters Score -1.39159e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286916 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13915922.000000 Penalty: 4084.546875
	Iteration 12Q: 3 clusters Score -1.391592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286917 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13915952.000000 Penalty: 4084.546875
	Iteration 13Q: 3 clusters Score -1.391595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286922 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13915958.000000 Penalty: 4084.546875
	Iteration 14Q: 3 clusters Score -1.391596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286930 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13915982.000000 Penalty: 4084.546875
	Iteration 15Q: 3 clusters Score -1.391598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286932 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13915978.000000 Penalty: 4084.546875
	Iteration 16Q: 3 clusters Score -1.391598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286929 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13915995.000000 Penalty: 4084.546875
	Iteration 17Q: 3 clusters Score -1.3916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286926 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13916000.000000 Penalty: 4084.546875
	Iteration 18Q: 3 clusters Score -1.3916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286928 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13916001.000000 Penalty: 4084.546875
	Iteration 19Q: 3 clusters Score -1.3916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286929 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13916008.000000 Penalty: 4084.546875
	Iteration 20F: 3 clusters Score -1.391601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286931 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13916007.000000 Penalty: 4084.546875
	Iteration 21Q: 3 clusters Score -1.391601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286931 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13916002.000000 Penalty: 4084.546875
	Iteration 22Q: 3 clusters Score -1.3916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286931 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13916002.000000 Penalty: 4084.546875
	Iteration 23F: 3 clusters Score -1.3916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -162003.078125 Penalty: 1318.820679
	Iteration 0F: 2 clusters Score -162003.1 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 1667 members 
Entering Unmasked Estep 
Score: -159071.484375 Penalty: 2637.641357
	Iteration 0F: 3 clusters Score -159071.5 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -159822.140625 Penalty: 2637.641357
	Iteration 1F: 3 clusters Score -159822.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -159956.125000 Penalty: 2637.641357
	Iteration 2F: 3 clusters Score -159956.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -160049.265625 Penalty: 2637.641357
	Iteration 3Q: 3 clusters Score -160049.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -160119.390625 Penalty: 2637.641357
	Iteration 4Q: 3 clusters Score -160119.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -160186.000000 Penalty: 2637.641357
	Iteration 5Q: 3 clusters Score -160186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -160241.171875 Penalty: 2637.641357
	Iteration 6Q: 3 clusters Score -160241.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -160270.703125 Penalty: 2637.641357
	Iteration 7Q: 3 clusters Score -160270.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -160305.828125 Penalty: 2637.641357
	Iteration 8Q: 3 clusters Score -160305.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -160331.687500 Penalty: 2637.641357
	Iteration 9Q: 3 clusters Score -160331.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -160361.375000 Penalty: 2637.641357
	Iteration 10Q: 3 clusters Score -160361.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -160394.703125 Penalty: 2637.641357
	Iteration 11Q: 3 clusters Score -160394.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -160434.234375 Penalty: 2637.641357
	Iteration 12Q: 3 clusters Score -160434.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -160476.078125 Penalty: 2637.641357
	Iteration 13Q: 3 clusters Score -160476.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -160529.093750 Penalty: 2637.641357
	Iteration 14Q: 3 clusters Score -160529.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -160577.609375 Penalty: 2637.641357
	Iteration 15Q: 3 clusters Score -160577.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -160626.406250 Penalty: 2637.641357
	Iteration 16Q: 3 clusters Score -160626.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -160669.390625 Penalty: 2637.641357
	Iteration 17Q: 3 clusters Score -160669.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -160705.187500 Penalty: 2637.641357
	Iteration 18Q: 3 clusters Score -160705.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -160734.312500 Penalty: 2637.641357
	Iteration 19Q: 3 clusters Score -160734.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -160757.531250 Penalty: 2637.641357
	Iteration 20F: 3 clusters Score -160757.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -160783.156250 Penalty: 2637.641357
	Iteration 21Q: 3 clusters Score -160783.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -160806.515625 Penalty: 2637.641357
	Iteration 22Q: 3 clusters Score -160806.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -160825.046875 Penalty: 2637.641357
	Iteration 23Q: 3 clusters Score -160825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -160845.921875 Penalty: 2637.641357
	Iteration 24Q: 3 clusters Score -160845.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -160854.781250 Penalty: 2637.641357
	Iteration 25Q: 3 clusters Score -160854.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -160867.000000 Penalty: 2637.641357
	Iteration 26Q: 3 clusters Score -160867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -160875.359375 Penalty: 2637.641357
	Iteration 27Q: 3 clusters Score -160875.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -160884.406250 Penalty: 2637.641357
	Iteration 28Q: 3 clusters Score -160884.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -160893.312500 Penalty: 2637.641357
	Iteration 29Q: 3 clusters Score -160893.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -160899.843750 Penalty: 2637.641357
	Iteration 30Q: 3 clusters Score -160899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -160906.328125 Penalty: 2637.641357
	Iteration 31Q: 3 clusters Score -160906.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -160912.375000 Penalty: 2637.641357
	Iteration 32Q: 3 clusters Score -160912.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -160918.875000 Penalty: 2637.641357
	Iteration 33Q: 3 clusters Score -160918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -160923.203125 Penalty: 2637.641357
	Iteration 34Q: 3 clusters Score -160923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -160926.390625 Penalty: 2637.641357
	Iteration 35Q: 3 clusters Score -160926.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -160929.562500 Penalty: 2637.641357
	Iteration 36Q: 3 clusters Score -160929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -160932.640625 Penalty: 2637.641357
	Iteration 37Q: 3 clusters Score -160932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -160933.640625 Penalty: 2637.641357
	Iteration 38Q: 3 clusters Score -160933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -160934.750000 Penalty: 2637.641357
	Iteration 39Q: 3 clusters Score -160934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -160935.281250 Penalty: 2637.641357
	Iteration 40F: 3 clusters Score -160935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -160936.218750 Penalty: 2637.641357
	Iteration 41Q: 3 clusters Score -160936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -160936.515625 Penalty: 2637.641357
	Iteration 42Q: 3 clusters Score -160936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -160936.515625 Penalty: 2637.641357
	Iteration 43F: 3 clusters Score -160936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -248155.578125 Penalty: 1385.692993
	Iteration 0F: 2 clusters Score -248155.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -244194.031250 Penalty: 2771.385986
	Iteration 0F: 3 clusters Score -244194 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -245319.484375 Penalty: 2771.385986
	Iteration 1F: 3 clusters Score -245319.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -245689.953125 Penalty: 2771.385986
	Iteration 2F: 3 clusters Score -245690 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -246055.296875 Penalty: 2771.385986
	Iteration 3F: 3 clusters Score -246055.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -246404.453125 Penalty: 2771.385986
	Iteration 4F: 3 clusters Score -246404.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -246735.437500 Penalty: 2771.385986
	Iteration 5F: 3 clusters Score -246735.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -247001.875000 Penalty: 2771.385986
	Iteration 6F: 3 clusters Score -247001.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -247199.218750 Penalty: 2771.385986
	Iteration 7F: 3 clusters Score -247199.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -247367.203125 Penalty: 2771.385986
	Iteration 8Q: 3 clusters Score -247367.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -247487.296875 Penalty: 2771.385986
	Iteration 9Q: 3 clusters Score -247487.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -247564.421875 Penalty: 2771.385986
	Iteration 10Q: 3 clusters Score -247564.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -247616.968750 Penalty: 2771.385986
	Iteration 11Q: 3 clusters Score -247617 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -247663.156250 Penalty: 2771.385986
	Iteration 12Q: 3 clusters Score -247663.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -247692.984375 Penalty: 2771.385986
	Iteration 13Q: 3 clusters Score -247693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -247710.843750 Penalty: 2771.385986
	Iteration 14Q: 3 clusters Score -247710.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -247717.531250 Penalty: 2771.385986
	Iteration 15Q: 3 clusters Score -247717.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -247724.187500 Penalty: 2771.385986
	Iteration 16Q: 3 clusters Score -247724.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -247729.390625 Penalty: 2771.385986
	Iteration 17Q: 3 clusters Score -247729.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -247735.671875 Penalty: 2771.385986
	Iteration 18Q: 3 clusters Score -247735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -247740.359375 Penalty: 2771.385986
	Iteration 19Q: 3 clusters Score -247740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -247741.859375 Penalty: 2771.385986
	Iteration 20F: 3 clusters Score -247741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -247743.625000 Penalty: 2771.385986
	Iteration 21Q: 3 clusters Score -247743.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -247747.656250 Penalty: 2771.385986
	Iteration 22Q: 3 clusters Score -247747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -247751.078125 Penalty: 2771.385986
	Iteration 23Q: 3 clusters Score -247751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -247755.046875 Penalty: 2771.385986
	Iteration 24Q: 3 clusters Score -247755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -247756.234375 Penalty: 2771.385986
	Iteration 25Q: 3 clusters Score -247756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -247756.671875 Penalty: 2771.385986
	Iteration 26Q: 3 clusters Score -247756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -247757.218750 Penalty: 2771.385986
	Iteration 27Q: 3 clusters Score -247757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -247757.218750 Penalty: 2771.385986
	Iteration 28F: 3 clusters Score -247757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -457295.218750 Penalty: 1485.062256
	Iteration 0F: 2 clusters Score -457295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -450468.718750 Penalty: 2970.124512
	Iteration 0F: 3 clusters Score -450468.7 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -452647.218750 Penalty: 2970.124512
	Iteration 1F: 3 clusters Score -452647.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -452912.593750 Penalty: 2970.124512
	Iteration 2F: 3 clusters Score -452912.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -453158.500000 Penalty: 2970.124512
	Iteration 3F: 3 clusters Score -453158.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -453359.093750 Penalty: 2970.124512
	Iteration 4Q: 3 clusters Score -453359.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -453567.656250 Penalty: 2970.124512
	Iteration 5Q: 3 clusters Score -453567.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -453770.500000 Penalty: 2970.124512
	Iteration 6Q: 3 clusters Score -453770.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -453979.937500 Penalty: 2970.124512
	Iteration 7Q: 3 clusters Score -453979.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -454198.718750 Penalty: 2970.124512
	Iteration 8Q: 3 clusters Score -454198.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -454465.750000 Penalty: 2970.124512
	Iteration 9Q: 3 clusters Score -454465.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -454751.312500 Penalty: 2970.124512
	Iteration 10Q: 3 clusters Score -454751.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -455034.343750 Penalty: 2970.124512
	Iteration 11Q: 3 clusters Score -455034.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -455284.093750 Penalty: 2970.124512
	Iteration 12Q: 3 clusters Score -455284.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -455500.875000 Penalty: 2970.124512
	Iteration 13Q: 3 clusters Score -455500.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -455651.000000 Penalty: 2970.124512
	Iteration 14Q: 3 clusters Score -455651 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -455765.031250 Penalty: 2970.124512
	Iteration 15Q: 3 clusters Score -455765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -455820.968750 Penalty: 2970.124512
	Iteration 16Q: 3 clusters Score -455821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -455852.531250 Penalty: 2970.124512
	Iteration 17Q: 3 clusters Score -455852.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -455881.687500 Penalty: 2970.124512
	Iteration 18Q: 3 clusters Score -455881.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -455907.906250 Penalty: 2970.124512
	Iteration 19Q: 3 clusters Score -455907.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -455934.406250 Penalty: 2970.124512
	Iteration 20F: 3 clusters Score -455934.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -455952.406250 Penalty: 2970.124512
	Iteration 21Q: 3 clusters Score -455952.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -455975.000000 Penalty: 2970.124512
	Iteration 22Q: 3 clusters Score -455975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -455991.343750 Penalty: 2970.124512
	Iteration 23Q: 3 clusters Score -455991.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -456001.343750 Penalty: 2970.124512
	Iteration 24Q: 3 clusters Score -456001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -456010.781250 Penalty: 2970.124512
	Iteration 25Q: 3 clusters Score -456010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -456018.125000 Penalty: 2970.124512
	Iteration 26Q: 3 clusters Score -456018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -456023.718750 Penalty: 2970.124512
	Iteration 27Q: 3 clusters Score -456023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -456030.562500 Penalty: 2970.124512
	Iteration 28Q: 3 clusters Score -456030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -456031.656250 Penalty: 2970.124512
	Iteration 29Q: 3 clusters Score -456031.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -456031.656250 Penalty: 2970.124512
	Iteration 30F: 3 clusters Score -456031.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -85115.195312 Penalty: 1198.275269
	Iteration 0F: 2 clusters Score -85115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -83225.335938 Penalty: 2396.550537
	Iteration 0F: 3 clusters Score -83225.34 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -83547.203125 Penalty: 2396.550537
	Iteration 1F: 3 clusters Score -83547.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -83631.812500 Penalty: 2396.550537
	Iteration 2F: 3 clusters Score -83631.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -83672.656250 Penalty: 2396.550537
	Iteration 3Q: 3 clusters Score -83672.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -83701.664062 Penalty: 2396.550537
	Iteration 4Q: 3 clusters Score -83701.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -83732.570312 Penalty: 2396.550537
	Iteration 5Q: 3 clusters Score -83732.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -83764.914062 Penalty: 2396.550537
	Iteration 6Q: 3 clusters Score -83764.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -83787.890625 Penalty: 2396.550537
	Iteration 7Q: 3 clusters Score -83787.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -83796.882812 Penalty: 2396.550537
	Iteration 8Q: 3 clusters Score -83796.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -83801.843750 Penalty: 2396.550537
	Iteration 9Q: 3 clusters Score -83801.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -83804.851562 Penalty: 2396.550537
	Iteration 10Q: 3 clusters Score -83804.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -83807.468750 Penalty: 2396.550537
	Iteration 11Q: 3 clusters Score -83807.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -83808.718750 Penalty: 2396.550537
	Iteration 12Q: 3 clusters Score -83808.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -83809.867188 Penalty: 2396.550537
	Iteration 13Q: 3 clusters Score -83809.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -83810.679688 Penalty: 2396.550537
	Iteration 14Q: 3 clusters Score -83810.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -83811.867188 Penalty: 2396.550537
	Iteration 15Q: 3 clusters Score -83811.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -83813.828125 Penalty: 2396.550537
	Iteration 16Q: 3 clusters Score -83813.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -83814.453125 Penalty: 2396.550537
	Iteration 17Q: 3 clusters Score -83814.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -83815.265625 Penalty: 2396.550537
	Iteration 18Q: 3 clusters Score -83815.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -83816.031250 Penalty: 2396.550537
	Iteration 19Q: 3 clusters Score -83816.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -83816.476562 Penalty: 2396.550537
	Iteration 20F: 3 clusters Score -83816.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -83817.289062 Penalty: 2396.550537
	Iteration 21Q: 3 clusters Score -83817.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -83817.289062 Penalty: 2396.550537
	Iteration 22F: 3 clusters Score -83817.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -152665.515625 Penalty: 1310.401245
	Iteration 0F: 2 clusters Score -152665.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -149779.453125 Penalty: 2620.802490
	Iteration 0F: 3 clusters Score -149779.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -150446.859375 Penalty: 2620.802490
	Iteration 1F: 3 clusters Score -150446.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -150574.859375 Penalty: 2620.802490
	Iteration 2F: 3 clusters Score -150574.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -150661.531250 Penalty: 2620.802490
	Iteration 3F: 3 clusters Score -150661.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -150728.609375 Penalty: 2620.802490
	Iteration 4Q: 3 clusters Score -150728.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -150789.250000 Penalty: 2620.802490
	Iteration 5Q: 3 clusters Score -150789.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -150841.968750 Penalty: 2620.802490
	Iteration 6Q: 3 clusters Score -150842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -150901.921875 Penalty: 2620.802490
	Iteration 7Q: 3 clusters Score -150901.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -150976.703125 Penalty: 2620.802490
	Iteration 8Q: 3 clusters Score -150976.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -151061.390625 Penalty: 2620.802490
	Iteration 9Q: 3 clusters Score -151061.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -151152.875000 Penalty: 2620.802490
	Iteration 10Q: 3 clusters Score -151152.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -151282.906250 Penalty: 2620.802490
	Iteration 11Q: 3 clusters Score -151282.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -151405.812500 Penalty: 2620.802490
	Iteration 12Q: 3 clusters Score -151405.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -151528.734375 Penalty: 2620.802490
	Iteration 13Q: 3 clusters Score -151528.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -151641.578125 Penalty: 2620.802490
	Iteration 14Q: 3 clusters Score -151641.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -151723.125000 Penalty: 2620.802490
	Iteration 15Q: 3 clusters Score -151723.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -151779.015625 Penalty: 2620.802490
	Iteration 16Q: 3 clusters Score -151779 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -151814.578125 Penalty: 2620.802490
	Iteration 17Q: 3 clusters Score -151814.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -151847.484375 Penalty: 2620.802490
	Iteration 18Q: 3 clusters Score -151847.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -151879.812500 Penalty: 2620.802490
	Iteration 19Q: 3 clusters Score -151879.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -151917.375000 Penalty: 2620.802490
	Iteration 20F: 3 clusters Score -151917.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -151956.406250 Penalty: 2620.802490
	Iteration 21Q: 3 clusters Score -151956.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -151981.421875 Penalty: 2620.802490
	Iteration 22Q: 3 clusters Score -151981.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -151997.640625 Penalty: 2620.802490
	Iteration 23Q: 3 clusters Score -151997.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -152006.515625 Penalty: 2620.802490
	Iteration 24Q: 3 clusters Score -152006.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -152019.109375 Penalty: 2620.802490
	Iteration 25Q: 3 clusters Score -152019.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -152028.937500 Penalty: 2620.802490
	Iteration 26Q: 3 clusters Score -152028.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -152038.171875 Penalty: 2620.802490
	Iteration 27Q: 3 clusters Score -152038.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -152041.968750 Penalty: 2620.802490
	Iteration 28Q: 3 clusters Score -152042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -152043.750000 Penalty: 2620.802490
	Iteration 29Q: 3 clusters Score -152043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -152045.875000 Penalty: 2620.802490
	Iteration 30Q: 3 clusters Score -152045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -152047.843750 Penalty: 2620.802490
	Iteration 31Q: 3 clusters Score -152047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -152049.531250 Penalty: 2620.802490
	Iteration 32Q: 3 clusters Score -152049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -152050.921875 Penalty: 2620.802490
	Iteration 33Q: 3 clusters Score -152050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -152051.703125 Penalty: 2620.802490
	Iteration 34Q: 3 clusters Score -152051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -152052.843750 Penalty: 2620.802490
	Iteration 35Q: 3 clusters Score -152052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -152053.656250 Penalty: 2620.802490
	Iteration 36Q: 3 clusters Score -152053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -152056.093750 Penalty: 2620.802490
	Iteration 37Q: 3 clusters Score -152056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -152058.562500 Penalty: 2620.802490
	Iteration 38Q: 3 clusters Score -152058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -152059.468750 Penalty: 2620.802490
	Iteration 39Q: 3 clusters Score -152059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -152059.718750 Penalty: 2620.802490
	Iteration 40F: 3 clusters Score -152059.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -210293.968750 Penalty: 1351.359009
	Iteration 0F: 2 clusters Score -210294 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 2057 members 
Entering Unmasked Estep 
Score: -206869.546875 Penalty: 2702.718018
	Iteration 0F: 3 clusters Score -206869.5 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -207728.000000 Penalty: 2702.718018
	Iteration 1F: 3 clusters Score -207728 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -207865.156250 Penalty: 2702.718018
	Iteration 2F: 3 clusters Score -207865.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -207956.343750 Penalty: 2702.718018
	Iteration 3Q: 3 clusters Score -207956.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -208021.843750 Penalty: 2702.718018
	Iteration 4Q: 3 clusters Score -208021.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -208075.234375 Penalty: 2702.718018
	Iteration 5Q: 3 clusters Score -208075.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -208127.218750 Penalty: 2702.718018
	Iteration 6Q: 3 clusters Score -208127.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -208178.421875 Penalty: 2702.718018
	Iteration 7Q: 3 clusters Score -208178.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -208225.828125 Penalty: 2702.718018
	Iteration 8Q: 3 clusters Score -208225.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -208283.218750 Penalty: 2702.718018
	Iteration 9Q: 3 clusters Score -208283.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -208351.703125 Penalty: 2702.718018
	Iteration 10Q: 3 clusters Score -208351.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -208418.203125 Penalty: 2702.718018
	Iteration 11Q: 3 clusters Score -208418.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -208467.515625 Penalty: 2702.718018
	Iteration 12Q: 3 clusters Score -208467.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -208526.125000 Penalty: 2702.718018
	Iteration 13Q: 3 clusters Score -208526.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -208577.578125 Penalty: 2702.718018
	Iteration 14Q: 3 clusters Score -208577.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -208639.593750 Penalty: 2702.718018
	Iteration 15Q: 3 clusters Score -208639.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -208697.828125 Penalty: 2702.718018
	Iteration 16Q: 3 clusters Score -208697.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -208742.484375 Penalty: 2702.718018
	Iteration 17Q: 3 clusters Score -208742.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -208791.968750 Penalty: 2702.718018
	Iteration 18Q: 3 clusters Score -208792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -208843.843750 Penalty: 2702.718018
	Iteration 19Q: 3 clusters Score -208843.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -208884.484375 Penalty: 2702.718018
	Iteration 20F: 3 clusters Score -208884.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -208919.187500 Penalty: 2702.718018
	Iteration 21Q: 3 clusters Score -208919.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -208948.765625 Penalty: 2702.718018
	Iteration 22Q: 3 clusters Score -208948.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -208968.515625 Penalty: 2702.718018
	Iteration 23Q: 3 clusters Score -208968.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -208991.515625 Penalty: 2702.718018
	Iteration 24Q: 3 clusters Score -208991.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -209007.234375 Penalty: 2702.718018
	Iteration 25Q: 3 clusters Score -209007.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -209020.453125 Penalty: 2702.718018
	Iteration 26Q: 3 clusters Score -209020.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -209036.781250 Penalty: 2702.718018
	Iteration 27Q: 3 clusters Score -209036.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -209048.718750 Penalty: 2702.718018
	Iteration 28Q: 3 clusters Score -209048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -209061.953125 Penalty: 2702.718018
	Iteration 29Q: 3 clusters Score -209062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -209073.062500 Penalty: 2702.718018
	Iteration 30Q: 3 clusters Score -209073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -209080.562500 Penalty: 2702.718018
	Iteration 31Q: 3 clusters Score -209080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -209082.703125 Penalty: 2702.718018
	Iteration 32Q: 3 clusters Score -209082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -209083.281250 Penalty: 2702.718018
	Iteration 33Q: 3 clusters Score -209083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -209083.281250 Penalty: 2702.718018
	Iteration 34F: 3 clusters Score -209083.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Entering Unmasked Estep 
Score: -680551.375000 Penalty: 1550.355713
	Iteration 0F: 2 clusters Score -680551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -670965.937500 Penalty: 3100.711426
	Iteration 0F: 3 clusters Score -670965.9 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -674158.125000 Penalty: 3100.711426
	Iteration 1F: 3 clusters Score -674158.1 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -674537.000000 Penalty: 3100.711426
	Iteration 2F: 3 clusters Score -674537 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -674893.000000 Penalty: 3100.711426
	Iteration 3F: 3 clusters Score -674893 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -675289.437500 Penalty: 3100.711426
	Iteration 4F: 3 clusters Score -675289.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -675679.375000 Penalty: 3100.711426
	Iteration 5F: 3 clusters Score -675679.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -676136.062500 Penalty: 3100.711426
	Iteration 6F: 3 clusters Score -676136.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -676649.750000 Penalty: 3100.711426
	Iteration 7F: 3 clusters Score -676649.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -677186.500000 Penalty: 3100.711426
	Iteration 8Q: 3 clusters Score -677186.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -677698.937500 Penalty: 3100.711426
	Iteration 9Q: 3 clusters Score -677698.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -678082.500000 Penalty: 3100.711426
	Iteration 10Q: 3 clusters Score -678082.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -678384.687500 Penalty: 3100.711426
	Iteration 11Q: 3 clusters Score -678384.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -678617.437500 Penalty: 3100.711426
	Iteration 12Q: 3 clusters Score -678617.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -678787.875000 Penalty: 3100.711426
	Iteration 13Q: 3 clusters Score -678787.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -678895.187500 Penalty: 3100.711426
	Iteration 14Q: 3 clusters Score -678895.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -678976.562500 Penalty: 3100.711426
	Iteration 15Q: 3 clusters Score -678976.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -679033.562500 Penalty: 3100.711426
	Iteration 16Q: 3 clusters Score -679033.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -679065.937500 Penalty: 3100.711426
	Iteration 17Q: 3 clusters Score -679065.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -679088.375000 Penalty: 3100.711426
	Iteration 18Q: 3 clusters Score -679088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -679105.687500 Penalty: 3100.711426
	Iteration 19Q: 3 clusters Score -679105.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -679121.500000 Penalty: 3100.711426
	Iteration 20F: 3 clusters Score -679121.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -679133.625000 Penalty: 3100.711426
	Iteration 21Q: 3 clusters Score -679133.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -679146.125000 Penalty: 3100.711426
	Iteration 22Q: 3 clusters Score -679146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -679154.500000 Penalty: 3100.711426
	Iteration 23Q: 3 clusters Score -679154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -679158.562500 Penalty: 3100.711426
	Iteration 24Q: 3 clusters Score -679158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -679161.125000 Penalty: 3100.711426
	Iteration 25Q: 3 clusters Score -679161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -679165.375000 Penalty: 3100.711426
	Iteration 26Q: 3 clusters Score -679165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -679164.937500 Penalty: 3100.711426
	Iteration 27Q: 3 clusters Score -679164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -679164.937500 Penalty: 3100.711426
	Iteration 28F: 3 clusters Score -679164.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -93260.515625 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -93260.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -91327.929688 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -91327.93 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -91689.468750 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -91689.47 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -91772.796875 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -91772.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -91816.664062 Penalty: 2431.322510
	Iteration 3Q: 3 clusters Score -91816.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -91849.781250 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -91849.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -91875.789062 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -91875.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -91890.429688 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -91890.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -91906.492188 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -91906.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -91914.804688 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -91914.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -91922.046875 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -91922.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -91930.898438 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -91930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -91935.921875 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -91935.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -91943.054688 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -91943.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -91950.570312 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -91950.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -91952.234375 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -91952.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -91953.265625 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -91953.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -91954.710938 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -91954.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -91955.640625 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -91955.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -91956.070312 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -91956.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -91956.070312 Penalty: 2431.322510
	Iteration 19F: 3 clusters Score -91956.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Entering Unmasked Estep 
Score: -4786336.500000 Penalty: 1867.615601
	Iteration 0F: 2 clusters Score -4786336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -4720646.500000 Penalty: 3735.231201
	Iteration 0F: 3 clusters Score -4720646 nChanged 46831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -4748867.500000 Penalty: 3735.231201
	Iteration 1F: 3 clusters Score -4748868 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -4750145.000000 Penalty: 3735.231201
	Iteration 2Q: 3 clusters Score -4750145 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -4752338.500000 Penalty: 3735.231201
	Iteration 3Q: 3 clusters Score -4752338 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4755976.000000 Penalty: 3735.231201
	Iteration 4F: 3 clusters Score -4755976 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -4761571.500000 Penalty: 3735.231201
	Iteration 5F: 3 clusters Score -4761572 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4768168.000000 Penalty: 3735.231201
	Iteration 6F: 3 clusters Score -4768168 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4774032.000000 Penalty: 3735.231201
	Iteration 7F: 3 clusters Score -4774032 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4777851.000000 Penalty: 3735.231201
	Iteration 8Q: 3 clusters Score -4777851 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4779837.000000 Penalty: 3735.231201
	Iteration 9Q: 3 clusters Score -4779837 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -4780991.500000 Penalty: 3735.231201
	Iteration 10Q: 3 clusters Score -4780992 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4781716.000000 Penalty: 3735.231201
	Iteration 11Q: 3 clusters Score -4781716 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -4782272.000000 Penalty: 3735.231201
	Iteration 12Q: 3 clusters Score -4782272 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4782720.000000 Penalty: 3735.231201
	Iteration 13Q: 3 clusters Score -4782720 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4783075.000000 Penalty: 3735.231201
	Iteration 14Q: 3 clusters Score -4783075 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -4783321.000000 Penalty: 3735.231201
	Iteration 15Q: 3 clusters Score -4783321 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4783546.000000 Penalty: 3735.231201
	Iteration 16Q: 3 clusters Score -4783546 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4783692.500000 Penalty: 3735.231201
	Iteration 17Q: 3 clusters Score -4783692 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4783811.500000 Penalty: 3735.231201
	Iteration 18Q: 3 clusters Score -4783812 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93643 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4783928.000000 Penalty: 3735.231201
	Iteration 19Q: 3 clusters Score -4783928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4783993.000000 Penalty: 3735.231201
	Iteration 20F: 3 clusters Score -4783993 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4784047.500000 Penalty: 3735.231201
	Iteration 21Q: 3 clusters Score -4784048 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4784115.000000 Penalty: 3735.231201
	Iteration 22Q: 3 clusters Score -4784115 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4784165.000000 Penalty: 3735.231201
	Iteration 23Q: 3 clusters Score -4784165 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4784254.000000 Penalty: 3735.231201
	Iteration 24Q: 3 clusters Score -4784254 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4784303.500000 Penalty: 3735.231201
	Iteration 25Q: 3 clusters Score -4784304 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4784340.000000 Penalty: 3735.231201
	Iteration 26Q: 3 clusters Score -4784340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4784396.000000 Penalty: 3735.231201
	Iteration 27Q: 3 clusters Score -4784396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4784422.500000 Penalty: 3735.231201
	Iteration 28Q: 3 clusters Score -4784422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4784440.000000 Penalty: 3735.231201
	Iteration 29Q: 3 clusters Score -4784440 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4784453.500000 Penalty: 3735.231201
	Iteration 30Q: 3 clusters Score -4784454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4784467.000000 Penalty: 3735.231201
	Iteration 31Q: 3 clusters Score -4784467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4784504.000000 Penalty: 3735.231201
	Iteration 32Q: 3 clusters Score -4784504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4784501.000000 Penalty: 3735.231201
	Iteration 33Q: 3 clusters Score -4784501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4784515.000000 Penalty: 3735.231201
	Iteration 34Q: 3 clusters Score -4784515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4784522.000000 Penalty: 3735.231201
	Iteration 35Q: 3 clusters Score -4784522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4784534.500000 Penalty: 3735.231201
	Iteration 36Q: 3 clusters Score -4784534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4784533.000000 Penalty: 3735.231201
	Iteration 37Q: 3 clusters Score -4784533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4784547.000000 Penalty: 3735.231201
	Iteration 38Q: 3 clusters Score -4784547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4784558.500000 Penalty: 3735.231201
	Iteration 39Q: 3 clusters Score -4784558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4784560.500000 Penalty: 3735.231201
	Iteration 40F: 3 clusters Score -4784560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4784566.500000 Penalty: 3735.231201
	Iteration 41Q: 3 clusters Score -4784566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4784582.000000 Penalty: 3735.231201
	Iteration 42Q: 3 clusters Score -4784582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4784582.500000 Penalty: 3735.231201
	Iteration 43Q: 3 clusters Score -4784582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4784586.000000 Penalty: 3735.231201
	Iteration 44Q: 3 clusters Score -4784586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96003 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4784580.000000 Penalty: 3735.231201
	Iteration 45Q: 3 clusters Score -4784580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4784586.500000 Penalty: 3735.231201
	Iteration 46Q: 3 clusters Score -4784586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4784587.500000 Penalty: 3735.231201
	Iteration 47Q: 3 clusters Score -4784588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4784590.500000 Penalty: 3735.231201
	Iteration 48Q: 3 clusters Score -4784590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4784592.500000 Penalty: 3735.231201
	Iteration 49Q: 3 clusters Score -4784592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4784580.000000 Penalty: 3735.231201
	Iteration 50Q: 3 clusters Score -4784580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4784590.000000 Penalty: 3735.231201
	Iteration 51Q: 3 clusters Score -4784590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4784600.000000 Penalty: 3735.231201
	Iteration 52Q: 3 clusters Score -4784600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4784606.000000 Penalty: 3735.231201
	Iteration 53Q: 3 clusters Score -4784606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4784605.500000 Penalty: 3735.231201
	Iteration 54Q: 3 clusters Score -4784606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4784609.000000 Penalty: 3735.231201
	Iteration 55Q: 3 clusters Score -4784609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4784608.500000 Penalty: 3735.231201
	Iteration 56Q: 3 clusters Score -4784608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4784614.500000 Penalty: 3735.231201
	Iteration 57Q: 3 clusters Score -4784614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4784615.500000 Penalty: 3735.231201
	Iteration 58Q: 3 clusters Score -4784616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4784623.500000 Penalty: 3735.231201
	Iteration 59Q: 3 clusters Score -4784624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4784626.000000 Penalty: 3735.231201
	Iteration 60F: 3 clusters Score -4784626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4784635.500000 Penalty: 3735.231201
	Iteration 61Q: 3 clusters Score -4784636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4784636.500000 Penalty: 3735.231201
	Iteration 62Q: 3 clusters Score -4784636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4784640.500000 Penalty: 3735.231201
	Iteration 63Q: 3 clusters Score -4784640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4784643.500000 Penalty: 3735.231201
	Iteration 64Q: 3 clusters Score -4784644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4784647.000000 Penalty: 3735.231201
	Iteration 65Q: 3 clusters Score -4784647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4784653.500000 Penalty: 3735.231201
	Iteration 66Q: 3 clusters Score -4784654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4784653.500000 Penalty: 3735.231201
	Iteration 67Q: 3 clusters Score -4784654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4784659.500000 Penalty: 3735.231201
	Iteration 68Q: 3 clusters Score -4784660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4784656.500000 Penalty: 3735.231201
	Iteration 69Q: 3 clusters Score -4784656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4784660.000000 Penalty: 3735.231201
	Iteration 70Q: 3 clusters Score -4784660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4784660.500000 Penalty: 3735.231201
	Iteration 71Q: 3 clusters Score -4784660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4784661.500000 Penalty: 3735.231201
	Iteration 72Q: 3 clusters Score -4784662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4784658.500000 Penalty: 3735.231201
	Iteration 73Q: 3 clusters Score -4784658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4784656.500000 Penalty: 3735.231201
	Iteration 74Q: 3 clusters Score -4784656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4784657.500000 Penalty: 3735.231201
	Iteration 75Q: 3 clusters Score -4784658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4784663.000000 Penalty: 3735.231201
	Iteration 76Q: 3 clusters Score -4784663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4784663.000000 Penalty: 3735.231201
	Iteration 77Q: 3 clusters Score -4784663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4784656.500000 Penalty: 3735.231201
	Iteration 78Q: 3 clusters Score -4784656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4784665.500000 Penalty: 3735.231201
	Iteration 79Q: 3 clusters Score -4784666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4784667.500000 Penalty: 3735.231201
	Iteration 80F: 3 clusters Score -4784668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4784673.500000 Penalty: 3735.231201
	Iteration 81Q: 3 clusters Score -4784674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4784678.000000 Penalty: 3735.231201
	Iteration 82Q: 3 clusters Score -4784678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4784683.500000 Penalty: 3735.231201
	Iteration 83Q: 3 clusters Score -4784684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4784685.500000 Penalty: 3735.231201
	Iteration 84Q: 3 clusters Score -4784686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4784684.000000 Penalty: 3735.231201
	Iteration 85Q: 3 clusters Score -4784684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4784681.000000 Penalty: 3735.231201
	Iteration 86Q: 3 clusters Score -4784681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4784683.000000 Penalty: 3735.231201
	Iteration 87Q: 3 clusters Score -4784683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4784682.000000 Penalty: 3735.231201
	Iteration 88Q: 3 clusters Score -4784682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4784682.000000 Penalty: 3735.231201
	Iteration 89F: 3 clusters Score -4784682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (71568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Entering Unmasked Estep 
Score: -3431583.500000 Penalty: 1816.490479
	Iteration 0F: 2 clusters Score -3431584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -3383741.500000 Penalty: 3632.980957
	Iteration 0F: 3 clusters Score -3383742 nChanged 33814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -3403427.750000 Penalty: 3632.980957
	Iteration 1F: 3 clusters Score -3403428 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3404268.500000 Penalty: 3632.980957
	Iteration 2Q: 3 clusters Score -3404268 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3405744.000000 Penalty: 3632.980957
	Iteration 3Q: 3 clusters Score -3405744 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3408354.500000 Penalty: 3632.980957
	Iteration 4F: 3 clusters Score -3408354 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3412683.750000 Penalty: 3632.980957
	Iteration 5F: 3 clusters Score -3412684 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3418432.250000 Penalty: 3632.980957
	Iteration 6F: 3 clusters Score -3418432 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3423877.000000 Penalty: 3632.980957
	Iteration 7F: 3 clusters Score -3423877 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3427351.500000 Penalty: 3632.980957
	Iteration 8F: 3 clusters Score -3427352 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3428902.000000 Penalty: 3632.980957
	Iteration 9Q: 3 clusters Score -3428902 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3429504.500000 Penalty: 3632.980957
	Iteration 10Q: 3 clusters Score -3429504 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3429773.500000 Penalty: 3632.980957
	Iteration 11Q: 3 clusters Score -3429774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3429886.250000 Penalty: 3632.980957
	Iteration 12Q: 3 clusters Score -3429886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3429946.250000 Penalty: 3632.980957
	Iteration 13Q: 3 clusters Score -3429946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3429971.000000 Penalty: 3632.980957
	Iteration 14Q: 3 clusters Score -3429971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3429986.500000 Penalty: 3632.980957
	Iteration 15Q: 3 clusters Score -3429986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3429994.500000 Penalty: 3632.980957
	Iteration 16Q: 3 clusters Score -3429994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3429995.500000 Penalty: 3632.980957
	Iteration 17Q: 3 clusters Score -3429996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3429999.500000 Penalty: 3632.980957
	Iteration 18Q: 3 clusters Score -3430000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3430006.750000 Penalty: 3632.980957
	Iteration 19Q: 3 clusters Score -3430007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3430010.250000 Penalty: 3632.980957
	Iteration 20F: 3 clusters Score -3430010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3430016.500000 Penalty: 3632.980957
	Iteration 21Q: 3 clusters Score -3430016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3430018.000000 Penalty: 3632.980957
	Iteration 22Q: 3 clusters Score -3430018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3430018.250000 Penalty: 3632.980957
	Iteration 23Q: 3 clusters Score -3430018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3430018.000000 Penalty: 3632.980957
	Iteration 24Q: 3 clusters Score -3430018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3430018.750000 Penalty: 3632.980957
	Iteration 25Q: 3 clusters Score -3430019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3430021.000000 Penalty: 3632.980957
	Iteration 26Q: 3 clusters Score -3430021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3430021.000000 Penalty: 3632.980957
	Iteration 27F: 3 clusters Score -3430021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Entering Unmasked Estep 
Score: -445311.250000 Penalty: 1497.878418
	Iteration 0F: 2 clusters Score -445311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -438172.375000 Penalty: 2995.756836
	Iteration 0F: 3 clusters Score -438172.4 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -440809.656250 Penalty: 2995.756836
	Iteration 1F: 3 clusters Score -440809.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -441444.593750 Penalty: 2995.756836
	Iteration 2F: 3 clusters Score -441444.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -442151.656250 Penalty: 2995.756836
	Iteration 3F: 3 clusters Score -442151.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -442765.156250 Penalty: 2995.756836
	Iteration 4F: 3 clusters Score -442765.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -443189.125000 Penalty: 2995.756836
	Iteration 5F: 3 clusters Score -443189.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -443534.812500 Penalty: 2995.756836
	Iteration 6Q: 3 clusters Score -443534.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -443796.468750 Penalty: 2995.756836
	Iteration 7Q: 3 clusters Score -443796.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -443974.687500 Penalty: 2995.756836
	Iteration 8Q: 3 clusters Score -443974.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -444095.562500 Penalty: 2995.756836
	Iteration 9Q: 3 clusters Score -444095.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -444196.656250 Penalty: 2995.756836
	Iteration 10Q: 3 clusters Score -444196.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -444271.343750 Penalty: 2995.756836
	Iteration 11Q: 3 clusters Score -444271.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -444346.343750 Penalty: 2995.756836
	Iteration 12Q: 3 clusters Score -444346.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -444414.250000 Penalty: 2995.756836
	Iteration 13Q: 3 clusters Score -444414.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -444481.656250 Penalty: 2995.756836
	Iteration 14Q: 3 clusters Score -444481.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -444552.593750 Penalty: 2995.756836
	Iteration 15Q: 3 clusters Score -444552.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -444610.843750 Penalty: 2995.756836
	Iteration 16Q: 3 clusters Score -444610.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -444661.468750 Penalty: 2995.756836
	Iteration 17Q: 3 clusters Score -444661.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -444713.062500 Penalty: 2995.756836
	Iteration 18Q: 3 clusters Score -444713.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -444757.593750 Penalty: 2995.756836
	Iteration 19Q: 3 clusters Score -444757.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -444782.000000 Penalty: 2995.756836
	Iteration 20F: 3 clusters Score -444782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -444796.375000 Penalty: 2995.756836
	Iteration 21Q: 3 clusters Score -444796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -444800.093750 Penalty: 2995.756836
	Iteration 22Q: 3 clusters Score -444800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -444805.343750 Penalty: 2995.756836
	Iteration 23Q: 3 clusters Score -444805.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -444808.875000 Penalty: 2995.756836
	Iteration 24Q: 3 clusters Score -444808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -444813.750000 Penalty: 2995.756836
	Iteration 25Q: 3 clusters Score -444813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -444818.937500 Penalty: 2995.756836
	Iteration 26Q: 3 clusters Score -444818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -444823.187500 Penalty: 2995.756836
	Iteration 27Q: 3 clusters Score -444823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -444828.031250 Penalty: 2995.756836
	Iteration 28Q: 3 clusters Score -444828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -444833.500000 Penalty: 2995.756836
	Iteration 29Q: 3 clusters Score -444833.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -444836.437500 Penalty: 2995.756836
	Iteration 30Q: 3 clusters Score -444836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -444838.500000 Penalty: 2995.756836
	Iteration 31Q: 3 clusters Score -444838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -444838.906250 Penalty: 2995.756836
	Iteration 32Q: 3 clusters Score -444838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -444838.906250 Penalty: 2995.756836
	Iteration 33F: 3 clusters Score -444838.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (253934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253934 members 
Entering Unmasked Estep 
Score: -12058320.000000 Penalty: 2022.284912
	Iteration 0F: 2 clusters Score -1.205832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126836 members 
Mstep: Class 2 contains 127098 members 
Entering Unmasked Estep 
Score: -11887097.000000 Penalty: 4044.569824
	Iteration 0F: 3 clusters Score -1.18871e+07 nChanged 123386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -11961147.000000 Penalty: 4044.569824
	Iteration 1F: 3 clusters Score -1.196115e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -11962532.000000 Penalty: 4044.569824
	Iteration 2Q: 3 clusters Score -1.196253e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127509 members 
Mstep: Class 2 contains 126425 members 
Entering Unmasked Estep 
Score: -11964420.000000 Penalty: 4044.569824
	Iteration 3Q: 3 clusters Score -1.196442e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -11967037.000000 Penalty: 4044.569824
	Iteration 4Q: 3 clusters Score -1.196704e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 128084 members 
Entering Unmasked Estep 
Score: -11970951.000000 Penalty: 4044.569824
	Iteration 5Q: 3 clusters Score -1.197095e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Mstep: Class 2 contains 130259 members 
Entering Unmasked Estep 
Score: -11976800.000000 Penalty: 4044.569824
	Iteration 6Q: 3 clusters Score -1.19768e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120114 members 
Mstep: Class 2 contains 133820 members 
Entering Unmasked Estep 
Score: -11985485.000000 Penalty: 4044.569824
	Iteration 7F: 3 clusters Score -1.198548e+07 nChanged 15746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -11996928.000000 Penalty: 4044.569824
	Iteration 8F: 3 clusters Score -1.199693e+07 nChanged 16593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110101 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -12008434.000000 Penalty: 4044.569824
	Iteration 9F: 3 clusters Score -1.200843e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 148162 members 
Entering Unmasked Estep 
Score: -12016744.000000 Penalty: 4044.569824
	Iteration 10F: 3 clusters Score -1.201674e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102433 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -12020602.000000 Penalty: 4044.569824
	Iteration 11Q: 3 clusters Score -1.20206e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 154440 members 
Entering Unmasked Estep 
Score: -12022682.000000 Penalty: 4044.569824
	Iteration 12Q: 3 clusters Score -1.202268e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 157295 members 
Entering Unmasked Estep 
Score: -12024319.000000 Penalty: 4044.569824
	Iteration 13Q: 3 clusters Score -1.202432e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -12025767.000000 Penalty: 4044.569824
	Iteration 14Q: 3 clusters Score -1.202577e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 163220 members 
Entering Unmasked Estep 
Score: -12027629.000000 Penalty: 4044.569824
	Iteration 15Q: 3 clusters Score -1.202763e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87850 members 
Mstep: Class 2 contains 166084 members 
Entering Unmasked Estep 
Score: -12029446.000000 Penalty: 4044.569824
	Iteration 16Q: 3 clusters Score -1.202945e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -12031338.000000 Penalty: 4044.569824
	Iteration 17Q: 3 clusters Score -1.203134e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 171413 members 
Entering Unmasked Estep 
Score: -12033233.000000 Penalty: 4044.569824
	Iteration 18Q: 3 clusters Score -1.203323e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -12034961.000000 Penalty: 4044.569824
	Iteration 19Q: 3 clusters Score -1.203496e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 175929 members 
Entering Unmasked Estep 
Score: -12036530.000000 Penalty: 4044.569824
	Iteration 20F: 3 clusters Score -1.203653e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 177677 members 
Entering Unmasked Estep 
Score: -12037771.000000 Penalty: 4044.569824
	Iteration 21Q: 3 clusters Score -1.203777e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 179068 members 
Entering Unmasked Estep 
Score: -12038919.000000 Penalty: 4044.569824
	Iteration 22Q: 3 clusters Score -1.203892e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 180251 members 
Entering Unmasked Estep 
Score: -12039942.000000 Penalty: 4044.569824
	Iteration 23Q: 3 clusters Score -1.203994e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 181348 members 
Entering Unmasked Estep 
Score: -12040738.000000 Penalty: 4044.569824
	Iteration 24Q: 3 clusters Score -1.204074e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 182276 members 
Entering Unmasked Estep 
Score: -12041372.000000 Penalty: 4044.569824
	Iteration 25Q: 3 clusters Score -1.204137e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 183090 members 
Entering Unmasked Estep 
Score: -12041879.000000 Penalty: 4044.569824
	Iteration 26Q: 3 clusters Score -1.204188e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 183851 members 
Entering Unmasked Estep 
Score: -12042214.000000 Penalty: 4044.569824
	Iteration 27Q: 3 clusters Score -1.204221e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 184529 members 
Entering Unmasked Estep 
Score: -12042555.000000 Penalty: 4044.569824
	Iteration 28Q: 3 clusters Score -1.204256e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 185126 members 
Entering Unmasked Estep 
Score: -12042787.000000 Penalty: 4044.569824
	Iteration 29Q: 3 clusters Score -1.204279e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 185715 members 
Entering Unmasked Estep 
Score: -12043000.000000 Penalty: 4044.569824
	Iteration 30Q: 3 clusters Score -1.2043e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 186256 members 
Entering Unmasked Estep 
Score: -12043209.000000 Penalty: 4044.569824
	Iteration 31Q: 3 clusters Score -1.204321e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 186790 members 
Entering Unmasked Estep 
Score: -12043256.000000 Penalty: 4044.569824
	Iteration 32Q: 3 clusters Score -1.204326e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 187319 members 
Entering Unmasked Estep 
Score: -12043370.000000 Penalty: 4044.569824
	Iteration 33Q: 3 clusters Score -1.204337e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 187816 members 
Entering Unmasked Estep 
Score: -12043440.000000 Penalty: 4044.569824
	Iteration 34Q: 3 clusters Score -1.204344e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 188397 members 
Entering Unmasked Estep 
Score: -12043459.000000 Penalty: 4044.569824
	Iteration 35Q: 3 clusters Score -1.204346e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 189044 members 
Entering Unmasked Estep 
Score: -12043587.000000 Penalty: 4044.569824
	Iteration 36Q: 3 clusters Score -1.204359e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 189721 members 
Entering Unmasked Estep 
Score: -12043687.000000 Penalty: 4044.569824
	Iteration 37Q: 3 clusters Score -1.204369e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -12043794.000000 Penalty: 4044.569824
	Iteration 38Q: 3 clusters Score -1.204379e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 191197 members 
Entering Unmasked Estep 
Score: -12043875.000000 Penalty: 4044.569824
	Iteration 39Q: 3 clusters Score -1.204388e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 192006 members 
Entering Unmasked Estep 
Score: -12043991.000000 Penalty: 4044.569824
	Iteration 40F: 3 clusters Score -1.204399e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 192880 members 
Entering Unmasked Estep 
Score: -12044091.000000 Penalty: 4044.569824
	Iteration 41Q: 3 clusters Score -1.204409e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 193772 members 
Entering Unmasked Estep 
Score: -12044225.000000 Penalty: 4044.569824
	Iteration 42Q: 3 clusters Score -1.204422e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 194700 members 
Entering Unmasked Estep 
Score: -12044274.000000 Penalty: 4044.569824
	Iteration 43Q: 3 clusters Score -1.204427e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 195706 members 
Entering Unmasked Estep 
Score: -12044383.000000 Penalty: 4044.569824
	Iteration 44Q: 3 clusters Score -1.204438e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 196781 members 
Entering Unmasked Estep 
Score: -12044586.000000 Penalty: 4044.569824
	Iteration 45Q: 3 clusters Score -1.204459e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 197918 members 
Entering Unmasked Estep 
Score: -12044775.000000 Penalty: 4044.569824
	Iteration 46Q: 3 clusters Score -1.204478e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 199133 members 
Entering Unmasked Estep 
Score: -12044838.000000 Penalty: 4044.569824
	Iteration 47Q: 3 clusters Score -1.204484e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 200458 members 
Entering Unmasked Estep 
Score: -12045011.000000 Penalty: 4044.569824
	Iteration 48Q: 3 clusters Score -1.204501e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 201897 members 
Entering Unmasked Estep 
Score: -12045234.000000 Penalty: 4044.569824
	Iteration 49Q: 3 clusters Score -1.204523e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 203410 members 
Entering Unmasked Estep 
Score: -12045481.000000 Penalty: 4044.569824
	Iteration 50Q: 3 clusters Score -1.204548e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 204962 members 
Entering Unmasked Estep 
Score: -12045647.000000 Penalty: 4044.569824
	Iteration 51Q: 3 clusters Score -1.204565e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 206582 members 
Entering Unmasked Estep 
Score: -12045873.000000 Penalty: 4044.569824
	Iteration 52Q: 3 clusters Score -1.204587e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 208216 members 
Entering Unmasked Estep 
Score: -12046198.000000 Penalty: 4044.569824
	Iteration 53Q: 3 clusters Score -1.20462e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 209959 members 
Entering Unmasked Estep 
Score: -12046539.000000 Penalty: 4044.569824
	Iteration 54Q: 3 clusters Score -1.204654e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 211780 members 
Entering Unmasked Estep 
Score: -12046895.000000 Penalty: 4044.569824
	Iteration 55Q: 3 clusters Score -1.20469e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 213687 members 
Entering Unmasked Estep 
Score: -12047297.000000 Penalty: 4044.569824
	Iteration 56Q: 3 clusters Score -1.20473e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 215656 members 
Entering Unmasked Estep 
Score: -12047796.000000 Penalty: 4044.569824
	Iteration 57Q: 3 clusters Score -1.20478e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 217750 members 
Entering Unmasked Estep 
Score: -12048453.000000 Penalty: 4044.569824
	Iteration 58Q: 3 clusters Score -1.204845e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 219906 members 
Entering Unmasked Estep 
Score: -12049146.000000 Penalty: 4044.569824
	Iteration 59Q: 3 clusters Score -1.204915e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 222199 members 
Entering Unmasked Estep 
Score: -12050011.000000 Penalty: 4044.569824
	Iteration 60F: 3 clusters Score -1.205001e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 224494 members 
Entering Unmasked Estep 
Score: -12050882.000000 Penalty: 4044.569824
	Iteration 61Q: 3 clusters Score -1.205088e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 226684 members 
Entering Unmasked Estep 
Score: -12051694.000000 Penalty: 4044.569824
	Iteration 62Q: 3 clusters Score -1.205169e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 228848 members 
Entering Unmasked Estep 
Score: -12052618.000000 Penalty: 4044.569824
	Iteration 63Q: 3 clusters Score -1.205262e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 230853 members 
Entering Unmasked Estep 
Score: -12053387.000000 Penalty: 4044.569824
	Iteration 64Q: 3 clusters Score -1.205339e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 232624 members 
Entering Unmasked Estep 
Score: -12054190.000000 Penalty: 4044.569824
	Iteration 65Q: 3 clusters Score -1.205419e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 234276 members 
Entering Unmasked Estep 
Score: -12054796.000000 Penalty: 4044.569824
	Iteration 66Q: 3 clusters Score -1.20548e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 235729 members 
Entering Unmasked Estep 
Score: -12055261.000000 Penalty: 4044.569824
	Iteration 67Q: 3 clusters Score -1.205526e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 237000 members 
Entering Unmasked Estep 
Score: -12055635.000000 Penalty: 4044.569824
	Iteration 68Q: 3 clusters Score -1.205564e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 238182 members 
Entering Unmasked Estep 
Score: -12056037.000000 Penalty: 4044.569824
	Iteration 69Q: 3 clusters Score -1.205604e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 239264 members 
Entering Unmasked Estep 
Score: -12056353.000000 Penalty: 4044.569824
	Iteration 70Q: 3 clusters Score -1.205635e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 240244 members 
Entering Unmasked Estep 
Score: -12056582.000000 Penalty: 4044.569824
	Iteration 71Q: 3 clusters Score -1.205658e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 241132 members 
Entering Unmasked Estep 
Score: -12056755.000000 Penalty: 4044.569824
	Iteration 72Q: 3 clusters Score -1.205676e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 241901 members 
Entering Unmasked Estep 
Score: -12056914.000000 Penalty: 4044.569824
	Iteration 73Q: 3 clusters Score -1.205691e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 242555 members 
Entering Unmasked Estep 
Score: -12057122.000000 Penalty: 4044.569824
	Iteration 74Q: 3 clusters Score -1.205712e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 243158 members 
Entering Unmasked Estep 
Score: -12057217.000000 Penalty: 4044.569824
	Iteration 75Q: 3 clusters Score -1.205722e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 243668 members 
Entering Unmasked Estep 
Score: -12057324.000000 Penalty: 4044.569824
	Iteration 76Q: 3 clusters Score -1.205732e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 244113 members 
Entering Unmasked Estep 
Score: -12057456.000000 Penalty: 4044.569824
	Iteration 77Q: 3 clusters Score -1.205746e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 244502 members 
Entering Unmasked Estep 
Score: -12057515.000000 Penalty: 4044.569824
	Iteration 78Q: 3 clusters Score -1.205752e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 244861 members 
Entering Unmasked Estep 
Score: -12057589.000000 Penalty: 4044.569824
	Iteration 79Q: 3 clusters Score -1.205759e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 245187 members 
Entering Unmasked Estep 
Score: -12057601.000000 Penalty: 4044.569824
	Iteration 80F: 3 clusters Score -1.20576e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 245467 members 
Entering Unmasked Estep 
Score: -12057648.000000 Penalty: 4044.569824
	Iteration 81Q: 3 clusters Score -1.205765e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 245722 members 
Entering Unmasked Estep 
Score: -12057653.000000 Penalty: 4044.569824
	Iteration 82Q: 3 clusters Score -1.205765e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 245966 members 
Entering Unmasked Estep 
Score: -12057723.000000 Penalty: 4044.569824
	Iteration 83Q: 3 clusters Score -1.205772e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 246168 members 
Entering Unmasked Estep 
Score: -12057725.000000 Penalty: 4044.569824
	Iteration 84Q: 3 clusters Score -1.205772e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 246353 members 
Entering Unmasked Estep 
Score: -12057722.000000 Penalty: 4044.569824
	Iteration 85Q: 3 clusters Score -1.205772e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 246532 members 
Entering Unmasked Estep 
Score: -12057745.000000 Penalty: 4044.569824
	Iteration 86Q: 3 clusters Score -1.205774e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 246681 members 
Entering Unmasked Estep 
Score: -12057766.000000 Penalty: 4044.569824
	Iteration 87Q: 3 clusters Score -1.205777e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 246808 members 
Entering Unmasked Estep 
Score: -12057779.000000 Penalty: 4044.569824
	Iteration 88Q: 3 clusters Score -1.205778e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 246918 members 
Entering Unmasked Estep 
Score: -12057784.000000 Penalty: 4044.569824
	Iteration 89Q: 3 clusters Score -1.205778e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 247010 members 
Entering Unmasked Estep 
Score: -12057800.000000 Penalty: 4044.569824
	Iteration 90Q: 3 clusters Score -1.20578e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 247098 members 
Entering Unmasked Estep 
Score: -12057806.000000 Penalty: 4044.569824
	Iteration 91Q: 3 clusters Score -1.205781e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 247198 members 
Entering Unmasked Estep 
Score: -12057835.000000 Penalty: 4044.569824
	Iteration 92Q: 3 clusters Score -1.205784e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 247281 members 
Entering Unmasked Estep 
Score: -12057845.000000 Penalty: 4044.569824
	Iteration 93Q: 3 clusters Score -1.205784e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 247351 members 
Entering Unmasked Estep 
Score: -12057829.000000 Penalty: 4044.569824
	Iteration 94Q: 3 clusters Score -1.205783e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 247419 members 
Entering Unmasked Estep 
Score: -12057844.000000 Penalty: 4044.569824
	Iteration 95Q: 3 clusters Score -1.205784e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 247480 members 
Entering Unmasked Estep 
Score: -12057860.000000 Penalty: 4044.569824
	Iteration 96Q: 3 clusters Score -1.205786e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 247529 members 
Entering Unmasked Estep 
Score: -12057866.000000 Penalty: 4044.569824
	Iteration 97Q: 3 clusters Score -1.205787e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 247569 members 
Entering Unmasked Estep 
Score: -12057846.000000 Penalty: 4044.569824
	Iteration 98Q: 3 clusters Score -1.205785e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 247611 members 
Entering Unmasked Estep 
Score: -12057860.000000 Penalty: 4044.569824
	Iteration 99Q: 3 clusters Score -1.205786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 247653 members 
Entering Unmasked Estep 
Score: -12057855.000000 Penalty: 4044.569824
	Iteration 100F: 3 clusters Score -1.205786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 247678 members 
Entering Unmasked Estep 
Score: -12057856.000000 Penalty: 4044.569824
	Iteration 101Q: 3 clusters Score -1.205786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 247705 members 
Entering Unmasked Estep 
Score: -12057874.000000 Penalty: 4044.569824
	Iteration 102Q: 3 clusters Score -1.205787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 247733 members 
Entering Unmasked Estep 
Score: -12057871.000000 Penalty: 4044.569824
	Iteration 103Q: 3 clusters Score -1.205787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 247750 members 
Entering Unmasked Estep 
Score: -12057869.000000 Penalty: 4044.569824
	Iteration 104Q: 3 clusters Score -1.205787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 247765 members 
Entering Unmasked Estep 
Score: -12057865.000000 Penalty: 4044.569824
	Iteration 105Q: 3 clusters Score -1.205786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 247787 members 
Entering Unmasked Estep 
Score: -12057871.000000 Penalty: 4044.569824
	Iteration 106Q: 3 clusters Score -1.205787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 247805 members 
Entering Unmasked Estep 
Score: -12057847.000000 Penalty: 4044.569824
	Iteration 107Q: 3 clusters Score -1.205785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 247831 members 
Entering Unmasked Estep 
Score: -12057856.000000 Penalty: 4044.569824
	Iteration 108Q: 3 clusters Score -1.205786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 247861 members 
Entering Unmasked Estep 
Score: -12057861.000000 Penalty: 4044.569824
	Iteration 109Q: 3 clusters Score -1.205786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 247890 members 
Entering Unmasked Estep 
Score: -12057874.000000 Penalty: 4044.569824
	Iteration 110Q: 3 clusters Score -1.205787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 247907 members 
Entering Unmasked Estep 
Score: -12057871.000000 Penalty: 4044.569824
	Iteration 111Q: 3 clusters Score -1.205787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 247924 members 
Entering Unmasked Estep 
Score: -12057852.000000 Penalty: 4044.569824
	Iteration 112Q: 3 clusters Score -1.205785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 247947 members 
Entering Unmasked Estep 
Score: -12057837.000000 Penalty: 4044.569824
	Iteration 113Q: 3 clusters Score -1.205784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 247967 members 
Entering Unmasked Estep 
Score: -12057835.000000 Penalty: 4044.569824
	Iteration 114Q: 3 clusters Score -1.205784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 247992 members 
Entering Unmasked Estep 
Score: -12057832.000000 Penalty: 4044.569824
	Iteration 115Q: 3 clusters Score -1.205783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 248018 members 
Entering Unmasked Estep 
Score: -12057837.000000 Penalty: 4044.569824
	Iteration 116Q: 3 clusters Score -1.205784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 248042 members 
Entering Unmasked Estep 
Score: -12057851.000000 Penalty: 4044.569824
	Iteration 117Q: 3 clusters Score -1.205785e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 248072 members 
Entering Unmasked Estep 
Score: -12057848.000000 Penalty: 4044.569824
	Iteration 118Q: 3 clusters Score -1.205785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 248098 members 
Entering Unmasked Estep 
Score: -12057845.000000 Penalty: 4044.569824
	Iteration 119Q: 3 clusters Score -1.205784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 248123 members 
Entering Unmasked Estep 
Score: -12057833.000000 Penalty: 4044.569824
	Iteration 120F: 3 clusters Score -1.205783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 248135 members 
Entering Unmasked Estep 
Score: -12057834.000000 Penalty: 4044.569824
	Iteration 121Q: 3 clusters Score -1.205783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 248142 members 
Entering Unmasked Estep 
Score: -12057825.000000 Penalty: 4044.569824
	Iteration 122Q: 3 clusters Score -1.205782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 248160 members 
Entering Unmasked Estep 
Score: -12057827.000000 Penalty: 4044.569824
	Iteration 123Q: 3 clusters Score -1.205783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 248176 members 
Entering Unmasked Estep 
Score: -12057820.000000 Penalty: 4044.569824
	Iteration 124Q: 3 clusters Score -1.205782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 248188 members 
Entering Unmasked Estep 
Score: -12057824.000000 Penalty: 4044.569824
	Iteration 125Q: 3 clusters Score -1.205782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 248205 members 
Entering Unmasked Estep 
Score: -12057828.000000 Penalty: 4044.569824
	Iteration 126Q: 3 clusters Score -1.205783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 248223 members 
Entering Unmasked Estep 
Score: -12057830.000000 Penalty: 4044.569824
	Iteration 127Q: 3 clusters Score -1.205783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 248245 members 
Entering Unmasked Estep 
Score: -12057826.000000 Penalty: 4044.569824
	Iteration 128Q: 3 clusters Score -1.205783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 248265 members 
Entering Unmasked Estep 
Score: -12057835.000000 Penalty: 4044.569824
	Iteration 129Q: 3 clusters Score -1.205784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 248282 members 
Entering Unmasked Estep 
Score: -12057836.000000 Penalty: 4044.569824
	Iteration 130Q: 3 clusters Score -1.205784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 248299 members 
Entering Unmasked Estep 
Score: -12057843.000000 Penalty: 4044.569824
	Iteration 131Q: 3 clusters Score -1.205784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 248316 members 
Entering Unmasked Estep 
Score: -12057839.000000 Penalty: 4044.569824
	Iteration 132Q: 3 clusters Score -1.205784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 248329 members 
Entering Unmasked Estep 
Score: -12057836.000000 Penalty: 4044.569824
	Iteration 133Q: 3 clusters Score -1.205784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 248334 members 
Entering Unmasked Estep 
Score: -12057827.000000 Penalty: 4044.569824
	Iteration 134Q: 3 clusters Score -1.205783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 248339 members 
Entering Unmasked Estep 
Score: -12057827.000000 Penalty: 4044.569824
	Iteration 135Q: 3 clusters Score -1.205783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 248344 members 
Entering Unmasked Estep 
Score: -12057831.000000 Penalty: 4044.569824
	Iteration 136Q: 3 clusters Score -1.205783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 248349 members 
Entering Unmasked Estep 
Score: -12057836.000000 Penalty: 4044.569824
	Iteration 137Q: 3 clusters Score -1.205784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 248349 members 
Entering Unmasked Estep 
Score: -12057844.000000 Penalty: 4044.569824
	Iteration 138Q: 3 clusters Score -1.205784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 248351 members 
Entering Unmasked Estep 
Score: -12057838.000000 Penalty: 4044.569824
	Iteration 139Q: 3 clusters Score -1.205784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 248354 members 
Entering Unmasked Estep 
Score: -12057840.000000 Penalty: 4044.569824
	Iteration 140F: 3 clusters Score -1.205784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 248356 members 
Entering Unmasked Estep 
Score: -12057828.000000 Penalty: 4044.569824
	Iteration 141Q: 3 clusters Score -1.205783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 248356 members 
Entering Unmasked Estep 
Score: -12057828.000000 Penalty: 4044.569824
	Iteration 142F: 3 clusters Score -1.205783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -218685.687500 Penalty: 1365.180176
	Iteration 0F: 2 clusters Score -218685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -215091.859375 Penalty: 2730.360352
	Iteration 0F: 3 clusters Score -215091.9 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -216059.718750 Penalty: 2730.360352
	Iteration 1F: 3 clusters Score -216059.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -216219.484375 Penalty: 2730.360352
	Iteration 2F: 3 clusters Score -216219.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -216313.484375 Penalty: 2730.360352
	Iteration 3Q: 3 clusters Score -216313.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -216381.328125 Penalty: 2730.360352
	Iteration 4Q: 3 clusters Score -216381.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -216427.421875 Penalty: 2730.360352
	Iteration 5Q: 3 clusters Score -216427.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216469.218750 Penalty: 2730.360352
	Iteration 6Q: 3 clusters Score -216469.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -216501.796875 Penalty: 2730.360352
	Iteration 7Q: 3 clusters Score -216501.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -216531.609375 Penalty: 2730.360352
	Iteration 8Q: 3 clusters Score -216531.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -216552.796875 Penalty: 2730.360352
	Iteration 9Q: 3 clusters Score -216552.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -216576.640625 Penalty: 2730.360352
	Iteration 10Q: 3 clusters Score -216576.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -216603.828125 Penalty: 2730.360352
	Iteration 11Q: 3 clusters Score -216603.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -216627.875000 Penalty: 2730.360352
	Iteration 12Q: 3 clusters Score -216627.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -216648.140625 Penalty: 2730.360352
	Iteration 13Q: 3 clusters Score -216648.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -216670.921875 Penalty: 2730.360352
	Iteration 14Q: 3 clusters Score -216670.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -216696.046875 Penalty: 2730.360352
	Iteration 15Q: 3 clusters Score -216696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -216723.218750 Penalty: 2730.360352
	Iteration 16Q: 3 clusters Score -216723.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -216752.265625 Penalty: 2730.360352
	Iteration 17Q: 3 clusters Score -216752.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -216786.078125 Penalty: 2730.360352
	Iteration 18Q: 3 clusters Score -216786.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -216822.375000 Penalty: 2730.360352
	Iteration 19Q: 3 clusters Score -216822.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -216857.703125 Penalty: 2730.360352
	Iteration 20F: 3 clusters Score -216857.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -216898.046875 Penalty: 2730.360352
	Iteration 21Q: 3 clusters Score -216898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -216934.328125 Penalty: 2730.360352
	Iteration 22Q: 3 clusters Score -216934.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216978.750000 Penalty: 2730.360352
	Iteration 23Q: 3 clusters Score -216978.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -217018.453125 Penalty: 2730.360352
	Iteration 24Q: 3 clusters Score -217018.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217051.328125 Penalty: 2730.360352
	Iteration 25Q: 3 clusters Score -217051.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -217084.437500 Penalty: 2730.360352
	Iteration 26Q: 3 clusters Score -217084.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217131.328125 Penalty: 2730.360352
	Iteration 27Q: 3 clusters Score -217131.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217170.781250 Penalty: 2730.360352
	Iteration 28Q: 3 clusters Score -217170.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -217214.296875 Penalty: 2730.360352
	Iteration 29Q: 3 clusters Score -217214.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217261.156250 Penalty: 2730.360352
	Iteration 30Q: 3 clusters Score -217261.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -217301.640625 Penalty: 2730.360352
	Iteration 31Q: 3 clusters Score -217301.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -217329.781250 Penalty: 2730.360352
	Iteration 32Q: 3 clusters Score -217329.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217351.328125 Penalty: 2730.360352
	Iteration 33Q: 3 clusters Score -217351.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -217364.843750 Penalty: 2730.360352
	Iteration 34Q: 3 clusters Score -217364.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -217380.640625 Penalty: 2730.360352
	Iteration 35Q: 3 clusters Score -217380.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -217393.843750 Penalty: 2730.360352
	Iteration 36Q: 3 clusters Score -217393.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -217407.406250 Penalty: 2730.360352
	Iteration 37Q: 3 clusters Score -217407.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -217424.468750 Penalty: 2730.360352
	Iteration 38Q: 3 clusters Score -217424.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -217437.328125 Penalty: 2730.360352
	Iteration 39Q: 3 clusters Score -217437.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -217453.109375 Penalty: 2730.360352
	Iteration 40F: 3 clusters Score -217453.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -217462.781250 Penalty: 2730.360352
	Iteration 41Q: 3 clusters Score -217462.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217468.593750 Penalty: 2730.360352
	Iteration 42Q: 3 clusters Score -217468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -217473.218750 Penalty: 2730.360352
	Iteration 43Q: 3 clusters Score -217473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -217479.906250 Penalty: 2730.360352
	Iteration 44Q: 3 clusters Score -217479.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217484.625000 Penalty: 2730.360352
	Iteration 45Q: 3 clusters Score -217484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -217487.984375 Penalty: 2730.360352
	Iteration 46Q: 3 clusters Score -217488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -217489.578125 Penalty: 2730.360352
	Iteration 47Q: 3 clusters Score -217489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -217492.296875 Penalty: 2730.360352
	Iteration 48Q: 3 clusters Score -217492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -217496.171875 Penalty: 2730.360352
	Iteration 49Q: 3 clusters Score -217496.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -217501.250000 Penalty: 2730.360352
	Iteration 50Q: 3 clusters Score -217501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -217506.828125 Penalty: 2730.360352
	Iteration 51Q: 3 clusters Score -217506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -217512.656250 Penalty: 2730.360352
	Iteration 52Q: 3 clusters Score -217512.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -217519.000000 Penalty: 2730.360352
	Iteration 53Q: 3 clusters Score -217519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -217521.031250 Penalty: 2730.360352
	Iteration 54Q: 3 clusters Score -217521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -217523.250000 Penalty: 2730.360352
	Iteration 55Q: 3 clusters Score -217523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -217523.312500 Penalty: 2730.360352
	Iteration 56Q: 3 clusters Score -217523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -217525.437500 Penalty: 2730.360352
	Iteration 57Q: 3 clusters Score -217525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -217530.968750 Penalty: 2730.360352
	Iteration 58Q: 3 clusters Score -217531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -217536.734375 Penalty: 2730.360352
	Iteration 59Q: 3 clusters Score -217536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -217544.078125 Penalty: 2730.360352
	Iteration 60F: 3 clusters Score -217544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -217550.718750 Penalty: 2730.360352
	Iteration 61Q: 3 clusters Score -217550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -217554.546875 Penalty: 2730.360352
	Iteration 62Q: 3 clusters Score -217554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -217556.390625 Penalty: 2730.360352
	Iteration 63Q: 3 clusters Score -217556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -217556.875000 Penalty: 2730.360352
	Iteration 64Q: 3 clusters Score -217556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -217557.359375 Penalty: 2730.360352
	Iteration 65Q: 3 clusters Score -217557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -217557.421875 Penalty: 2730.360352
	Iteration 66Q: 3 clusters Score -217557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -217558.406250 Penalty: 2730.360352
	Iteration 67Q: 3 clusters Score -217558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -217558.515625 Penalty: 2730.360352
	Iteration 68Q: 3 clusters Score -217558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -217558.781250 Penalty: 2730.360352
	Iteration 69Q: 3 clusters Score -217558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -217558.781250 Penalty: 2730.360352
	Iteration 70F: 3 clusters Score -217558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Entering Unmasked Estep 
Score: -1756070.625000 Penalty: 1703.994873
	Iteration 0F: 2 clusters Score -1756071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1731868.625000 Penalty: 3407.989746
	Iteration 0F: 3 clusters Score -1731869 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1741450.250000 Penalty: 3407.989746
	Iteration 1F: 3 clusters Score -1741450 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1742133.875000 Penalty: 3407.989746
	Iteration 2Q: 3 clusters Score -1742134 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1743002.125000 Penalty: 3407.989746
	Iteration 3F: 3 clusters Score -1743002 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -1744278.375000 Penalty: 3407.989746
	Iteration 4F: 3 clusters Score -1744278 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1746119.625000 Penalty: 3407.989746
	Iteration 5F: 3 clusters Score -1746120 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -1748572.500000 Penalty: 3407.989746
	Iteration 6F: 3 clusters Score -1748572 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -1751101.750000 Penalty: 3407.989746
	Iteration 7F: 3 clusters Score -1751102 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -1752919.625000 Penalty: 3407.989746
	Iteration 8F: 3 clusters Score -1752920 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -1753909.000000 Penalty: 3407.989746
	Iteration 9Q: 3 clusters Score -1753909 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -1754347.375000 Penalty: 3407.989746
	Iteration 10Q: 3 clusters Score -1754347 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -1754505.375000 Penalty: 3407.989746
	Iteration 11Q: 3 clusters Score -1754505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -1754565.375000 Penalty: 3407.989746
	Iteration 12Q: 3 clusters Score -1754565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -1754608.000000 Penalty: 3407.989746
	Iteration 13Q: 3 clusters Score -1754608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -1754632.375000 Penalty: 3407.989746
	Iteration 14Q: 3 clusters Score -1754632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -1754650.250000 Penalty: 3407.989746
	Iteration 15Q: 3 clusters Score -1754650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -1754658.000000 Penalty: 3407.989746
	Iteration 16Q: 3 clusters Score -1754658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -1754665.375000 Penalty: 3407.989746
	Iteration 17Q: 3 clusters Score -1754665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -1754673.125000 Penalty: 3407.989746
	Iteration 18Q: 3 clusters Score -1754673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -1754685.750000 Penalty: 3407.989746
	Iteration 19Q: 3 clusters Score -1754686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -1754696.625000 Penalty: 3407.989746
	Iteration 20F: 3 clusters Score -1754697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -1754701.125000 Penalty: 3407.989746
	Iteration 21Q: 3 clusters Score -1754701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -1754703.125000 Penalty: 3407.989746
	Iteration 22Q: 3 clusters Score -1754703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -1754707.750000 Penalty: 3407.989746
	Iteration 23Q: 3 clusters Score -1754708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -1754709.875000 Penalty: 3407.989746
	Iteration 24Q: 3 clusters Score -1754710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -1754709.875000 Penalty: 3407.989746
	Iteration 25F: 3 clusters Score -1754710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 287172 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 10 contains 3178 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 13914 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 98029 members 
Mstep: Class 15 contains 71568 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 253934 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 20 contains 35815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505700.000000 Penalty: 35363.035156
Iteration 79Q: 17 clusters Score -3.75057e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 287324 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 13914 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 97994 members 
Mstep: Class 15 contains 71698 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 253603 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 20 contains 35801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505812.000000 Penalty: 35363.035156
Iteration 80F: 17 clusters Score -3.750581e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 287476 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 5056 members 
Mstep: Class 6 contains 9414 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 10 contains 3176 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 97958 members 
Mstep: Class 15 contains 71840 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 17 contains 253276 members 
Mstep: Class 18 contains 4479 members 
Mstep: Class 20 contains 35796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505928.000000 Penalty: 35363.035156
Iteration 81Q: 17 clusters Score -3.750593e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 287639 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 6 contains 9474 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 10 contains 3175 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 13929 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 97916 members 
Mstep: Class 15 contains 71942 members 
Mstep: Class 16 contains 10024 members 
Mstep: Class 17 contains 252953 members 
Mstep: Class 18 contains 4487 members 
Mstep: Class 20 contains 35794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506028.000000 Penalty: 35363.035156
Iteration 82Q: 17 clusters Score -3.750603e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 287794 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 6 contains 9517 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 13942 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 97883 members 
Mstep: Class 15 contains 72028 members 
Mstep: Class 16 contains 10012 members 
Mstep: Class 17 contains 252609 members 
Mstep: Class 18 contains 4520 members 
Mstep: Class 20 contains 35806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506100.000000 Penalty: 35363.035156
Iteration 83Q: 17 clusters Score -3.75061e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 287933 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 6 contains 9550 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 10 contains 3169 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 97845 members 
Mstep: Class 15 contains 72090 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 252297 members 
Mstep: Class 18 contains 4560 members 
Mstep: Class 20 contains 35814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506116.000000 Penalty: 35363.035156
Iteration 84Q: 17 clusters Score -3.750612e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 288052 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 13970 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 97813 members 
Mstep: Class 15 contains 72157 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 251978 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 20 contains 35820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506268.000000 Penalty: 35363.035156
Iteration 85Q: 17 clusters Score -3.750627e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 288165 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 6 contains 9609 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 10 contains 3167 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 13994 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 97791 members 
Mstep: Class 15 contains 72229 members 
Mstep: Class 16 contains 9989 members 
Mstep: Class 17 contains 251645 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 20 contains 35825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506428.000000 Penalty: 35363.035156
Iteration 86Q: 17 clusters Score -3.750643e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 288257 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 5085 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 10 contains 3167 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 14012 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 97777 members 
Mstep: Class 15 contains 72301 members 
Mstep: Class 16 contains 9986 members 
Mstep: Class 17 contains 251366 members 
Mstep: Class 18 contains 4674 members 
Mstep: Class 20 contains 35819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506432.000000 Penalty: 35363.035156
Iteration 87Q: 17 clusters Score -3.750643e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 288376 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 14039 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 97741 members 
Mstep: Class 15 contains 72353 members 
Mstep: Class 16 contains 9985 members 
Mstep: Class 17 contains 251105 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 20 contains 35814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506572.000000 Penalty: 35363.035156
Iteration 88Q: 17 clusters Score -3.750657e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 288462 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 6 contains 9663 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 4160 members 
Mstep: Class 12 contains 14064 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 97712 members 
Mstep: Class 15 contains 72372 members 
Mstep: Class 16 contains 9982 members 
Mstep: Class 17 contains 250910 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506656.000000 Penalty: 35363.035156
Iteration 89Q: 17 clusters Score -3.750666e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 288558 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5107 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 1617 members 
Mstep: Class 10 contains 3165 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 14076 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 97696 members 
Mstep: Class 15 contains 72400 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 250715 members 
Mstep: Class 18 contains 4731 members 
Mstep: Class 20 contains 35810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506736.000000 Penalty: 35363.035156
Iteration 90Q: 17 clusters Score -3.750674e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 288683 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 14096 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 97670 members 
Mstep: Class 15 contains 72439 members 
Mstep: Class 16 contains 9976 members 
Mstep: Class 17 contains 250499 members 
Mstep: Class 18 contains 4749 members 
Mstep: Class 20 contains 35809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506732.000000 Penalty: 35363.035156
Iteration 91Q: 17 clusters Score -3.750673e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 288793 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 5125 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 1619 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 14115 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 97671 members 
Mstep: Class 15 contains 72489 members 
Mstep: Class 16 contains 9974 members 
Mstep: Class 17 contains 250297 members 
Mstep: Class 18 contains 4748 members 
Mstep: Class 20 contains 35814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506808.000000 Penalty: 35363.035156
Iteration 92Q: 17 clusters Score -3.750681e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 288890 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 6 contains 9674 members 
Mstep: Class 7 contains 1619 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 97688 members 
Mstep: Class 15 contains 72541 members 
Mstep: Class 16 contains 9967 members 
Mstep: Class 17 contains 250092 members 
Mstep: Class 18 contains 4749 members 
Mstep: Class 20 contains 35816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506796.000000 Penalty: 35363.035156
Iteration 93Q: 17 clusters Score -3.75068e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 288966 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4209 members 
Mstep: Class 12 contains 14153 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 97705 members 
Mstep: Class 15 contains 72585 members 
Mstep: Class 16 contains 9966 members 
Mstep: Class 17 contains 249905 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 20 contains 35814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506824.000000 Penalty: 35363.035156
Iteration 94Q: 17 clusters Score -3.750682e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 289044 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5141 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 97719 members 
Mstep: Class 15 contains 72631 members 
Mstep: Class 16 contains 9967 members 
Mstep: Class 17 contains 249747 members 
Mstep: Class 18 contains 4739 members 
Mstep: Class 20 contains 35814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506808.000000 Penalty: 35363.035156
Iteration 95Q: 17 clusters Score -3.750681e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 289115 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 6 contains 9697 members 
Mstep: Class 7 contains 1617 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 14178 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 97715 members 
Mstep: Class 15 contains 72666 members 
Mstep: Class 16 contains 9967 members 
Mstep: Class 17 contains 249606 members 
Mstep: Class 18 contains 4746 members 
Mstep: Class 20 contains 35825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506800.000000 Penalty: 35363.035156
Iteration 96Q: 17 clusters Score -3.75068e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 289182 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 14196 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 97712 members 
Mstep: Class 15 contains 72697 members 
Mstep: Class 16 contains 9966 members 
Mstep: Class 17 contains 249494 members 
Mstep: Class 18 contains 4749 members 
Mstep: Class 20 contains 35824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506876.000000 Penalty: 35363.035156
Iteration 97Q: 17 clusters Score -3.750688e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 289227 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 6 contains 9721 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 14202 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 97721 members 
Mstep: Class 15 contains 72725 members 
Mstep: Class 16 contains 9965 members 
Mstep: Class 17 contains 249394 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 20 contains 35826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506940.000000 Penalty: 35363.035156
Iteration 98Q: 17 clusters Score -3.750694e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 289265 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 6 contains 9740 members 
Mstep: Class 7 contains 1616 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 14214 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 97733 members 
Mstep: Class 15 contains 72752 members 
Mstep: Class 16 contains 9967 members 
Mstep: Class 17 contains 249292 members 
Mstep: Class 18 contains 4748 members 
Mstep: Class 20 contains 35833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506912.000000 Penalty: 35363.035156
Iteration 99Q: 17 clusters Score -3.750691e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 289310 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 6 contains 9763 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4194 members 
Mstep: Class 12 contains 14223 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 97722 members 
Mstep: Class 15 contains 72756 members 
Mstep: Class 16 contains 9969 members 
Mstep: Class 17 contains 249213 members 
Mstep: Class 18 contains 4752 members 
Mstep: Class 20 contains 35838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506956.000000 Penalty: 35363.035156
Iteration 100F: 17 clusters Score -3.750696e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 289358 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 6 contains 9775 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 14233 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 97715 members 
Mstep: Class 15 contains 72761 members 
Mstep: Class 16 contains 9969 members 
Mstep: Class 17 contains 249135 members 
Mstep: Class 18 contains 4755 members 
Mstep: Class 20 contains 35843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506960.000000 Penalty: 35363.035156
Iteration 101Q: 17 clusters Score -3.750696e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 289391 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 5167 members 
Mstep: Class 6 contains 9786 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4194 members 
Mstep: Class 12 contains 14245 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 97720 members 
Mstep: Class 15 contains 72768 members 
Mstep: Class 16 contains 9968 members 
Mstep: Class 17 contains 249050 members 
Mstep: Class 18 contains 4756 members 
Mstep: Class 20 contains 35850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506932.000000 Penalty: 35363.035156
Iteration 102Q: 17 clusters Score -3.750693e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 289429 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 5169 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 14253 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 97711 members 
Mstep: Class 15 contains 72782 members 
Mstep: Class 16 contains 9968 members 
Mstep: Class 17 contains 248984 members 
Mstep: Class 18 contains 4748 members 
Mstep: Class 20 contains 35857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506964.000000 Penalty: 35363.035156
Iteration 103Q: 17 clusters Score -3.750696e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 289474 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 6 contains 9806 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4187 members 
Mstep: Class 12 contains 14268 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 97698 members 
Mstep: Class 15 contains 72796 members 
Mstep: Class 16 contains 9965 members 
Mstep: Class 17 contains 248916 members 
Mstep: Class 18 contains 4745 members 
Mstep: Class 20 contains 35863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506972.000000 Penalty: 35363.035156
Iteration 104Q: 17 clusters Score -3.750697e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 289500 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 5175 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 14280 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 97693 members 
Mstep: Class 15 contains 72802 members 
Mstep: Class 16 contains 9964 members 
Mstep: Class 17 contains 248862 members 
Mstep: Class 18 contains 4749 members 
Mstep: Class 20 contains 35870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506972.000000 Penalty: 35363.035156
Iteration 105Q: 17 clusters Score -3.750697e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 289515 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 5178 members 
Mstep: Class 6 contains 9814 members 
Mstep: Class 7 contains 1617 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 12 contains 14291 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 97697 members 
Mstep: Class 15 contains 72815 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 248817 members 
Mstep: Class 18 contains 4748 members 
Mstep: Class 20 contains 35876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506944.000000 Penalty: 35363.035156
Iteration 106Q: 17 clusters Score -3.750694e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 289549 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 14295 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 72821 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 248786 members 
Mstep: Class 18 contains 4744 members 
Mstep: Class 20 contains 35876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506992.000000 Penalty: 35363.035156
Iteration 107Q: 17 clusters Score -3.750699e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 289588 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 14301 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 97679 members 
Mstep: Class 15 contains 72832 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 248745 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 20 contains 35876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506968.000000 Penalty: 35363.035156
Iteration 108Q: 17 clusters Score -3.750697e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 289625 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 14307 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 97661 members 
Mstep: Class 15 contains 72842 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 248705 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 20 contains 35876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506952.000000 Penalty: 35363.035156
Iteration 109Q: 17 clusters Score -3.750695e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 289654 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 12 contains 14314 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 97651 members 
Mstep: Class 15 contains 72856 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 248669 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 20 contains 35874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506940.000000 Penalty: 35363.035156
Iteration 110Q: 17 clusters Score -3.750694e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 289686 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 14317 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 97634 members 
Mstep: Class 15 contains 72874 members 
Mstep: Class 16 contains 9960 members 
Mstep: Class 17 contains 248633 members 
Mstep: Class 18 contains 4739 members 
Mstep: Class 20 contains 35878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506992.000000 Penalty: 35363.035156
Iteration 111Q: 17 clusters Score -3.750699e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 289726 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 6 contains 9829 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 14325 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 97613 members 
Mstep: Class 15 contains 72877 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 248609 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 20 contains 35875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506976.000000 Penalty: 35363.035156
Iteration 112Q: 17 clusters Score -3.750698e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 289761 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 6 contains 9826 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4190 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 97595 members 
Mstep: Class 15 contains 72881 members 
Mstep: Class 16 contains 9960 members 
Mstep: Class 17 contains 248588 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 20 contains 35875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506952.000000 Penalty: 35363.035156
Iteration 113Q: 17 clusters Score -3.750695e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 289796 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 6 contains 9825 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4195 members 
Mstep: Class 12 contains 14326 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 97577 members 
Mstep: Class 15 contains 72887 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 248556 members 
Mstep: Class 18 contains 4735 members 
Mstep: Class 20 contains 35877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506956.000000 Penalty: 35363.035156
Iteration 114Q: 17 clusters Score -3.750696e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 289822 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 97560 members 
Mstep: Class 15 contains 72904 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 248527 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 20 contains 35881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506976.000000 Penalty: 35363.035156
Iteration 115Q: 17 clusters Score -3.750698e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 289844 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14334 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 97548 members 
Mstep: Class 15 contains 72914 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 248501 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 20 contains 35884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506972.000000 Penalty: 35363.035156
Iteration 116Q: 17 clusters Score -3.750697e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 289867 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 6 contains 9824 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 97526 members 
Mstep: Class 15 contains 72918 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 248485 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 20 contains 35888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506968.000000 Penalty: 35363.035156
Iteration 117Q: 17 clusters Score -3.750697e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 289891 members 
Mstep: Class 3 contains 3460 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 6 contains 9824 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 97515 members 
Mstep: Class 15 contains 72922 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 248464 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 20 contains 35889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507012.000000 Penalty: 35363.035156
Iteration 118Q: 17 clusters Score -3.750701e+07 nChanged 88
Entering ConstructFrom: 
Score: -37507012.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (4097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Entering Unmasked Estep 
Score: -199157.468750 Penalty: 1351.676636
	Iteration 0F: 2 clusters Score -199157.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -195708.625000 Penalty: 2703.353271
	Iteration 0F: 3 clusters Score -195708.6 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -196645.421875 Penalty: 2703.353271
	Iteration 1F: 3 clusters Score -196645.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -196841.515625 Penalty: 2703.353271
	Iteration 2F: 3 clusters Score -196841.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -196993.250000 Penalty: 2703.353271
	Iteration 3F: 3 clusters Score -196993.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -197133.453125 Penalty: 2703.353271
	Iteration 4F: 3 clusters Score -197133.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -197243.765625 Penalty: 2703.353271
	Iteration 5Q: 3 clusters Score -197243.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -197330.171875 Penalty: 2703.353271
	Iteration 6Q: 3 clusters Score -197330.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -197424.578125 Penalty: 2703.353271
	Iteration 7Q: 3 clusters Score -197424.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -197506.078125 Penalty: 2703.353271
	Iteration 8Q: 3 clusters Score -197506.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -197584.937500 Penalty: 2703.353271
	Iteration 9Q: 3 clusters Score -197584.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -197628.968750 Penalty: 2703.353271
	Iteration 10Q: 3 clusters Score -197629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -197665.781250 Penalty: 2703.353271
	Iteration 11Q: 3 clusters Score -197665.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -197691.015625 Penalty: 2703.353271
	Iteration 12Q: 3 clusters Score -197691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -197715.531250 Penalty: 2703.353271
	Iteration 13Q: 3 clusters Score -197715.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -197736.593750 Penalty: 2703.353271
	Iteration 14Q: 3 clusters Score -197736.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -197752.703125 Penalty: 2703.353271
	Iteration 15Q: 3 clusters Score -197752.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -197768.562500 Penalty: 2703.353271
	Iteration 16Q: 3 clusters Score -197768.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -197785.265625 Penalty: 2703.353271
	Iteration 17Q: 3 clusters Score -197785.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -197799.734375 Penalty: 2703.353271
	Iteration 18Q: 3 clusters Score -197799.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -197812.328125 Penalty: 2703.353271
	Iteration 19Q: 3 clusters Score -197812.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -197823.656250 Penalty: 2703.353271
	Iteration 20F: 3 clusters Score -197823.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -197831.890625 Penalty: 2703.353271
	Iteration 21Q: 3 clusters Score -197831.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -197839.906250 Penalty: 2703.353271
	Iteration 22Q: 3 clusters Score -197839.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -197845.828125 Penalty: 2703.353271
	Iteration 23Q: 3 clusters Score -197845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -197851.125000 Penalty: 2703.353271
	Iteration 24Q: 3 clusters Score -197851.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -197858.375000 Penalty: 2703.353271
	Iteration 25Q: 3 clusters Score -197858.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -197866.312500 Penalty: 2703.353271
	Iteration 26Q: 3 clusters Score -197866.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -197871.015625 Penalty: 2703.353271
	Iteration 27Q: 3 clusters Score -197871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -197874.406250 Penalty: 2703.353271
	Iteration 28Q: 3 clusters Score -197874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -197877.906250 Penalty: 2703.353271
	Iteration 29Q: 3 clusters Score -197877.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -197881.031250 Penalty: 2703.353271
	Iteration 30Q: 3 clusters Score -197881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -197882.515625 Penalty: 2703.353271
	Iteration 31Q: 3 clusters Score -197882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -197883.359375 Penalty: 2703.353271
	Iteration 32Q: 3 clusters Score -197883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -197884.203125 Penalty: 2703.353271
	Iteration 33Q: 3 clusters Score -197884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -197885.343750 Penalty: 2703.353271
	Iteration 34Q: 3 clusters Score -197885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -197886.625000 Penalty: 2703.353271
	Iteration 35Q: 3 clusters Score -197886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -197886.703125 Penalty: 2703.353271
	Iteration 36Q: 3 clusters Score -197886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -197887.828125 Penalty: 2703.353271
	Iteration 37Q: 3 clusters Score -197887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -197887.828125 Penalty: 2703.353271
	Iteration 38F: 3 clusters Score -197887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (289928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Entering Unmasked Estep 
Score: -14047570.000000 Penalty: 2043.825562
	Iteration 0F: 2 clusters Score -1.404757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144683 members 
Mstep: Class 2 contains 145245 members 
Entering Unmasked Estep 
Score: -13851922.000000 Penalty: 4087.651123
	Iteration 0F: 3 clusters Score -1.385192e+07 nChanged 141216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -13936193.000000 Penalty: 4087.651123
	Iteration 1F: 3 clusters Score -1.393619e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130631 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -13938616.000000 Penalty: 4087.651123
	Iteration 2Q: 3 clusters Score -1.393862e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121366 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -13943007.000000 Penalty: 4087.651123
	Iteration 3Q: 3 clusters Score -1.394301e+07 nChanged 15579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 182529 members 
Entering Unmasked Estep 
Score: -13951302.000000 Penalty: 4087.651123
	Iteration 4F: 3 clusters Score -1.39513e+07 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 202054 members 
Entering Unmasked Estep 
Score: -13965505.000000 Penalty: 4087.651123
	Iteration 5F: 3 clusters Score -1.39655e+07 nChanged 24709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 226071 members 
Entering Unmasked Estep 
Score: -13985717.000000 Penalty: 4087.651123
	Iteration 6F: 3 clusters Score -1.398572e+07 nChanged 25046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 250903 members 
Entering Unmasked Estep 
Score: -14008998.000000 Penalty: 4087.651123
	Iteration 7F: 3 clusters Score -1.4009e+07 nChanged 19860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 270723 members 
Entering Unmasked Estep 
Score: -14028198.000000 Penalty: 4087.651123
	Iteration 8F: 3 clusters Score -1.40282e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 282272 members 
Entering Unmasked Estep 
Score: -14039172.000000 Penalty: 4087.651123
	Iteration 9Q: 3 clusters Score -1.403917e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 287144 members 
Entering Unmasked Estep 
Score: -14043515.000000 Penalty: 4087.651123
	Iteration 10Q: 3 clusters Score -1.404352e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 288840 members 
Entering Unmasked Estep 
Score: -14044912.000000 Penalty: 4087.651123
	Iteration 11Q: 3 clusters Score -1.404491e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 289411 members 
Entering Unmasked Estep 
Score: -14045526.000000 Penalty: 4087.651123
	Iteration 12Q: 3 clusters Score -1.404553e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289593 members 
Entering Unmasked Estep 
Score: -14045683.000000 Penalty: 4087.651123
	Iteration 13Q: 3 clusters Score -1.404568e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289662 members 
Entering Unmasked Estep 
Score: -14045777.000000 Penalty: 4087.651123
	Iteration 14Q: 3 clusters Score -1.404578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289689 members 
Entering Unmasked Estep 
Score: -14045809.000000 Penalty: 4087.651123
	Iteration 15Q: 3 clusters Score -1.404581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289704 members 
Entering Unmasked Estep 
Score: -14045849.000000 Penalty: 4087.651123
	Iteration 16Q: 3 clusters Score -1.404585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 289714 members 
Entering Unmasked Estep 
Score: -14045843.000000 Penalty: 4087.651123
	Iteration 17Q: 3 clusters Score -1.404584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 289715 members 
Entering Unmasked Estep 
Score: -14045856.000000 Penalty: 4087.651123
	Iteration 18Q: 3 clusters Score -1.404586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289719 members 
Entering Unmasked Estep 
Score: -14045847.000000 Penalty: 4087.651123
	Iteration 19Q: 3 clusters Score -1.404585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 289722 members 
Entering Unmasked Estep 
Score: -14045852.000000 Penalty: 4087.651123
	Iteration 20F: 3 clusters Score -1.404585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289726 members 
Entering Unmasked Estep 
Score: -14045871.000000 Penalty: 4087.651123
	Iteration 21Q: 3 clusters Score -1.404587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289726 members 
Entering Unmasked Estep 
Score: -14045862.000000 Penalty: 4087.651123
	Iteration 22Q: 3 clusters Score -1.404586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 289730 members 
Entering Unmasked Estep 
Score: -14045862.000000 Penalty: 4087.651123
	Iteration 23Q: 3 clusters Score -1.404586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 289728 members 
Entering Unmasked Estep 
Score: -14045863.000000 Penalty: 4087.651123
	Iteration 24Q: 3 clusters Score -1.404586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289729 members 
Entering Unmasked Estep 
Score: -14045865.000000 Penalty: 4087.651123
	Iteration 25Q: 3 clusters Score -1.404586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 289732 members 
Entering Unmasked Estep 
Score: -14045875.000000 Penalty: 4087.651123
	Iteration 26Q: 3 clusters Score -1.404588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 289733 members 
Entering Unmasked Estep 
Score: -14045878.000000 Penalty: 4087.651123
	Iteration 27Q: 3 clusters Score -1.404588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 289734 members 
Entering Unmasked Estep 
Score: -14045878.000000 Penalty: 4087.651123
	Iteration 28Q: 3 clusters Score -1.404588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 289734 members 
Entering Unmasked Estep 
Score: -14045878.000000 Penalty: 4087.651123
	Iteration 29F: 3 clusters Score -1.404588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -167561.031250 Penalty: 1324.451050
	Iteration 0F: 2 clusters Score -167561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -164556.406250 Penalty: 2648.902100
	Iteration 0F: 3 clusters Score -164556.4 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -165358.000000 Penalty: 2648.902100
	Iteration 1F: 3 clusters Score -165358 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -165521.812500 Penalty: 2648.902100
	Iteration 2F: 3 clusters Score -165521.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -165616.203125 Penalty: 2648.902100
	Iteration 3Q: 3 clusters Score -165616.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -165696.640625 Penalty: 2648.902100
	Iteration 4Q: 3 clusters Score -165696.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -165776.687500 Penalty: 2648.902100
	Iteration 5Q: 3 clusters Score -165776.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -165851.656250 Penalty: 2648.902100
	Iteration 6Q: 3 clusters Score -165851.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -165919.125000 Penalty: 2648.902100
	Iteration 7Q: 3 clusters Score -165919.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -165966.656250 Penalty: 2648.902100
	Iteration 8Q: 3 clusters Score -165966.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -166004.312500 Penalty: 2648.902100
	Iteration 9Q: 3 clusters Score -166004.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -166035.468750 Penalty: 2648.902100
	Iteration 10Q: 3 clusters Score -166035.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -166067.703125 Penalty: 2648.902100
	Iteration 11Q: 3 clusters Score -166067.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -166104.609375 Penalty: 2648.902100
	Iteration 12Q: 3 clusters Score -166104.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -166143.656250 Penalty: 2648.902100
	Iteration 13Q: 3 clusters Score -166143.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166174.265625 Penalty: 2648.902100
	Iteration 14Q: 3 clusters Score -166174.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166206.718750 Penalty: 2648.902100
	Iteration 15Q: 3 clusters Score -166206.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -166236.062500 Penalty: 2648.902100
	Iteration 16Q: 3 clusters Score -166236.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166259.875000 Penalty: 2648.902100
	Iteration 17Q: 3 clusters Score -166259.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -166279.000000 Penalty: 2648.902100
	Iteration 18Q: 3 clusters Score -166279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166303.765625 Penalty: 2648.902100
	Iteration 19Q: 3 clusters Score -166303.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -166324.281250 Penalty: 2648.902100
	Iteration 20F: 3 clusters Score -166324.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -166339.250000 Penalty: 2648.902100
	Iteration 21Q: 3 clusters Score -166339.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166357.000000 Penalty: 2648.902100
	Iteration 22Q: 3 clusters Score -166357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -166365.750000 Penalty: 2648.902100
	Iteration 23Q: 3 clusters Score -166365.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166376.187500 Penalty: 2648.902100
	Iteration 24Q: 3 clusters Score -166376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166386.453125 Penalty: 2648.902100
	Iteration 25Q: 3 clusters Score -166386.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166393.359375 Penalty: 2648.902100
	Iteration 26Q: 3 clusters Score -166393.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -166401.656250 Penalty: 2648.902100
	Iteration 27Q: 3 clusters Score -166401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166406.546875 Penalty: 2648.902100
	Iteration 28Q: 3 clusters Score -166406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -166408.812500 Penalty: 2648.902100
	Iteration 29Q: 3 clusters Score -166408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -166409.453125 Penalty: 2648.902100
	Iteration 30Q: 3 clusters Score -166409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166409.921875 Penalty: 2648.902100
	Iteration 31Q: 3 clusters Score -166409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -166410.781250 Penalty: 2648.902100
	Iteration 32Q: 3 clusters Score -166410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -166410.781250 Penalty: 2648.902100
	Iteration 33F: 3 clusters Score -166410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -254837.234375 Penalty: 1389.916504
	Iteration 0F: 2 clusters Score -254837.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -250767.015625 Penalty: 2779.833008
	Iteration 0F: 3 clusters Score -250767 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -251901.296875 Penalty: 2779.833008
	Iteration 1F: 3 clusters Score -251901.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -252126.046875 Penalty: 2779.833008
	Iteration 2F: 3 clusters Score -252126 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -252402.078125 Penalty: 2779.833008
	Iteration 3F: 3 clusters Score -252402.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -252868.265625 Penalty: 2779.833008
	Iteration 4F: 3 clusters Score -252868.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -253317.078125 Penalty: 2779.833008
	Iteration 5F: 3 clusters Score -253317.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -253684.609375 Penalty: 2779.833008
	Iteration 6F: 3 clusters Score -253684.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -253928.437500 Penalty: 2779.833008
	Iteration 7F: 3 clusters Score -253928.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -254108.859375 Penalty: 2779.833008
	Iteration 8Q: 3 clusters Score -254108.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -254210.234375 Penalty: 2779.833008
	Iteration 9Q: 3 clusters Score -254210.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -254283.078125 Penalty: 2779.833008
	Iteration 10Q: 3 clusters Score -254283.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -254326.453125 Penalty: 2779.833008
	Iteration 11Q: 3 clusters Score -254326.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -254355.640625 Penalty: 2779.833008
	Iteration 12Q: 3 clusters Score -254355.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -254385.062500 Penalty: 2779.833008
	Iteration 13Q: 3 clusters Score -254385.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -254403.906250 Penalty: 2779.833008
	Iteration 14Q: 3 clusters Score -254403.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -254418.015625 Penalty: 2779.833008
	Iteration 15Q: 3 clusters Score -254418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -254429.671875 Penalty: 2779.833008
	Iteration 16Q: 3 clusters Score -254429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -254436.546875 Penalty: 2779.833008
	Iteration 17Q: 3 clusters Score -254436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -254440.062500 Penalty: 2779.833008
	Iteration 18Q: 3 clusters Score -254440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -254444.421875 Penalty: 2779.833008
	Iteration 19Q: 3 clusters Score -254444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -254449.296875 Penalty: 2779.833008
	Iteration 20F: 3 clusters Score -254449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -254453.234375 Penalty: 2779.833008
	Iteration 21Q: 3 clusters Score -254453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -254456.906250 Penalty: 2779.833008
	Iteration 22Q: 3 clusters Score -254456.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -254459.828125 Penalty: 2779.833008
	Iteration 23Q: 3 clusters Score -254459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -254460.078125 Penalty: 2779.833008
	Iteration 24Q: 3 clusters Score -254460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -254460.078125 Penalty: 2779.833008
	Iteration 25F: 3 clusters Score -254460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Entering Unmasked Estep 
Score: -482841.093750 Penalty: 1493.811279
	Iteration 0F: 2 clusters Score -482841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -475886.031250 Penalty: 2987.622559
	Iteration 0F: 3 clusters Score -475886 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -478168.500000 Penalty: 2987.622559
	Iteration 1F: 3 clusters Score -478168.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -478487.031250 Penalty: 2987.622559
	Iteration 2F: 3 clusters Score -478487 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -478790.000000 Penalty: 2987.622559
	Iteration 3F: 3 clusters Score -478790 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -479115.562500 Penalty: 2987.622559
	Iteration 4F: 3 clusters Score -479115.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -479470.093750 Penalty: 2987.622559
	Iteration 5F: 3 clusters Score -479470.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -479904.000000 Penalty: 2987.622559
	Iteration 6F: 3 clusters Score -479904 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -480365.437500 Penalty: 2987.622559
	Iteration 7F: 3 clusters Score -480365.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -480751.562500 Penalty: 2987.622559
	Iteration 8Q: 3 clusters Score -480751.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -481010.093750 Penalty: 2987.622559
	Iteration 9Q: 3 clusters Score -481010.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -481197.781250 Penalty: 2987.622559
	Iteration 10Q: 3 clusters Score -481197.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -481333.062500 Penalty: 2987.622559
	Iteration 11Q: 3 clusters Score -481333.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -481406.062500 Penalty: 2987.622559
	Iteration 12Q: 3 clusters Score -481406.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -481448.906250 Penalty: 2987.622559
	Iteration 13Q: 3 clusters Score -481448.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -481495.656250 Penalty: 2987.622559
	Iteration 14Q: 3 clusters Score -481495.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -481532.312500 Penalty: 2987.622559
	Iteration 15Q: 3 clusters Score -481532.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -481563.406250 Penalty: 2987.622559
	Iteration 16Q: 3 clusters Score -481563.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -481584.593750 Penalty: 2987.622559
	Iteration 17Q: 3 clusters Score -481584.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -481597.812500 Penalty: 2987.622559
	Iteration 18Q: 3 clusters Score -481597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -481610.437500 Penalty: 2987.622559
	Iteration 19Q: 3 clusters Score -481610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -481617.812500 Penalty: 2987.622559
	Iteration 20F: 3 clusters Score -481617.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -481625.468750 Penalty: 2987.622559
	Iteration 21Q: 3 clusters Score -481625.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -481632.593750 Penalty: 2987.622559
	Iteration 22Q: 3 clusters Score -481632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -481638.375000 Penalty: 2987.622559
	Iteration 23Q: 3 clusters Score -481638.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -481644.031250 Penalty: 2987.622559
	Iteration 24Q: 3 clusters Score -481644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -481646.875000 Penalty: 2987.622559
	Iteration 25Q: 3 clusters Score -481646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -481650.625000 Penalty: 2987.622559
	Iteration 26Q: 3 clusters Score -481650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -481651.781250 Penalty: 2987.622559
	Iteration 27Q: 3 clusters Score -481651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -481656.593750 Penalty: 2987.622559
	Iteration 28Q: 3 clusters Score -481656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -481657.218750 Penalty: 2987.622559
	Iteration 29Q: 3 clusters Score -481657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -481658.343750 Penalty: 2987.622559
	Iteration 30Q: 3 clusters Score -481658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -481660.468750 Penalty: 2987.622559
	Iteration 31Q: 3 clusters Score -481660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -481661.125000 Penalty: 2987.622559
	Iteration 32Q: 3 clusters Score -481661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -481661.437500 Penalty: 2987.622559
	Iteration 33Q: 3 clusters Score -481661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -481662.437500 Penalty: 2987.622559
	Iteration 34Q: 3 clusters Score -481662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -481663.718750 Penalty: 2987.622559
	Iteration 35Q: 3 clusters Score -481663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -481663.718750 Penalty: 2987.622559
	Iteration 36F: 3 clusters Score -481663.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -87495.539062 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -87495.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -85623.507812 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -85623.51 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -85975.632812 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -85975.63 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -86056.781250 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -86056.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -86096.937500 Penalty: 2405.400146
	Iteration 3Q: 3 clusters Score -86096.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -86116.710938 Penalty: 2405.400146
	Iteration 4Q: 3 clusters Score -86116.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -86131.664062 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -86131.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -86144.171875 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -86144.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -86150.843750 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -86150.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -86156.382812 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -86156.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -86159.421875 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -86159.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -86161.289062 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -86161.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -86162.023438 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -86162.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -86163.703125 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -86163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -86165.867188 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -86165.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -86168.140625 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -86168.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -86168.742188 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -86168.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -86169.390625 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -86169.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -86169.859375 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -86169.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -86170.523438 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -86170.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -86171.359375 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -86171.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -86171.359375 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -86171.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -151857.640625 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -151857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -149052.453125 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -149052.5 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -149790.625000 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -149790.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -149920.406250 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -149920.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -149987.437500 Penalty: 2619.059082
	Iteration 3Q: 3 clusters Score -149987.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -150049.890625 Penalty: 2619.059082
	Iteration 4Q: 3 clusters Score -150049.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -150108.109375 Penalty: 2619.059082
	Iteration 5Q: 3 clusters Score -150108.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -150181.671875 Penalty: 2619.059082
	Iteration 6Q: 3 clusters Score -150181.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -150258.562500 Penalty: 2619.059082
	Iteration 7Q: 3 clusters Score -150258.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -150323.359375 Penalty: 2619.059082
	Iteration 8Q: 3 clusters Score -150323.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -150414.671875 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -150414.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -150505.671875 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -150505.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -150588.593750 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -150588.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -150667.796875 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -150667.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -150742.968750 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -150743 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -150816.375000 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -150816.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -150872.328125 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -150872.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -150913.203125 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -150913.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -150960.218750 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -150960.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -151002.406250 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -151002.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -151048.187500 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -151048.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -151087.140625 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -151087.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -151114.359375 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -151114.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -151143.828125 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -151143.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -151173.921875 Penalty: 2619.059082
	Iteration 23Q: 3 clusters Score -151173.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -151200.109375 Penalty: 2619.059082
	Iteration 24Q: 3 clusters Score -151200.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -151214.656250 Penalty: 2619.059082
	Iteration 25Q: 3 clusters Score -151214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -151223.625000 Penalty: 2619.059082
	Iteration 26Q: 3 clusters Score -151223.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -151235.062500 Penalty: 2619.059082
	Iteration 27Q: 3 clusters Score -151235.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -151247.406250 Penalty: 2619.059082
	Iteration 28Q: 3 clusters Score -151247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -151256.500000 Penalty: 2619.059082
	Iteration 29Q: 3 clusters Score -151256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -151260.906250 Penalty: 2619.059082
	Iteration 30Q: 3 clusters Score -151260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -151263.390625 Penalty: 2619.059082
	Iteration 31Q: 3 clusters Score -151263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -151266.468750 Penalty: 2619.059082
	Iteration 32Q: 3 clusters Score -151266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -151267.546875 Penalty: 2619.059082
	Iteration 33Q: 3 clusters Score -151267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -151268.421875 Penalty: 2619.059082
	Iteration 34Q: 3 clusters Score -151268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -151269.000000 Penalty: 2619.059082
	Iteration 35Q: 3 clusters Score -151269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -151269.640625 Penalty: 2619.059082
	Iteration 36Q: 3 clusters Score -151269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -151270.078125 Penalty: 2619.059082
	Iteration 37Q: 3 clusters Score -151270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -151270.078125 Penalty: 2619.059082
	Iteration 38F: 3 clusters Score -151270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -215051.390625 Penalty: 1355.517944
	Iteration 0F: 2 clusters Score -215051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -211576.093750 Penalty: 2711.035889
	Iteration 0F: 3 clusters Score -211576.1 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -212468.328125 Penalty: 2711.035889
	Iteration 1F: 3 clusters Score -212468.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -212633.421875 Penalty: 2711.035889
	Iteration 2F: 3 clusters Score -212633.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -212721.359375 Penalty: 2711.035889
	Iteration 3Q: 3 clusters Score -212721.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -212774.140625 Penalty: 2711.035889
	Iteration 4Q: 3 clusters Score -212774.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -212812.000000 Penalty: 2711.035889
	Iteration 5Q: 3 clusters Score -212812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -212841.343750 Penalty: 2711.035889
	Iteration 6Q: 3 clusters Score -212841.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -212863.828125 Penalty: 2711.035889
	Iteration 7Q: 3 clusters Score -212863.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -212881.828125 Penalty: 2711.035889
	Iteration 8Q: 3 clusters Score -212881.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -212901.796875 Penalty: 2711.035889
	Iteration 9Q: 3 clusters Score -212901.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -212912.640625 Penalty: 2711.035889
	Iteration 10Q: 3 clusters Score -212912.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -212918.000000 Penalty: 2711.035889
	Iteration 11Q: 3 clusters Score -212918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -212921.546875 Penalty: 2711.035889
	Iteration 12Q: 3 clusters Score -212921.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -212923.671875 Penalty: 2711.035889
	Iteration 13Q: 3 clusters Score -212923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -212924.703125 Penalty: 2711.035889
	Iteration 14Q: 3 clusters Score -212924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -212924.984375 Penalty: 2711.035889
	Iteration 15Q: 3 clusters Score -212925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -212926.234375 Penalty: 2711.035889
	Iteration 16Q: 3 clusters Score -212926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -212927.750000 Penalty: 2711.035889
	Iteration 17Q: 3 clusters Score -212927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -212928.140625 Penalty: 2711.035889
	Iteration 18Q: 3 clusters Score -212928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -212928.500000 Penalty: 2711.035889
	Iteration 19Q: 3 clusters Score -212928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -212928.281250 Penalty: 2711.035889
	Iteration 20F: 3 clusters Score -212928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -212929.812500 Penalty: 2711.035889
	Iteration 21Q: 3 clusters Score -212929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -212932.718750 Penalty: 2711.035889
	Iteration 22Q: 3 clusters Score -212932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -212934.562500 Penalty: 2711.035889
	Iteration 23Q: 3 clusters Score -212934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -212937.921875 Penalty: 2711.035889
	Iteration 24Q: 3 clusters Score -212937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -212940.546875 Penalty: 2711.035889
	Iteration 25Q: 3 clusters Score -212940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -212942.359375 Penalty: 2711.035889
	Iteration 26Q: 3 clusters Score -212942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -212943.828125 Penalty: 2711.035889
	Iteration 27Q: 3 clusters Score -212943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -212945.015625 Penalty: 2711.035889
	Iteration 28Q: 3 clusters Score -212945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -212946.125000 Penalty: 2711.035889
	Iteration 29Q: 3 clusters Score -212946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -212947.953125 Penalty: 2711.035889
	Iteration 30Q: 3 clusters Score -212948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -212950.421875 Penalty: 2711.035889
	Iteration 31Q: 3 clusters Score -212950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -212951.562500 Penalty: 2711.035889
	Iteration 32Q: 3 clusters Score -212951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -212952.875000 Penalty: 2711.035889
	Iteration 33Q: 3 clusters Score -212952.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -212954.765625 Penalty: 2711.035889
	Iteration 34Q: 3 clusters Score -212954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -212955.390625 Penalty: 2711.035889
	Iteration 35Q: 3 clusters Score -212955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -212956.171875 Penalty: 2711.035889
	Iteration 36Q: 3 clusters Score -212956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -212956.640625 Penalty: 2711.035889
	Iteration 37Q: 3 clusters Score -212956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -212957.984375 Penalty: 2711.035889
	Iteration 38Q: 3 clusters Score -212958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -212958.406250 Penalty: 2711.035889
	Iteration 39Q: 3 clusters Score -212958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -212958.546875 Penalty: 2711.035889
	Iteration 40F: 3 clusters Score -212958.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Entering Unmasked Estep 
Score: -701344.250000 Penalty: 1555.222290
	Iteration 0F: 2 clusters Score -701344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -691382.125000 Penalty: 3110.444580
	Iteration 0F: 3 clusters Score -691382.1 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -694905.875000 Penalty: 3110.444580
	Iteration 1F: 3 clusters Score -694905.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -695196.562500 Penalty: 3110.444580
	Iteration 2F: 3 clusters Score -695196.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -695449.937500 Penalty: 3110.444580
	Iteration 3Q: 3 clusters Score -695449.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -695726.750000 Penalty: 3110.444580
	Iteration 4Q: 3 clusters Score -695726.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -696079.750000 Penalty: 3110.444580
	Iteration 5Q: 3 clusters Score -696079.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -696505.625000 Penalty: 3110.444580
	Iteration 6Q: 3 clusters Score -696505.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -696967.687500 Penalty: 3110.444580
	Iteration 7Q: 3 clusters Score -696967.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -697503.937500 Penalty: 3110.444580
	Iteration 8F: 3 clusters Score -697503.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -698048.500000 Penalty: 3110.444580
	Iteration 9F: 3 clusters Score -698048.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -698504.250000 Penalty: 3110.444580
	Iteration 10Q: 3 clusters Score -698504.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -698853.062500 Penalty: 3110.444580
	Iteration 11Q: 3 clusters Score -698853.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -699080.312500 Penalty: 3110.444580
	Iteration 12Q: 3 clusters Score -699080.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -699226.125000 Penalty: 3110.444580
	Iteration 13Q: 3 clusters Score -699226.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -699322.625000 Penalty: 3110.444580
	Iteration 14Q: 3 clusters Score -699322.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -699395.312500 Penalty: 3110.444580
	Iteration 15Q: 3 clusters Score -699395.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -699452.562500 Penalty: 3110.444580
	Iteration 16Q: 3 clusters Score -699452.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -699507.937500 Penalty: 3110.444580
	Iteration 17Q: 3 clusters Score -699507.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -699574.250000 Penalty: 3110.444580
	Iteration 18Q: 3 clusters Score -699574.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -699647.937500 Penalty: 3110.444580
	Iteration 19Q: 3 clusters Score -699647.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -699734.125000 Penalty: 3110.444580
	Iteration 20F: 3 clusters Score -699734.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -699817.937500 Penalty: 3110.444580
	Iteration 21Q: 3 clusters Score -699817.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -699889.812500 Penalty: 3110.444580
	Iteration 22Q: 3 clusters Score -699889.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -699953.000000 Penalty: 3110.444580
	Iteration 23Q: 3 clusters Score -699953 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -700022.187500 Penalty: 3110.444580
	Iteration 24Q: 3 clusters Score -700022.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -700077.187500 Penalty: 3110.444580
	Iteration 25Q: 3 clusters Score -700077.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -700108.562500 Penalty: 3110.444580
	Iteration 26Q: 3 clusters Score -700108.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -700136.062500 Penalty: 3110.444580
	Iteration 27Q: 3 clusters Score -700136.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -700161.937500 Penalty: 3110.444580
	Iteration 28Q: 3 clusters Score -700161.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -700183.562500 Penalty: 3110.444580
	Iteration 29Q: 3 clusters Score -700183.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -700199.937500 Penalty: 3110.444580
	Iteration 30Q: 3 clusters Score -700199.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -700213.312500 Penalty: 3110.444580
	Iteration 31Q: 3 clusters Score -700213.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -700225.500000 Penalty: 3110.444580
	Iteration 32Q: 3 clusters Score -700225.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -700230.875000 Penalty: 3110.444580
	Iteration 33Q: 3 clusters Score -700230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -700231.750000 Penalty: 3110.444580
	Iteration 34Q: 3 clusters Score -700231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -700233.500000 Penalty: 3110.444580
	Iteration 35Q: 3 clusters Score -700233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -700234.625000 Penalty: 3110.444580
	Iteration 36Q: 3 clusters Score -700234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -700236.812500 Penalty: 3110.444580
	Iteration 37Q: 3 clusters Score -700236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -700237.812500 Penalty: 3110.444580
	Iteration 38Q: 3 clusters Score -700237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -700239.875000 Penalty: 3110.444580
	Iteration 39Q: 3 clusters Score -700239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -700238.187500 Penalty: 3110.444580
	Iteration 40F: 3 clusters Score -700238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -700238.312500 Penalty: 3110.444580
	Iteration 41Q: 3 clusters Score -700238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -700240.187500 Penalty: 3110.444580
	Iteration 42Q: 3 clusters Score -700240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -700241.687500 Penalty: 3110.444580
	Iteration 43Q: 3 clusters Score -700241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -700244.687500 Penalty: 3110.444580
	Iteration 44Q: 3 clusters Score -700244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -700246.500000 Penalty: 3110.444580
	Iteration 45Q: 3 clusters Score -700246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -700246.125000 Penalty: 3110.444580
	Iteration 46Q: 3 clusters Score -700246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -700246.062500 Penalty: 3110.444580
	Iteration 47Q: 3 clusters Score -700246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -700246.062500 Penalty: 3110.444580
	Iteration 48F: 3 clusters Score -700246.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -93550.742188 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -93550.74 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 921 members 
Entering Unmasked Estep 
Score: -91569.953125 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -91569.95 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -91941.953125 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -91941.95 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -92066.101562 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -92066.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -92136.085938 Penalty: 2432.602295
	Iteration 3F: 3 clusters Score -92136.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -92174.328125 Penalty: 2432.602295
	Iteration 4Q: 3 clusters Score -92174.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -92211.796875 Penalty: 2432.602295
	Iteration 5Q: 3 clusters Score -92211.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -92227.703125 Penalty: 2432.602295
	Iteration 6Q: 3 clusters Score -92227.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -92241.242188 Penalty: 2432.602295
	Iteration 7Q: 3 clusters Score -92241.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -92251.562500 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -92251.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -92258.960938 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -92258.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -92266.765625 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -92266.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -92272.015625 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -92272.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -92276.476562 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -92276.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -92278.765625 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -92278.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -92280.234375 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -92280.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -92284.843750 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -92284.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -92290.515625 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -92290.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -92291.960938 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -92291.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -92293.257812 Penalty: 2432.602295
	Iteration 18Q: 3 clusters Score -92293.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -92293.445312 Penalty: 2432.602295
	Iteration 19Q: 3 clusters Score -92293.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -92293.445312 Penalty: 2432.602295
	Iteration 20F: 3 clusters Score -92293.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Entering Unmasked Estep 
Score: -4761792.500000 Penalty: 1866.727905
	Iteration 0F: 2 clusters Score -4761792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -4696498.500000 Penalty: 3733.455811
	Iteration 0F: 3 clusters Score -4696498 nChanged 46488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -4723330.500000 Penalty: 3733.455811
	Iteration 1F: 3 clusters Score -4723330 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -4723836.500000 Penalty: 3733.455811
	Iteration 2Q: 3 clusters Score -4723836 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -4724451.500000 Penalty: 3733.455811
	Iteration 3Q: 3 clusters Score -4724452 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -4725227.000000 Penalty: 3733.455811
	Iteration 4Q: 3 clusters Score -4725227 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -4726504.000000 Penalty: 3733.455811
	Iteration 5Q: 3 clusters Score -4726504 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4728732.000000 Penalty: 3733.455811
	Iteration 6Q: 3 clusters Score -4728732 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4732533.000000 Penalty: 3733.455811
	Iteration 7F: 3 clusters Score -4732533 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4738693.000000 Penalty: 3733.455811
	Iteration 8F: 3 clusters Score -4738693 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4746614.500000 Penalty: 3733.455811
	Iteration 9F: 3 clusters Score -4746614 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4753595.500000 Penalty: 3733.455811
	Iteration 10F: 3 clusters Score -4753596 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4757672.500000 Penalty: 3733.455811
	Iteration 11Q: 3 clusters Score -4757672 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4759302.500000 Penalty: 3733.455811
	Iteration 12Q: 3 clusters Score -4759302 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4759843.500000 Penalty: 3733.455811
	Iteration 13Q: 3 clusters Score -4759844 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4759977.500000 Penalty: 3733.455811
	Iteration 14Q: 3 clusters Score -4759978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4760038.000000 Penalty: 3733.455811
	Iteration 15Q: 3 clusters Score -4760038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4760072.000000 Penalty: 3733.455811
	Iteration 16Q: 3 clusters Score -4760072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4760098.000000 Penalty: 3733.455811
	Iteration 17Q: 3 clusters Score -4760098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97341 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4760117.000000 Penalty: 3733.455811
	Iteration 18Q: 3 clusters Score -4760117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4760131.000000 Penalty: 3733.455811
	Iteration 19Q: 3 clusters Score -4760131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4760141.500000 Penalty: 3733.455811
	Iteration 20F: 3 clusters Score -4760142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4760147.500000 Penalty: 3733.455811
	Iteration 21Q: 3 clusters Score -4760148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4760153.000000 Penalty: 3733.455811
	Iteration 22Q: 3 clusters Score -4760153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4760152.000000 Penalty: 3733.455811
	Iteration 23Q: 3 clusters Score -4760152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4760153.000000 Penalty: 3733.455811
	Iteration 24Q: 3 clusters Score -4760153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4760153.000000 Penalty: 3733.455811
	Iteration 25F: 3 clusters Score -4760153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Entering Unmasked Estep 
Score: -3495510.000000 Penalty: 1819.551758
	Iteration 0F: 2 clusters Score -3495510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -3446792.500000 Penalty: 3639.103516
	Iteration 0F: 3 clusters Score -3446792 nChanged 34660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -3466501.750000 Penalty: 3639.103516
	Iteration 1F: 3 clusters Score -3466502 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -3466995.500000 Penalty: 3639.103516
	Iteration 2Q: 3 clusters Score -3466996 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -3467532.750000 Penalty: 3639.103516
	Iteration 3Q: 3 clusters Score -3467533 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -3468148.000000 Penalty: 3639.103516
	Iteration 4Q: 3 clusters Score -3468148 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -3469062.500000 Penalty: 3639.103516
	Iteration 5Q: 3 clusters Score -3469062 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -3470432.250000 Penalty: 3639.103516
	Iteration 6Q: 3 clusters Score -3470432 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -3472393.250000 Penalty: 3639.103516
	Iteration 7Q: 3 clusters Score -3472393 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -3475019.000000 Penalty: 3639.103516
	Iteration 8F: 3 clusters Score -3475019 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -3478184.000000 Penalty: 3639.103516
	Iteration 9F: 3 clusters Score -3478184 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -3480956.500000 Penalty: 3639.103516
	Iteration 10F: 3 clusters Score -3480956 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -3482662.750000 Penalty: 3639.103516
	Iteration 11Q: 3 clusters Score -3482663 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -3483448.000000 Penalty: 3639.103516
	Iteration 12Q: 3 clusters Score -3483448 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -3483865.750000 Penalty: 3639.103516
	Iteration 13Q: 3 clusters Score -3483866 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -3484138.250000 Penalty: 3639.103516
	Iteration 14Q: 3 clusters Score -3484138 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -3484444.000000 Penalty: 3639.103516
	Iteration 15Q: 3 clusters Score -3484444 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -3484739.500000 Penalty: 3639.103516
	Iteration 16Q: 3 clusters Score -3484740 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -3485100.000000 Penalty: 3639.103516
	Iteration 17Q: 3 clusters Score -3485100 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -3485531.500000 Penalty: 3639.103516
	Iteration 18Q: 3 clusters Score -3485532 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -3486056.750000 Penalty: 3639.103516
	Iteration 19Q: 3 clusters Score -3486057 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -3486662.000000 Penalty: 3639.103516
	Iteration 20F: 3 clusters Score -3486662 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -3487257.750000 Penalty: 3639.103516
	Iteration 21Q: 3 clusters Score -3487258 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -3487919.500000 Penalty: 3639.103516
	Iteration 22Q: 3 clusters Score -3487920 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -3488504.750000 Penalty: 3639.103516
	Iteration 23Q: 3 clusters Score -3488505 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -3488928.500000 Penalty: 3639.103516
	Iteration 24Q: 3 clusters Score -3488928 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -3489270.500000 Penalty: 3639.103516
	Iteration 25Q: 3 clusters Score -3489270 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -3489567.500000 Penalty: 3639.103516
	Iteration 26Q: 3 clusters Score -3489568 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -3489827.500000 Penalty: 3639.103516
	Iteration 27Q: 3 clusters Score -3489828 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -3490087.750000 Penalty: 3639.103516
	Iteration 28Q: 3 clusters Score -3490088 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -3490348.750000 Penalty: 3639.103516
	Iteration 29Q: 3 clusters Score -3490349 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -3490567.250000 Penalty: 3639.103516
	Iteration 30Q: 3 clusters Score -3490567 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -3490799.750000 Penalty: 3639.103516
	Iteration 31Q: 3 clusters Score -3490800 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -3491046.000000 Penalty: 3639.103516
	Iteration 32Q: 3 clusters Score -3491046 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -3491276.750000 Penalty: 3639.103516
	Iteration 33Q: 3 clusters Score -3491277 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -3491499.000000 Penalty: 3639.103516
	Iteration 34Q: 3 clusters Score -3491499 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -3491706.000000 Penalty: 3639.103516
	Iteration 35Q: 3 clusters Score -3491706 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -3491884.000000 Penalty: 3639.103516
	Iteration 36Q: 3 clusters Score -3491884 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -3492106.000000 Penalty: 3639.103516
	Iteration 37Q: 3 clusters Score -3492106 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -3492306.750000 Penalty: 3639.103516
	Iteration 38Q: 3 clusters Score -3492307 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -3492530.250000 Penalty: 3639.103516
	Iteration 39Q: 3 clusters Score -3492530 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -3492725.250000 Penalty: 3639.103516
	Iteration 40F: 3 clusters Score -3492725 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -3492912.000000 Penalty: 3639.103516
	Iteration 41Q: 3 clusters Score -3492912 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -3493106.000000 Penalty: 3639.103516
	Iteration 42Q: 3 clusters Score -3493106 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -3493282.250000 Penalty: 3639.103516
	Iteration 43Q: 3 clusters Score -3493282 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -3493422.750000 Penalty: 3639.103516
	Iteration 44Q: 3 clusters Score -3493423 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -3493548.000000 Penalty: 3639.103516
	Iteration 45Q: 3 clusters Score -3493548 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -3493679.250000 Penalty: 3639.103516
	Iteration 46Q: 3 clusters Score -3493679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -3493795.250000 Penalty: 3639.103516
	Iteration 47Q: 3 clusters Score -3493795 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -3493903.000000 Penalty: 3639.103516
	Iteration 48Q: 3 clusters Score -3493903 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -3493977.000000 Penalty: 3639.103516
	Iteration 49Q: 3 clusters Score -3493977 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -3494039.000000 Penalty: 3639.103516
	Iteration 50Q: 3 clusters Score -3494039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -3494080.750000 Penalty: 3639.103516
	Iteration 51Q: 3 clusters Score -3494081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -3494109.750000 Penalty: 3639.103516
	Iteration 52Q: 3 clusters Score -3494110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -3494128.500000 Penalty: 3639.103516
	Iteration 53Q: 3 clusters Score -3494128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -3494144.000000 Penalty: 3639.103516
	Iteration 54Q: 3 clusters Score -3494144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -3494157.750000 Penalty: 3639.103516
	Iteration 55Q: 3 clusters Score -3494158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -3494168.500000 Penalty: 3639.103516
	Iteration 56Q: 3 clusters Score -3494168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -3494177.750000 Penalty: 3639.103516
	Iteration 57Q: 3 clusters Score -3494178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -3494186.500000 Penalty: 3639.103516
	Iteration 58Q: 3 clusters Score -3494186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -3494194.500000 Penalty: 3639.103516
	Iteration 59Q: 3 clusters Score -3494194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -3494206.250000 Penalty: 3639.103516
	Iteration 60F: 3 clusters Score -3494206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -3494209.000000 Penalty: 3639.103516
	Iteration 61Q: 3 clusters Score -3494209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -3494219.250000 Penalty: 3639.103516
	Iteration 62Q: 3 clusters Score -3494219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -3494220.000000 Penalty: 3639.103516
	Iteration 63Q: 3 clusters Score -3494220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -3494227.750000 Penalty: 3639.103516
	Iteration 64Q: 3 clusters Score -3494228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -3494236.500000 Penalty: 3639.103516
	Iteration 65Q: 3 clusters Score -3494236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -3494233.750000 Penalty: 3639.103516
	Iteration 66Q: 3 clusters Score -3494234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -3494231.750000 Penalty: 3639.103516
	Iteration 67Q: 3 clusters Score -3494232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -3494235.500000 Penalty: 3639.103516
	Iteration 68Q: 3 clusters Score -3494236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -3494228.750000 Penalty: 3639.103516
	Iteration 69Q: 3 clusters Score -3494229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -3494228.750000 Penalty: 3639.103516
	Iteration 70F: 3 clusters Score -3494229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Entering Unmasked Estep 
Score: -439958.250000 Penalty: 1495.996460
	Iteration 0F: 2 clusters Score -439958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -432949.968750 Penalty: 2991.992920
	Iteration 0F: 3 clusters Score -432950 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -435166.281250 Penalty: 2991.992920
	Iteration 1F: 3 clusters Score -435166.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -435420.500000 Penalty: 2991.992920
	Iteration 2F: 3 clusters Score -435420.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -435637.781250 Penalty: 2991.992920
	Iteration 3Q: 3 clusters Score -435637.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -435873.406250 Penalty: 2991.992920
	Iteration 4Q: 3 clusters Score -435873.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -436135.062500 Penalty: 2991.992920
	Iteration 5Q: 3 clusters Score -436135.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -436336.843750 Penalty: 2991.992920
	Iteration 6Q: 3 clusters Score -436336.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -436508.593750 Penalty: 2991.992920
	Iteration 7Q: 3 clusters Score -436508.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -436644.406250 Penalty: 2991.992920
	Iteration 8Q: 3 clusters Score -436644.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -436763.656250 Penalty: 2991.992920
	Iteration 9Q: 3 clusters Score -436763.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -436888.781250 Penalty: 2991.992920
	Iteration 10Q: 3 clusters Score -436888.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -437004.437500 Penalty: 2991.992920
	Iteration 11Q: 3 clusters Score -437004.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -437102.812500 Penalty: 2991.992920
	Iteration 12Q: 3 clusters Score -437102.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -437190.531250 Penalty: 2991.992920
	Iteration 13Q: 3 clusters Score -437190.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -437261.375000 Penalty: 2991.992920
	Iteration 14Q: 3 clusters Score -437261.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -437321.968750 Penalty: 2991.992920
	Iteration 15Q: 3 clusters Score -437322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -437374.718750 Penalty: 2991.992920
	Iteration 16Q: 3 clusters Score -437374.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -437420.562500 Penalty: 2991.992920
	Iteration 17Q: 3 clusters Score -437420.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -437453.968750 Penalty: 2991.992920
	Iteration 18Q: 3 clusters Score -437454 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -437490.250000 Penalty: 2991.992920
	Iteration 19Q: 3 clusters Score -437490.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -437533.500000 Penalty: 2991.992920
	Iteration 20F: 3 clusters Score -437533.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -437568.093750 Penalty: 2991.992920
	Iteration 21Q: 3 clusters Score -437568.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -437593.968750 Penalty: 2991.992920
	Iteration 22Q: 3 clusters Score -437594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -437608.468750 Penalty: 2991.992920
	Iteration 23Q: 3 clusters Score -437608.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -437623.062500 Penalty: 2991.992920
	Iteration 24Q: 3 clusters Score -437623.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -437642.375000 Penalty: 2991.992920
	Iteration 25Q: 3 clusters Score -437642.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -437661.375000 Penalty: 2991.992920
	Iteration 26Q: 3 clusters Score -437661.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -437686.937500 Penalty: 2991.992920
	Iteration 27Q: 3 clusters Score -437686.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -437714.312500 Penalty: 2991.992920
	Iteration 28Q: 3 clusters Score -437714.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -437747.750000 Penalty: 2991.992920
	Iteration 29Q: 3 clusters Score -437747.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -437780.562500 Penalty: 2991.992920
	Iteration 30Q: 3 clusters Score -437780.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -437812.000000 Penalty: 2991.992920
	Iteration 31Q: 3 clusters Score -437812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -437849.562500 Penalty: 2991.992920
	Iteration 32Q: 3 clusters Score -437849.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -437898.843750 Penalty: 2991.992920
	Iteration 33Q: 3 clusters Score -437898.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -437959.531250 Penalty: 2991.992920
	Iteration 34Q: 3 clusters Score -437959.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -438028.656250 Penalty: 2991.992920
	Iteration 35Q: 3 clusters Score -438028.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -438106.593750 Penalty: 2991.992920
	Iteration 36Q: 3 clusters Score -438106.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -438205.937500 Penalty: 2991.992920
	Iteration 37Q: 3 clusters Score -438205.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -438337.781250 Penalty: 2991.992920
	Iteration 38Q: 3 clusters Score -438337.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -438489.375000 Penalty: 2991.992920
	Iteration 39Q: 3 clusters Score -438489.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -438658.968750 Penalty: 2991.992920
	Iteration 40F: 3 clusters Score -438659 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -438838.281250 Penalty: 2991.992920
	Iteration 41Q: 3 clusters Score -438838.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -438995.937500 Penalty: 2991.992920
	Iteration 42Q: 3 clusters Score -438995.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -439152.218750 Penalty: 2991.992920
	Iteration 43Q: 3 clusters Score -439152.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -439271.500000 Penalty: 2991.992920
	Iteration 44Q: 3 clusters Score -439271.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -439338.750000 Penalty: 2991.992920
	Iteration 45Q: 3 clusters Score -439338.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -439380.625000 Penalty: 2991.992920
	Iteration 46Q: 3 clusters Score -439380.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -439414.500000 Penalty: 2991.992920
	Iteration 47Q: 3 clusters Score -439414.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -439433.906250 Penalty: 2991.992920
	Iteration 48Q: 3 clusters Score -439433.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -439439.531250 Penalty: 2991.992920
	Iteration 49Q: 3 clusters Score -439439.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -439445.312500 Penalty: 2991.992920
	Iteration 50Q: 3 clusters Score -439445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -439449.437500 Penalty: 2991.992920
	Iteration 51Q: 3 clusters Score -439449.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -439454.281250 Penalty: 2991.992920
	Iteration 52Q: 3 clusters Score -439454.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -439457.156250 Penalty: 2991.992920
	Iteration 53Q: 3 clusters Score -439457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -439459.218750 Penalty: 2991.992920
	Iteration 54Q: 3 clusters Score -439459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -439459.625000 Penalty: 2991.992920
	Iteration 55Q: 3 clusters Score -439459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -439459.875000 Penalty: 2991.992920
	Iteration 56Q: 3 clusters Score -439459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -439460.375000 Penalty: 2991.992920
	Iteration 57Q: 3 clusters Score -439460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -439460.375000 Penalty: 2991.992920
	Iteration 58F: 3 clusters Score -439460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (248448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248448 members 
Entering Unmasked Estep 
Score: -11805669.000000 Penalty: 2018.735718
	Iteration 0F: 2 clusters Score -1.180567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 123963 members 
Entering Unmasked Estep 
Score: -11638132.000000 Penalty: 4037.471436
	Iteration 0F: 3 clusters Score -1.163813e+07 nChanged 120907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130104 members 
Mstep: Class 2 contains 118344 members 
Entering Unmasked Estep 
Score: -11711527.000000 Penalty: 4037.471436
	Iteration 1F: 3 clusters Score -1.171153e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133763 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -11714486.000000 Penalty: 4037.471436
	Iteration 2Q: 3 clusters Score -1.171449e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -11719313.000000 Penalty: 4037.471436
	Iteration 3Q: 3 clusters Score -1.171931e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146765 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -11727665.000000 Penalty: 4037.471436
	Iteration 4F: 3 clusters Score -1.172766e+07 nChanged 17464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -11741413.000000 Penalty: 4037.471436
	Iteration 5F: 3 clusters Score -1.174141e+07 nChanged 19166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167815 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -11759569.000000 Penalty: 4037.471436
	Iteration 6F: 3 clusters Score -1.175957e+07 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -11776491.000000 Penalty: 4037.471436
	Iteration 7F: 3 clusters Score -1.177649e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179674 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -11787170.000000 Penalty: 4037.471436
	Iteration 8F: 3 clusters Score -1.178717e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180975 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -11791784.000000 Penalty: 4037.471436
	Iteration 9Q: 3 clusters Score -1.179178e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181263 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -11793600.000000 Penalty: 4037.471436
	Iteration 10Q: 3 clusters Score -1.17936e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -11794547.000000 Penalty: 4037.471436
	Iteration 11Q: 3 clusters Score -1.179455e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -11795142.000000 Penalty: 4037.471436
	Iteration 12Q: 3 clusters Score -1.179514e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180328 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -11795535.000000 Penalty: 4037.471436
	Iteration 13Q: 3 clusters Score -1.179554e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -11795830.000000 Penalty: 4037.471436
	Iteration 14Q: 3 clusters Score -1.179583e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -11796087.000000 Penalty: 4037.471436
	Iteration 15Q: 3 clusters Score -1.179609e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177818 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -11796307.000000 Penalty: 4037.471436
	Iteration 16Q: 3 clusters Score -1.179631e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176857 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -11796476.000000 Penalty: 4037.471436
	Iteration 17Q: 3 clusters Score -1.179648e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175857 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -11796705.000000 Penalty: 4037.471436
	Iteration 18Q: 3 clusters Score -1.17967e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174837 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -11796917.000000 Penalty: 4037.471436
	Iteration 19Q: 3 clusters Score -1.179692e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -11797005.000000 Penalty: 4037.471436
	Iteration 20F: 3 clusters Score -1.1797e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172865 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -11797004.000000 Penalty: 4037.471436
	Iteration 21Q: 3 clusters Score -1.1797e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171888 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -11797103.000000 Penalty: 4037.471436
	Iteration 22Q: 3 clusters Score -1.17971e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -11797164.000000 Penalty: 4037.471436
	Iteration 23Q: 3 clusters Score -1.179716e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -11797253.000000 Penalty: 4037.471436
	Iteration 24Q: 3 clusters Score -1.179725e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168904 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -11797321.000000 Penalty: 4037.471436
	Iteration 25Q: 3 clusters Score -1.179732e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -11797454.000000 Penalty: 4037.471436
	Iteration 26Q: 3 clusters Score -1.179745e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -11797488.000000 Penalty: 4037.471436
	Iteration 27Q: 3 clusters Score -1.179749e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165714 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -11797587.000000 Penalty: 4037.471436
	Iteration 28Q: 3 clusters Score -1.179759e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164679 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -11797698.000000 Penalty: 4037.471436
	Iteration 29Q: 3 clusters Score -1.17977e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -11797792.000000 Penalty: 4037.471436
	Iteration 30Q: 3 clusters Score -1.179779e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162804 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -11797925.000000 Penalty: 4037.471436
	Iteration 31Q: 3 clusters Score -1.179792e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161965 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -11798012.000000 Penalty: 4037.471436
	Iteration 32Q: 3 clusters Score -1.179801e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -11798056.000000 Penalty: 4037.471436
	Iteration 33Q: 3 clusters Score -1.179806e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -11798154.000000 Penalty: 4037.471436
	Iteration 34Q: 3 clusters Score -1.179815e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -11798234.000000 Penalty: 4037.471436
	Iteration 35Q: 3 clusters Score -1.179823e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -11798223.000000 Penalty: 4037.471436
	Iteration 36Q: 3 clusters Score -1.179822e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -11798229.000000 Penalty: 4037.471436
	Iteration 37Q: 3 clusters Score -1.179823e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11798272.000000 Penalty: 4037.471436
	Iteration 38Q: 3 clusters Score -1.179827e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157381 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11798332.000000 Penalty: 4037.471436
	Iteration 39Q: 3 clusters Score -1.179833e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -11798376.000000 Penalty: 4037.471436
	Iteration 40F: 3 clusters Score -1.179838e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -11798441.000000 Penalty: 4037.471436
	Iteration 41Q: 3 clusters Score -1.179844e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -11798443.000000 Penalty: 4037.471436
	Iteration 42Q: 3 clusters Score -1.179844e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -11798435.000000 Penalty: 4037.471436
	Iteration 43Q: 3 clusters Score -1.179844e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -11798460.000000 Penalty: 4037.471436
	Iteration 44Q: 3 clusters Score -1.179846e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -11798459.000000 Penalty: 4037.471436
	Iteration 45Q: 3 clusters Score -1.179846e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -11798536.000000 Penalty: 4037.471436
	Iteration 46Q: 3 clusters Score -1.179854e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -11798538.000000 Penalty: 4037.471436
	Iteration 47Q: 3 clusters Score -1.179854e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -11798566.000000 Penalty: 4037.471436
	Iteration 48Q: 3 clusters Score -1.179857e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153331 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -11798548.000000 Penalty: 4037.471436
	Iteration 49Q: 3 clusters Score -1.179855e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153000 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -11798553.000000 Penalty: 4037.471436
	Iteration 50Q: 3 clusters Score -1.179855e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -11798548.000000 Penalty: 4037.471436
	Iteration 51Q: 3 clusters Score -1.179855e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152413 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -11798572.000000 Penalty: 4037.471436
	Iteration 52Q: 3 clusters Score -1.179857e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -11798541.000000 Penalty: 4037.471436
	Iteration 53Q: 3 clusters Score -1.179854e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151968 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -11798540.000000 Penalty: 4037.471436
	Iteration 54Q: 3 clusters Score -1.179854e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151778 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -11798535.000000 Penalty: 4037.471436
	Iteration 55Q: 3 clusters Score -1.179854e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -11798528.000000 Penalty: 4037.471436
	Iteration 56Q: 3 clusters Score -1.179853e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151441 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -11798502.000000 Penalty: 4037.471436
	Iteration 57Q: 3 clusters Score -1.17985e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -11798511.000000 Penalty: 4037.471436
	Iteration 58Q: 3 clusters Score -1.179851e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -11798489.000000 Penalty: 4037.471436
	Iteration 59Q: 3 clusters Score -1.179849e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150984 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -11798517.000000 Penalty: 4037.471436
	Iteration 60F: 3 clusters Score -1.179852e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150842 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -11798534.000000 Penalty: 4037.471436
	Iteration 61Q: 3 clusters Score -1.179853e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -11798513.000000 Penalty: 4037.471436
	Iteration 62Q: 3 clusters Score -1.179851e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -11798511.000000 Penalty: 4037.471436
	Iteration 63Q: 3 clusters Score -1.179851e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150570 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -11798521.000000 Penalty: 4037.471436
	Iteration 64Q: 3 clusters Score -1.179852e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150508 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -11798521.000000 Penalty: 4037.471436
	Iteration 65Q: 3 clusters Score -1.179852e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150454 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -11798508.000000 Penalty: 4037.471436
	Iteration 66Q: 3 clusters Score -1.179851e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -11798514.000000 Penalty: 4037.471436
	Iteration 67Q: 3 clusters Score -1.179851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -11798505.000000 Penalty: 4037.471436
	Iteration 68Q: 3 clusters Score -1.17985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150365 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -11798499.000000 Penalty: 4037.471436
	Iteration 69Q: 3 clusters Score -1.17985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -11798512.000000 Penalty: 4037.471436
	Iteration 70Q: 3 clusters Score -1.179851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150323 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -11798502.000000 Penalty: 4037.471436
	Iteration 71Q: 3 clusters Score -1.17985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -11798502.000000 Penalty: 4037.471436
	Iteration 72Q: 3 clusters Score -1.17985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150282 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -11798505.000000 Penalty: 4037.471436
	Iteration 73Q: 3 clusters Score -1.17985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -11798510.000000 Penalty: 4037.471436
	Iteration 74Q: 3 clusters Score -1.179851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150236 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -11798509.000000 Penalty: 4037.471436
	Iteration 75Q: 3 clusters Score -1.179851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -11798511.000000 Penalty: 4037.471436
	Iteration 76Q: 3 clusters Score -1.179851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150185 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -11798506.000000 Penalty: 4037.471436
	Iteration 77Q: 3 clusters Score -1.179851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -11798524.000000 Penalty: 4037.471436
	Iteration 78Q: 3 clusters Score -1.179852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150137 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -11798530.000000 Penalty: 4037.471436
	Iteration 79Q: 3 clusters Score -1.179853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150114 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -11798529.000000 Penalty: 4037.471436
	Iteration 80F: 3 clusters Score -1.179853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -11798513.000000 Penalty: 4037.471436
	Iteration 81Q: 3 clusters Score -1.179851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -11798500.000000 Penalty: 4037.471436
	Iteration 82Q: 3 clusters Score -1.17985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -11798519.000000 Penalty: 4037.471436
	Iteration 83Q: 3 clusters Score -1.179852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -11798502.000000 Penalty: 4037.471436
	Iteration 84Q: 3 clusters Score -1.17985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -11798516.000000 Penalty: 4037.471436
	Iteration 85Q: 3 clusters Score -1.179852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -11798508.000000 Penalty: 4037.471436
	Iteration 86Q: 3 clusters Score -1.179851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -11798509.000000 Penalty: 4037.471436
	Iteration 87Q: 3 clusters Score -1.179851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -11798508.000000 Penalty: 4037.471436
	Iteration 88Q: 3 clusters Score -1.179851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -11798506.000000 Penalty: 4037.471436
	Iteration 89Q: 3 clusters Score -1.179851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149991 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -11798511.000000 Penalty: 4037.471436
	Iteration 90Q: 3 clusters Score -1.179851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -11798514.000000 Penalty: 4037.471436
	Iteration 91Q: 3 clusters Score -1.179851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -11798512.000000 Penalty: 4037.471436
	Iteration 92Q: 3 clusters Score -1.179851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149969 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -11798504.000000 Penalty: 4037.471436
	Iteration 93Q: 3 clusters Score -1.17985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -11798506.000000 Penalty: 4037.471436
	Iteration 94Q: 3 clusters Score -1.179851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -11798497.000000 Penalty: 4037.471436
	Iteration 95Q: 3 clusters Score -1.17985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149934 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -11798499.000000 Penalty: 4037.471436
	Iteration 96Q: 3 clusters Score -1.17985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -11798490.000000 Penalty: 4037.471436
	Iteration 97Q: 3 clusters Score -1.179849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -11798489.000000 Penalty: 4037.471436
	Iteration 98Q: 3 clusters Score -1.179849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149899 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -11798491.000000 Penalty: 4037.471436
	Iteration 99Q: 3 clusters Score -1.179849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149890 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -11798496.000000 Penalty: 4037.471436
	Iteration 100F: 3 clusters Score -1.17985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149876 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -11798498.000000 Penalty: 4037.471436
	Iteration 101Q: 3 clusters Score -1.17985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149864 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -11798497.000000 Penalty: 4037.471436
	Iteration 102Q: 3 clusters Score -1.17985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -11798504.000000 Penalty: 4037.471436
	Iteration 103Q: 3 clusters Score -1.17985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149842 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -11798500.000000 Penalty: 4037.471436
	Iteration 104Q: 3 clusters Score -1.17985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -11798503.000000 Penalty: 4037.471436
	Iteration 105Q: 3 clusters Score -1.17985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149824 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -11798511.000000 Penalty: 4037.471436
	Iteration 106Q: 3 clusters Score -1.179851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -11798513.000000 Penalty: 4037.471436
	Iteration 107Q: 3 clusters Score -1.179851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149805 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -11798511.000000 Penalty: 4037.471436
	Iteration 108Q: 3 clusters Score -1.179851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149799 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -11798507.000000 Penalty: 4037.471436
	Iteration 109Q: 3 clusters Score -1.179851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149793 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -11798486.000000 Penalty: 4037.471436
	Iteration 110Q: 3 clusters Score -1.179849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -11798490.000000 Penalty: 4037.471436
	Iteration 111Q: 3 clusters Score -1.179849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149783 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -11798482.000000 Penalty: 4037.471436
	Iteration 112Q: 3 clusters Score -1.179848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -11798497.000000 Penalty: 4037.471436
	Iteration 113Q: 3 clusters Score -1.17985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -11798500.000000 Penalty: 4037.471436
	Iteration 114Q: 3 clusters Score -1.17985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -11798495.000000 Penalty: 4037.471436
	Iteration 115Q: 3 clusters Score -1.17985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -11798500.000000 Penalty: 4037.471436
	Iteration 116Q: 3 clusters Score -1.17985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149754 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -11798506.000000 Penalty: 4037.471436
	Iteration 117Q: 3 clusters Score -1.179851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149744 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -11798504.000000 Penalty: 4037.471436
	Iteration 118Q: 3 clusters Score -1.17985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -11798510.000000 Penalty: 4037.471436
	Iteration 119Q: 3 clusters Score -1.179851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149715 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -11798521.000000 Penalty: 4037.471436
	Iteration 120F: 3 clusters Score -1.179852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 98741 members 
Entering Unmasked Estep 
Score: -11798507.000000 Penalty: 4037.471436
	Iteration 121Q: 3 clusters Score -1.179851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 98746 members 
Entering Unmasked Estep 
Score: -11798512.000000 Penalty: 4037.471436
	Iteration 122Q: 3 clusters Score -1.179851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149698 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -11798523.000000 Penalty: 4037.471436
	Iteration 123Q: 3 clusters Score -1.179852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149695 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -11798521.000000 Penalty: 4037.471436
	Iteration 124Q: 3 clusters Score -1.179852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 98755 members 
Entering Unmasked Estep 
Score: -11798515.000000 Penalty: 4037.471436
	Iteration 125Q: 3 clusters Score -1.179852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149691 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -11798519.000000 Penalty: 4037.471436
	Iteration 126Q: 3 clusters Score -1.179852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149690 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -11798519.000000 Penalty: 4037.471436
	Iteration 127Q: 3 clusters Score -1.179852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -11798523.000000 Penalty: 4037.471436
	Iteration 128Q: 3 clusters Score -1.179852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -11798531.000000 Penalty: 4037.471436
	Iteration 129Q: 3 clusters Score -1.179853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -11798531.000000 Penalty: 4037.471436
	Iteration 130F: 3 clusters Score -1.179853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -232566.796875 Penalty: 1375.297729
	Iteration 0F: 2 clusters Score -232566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -228727.250000 Penalty: 2750.595459
	Iteration 0F: 3 clusters Score -228727.2 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -229809.828125 Penalty: 2750.595459
	Iteration 1F: 3 clusters Score -229809.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -230006.906250 Penalty: 2750.595459
	Iteration 2F: 3 clusters Score -230006.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -230125.453125 Penalty: 2750.595459
	Iteration 3F: 3 clusters Score -230125.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -230198.140625 Penalty: 2750.595459
	Iteration 4Q: 3 clusters Score -230198.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -230248.562500 Penalty: 2750.595459
	Iteration 5Q: 3 clusters Score -230248.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -230296.187500 Penalty: 2750.595459
	Iteration 6Q: 3 clusters Score -230296.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -230334.890625 Penalty: 2750.595459
	Iteration 7Q: 3 clusters Score -230334.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -230369.406250 Penalty: 2750.595459
	Iteration 8Q: 3 clusters Score -230369.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -230408.000000 Penalty: 2750.595459
	Iteration 9Q: 3 clusters Score -230408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -230452.328125 Penalty: 2750.595459
	Iteration 10Q: 3 clusters Score -230452.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -230514.453125 Penalty: 2750.595459
	Iteration 11Q: 3 clusters Score -230514.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -230568.078125 Penalty: 2750.595459
	Iteration 12Q: 3 clusters Score -230568.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -230633.625000 Penalty: 2750.595459
	Iteration 13Q: 3 clusters Score -230633.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -230702.812500 Penalty: 2750.595459
	Iteration 14Q: 3 clusters Score -230702.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -230766.000000 Penalty: 2750.595459
	Iteration 15Q: 3 clusters Score -230766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -230827.609375 Penalty: 2750.595459
	Iteration 16Q: 3 clusters Score -230827.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -230893.640625 Penalty: 2750.595459
	Iteration 17Q: 3 clusters Score -230893.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -230925.406250 Penalty: 2750.595459
	Iteration 18Q: 3 clusters Score -230925.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -230955.156250 Penalty: 2750.595459
	Iteration 19Q: 3 clusters Score -230955.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -230988.140625 Penalty: 2750.595459
	Iteration 20F: 3 clusters Score -230988.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -231026.125000 Penalty: 2750.595459
	Iteration 21Q: 3 clusters Score -231026.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -231061.781250 Penalty: 2750.595459
	Iteration 22Q: 3 clusters Score -231061.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -231089.984375 Penalty: 2750.595459
	Iteration 23Q: 3 clusters Score -231090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -231114.078125 Penalty: 2750.595459
	Iteration 24Q: 3 clusters Score -231114.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -231145.343750 Penalty: 2750.595459
	Iteration 25Q: 3 clusters Score -231145.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -231175.906250 Penalty: 2750.595459
	Iteration 26Q: 3 clusters Score -231175.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -231203.828125 Penalty: 2750.595459
	Iteration 27Q: 3 clusters Score -231203.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -231221.468750 Penalty: 2750.595459
	Iteration 28Q: 3 clusters Score -231221.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -231236.953125 Penalty: 2750.595459
	Iteration 29Q: 3 clusters Score -231237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -231252.500000 Penalty: 2750.595459
	Iteration 30Q: 3 clusters Score -231252.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -231261.921875 Penalty: 2750.595459
	Iteration 31Q: 3 clusters Score -231261.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -231270.671875 Penalty: 2750.595459
	Iteration 32Q: 3 clusters Score -231270.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -231276.031250 Penalty: 2750.595459
	Iteration 33Q: 3 clusters Score -231276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -231279.921875 Penalty: 2750.595459
	Iteration 34Q: 3 clusters Score -231279.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -231283.937500 Penalty: 2750.595459
	Iteration 35Q: 3 clusters Score -231283.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -231288.281250 Penalty: 2750.595459
	Iteration 36Q: 3 clusters Score -231288.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -231294.046875 Penalty: 2750.595459
	Iteration 37Q: 3 clusters Score -231294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -231296.781250 Penalty: 2750.595459
	Iteration 38Q: 3 clusters Score -231296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -231300.015625 Penalty: 2750.595459
	Iteration 39Q: 3 clusters Score -231300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -231301.703125 Penalty: 2750.595459
	Iteration 40F: 3 clusters Score -231301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -231304.453125 Penalty: 2750.595459
	Iteration 41Q: 3 clusters Score -231304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -231306.578125 Penalty: 2750.595459
	Iteration 42Q: 3 clusters Score -231306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -231308.046875 Penalty: 2750.595459
	Iteration 43Q: 3 clusters Score -231308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -231309.265625 Penalty: 2750.595459
	Iteration 44Q: 3 clusters Score -231309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -231310.218750 Penalty: 2750.595459
	Iteration 45Q: 3 clusters Score -231310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -231310.078125 Penalty: 2750.595459
	Iteration 46Q: 3 clusters Score -231310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -231310.406250 Penalty: 2750.595459
	Iteration 47Q: 3 clusters Score -231310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -231310.062500 Penalty: 2750.595459
	Iteration 48Q: 3 clusters Score -231310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -231310.062500 Penalty: 2750.595459
	Iteration 49F: 3 clusters Score -231310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Entering Unmasked Estep 
Score: -1759856.375000 Penalty: 1704.348389
	Iteration 0F: 2 clusters Score -1759856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1735806.500000 Penalty: 3408.696777
	Iteration 0F: 3 clusters Score -1735806 nChanged 16544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1745112.375000 Penalty: 3408.696777
	Iteration 1F: 3 clusters Score -1745112 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1745631.500000 Penalty: 3408.696777
	Iteration 2Q: 3 clusters Score -1745632 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1746374.125000 Penalty: 3408.696777
	Iteration 3Q: 3 clusters Score -1746374 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1747548.625000 Penalty: 3408.696777
	Iteration 4F: 3 clusters Score -1747549 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1749238.375000 Penalty: 3408.696777
	Iteration 5F: 3 clusters Score -1749238 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1751329.750000 Penalty: 3408.696777
	Iteration 6F: 3 clusters Score -1751330 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1753236.625000 Penalty: 3408.696777
	Iteration 7F: 3 clusters Score -1753237 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -1754514.250000 Penalty: 3408.696777
	Iteration 8F: 3 clusters Score -1754514 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1755124.000000 Penalty: 3408.696777
	Iteration 9Q: 3 clusters Score -1755124 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -1755413.250000 Penalty: 3408.696777
	Iteration 10Q: 3 clusters Score -1755413 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -1755611.375000 Penalty: 3408.696777
	Iteration 11Q: 3 clusters Score -1755611 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -1755774.625000 Penalty: 3408.696777
	Iteration 12Q: 3 clusters Score -1755775 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -1755917.250000 Penalty: 3408.696777
	Iteration 13Q: 3 clusters Score -1755917 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1756042.250000 Penalty: 3408.696777
	Iteration 14Q: 3 clusters Score -1756042 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -1756174.125000 Penalty: 3408.696777
	Iteration 15Q: 3 clusters Score -1756174 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -1756289.875000 Penalty: 3408.696777
	Iteration 16Q: 3 clusters Score -1756290 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1756379.875000 Penalty: 3408.696777
	Iteration 17Q: 3 clusters Score -1756380 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -1756462.750000 Penalty: 3408.696777
	Iteration 18Q: 3 clusters Score -1756463 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -1756529.625000 Penalty: 3408.696777
	Iteration 19Q: 3 clusters Score -1756530 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -1756602.625000 Penalty: 3408.696777
	Iteration 20F: 3 clusters Score -1756603 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -1756670.125000 Penalty: 3408.696777
	Iteration 21Q: 3 clusters Score -1756670 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -1756737.750000 Penalty: 3408.696777
	Iteration 22Q: 3 clusters Score -1756738 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -1756815.875000 Penalty: 3408.696777
	Iteration 23Q: 3 clusters Score -1756816 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -1756887.000000 Penalty: 3408.696777
	Iteration 24Q: 3 clusters Score -1756887 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -1756951.000000 Penalty: 3408.696777
	Iteration 25Q: 3 clusters Score -1756951 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -1757016.000000 Penalty: 3408.696777
	Iteration 26Q: 3 clusters Score -1757016 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -1757076.500000 Penalty: 3408.696777
	Iteration 27Q: 3 clusters Score -1757076 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -1757141.750000 Penalty: 3408.696777
	Iteration 28Q: 3 clusters Score -1757142 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -1757209.125000 Penalty: 3408.696777
	Iteration 29Q: 3 clusters Score -1757209 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -1757273.125000 Penalty: 3408.696777
	Iteration 30Q: 3 clusters Score -1757273 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -1757346.250000 Penalty: 3408.696777
	Iteration 31Q: 3 clusters Score -1757346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -1757412.875000 Penalty: 3408.696777
	Iteration 32Q: 3 clusters Score -1757413 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -1757494.875000 Penalty: 3408.696777
	Iteration 33Q: 3 clusters Score -1757495 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -1757565.875000 Penalty: 3408.696777
	Iteration 34Q: 3 clusters Score -1757566 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -1757627.625000 Penalty: 3408.696777
	Iteration 35Q: 3 clusters Score -1757628 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -1757678.250000 Penalty: 3408.696777
	Iteration 36Q: 3 clusters Score -1757678 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -1757732.500000 Penalty: 3408.696777
	Iteration 37Q: 3 clusters Score -1757732 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -1757790.625000 Penalty: 3408.696777
	Iteration 38Q: 3 clusters Score -1757791 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -1757845.000000 Penalty: 3408.696777
	Iteration 39Q: 3 clusters Score -1757845 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -1757910.500000 Penalty: 3408.696777
	Iteration 40F: 3 clusters Score -1757910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -1757966.750000 Penalty: 3408.696777
	Iteration 41Q: 3 clusters Score -1757967 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -1758005.250000 Penalty: 3408.696777
	Iteration 42Q: 3 clusters Score -1758005 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -1758042.000000 Penalty: 3408.696777
	Iteration 43Q: 3 clusters Score -1758042 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -1758082.750000 Penalty: 3408.696777
	Iteration 44Q: 3 clusters Score -1758083 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -1758118.000000 Penalty: 3408.696777
	Iteration 45Q: 3 clusters Score -1758118 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -1758149.750000 Penalty: 3408.696777
	Iteration 46Q: 3 clusters Score -1758150 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -1758176.625000 Penalty: 3408.696777
	Iteration 47Q: 3 clusters Score -1758177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -1758205.250000 Penalty: 3408.696777
	Iteration 48Q: 3 clusters Score -1758205 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -1758238.625000 Penalty: 3408.696777
	Iteration 49Q: 3 clusters Score -1758239 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -1758262.250000 Penalty: 3408.696777
	Iteration 50Q: 3 clusters Score -1758262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -1758292.000000 Penalty: 3408.696777
	Iteration 51Q: 3 clusters Score -1758292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -1758320.625000 Penalty: 3408.696777
	Iteration 52Q: 3 clusters Score -1758321 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -1758354.000000 Penalty: 3408.696777
	Iteration 53Q: 3 clusters Score -1758354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -1758374.375000 Penalty: 3408.696777
	Iteration 54Q: 3 clusters Score -1758374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -1758402.250000 Penalty: 3408.696777
	Iteration 55Q: 3 clusters Score -1758402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -1758414.875000 Penalty: 3408.696777
	Iteration 56Q: 3 clusters Score -1758415 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -1758432.250000 Penalty: 3408.696777
	Iteration 57Q: 3 clusters Score -1758432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -1758462.125000 Penalty: 3408.696777
	Iteration 58Q: 3 clusters Score -1758462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -1758483.375000 Penalty: 3408.696777
	Iteration 59Q: 3 clusters Score -1758483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -1758508.250000 Penalty: 3408.696777
	Iteration 60F: 3 clusters Score -1758508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -1758522.625000 Penalty: 3408.696777
	Iteration 61Q: 3 clusters Score -1758523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -1758529.375000 Penalty: 3408.696777
	Iteration 62Q: 3 clusters Score -1758529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -1758543.375000 Penalty: 3408.696777
	Iteration 63Q: 3 clusters Score -1758543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -1758548.500000 Penalty: 3408.696777
	Iteration 64Q: 3 clusters Score -1758548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -1758550.000000 Penalty: 3408.696777
	Iteration 65Q: 3 clusters Score -1758550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -1758568.500000 Penalty: 3408.696777
	Iteration 66Q: 3 clusters Score -1758568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -1758580.000000 Penalty: 3408.696777
	Iteration 67Q: 3 clusters Score -1758580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -1758584.125000 Penalty: 3408.696777
	Iteration 68Q: 3 clusters Score -1758584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -1758592.875000 Penalty: 3408.696777
	Iteration 69Q: 3 clusters Score -1758593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -1758600.750000 Penalty: 3408.696777
	Iteration 70Q: 3 clusters Score -1758601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -1758607.375000 Penalty: 3408.696777
	Iteration 71Q: 3 clusters Score -1758607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -1758608.500000 Penalty: 3408.696777
	Iteration 72Q: 3 clusters Score -1758608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -1758619.000000 Penalty: 3408.696777
	Iteration 73Q: 3 clusters Score -1758619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -1758621.625000 Penalty: 3408.696777
	Iteration 74Q: 3 clusters Score -1758622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -1758623.125000 Penalty: 3408.696777
	Iteration 75Q: 3 clusters Score -1758623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -1758628.875000 Penalty: 3408.696777
	Iteration 76Q: 3 clusters Score -1758629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -1758624.500000 Penalty: 3408.696777
	Iteration 77Q: 3 clusters Score -1758624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -1758630.125000 Penalty: 3408.696777
	Iteration 78Q: 3 clusters Score -1758630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -1758630.375000 Penalty: 3408.696777
	Iteration 79Q: 3 clusters Score -1758630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -1758634.000000 Penalty: 3408.696777
	Iteration 80F: 3 clusters Score -1758634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -1758634.750000 Penalty: 3408.696777
	Iteration 81Q: 3 clusters Score -1758635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -1758637.875000 Penalty: 3408.696777
	Iteration 82Q: 3 clusters Score -1758638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -1758639.000000 Penalty: 3408.696777
	Iteration 83Q: 3 clusters Score -1758639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -1758645.250000 Penalty: 3408.696777
	Iteration 84Q: 3 clusters Score -1758645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -1758646.750000 Penalty: 3408.696777
	Iteration 85Q: 3 clusters Score -1758647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -1758652.750000 Penalty: 3408.696777
	Iteration 86Q: 3 clusters Score -1758653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -1758649.000000 Penalty: 3408.696777
	Iteration 87Q: 3 clusters Score -1758649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -1758651.250000 Penalty: 3408.696777
	Iteration 88Q: 3 clusters Score -1758651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -1758654.375000 Penalty: 3408.696777
	Iteration 89Q: 3 clusters Score -1758654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -1758652.750000 Penalty: 3408.696777
	Iteration 90Q: 3 clusters Score -1758653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -1758654.500000 Penalty: 3408.696777
	Iteration 91Q: 3 clusters Score -1758654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -1758656.000000 Penalty: 3408.696777
	Iteration 92Q: 3 clusters Score -1758656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -1758659.375000 Penalty: 3408.696777
	Iteration 93Q: 3 clusters Score -1758659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -1758655.750000 Penalty: 3408.696777
	Iteration 94Q: 3 clusters Score -1758656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -1758656.500000 Penalty: 3408.696777
	Iteration 95Q: 3 clusters Score -1758656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -1758656.125000 Penalty: 3408.696777
	Iteration 96Q: 3 clusters Score -1758656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -1758658.625000 Penalty: 3408.696777
	Iteration 97Q: 3 clusters Score -1758659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -1758661.500000 Penalty: 3408.696777
	Iteration 98Q: 3 clusters Score -1758662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -1758660.500000 Penalty: 3408.696777
	Iteration 99Q: 3 clusters Score -1758660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -1758658.250000 Penalty: 3408.696777
	Iteration 100F: 3 clusters Score -1758658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -1758661.250000 Penalty: 3408.696777
	Iteration 101Q: 3 clusters Score -1758661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -1758661.375000 Penalty: 3408.696777
	Iteration 102Q: 3 clusters Score -1758661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -1758661.875000 Penalty: 3408.696777
	Iteration 103Q: 3 clusters Score -1758662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -1758663.000000 Penalty: 3408.696777
	Iteration 104Q: 3 clusters Score -1758663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -1758663.000000 Penalty: 3408.696777
	Iteration 105F: 3 clusters Score -1758663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 289928 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 6 contains 9825 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3161 members 
Mstep: Class 11 contains 4195 members 
Mstep: Class 12 contains 14337 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 97495 members 
Mstep: Class 15 contains 72929 members 
Mstep: Class 16 contains 9958 members 
Mstep: Class 17 contains 248448 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 20 contains 35893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507016.000000 Penalty: 35363.035156
Iteration 119Q: 17 clusters Score -3.750702e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 289963 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 6 contains 9825 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3160 members 
Mstep: Class 11 contains 4192 members 
Mstep: Class 12 contains 14339 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 97478 members 
Mstep: Class 15 contains 72930 members 
Mstep: Class 16 contains 9958 members 
Mstep: Class 17 contains 248428 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 20 contains 35895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507012.000000 Penalty: 35363.035156
Iteration 120F: 17 clusters Score -3.750701e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 289986 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 6 contains 9825 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3159 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 97475 members 
Mstep: Class 15 contains 72930 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 248407 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 20 contains 35895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507044.000000 Penalty: 35363.035156
Iteration 121Q: 17 clusters Score -3.750704e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 290010 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5187 members 
Mstep: Class 6 contains 9825 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 4192 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 97467 members 
Mstep: Class 15 contains 72931 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 248384 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 20 contains 35897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507032.000000 Penalty: 35363.035156
Iteration 122Q: 17 clusters Score -3.750703e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290042 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 6 contains 9824 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 14350 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 97461 members 
Mstep: Class 15 contains 72929 members 
Mstep: Class 16 contains 9958 members 
Mstep: Class 17 contains 248347 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 20 contains 35900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507064.000000 Penalty: 35363.035156
Iteration 123Q: 17 clusters Score -3.750706e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 290066 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 14358 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 97458 members 
Mstep: Class 15 contains 72936 members 
Mstep: Class 16 contains 9958 members 
Mstep: Class 17 contains 248302 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 20 contains 35899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507048.000000 Penalty: 35363.035156
Iteration 124Q: 17 clusters Score -3.750705e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 290083 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 97453 members 
Mstep: Class 15 contains 72935 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 248271 members 
Mstep: Class 18 contains 4735 members 
Mstep: Class 20 contains 35901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507036.000000 Penalty: 35363.035156
Iteration 125Q: 17 clusters Score -3.750704e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 290098 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 6 contains 9822 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 14378 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 97453 members 
Mstep: Class 15 contains 72937 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 248239 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 20 contains 35902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507028.000000 Penalty: 35363.035156
Iteration 126Q: 17 clusters Score -3.750703e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 290107 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 1807 members 
Mstep: Class 14 contains 97457 members 
Mstep: Class 15 contains 72946 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 248210 members 
Mstep: Class 18 contains 4724 members 
Mstep: Class 20 contains 35903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507016.000000 Penalty: 35363.035156
Iteration 127Q: 17 clusters Score -3.750702e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 290116 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 6 contains 9824 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4194 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 97453 members 
Mstep: Class 15 contains 72956 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 248183 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 20 contains 35904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507048.000000 Penalty: 35363.035156
Iteration 128Q: 17 clusters Score -3.750705e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 290123 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 6 contains 9828 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4195 members 
Mstep: Class 12 contains 14392 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 97454 members 
Mstep: Class 15 contains 72961 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 248159 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 20 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507044.000000 Penalty: 35363.035156
Iteration 129Q: 17 clusters Score -3.750704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 290130 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 97457 members 
Mstep: Class 15 contains 72968 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 248139 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 20 contains 35907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507080.000000 Penalty: 35363.035156
Iteration 130Q: 17 clusters Score -3.750708e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 290149 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 1811 members 
Mstep: Class 14 contains 97469 members 
Mstep: Class 15 contains 72976 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 248109 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 20 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507076.000000 Penalty: 35363.035156
Iteration 131Q: 17 clusters Score -3.750708e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 290176 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 1810 members 
Mstep: Class 14 contains 97460 members 
Mstep: Class 15 contains 72990 members 
Mstep: Class 16 contains 9955 members 
Mstep: Class 17 contains 248074 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 20 contains 35903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507076.000000 Penalty: 35363.035156
Iteration 132Q: 17 clusters Score -3.750708e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 290192 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14409 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 97466 members 
Mstep: Class 15 contains 73007 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 248032 members 
Mstep: Class 18 contains 4712 members 
Mstep: Class 20 contains 35904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507072.000000 Penalty: 35363.035156
Iteration 133Q: 17 clusters Score -3.750707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 290204 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 97471 members 
Mstep: Class 15 contains 73023 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 247993 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507096.000000 Penalty: 35363.035156
Iteration 134Q: 17 clusters Score -3.75071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 290220 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 97474 members 
Mstep: Class 15 contains 73034 members 
Mstep: Class 16 contains 9952 members 
Mstep: Class 17 contains 247965 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507080.000000 Penalty: 35363.035156
Iteration 135Q: 17 clusters Score -3.750708e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 290231 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14411 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 97482 members 
Mstep: Class 15 contains 73048 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247933 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507024.000000 Penalty: 35363.035156
Iteration 136Q: 17 clusters Score -3.750702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290252 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 97485 members 
Mstep: Class 15 contains 73052 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247906 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506996.000000 Penalty: 35363.035156
Iteration 137Q: 17 clusters Score -3.7507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290263 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 97487 members 
Mstep: Class 15 contains 73059 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247879 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506980.000000 Penalty: 35363.035156
Iteration 138Q: 17 clusters Score -3.750698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 290276 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9834 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 97487 members 
Mstep: Class 15 contains 73067 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247852 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507008.000000 Penalty: 35363.035156
Iteration 139Q: 17 clusters Score -3.750701e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290283 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9834 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 97488 members 
Mstep: Class 15 contains 73074 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247830 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507048.000000 Penalty: 35363.035156
Iteration 140F: 17 clusters Score -3.750705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 290296 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 97491 members 
Mstep: Class 15 contains 73088 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247799 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507068.000000 Penalty: 35363.035156
Iteration 141Q: 17 clusters Score -3.750707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290310 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97489 members 
Mstep: Class 15 contains 73099 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247771 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507052.000000 Penalty: 35363.035156
Iteration 142Q: 17 clusters Score -3.750705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290316 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97487 members 
Mstep: Class 15 contains 73105 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247760 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507040.000000 Penalty: 35363.035156
Iteration 143Q: 17 clusters Score -3.750704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290323 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9834 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97485 members 
Mstep: Class 15 contains 73114 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247747 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507056.000000 Penalty: 35363.035156
Iteration 144Q: 17 clusters Score -3.750706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290333 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97484 members 
Mstep: Class 15 contains 73121 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247730 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507048.000000 Penalty: 35363.035156
Iteration 145Q: 17 clusters Score -3.750705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290344 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97484 members 
Mstep: Class 15 contains 73135 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247705 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 20 contains 35908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507064.000000 Penalty: 35363.035156
Iteration 146Q: 17 clusters Score -3.750706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290356 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97482 members 
Mstep: Class 15 contains 73153 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247676 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 20 contains 35909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507048.000000 Penalty: 35363.035156
Iteration 147Q: 17 clusters Score -3.750705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290373 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14409 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97481 members 
Mstep: Class 15 contains 73176 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 247637 members 
Mstep: Class 18 contains 4715 members 
Mstep: Class 20 contains 35910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507052.000000 Penalty: 35363.035156
Iteration 148Q: 17 clusters Score -3.750705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290391 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97482 members 
Mstep: Class 15 contains 73197 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 247597 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507068.000000 Penalty: 35363.035156
Iteration 149Q: 17 clusters Score -3.750707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290406 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97486 members 
Mstep: Class 15 contains 73216 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 247556 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507080.000000 Penalty: 35363.035156
Iteration 150Q: 17 clusters Score -3.750708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290420 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97478 members 
Mstep: Class 15 contains 73230 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247528 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507088.000000 Penalty: 35363.035156
Iteration 151Q: 17 clusters Score -3.750709e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290431 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14409 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 97480 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247500 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507084.000000 Penalty: 35363.035156
Iteration 152Q: 17 clusters Score -3.750708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290439 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 97484 members 
Mstep: Class 15 contains 73251 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247479 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507124.000000 Penalty: 35363.035156
Iteration 153Q: 17 clusters Score -3.750712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290446 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14413 members 
Mstep: Class 13 contains 1817 members 
Mstep: Class 14 contains 97485 members 
Mstep: Class 15 contains 73261 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247459 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507132.000000 Penalty: 35363.035156
Iteration 154Q: 17 clusters Score -3.750713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290452 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9838 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 97485 members 
Mstep: Class 15 contains 73268 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247440 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507148.000000 Penalty: 35363.035156
Iteration 155Q: 17 clusters Score -3.750715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 290459 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 1822 members 
Mstep: Class 14 contains 97480 members 
Mstep: Class 15 contains 73274 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247428 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507140.000000 Penalty: 35363.035156
Iteration 156Q: 17 clusters Score -3.750714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 290467 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97478 members 
Mstep: Class 15 contains 73275 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247421 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507160.000000 Penalty: 35363.035156
Iteration 157Q: 17 clusters Score -3.750716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290474 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97477 members 
Mstep: Class 15 contains 73277 members 
Mstep: Class 16 contains 9952 members 
Mstep: Class 17 contains 247411 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507160.000000 Penalty: 35363.035156
Iteration 158Q: 17 clusters Score -3.750716e+07 nChanged 15
Entering ConstructFrom: 
Score: -37507160.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (4093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Entering Unmasked Estep 
Score: -198724.859375 Penalty: 1351.517944
	Iteration 0F: 2 clusters Score -198724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -195324.640625 Penalty: 2703.035889
	Iteration 0F: 3 clusters Score -195324.6 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -196217.093750 Penalty: 2703.035889
	Iteration 1F: 3 clusters Score -196217.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -196375.687500 Penalty: 2703.035889
	Iteration 2F: 3 clusters Score -196375.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -196509.546875 Penalty: 2703.035889
	Iteration 3F: 3 clusters Score -196509.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -196629.781250 Penalty: 2703.035889
	Iteration 4Q: 3 clusters Score -196629.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -196755.140625 Penalty: 2703.035889
	Iteration 5Q: 3 clusters Score -196755.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -196872.015625 Penalty: 2703.035889
	Iteration 6Q: 3 clusters Score -196872 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -196983.093750 Penalty: 2703.035889
	Iteration 7Q: 3 clusters Score -196983.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -197080.265625 Penalty: 2703.035889
	Iteration 8Q: 3 clusters Score -197080.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -197169.578125 Penalty: 2703.035889
	Iteration 9Q: 3 clusters Score -197169.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -197262.562500 Penalty: 2703.035889
	Iteration 10Q: 3 clusters Score -197262.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197349.000000 Penalty: 2703.035889
	Iteration 11Q: 3 clusters Score -197349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -197427.843750 Penalty: 2703.035889
	Iteration 12Q: 3 clusters Score -197427.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -197496.093750 Penalty: 2703.035889
	Iteration 13Q: 3 clusters Score -197496.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -197529.234375 Penalty: 2703.035889
	Iteration 14Q: 3 clusters Score -197529.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -197558.906250 Penalty: 2703.035889
	Iteration 15Q: 3 clusters Score -197558.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -197587.171875 Penalty: 2703.035889
	Iteration 16Q: 3 clusters Score -197587.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -197608.578125 Penalty: 2703.035889
	Iteration 17Q: 3 clusters Score -197608.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -197622.375000 Penalty: 2703.035889
	Iteration 18Q: 3 clusters Score -197622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -197627.718750 Penalty: 2703.035889
	Iteration 19Q: 3 clusters Score -197627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -197636.031250 Penalty: 2703.035889
	Iteration 20F: 3 clusters Score -197636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -197644.359375 Penalty: 2703.035889
	Iteration 21Q: 3 clusters Score -197644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -197648.359375 Penalty: 2703.035889
	Iteration 22Q: 3 clusters Score -197648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -197649.703125 Penalty: 2703.035889
	Iteration 23Q: 3 clusters Score -197649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -197650.515625 Penalty: 2703.035889
	Iteration 24Q: 3 clusters Score -197650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -197650.593750 Penalty: 2703.035889
	Iteration 25Q: 3 clusters Score -197650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -197652.671875 Penalty: 2703.035889
	Iteration 26Q: 3 clusters Score -197652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -197657.421875 Penalty: 2703.035889
	Iteration 27Q: 3 clusters Score -197657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -197661.234375 Penalty: 2703.035889
	Iteration 28Q: 3 clusters Score -197661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -197665.046875 Penalty: 2703.035889
	Iteration 29Q: 3 clusters Score -197665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -197668.015625 Penalty: 2703.035889
	Iteration 30Q: 3 clusters Score -197668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -197670.468750 Penalty: 2703.035889
	Iteration 31Q: 3 clusters Score -197670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -197672.062500 Penalty: 2703.035889
	Iteration 32Q: 3 clusters Score -197672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -197672.437500 Penalty: 2703.035889
	Iteration 33Q: 3 clusters Score -197672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -197672.328125 Penalty: 2703.035889
	Iteration 34Q: 3 clusters Score -197672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -197673.406250 Penalty: 2703.035889
	Iteration 35Q: 3 clusters Score -197673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -197674.515625 Penalty: 2703.035889
	Iteration 36Q: 3 clusters Score -197674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -197674.515625 Penalty: 2703.035889
	Iteration 37F: 3 clusters Score -197674.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (290475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290475 members 
Entering Unmasked Estep 
Score: -14072938.000000 Penalty: 2044.131958
	Iteration 0F: 2 clusters Score -1.407294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 144999 members 
Entering Unmasked Estep 
Score: -13876899.000000 Penalty: 4088.263916
	Iteration 0F: 3 clusters Score -1.38769e+07 nChanged 141482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -13961432.000000 Penalty: 4088.263916
	Iteration 1F: 3 clusters Score -1.396143e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160659 members 
Mstep: Class 2 contains 129816 members 
Entering Unmasked Estep 
Score: -13963469.000000 Penalty: 4088.263916
	Iteration 2Q: 3 clusters Score -1.396347e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -13966969.000000 Penalty: 4088.263916
	Iteration 3Q: 3 clusters Score -1.396697e+07 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183804 members 
Mstep: Class 2 contains 106671 members 
Entering Unmasked Estep 
Score: -13973751.000000 Penalty: 4088.263916
	Iteration 4F: 3 clusters Score -1.397375e+07 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203915 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -13986818.000000 Penalty: 4088.263916
	Iteration 5F: 3 clusters Score -1.398682e+07 nChanged 25984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229849 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -14008906.000000 Penalty: 4088.263916
	Iteration 6F: 3 clusters Score -1.400891e+07 nChanged 27505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257348 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -14037059.000000 Penalty: 4088.263916
	Iteration 7F: 3 clusters Score -1.403706e+07 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277799 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -14058884.000000 Penalty: 4088.263916
	Iteration 8F: 3 clusters Score -1.405888e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287062 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -14067987.000000 Penalty: 4088.263916
	Iteration 9Q: 3 clusters Score -1.406799e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289625 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -14070365.000000 Penalty: 4088.263916
	Iteration 10Q: 3 clusters Score -1.407036e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290165 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14070894.000000 Penalty: 4088.263916
	Iteration 11Q: 3 clusters Score -1.407089e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290260 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14071019.000000 Penalty: 4088.263916
	Iteration 12Q: 3 clusters Score -1.407102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290288 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14071077.000000 Penalty: 4088.263916
	Iteration 13Q: 3 clusters Score -1.407108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290301 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14071108.000000 Penalty: 4088.263916
	Iteration 14Q: 3 clusters Score -1.407111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290308 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14071131.000000 Penalty: 4088.263916
	Iteration 15Q: 3 clusters Score -1.407113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290309 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14071143.000000 Penalty: 4088.263916
	Iteration 16Q: 3 clusters Score -1.407114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290312 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14071138.000000 Penalty: 4088.263916
	Iteration 17Q: 3 clusters Score -1.407114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290311 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14071145.000000 Penalty: 4088.263916
	Iteration 18Q: 3 clusters Score -1.407114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290311 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14071145.000000 Penalty: 4088.263916
	Iteration 19F: 3 clusters Score -1.407114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -168054.609375 Penalty: 1324.966187
	Iteration 0F: 2 clusters Score -168054.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -165029.421875 Penalty: 2649.932373
	Iteration 0F: 3 clusters Score -165029.4 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -165889.703125 Penalty: 2649.932373
	Iteration 1F: 3 clusters Score -165889.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -166184.484375 Penalty: 2649.932373
	Iteration 2F: 3 clusters Score -166184.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -166371.406250 Penalty: 2649.932373
	Iteration 3F: 3 clusters Score -166371.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -166491.859375 Penalty: 2649.932373
	Iteration 4F: 3 clusters Score -166491.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -166597.140625 Penalty: 2649.932373
	Iteration 5Q: 3 clusters Score -166597.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -166684.578125 Penalty: 2649.932373
	Iteration 6Q: 3 clusters Score -166684.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -166745.828125 Penalty: 2649.932373
	Iteration 7Q: 3 clusters Score -166745.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -166792.937500 Penalty: 2649.932373
	Iteration 8Q: 3 clusters Score -166792.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -166835.203125 Penalty: 2649.932373
	Iteration 9Q: 3 clusters Score -166835.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -166880.125000 Penalty: 2649.932373
	Iteration 10Q: 3 clusters Score -166880.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -166916.640625 Penalty: 2649.932373
	Iteration 11Q: 3 clusters Score -166916.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -166947.015625 Penalty: 2649.932373
	Iteration 12Q: 3 clusters Score -166947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -166974.437500 Penalty: 2649.932373
	Iteration 13Q: 3 clusters Score -166974.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -167000.203125 Penalty: 2649.932373
	Iteration 14Q: 3 clusters Score -167000.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -167015.546875 Penalty: 2649.932373
	Iteration 15Q: 3 clusters Score -167015.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -167024.156250 Penalty: 2649.932373
	Iteration 16Q: 3 clusters Score -167024.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -167031.968750 Penalty: 2649.932373
	Iteration 17Q: 3 clusters Score -167032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -167037.546875 Penalty: 2649.932373
	Iteration 18Q: 3 clusters Score -167037.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -167043.687500 Penalty: 2649.932373
	Iteration 19Q: 3 clusters Score -167043.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -167050.218750 Penalty: 2649.932373
	Iteration 20F: 3 clusters Score -167050.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -167055.390625 Penalty: 2649.932373
	Iteration 21Q: 3 clusters Score -167055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -167060.828125 Penalty: 2649.932373
	Iteration 22Q: 3 clusters Score -167060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -167065.359375 Penalty: 2649.932373
	Iteration 23Q: 3 clusters Score -167065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -167066.281250 Penalty: 2649.932373
	Iteration 24Q: 3 clusters Score -167066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -167067.875000 Penalty: 2649.932373
	Iteration 25Q: 3 clusters Score -167067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -167070.093750 Penalty: 2649.932373
	Iteration 26Q: 3 clusters Score -167070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -167072.703125 Penalty: 2649.932373
	Iteration 27Q: 3 clusters Score -167072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167073.500000 Penalty: 2649.932373
	Iteration 28Q: 3 clusters Score -167073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -167075.093750 Penalty: 2649.932373
	Iteration 29Q: 3 clusters Score -167075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -167075.796875 Penalty: 2649.932373
	Iteration 30Q: 3 clusters Score -167075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -167076.812500 Penalty: 2649.932373
	Iteration 31Q: 3 clusters Score -167076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167078.015625 Penalty: 2649.932373
	Iteration 32Q: 3 clusters Score -167078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -167078.140625 Penalty: 2649.932373
	Iteration 33Q: 3 clusters Score -167078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -167078.140625 Penalty: 2649.932373
	Iteration 34F: 3 clusters Score -167078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -255436.156250 Penalty: 1390.292114
	Iteration 0F: 2 clusters Score -255436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -251330.968750 Penalty: 2780.584229
	Iteration 0F: 3 clusters Score -251331 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -252801.625000 Penalty: 2780.584229
	Iteration 1F: 3 clusters Score -252801.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -253336.421875 Penalty: 2780.584229
	Iteration 2F: 3 clusters Score -253336.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -253794.343750 Penalty: 2780.584229
	Iteration 3F: 3 clusters Score -253794.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -254232.921875 Penalty: 2780.584229
	Iteration 4F: 3 clusters Score -254232.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -254586.265625 Penalty: 2780.584229
	Iteration 5F: 3 clusters Score -254586.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -254807.015625 Penalty: 2780.584229
	Iteration 6Q: 3 clusters Score -254807 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -254915.171875 Penalty: 2780.584229
	Iteration 7Q: 3 clusters Score -254915.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -254980.390625 Penalty: 2780.584229
	Iteration 8Q: 3 clusters Score -254980.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -255013.562500 Penalty: 2780.584229
	Iteration 9Q: 3 clusters Score -255013.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -255029.625000 Penalty: 2780.584229
	Iteration 10Q: 3 clusters Score -255029.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -255039.203125 Penalty: 2780.584229
	Iteration 11Q: 3 clusters Score -255039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -255043.562500 Penalty: 2780.584229
	Iteration 12Q: 3 clusters Score -255043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -255046.890625 Penalty: 2780.584229
	Iteration 13Q: 3 clusters Score -255046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -255051.484375 Penalty: 2780.584229
	Iteration 14Q: 3 clusters Score -255051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -255053.593750 Penalty: 2780.584229
	Iteration 15Q: 3 clusters Score -255053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -255055.421875 Penalty: 2780.584229
	Iteration 16Q: 3 clusters Score -255055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -255059.375000 Penalty: 2780.584229
	Iteration 17Q: 3 clusters Score -255059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -255063.843750 Penalty: 2780.584229
	Iteration 18Q: 3 clusters Score -255063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -255065.218750 Penalty: 2780.584229
	Iteration 19Q: 3 clusters Score -255065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -255066.875000 Penalty: 2780.584229
	Iteration 20F: 3 clusters Score -255066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -255068.484375 Penalty: 2780.584229
	Iteration 21Q: 3 clusters Score -255068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -255070.515625 Penalty: 2780.584229
	Iteration 22Q: 3 clusters Score -255070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -255073.093750 Penalty: 2780.584229
	Iteration 23Q: 3 clusters Score -255073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -255073.843750 Penalty: 2780.584229
	Iteration 24Q: 3 clusters Score -255073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -255075.593750 Penalty: 2780.584229
	Iteration 25Q: 3 clusters Score -255075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -255076.031250 Penalty: 2780.584229
	Iteration 26Q: 3 clusters Score -255076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -255076.031250 Penalty: 2780.584229
	Iteration 27F: 3 clusters Score -255076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Entering Unmasked Estep 
Score: -483425.093750 Penalty: 1494.009644
	Iteration 0F: 2 clusters Score -483425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -476254.562500 Penalty: 2988.019287
	Iteration 0F: 3 clusters Score -476254.6 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -478554.000000 Penalty: 2988.019287
	Iteration 1F: 3 clusters Score -478554 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -478787.500000 Penalty: 2988.019287
	Iteration 2F: 3 clusters Score -478787.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -478970.656250 Penalty: 2988.019287
	Iteration 3Q: 3 clusters Score -478970.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -479124.343750 Penalty: 2988.019287
	Iteration 4Q: 3 clusters Score -479124.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -479260.093750 Penalty: 2988.019287
	Iteration 5Q: 3 clusters Score -479260.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -479376.562500 Penalty: 2988.019287
	Iteration 6Q: 3 clusters Score -479376.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -479497.656250 Penalty: 2988.019287
	Iteration 7Q: 3 clusters Score -479497.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -479627.406250 Penalty: 2988.019287
	Iteration 8Q: 3 clusters Score -479627.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -479790.093750 Penalty: 2988.019287
	Iteration 9Q: 3 clusters Score -479790.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -479991.531250 Penalty: 2988.019287
	Iteration 10Q: 3 clusters Score -479991.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -480213.687500 Penalty: 2988.019287
	Iteration 11Q: 3 clusters Score -480213.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -480510.031250 Penalty: 2988.019287
	Iteration 12Q: 3 clusters Score -480510 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -480829.437500 Penalty: 2988.019287
	Iteration 13Q: 3 clusters Score -480829.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -481112.531250 Penalty: 2988.019287
	Iteration 14Q: 3 clusters Score -481112.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -481364.218750 Penalty: 2988.019287
	Iteration 15Q: 3 clusters Score -481364.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -481576.312500 Penalty: 2988.019287
	Iteration 16Q: 3 clusters Score -481576.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -481764.593750 Penalty: 2988.019287
	Iteration 17Q: 3 clusters Score -481764.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -481876.812500 Penalty: 2988.019287
	Iteration 18Q: 3 clusters Score -481876.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -481967.937500 Penalty: 2988.019287
	Iteration 19Q: 3 clusters Score -481967.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -482037.875000 Penalty: 2988.019287
	Iteration 20F: 3 clusters Score -482037.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -482088.875000 Penalty: 2988.019287
	Iteration 21Q: 3 clusters Score -482088.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -482123.906250 Penalty: 2988.019287
	Iteration 22Q: 3 clusters Score -482123.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -482141.437500 Penalty: 2988.019287
	Iteration 23Q: 3 clusters Score -482141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -482155.968750 Penalty: 2988.019287
	Iteration 24Q: 3 clusters Score -482156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -482171.375000 Penalty: 2988.019287
	Iteration 25Q: 3 clusters Score -482171.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -482188.437500 Penalty: 2988.019287
	Iteration 26Q: 3 clusters Score -482188.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -482201.593750 Penalty: 2988.019287
	Iteration 27Q: 3 clusters Score -482201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -482208.718750 Penalty: 2988.019287
	Iteration 28Q: 3 clusters Score -482208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -482212.000000 Penalty: 2988.019287
	Iteration 29Q: 3 clusters Score -482212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -482212.593750 Penalty: 2988.019287
	Iteration 30Q: 3 clusters Score -482212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -482213.812500 Penalty: 2988.019287
	Iteration 31Q: 3 clusters Score -482213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -482213.812500 Penalty: 2988.019287
	Iteration 32F: 3 clusters Score -482213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -88199.195312 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -88199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -86283.812500 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -86283.81 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -86652.835938 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -86652.84 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -86740.421875 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -86740.42 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -86802.429688 Penalty: 2407.969238
	Iteration 3F: 3 clusters Score -86802.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -86840.281250 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -86840.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -86862.500000 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -86862.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -86875.273438 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -86875.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -86886.164062 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -86886.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -86894.289062 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -86894.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -86898.523438 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -86898.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -86901.054688 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -86901.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -86905.414062 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -86905.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -86910.109375 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -86910.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -86916.492188 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -86916.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -86922.281250 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -86922.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -86929.281250 Penalty: 2407.969238
	Iteration 15Q: 3 clusters Score -86929.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -86932.398438 Penalty: 2407.969238
	Iteration 16Q: 3 clusters Score -86932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -86934.367188 Penalty: 2407.969238
	Iteration 17Q: 3 clusters Score -86934.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -86935.578125 Penalty: 2407.969238
	Iteration 18Q: 3 clusters Score -86935.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -86937.234375 Penalty: 2407.969238
	Iteration 19Q: 3 clusters Score -86937.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -86938.429688 Penalty: 2407.969238
	Iteration 20F: 3 clusters Score -86938.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -86939.703125 Penalty: 2407.969238
	Iteration 21Q: 3 clusters Score -86939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -86941.460938 Penalty: 2407.969238
	Iteration 22Q: 3 clusters Score -86941.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -86942.671875 Penalty: 2407.969238
	Iteration 23Q: 3 clusters Score -86942.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -86942.671875 Penalty: 2407.969238
	Iteration 24F: 3 clusters Score -86942.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -151610.687500 Penalty: 1309.272339
	Iteration 0F: 2 clusters Score -151610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -148783.500000 Penalty: 2618.544678
	Iteration 0F: 3 clusters Score -148783.5 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -149433.656250 Penalty: 2618.544678
	Iteration 1F: 3 clusters Score -149433.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -149579.812500 Penalty: 2618.544678
	Iteration 2F: 3 clusters Score -149579.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -149665.750000 Penalty: 2618.544678
	Iteration 3F: 3 clusters Score -149665.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -149718.093750 Penalty: 2618.544678
	Iteration 4Q: 3 clusters Score -149718.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -149750.093750 Penalty: 2618.544678
	Iteration 5Q: 3 clusters Score -149750.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -149775.187500 Penalty: 2618.544678
	Iteration 6Q: 3 clusters Score -149775.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -149791.281250 Penalty: 2618.544678
	Iteration 7Q: 3 clusters Score -149791.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -149803.265625 Penalty: 2618.544678
	Iteration 8Q: 3 clusters Score -149803.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -149815.125000 Penalty: 2618.544678
	Iteration 9Q: 3 clusters Score -149815.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -149826.531250 Penalty: 2618.544678
	Iteration 10Q: 3 clusters Score -149826.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -149834.656250 Penalty: 2618.544678
	Iteration 11Q: 3 clusters Score -149834.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -149839.312500 Penalty: 2618.544678
	Iteration 12Q: 3 clusters Score -149839.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -149843.703125 Penalty: 2618.544678
	Iteration 13Q: 3 clusters Score -149843.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -149848.140625 Penalty: 2618.544678
	Iteration 14Q: 3 clusters Score -149848.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -149852.734375 Penalty: 2618.544678
	Iteration 15Q: 3 clusters Score -149852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -149856.859375 Penalty: 2618.544678
	Iteration 16Q: 3 clusters Score -149856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -149860.421875 Penalty: 2618.544678
	Iteration 17Q: 3 clusters Score -149860.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -149863.468750 Penalty: 2618.544678
	Iteration 18Q: 3 clusters Score -149863.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -149868.328125 Penalty: 2618.544678
	Iteration 19Q: 3 clusters Score -149868.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -149872.078125 Penalty: 2618.544678
	Iteration 20F: 3 clusters Score -149872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -149874.046875 Penalty: 2618.544678
	Iteration 21Q: 3 clusters Score -149874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -149875.656250 Penalty: 2618.544678
	Iteration 22Q: 3 clusters Score -149875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -149876.421875 Penalty: 2618.544678
	Iteration 23Q: 3 clusters Score -149876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -149877.750000 Penalty: 2618.544678
	Iteration 24Q: 3 clusters Score -149877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -149878.703125 Penalty: 2618.544678
	Iteration 25Q: 3 clusters Score -149878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -149879.531250 Penalty: 2618.544678
	Iteration 26Q: 3 clusters Score -149879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -149880.578125 Penalty: 2618.544678
	Iteration 27Q: 3 clusters Score -149880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -149881.171875 Penalty: 2618.544678
	Iteration 28Q: 3 clusters Score -149881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -149882.171875 Penalty: 2618.544678
	Iteration 29Q: 3 clusters Score -149882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -149883.609375 Penalty: 2618.544678
	Iteration 30Q: 3 clusters Score -149883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -149884.406250 Penalty: 2618.544678
	Iteration 31Q: 3 clusters Score -149884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -149884.406250 Penalty: 2618.544678
	Iteration 32F: 3 clusters Score -149884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -215051.281250 Penalty: 1355.556519
	Iteration 0F: 2 clusters Score -215051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -211603.500000 Penalty: 2711.113037
	Iteration 0F: 3 clusters Score -211603.5 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -212512.140625 Penalty: 2711.113037
	Iteration 1F: 3 clusters Score -212512.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -212646.296875 Penalty: 2711.113037
	Iteration 2F: 3 clusters Score -212646.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -212752.031250 Penalty: 2711.113037
	Iteration 3Q: 3 clusters Score -212752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -212817.171875 Penalty: 2711.113037
	Iteration 4Q: 3 clusters Score -212817.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -212864.578125 Penalty: 2711.113037
	Iteration 5Q: 3 clusters Score -212864.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -212909.250000 Penalty: 2711.113037
	Iteration 6Q: 3 clusters Score -212909.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -212953.031250 Penalty: 2711.113037
	Iteration 7Q: 3 clusters Score -212953 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -212990.125000 Penalty: 2711.113037
	Iteration 8Q: 3 clusters Score -212990.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -213029.125000 Penalty: 2711.113037
	Iteration 9Q: 3 clusters Score -213029.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -213065.437500 Penalty: 2711.113037
	Iteration 10Q: 3 clusters Score -213065.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -213092.218750 Penalty: 2711.113037
	Iteration 11Q: 3 clusters Score -213092.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -213123.640625 Penalty: 2711.113037
	Iteration 12Q: 3 clusters Score -213123.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -213157.765625 Penalty: 2711.113037
	Iteration 13Q: 3 clusters Score -213157.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -213196.625000 Penalty: 2711.113037
	Iteration 14Q: 3 clusters Score -213196.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -213248.984375 Penalty: 2711.113037
	Iteration 15Q: 3 clusters Score -213249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213298.921875 Penalty: 2711.113037
	Iteration 16Q: 3 clusters Score -213298.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -213342.546875 Penalty: 2711.113037
	Iteration 17Q: 3 clusters Score -213342.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -213395.453125 Penalty: 2711.113037
	Iteration 18Q: 3 clusters Score -213395.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213443.500000 Penalty: 2711.113037
	Iteration 19Q: 3 clusters Score -213443.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -213496.015625 Penalty: 2711.113037
	Iteration 20F: 3 clusters Score -213496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -213549.703125 Penalty: 2711.113037
	Iteration 21Q: 3 clusters Score -213549.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -213589.671875 Penalty: 2711.113037
	Iteration 22Q: 3 clusters Score -213589.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -213626.781250 Penalty: 2711.113037
	Iteration 23Q: 3 clusters Score -213626.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -213648.203125 Penalty: 2711.113037
	Iteration 24Q: 3 clusters Score -213648.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -213671.562500 Penalty: 2711.113037
	Iteration 25Q: 3 clusters Score -213671.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -213696.656250 Penalty: 2711.113037
	Iteration 26Q: 3 clusters Score -213696.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -213718.046875 Penalty: 2711.113037
	Iteration 27Q: 3 clusters Score -213718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -213734.375000 Penalty: 2711.113037
	Iteration 28Q: 3 clusters Score -213734.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -213748.218750 Penalty: 2711.113037
	Iteration 29Q: 3 clusters Score -213748.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -213761.921875 Penalty: 2711.113037
	Iteration 30Q: 3 clusters Score -213761.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -213774.734375 Penalty: 2711.113037
	Iteration 31Q: 3 clusters Score -213774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -213780.968750 Penalty: 2711.113037
	Iteration 32Q: 3 clusters Score -213781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -213786.281250 Penalty: 2711.113037
	Iteration 33Q: 3 clusters Score -213786.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -213790.875000 Penalty: 2711.113037
	Iteration 34Q: 3 clusters Score -213790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -213792.359375 Penalty: 2711.113037
	Iteration 35Q: 3 clusters Score -213792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -213792.984375 Penalty: 2711.113037
	Iteration 36Q: 3 clusters Score -213793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -213794.312500 Penalty: 2711.113037
	Iteration 37Q: 3 clusters Score -213794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -213796.078125 Penalty: 2711.113037
	Iteration 38Q: 3 clusters Score -213796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -213796.078125 Penalty: 2711.113037
	Iteration 39F: 3 clusters Score -213796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Entering Unmasked Estep 
Score: -705091.250000 Penalty: 1556.115234
	Iteration 0F: 2 clusters Score -705091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -695127.375000 Penalty: 3112.230469
	Iteration 0F: 3 clusters Score -695127.4 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -698779.687500 Penalty: 3112.230469
	Iteration 1F: 3 clusters Score -698779.7 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -699194.500000 Penalty: 3112.230469
	Iteration 2F: 3 clusters Score -699194.5 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -699570.250000 Penalty: 3112.230469
	Iteration 3F: 3 clusters Score -699570.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -699957.687500 Penalty: 3112.230469
	Iteration 4Q: 3 clusters Score -699957.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -700394.062500 Penalty: 3112.230469
	Iteration 5F: 3 clusters Score -700394.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -700920.625000 Penalty: 3112.230469
	Iteration 6F: 3 clusters Score -700920.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -701507.187500 Penalty: 3112.230469
	Iteration 7F: 3 clusters Score -701507.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -702068.062500 Penalty: 3112.230469
	Iteration 8F: 3 clusters Score -702068.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -702494.500000 Penalty: 3112.230469
	Iteration 9Q: 3 clusters Score -702494.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -702860.625000 Penalty: 3112.230469
	Iteration 10Q: 3 clusters Score -702860.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -703134.500000 Penalty: 3112.230469
	Iteration 11Q: 3 clusters Score -703134.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -703347.625000 Penalty: 3112.230469
	Iteration 12Q: 3 clusters Score -703347.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -703519.312500 Penalty: 3112.230469
	Iteration 13Q: 3 clusters Score -703519.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -703642.687500 Penalty: 3112.230469
	Iteration 14Q: 3 clusters Score -703642.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -703708.437500 Penalty: 3112.230469
	Iteration 15Q: 3 clusters Score -703708.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -703757.937500 Penalty: 3112.230469
	Iteration 16Q: 3 clusters Score -703757.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -703799.750000 Penalty: 3112.230469
	Iteration 17Q: 3 clusters Score -703799.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -703822.312500 Penalty: 3112.230469
	Iteration 18Q: 3 clusters Score -703822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -703841.875000 Penalty: 3112.230469
	Iteration 19Q: 3 clusters Score -703841.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -703854.125000 Penalty: 3112.230469
	Iteration 20F: 3 clusters Score -703854.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -703867.125000 Penalty: 3112.230469
	Iteration 21Q: 3 clusters Score -703867.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -703875.625000 Penalty: 3112.230469
	Iteration 22Q: 3 clusters Score -703875.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -703879.750000 Penalty: 3112.230469
	Iteration 23Q: 3 clusters Score -703879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -703882.375000 Penalty: 3112.230469
	Iteration 24Q: 3 clusters Score -703882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -703883.125000 Penalty: 3112.230469
	Iteration 25Q: 3 clusters Score -703883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -703887.875000 Penalty: 3112.230469
	Iteration 26Q: 3 clusters Score -703887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -703892.812500 Penalty: 3112.230469
	Iteration 27Q: 3 clusters Score -703892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -703894.937500 Penalty: 3112.230469
	Iteration 28Q: 3 clusters Score -703894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -703895.750000 Penalty: 3112.230469
	Iteration 29Q: 3 clusters Score -703895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -703896.875000 Penalty: 3112.230469
	Iteration 30Q: 3 clusters Score -703896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -703896.875000 Penalty: 3112.230469
	Iteration 31F: 3 clusters Score -703896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -95833.851562 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -95833.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -93837.046875 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -93837.05 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -94215.945312 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -94215.95 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -94306.500000 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -94306.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -94369.125000 Penalty: 2440.711914
	Iteration 3Q: 3 clusters Score -94369.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -94403.921875 Penalty: 2440.711914
	Iteration 4Q: 3 clusters Score -94403.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -94434.929688 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -94434.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -94453.585938 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -94453.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -94467.632812 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -94467.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -94476.765625 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -94476.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -94483.562500 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -94483.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94486.781250 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -94486.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -94490.406250 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -94490.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -94493.687500 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -94493.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -94495.796875 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -94495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -94497.687500 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -94497.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94500.773438 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -94500.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -94503.242188 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -94503.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -94505.250000 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -94505.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -94507.562500 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -94507.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -94508.937500 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -94508.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94509.656250 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -94509.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94510.625000 Penalty: 2440.711914
	Iteration 21Q: 3 clusters Score -94510.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -94511.992188 Penalty: 2440.711914
	Iteration 22Q: 3 clusters Score -94511.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -94513.125000 Penalty: 2440.711914
	Iteration 23Q: 3 clusters Score -94513.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -94514.468750 Penalty: 2440.711914
	Iteration 24Q: 3 clusters Score -94514.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -94515.601562 Penalty: 2440.711914
	Iteration 25Q: 3 clusters Score -94515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -94515.601562 Penalty: 2440.711914
	Iteration 26F: 3 clusters Score -94515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Entering Unmasked Estep 
Score: -4761150.500000 Penalty: 1866.697876
	Iteration 0F: 2 clusters Score -4761150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -4696061.000000 Penalty: 3733.395752
	Iteration 0F: 3 clusters Score -4696061 nChanged 46422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -4722575.500000 Penalty: 3733.395752
	Iteration 1F: 3 clusters Score -4722576 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -4723092.000000 Penalty: 3733.395752
	Iteration 2Q: 3 clusters Score -4723092 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -4723711.500000 Penalty: 3733.395752
	Iteration 3Q: 3 clusters Score -4723712 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -4724500.000000 Penalty: 3733.395752
	Iteration 4Q: 3 clusters Score -4724500 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -4725458.500000 Penalty: 3733.395752
	Iteration 5Q: 3 clusters Score -4725458 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4727063.500000 Penalty: 3733.395752
	Iteration 6Q: 3 clusters Score -4727064 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4729656.500000 Penalty: 3733.395752
	Iteration 7F: 3 clusters Score -4729656 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4733932.500000 Penalty: 3733.395752
	Iteration 8F: 3 clusters Score -4733932 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -4739913.000000 Penalty: 3733.395752
	Iteration 9F: 3 clusters Score -4739913 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4746140.000000 Penalty: 3733.395752
	Iteration 10F: 3 clusters Score -4746140 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4750720.500000 Penalty: 3733.395752
	Iteration 11F: 3 clusters Score -4750720 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4752662.500000 Penalty: 3733.395752
	Iteration 12Q: 3 clusters Score -4752662 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4753573.000000 Penalty: 3733.395752
	Iteration 13Q: 3 clusters Score -4753573 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4754233.000000 Penalty: 3733.395752
	Iteration 14Q: 3 clusters Score -4754233 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4754736.000000 Penalty: 3733.395752
	Iteration 15Q: 3 clusters Score -4754736 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4755306.500000 Penalty: 3733.395752
	Iteration 16Q: 3 clusters Score -4755306 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4755765.000000 Penalty: 3733.395752
	Iteration 17Q: 3 clusters Score -4755765 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4756173.000000 Penalty: 3733.395752
	Iteration 18Q: 3 clusters Score -4756173 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4756554.000000 Penalty: 3733.395752
	Iteration 19Q: 3 clusters Score -4756554 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -4756865.000000 Penalty: 3733.395752
	Iteration 20F: 3 clusters Score -4756865 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -4757130.500000 Penalty: 3733.395752
	Iteration 21Q: 3 clusters Score -4757130 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4757367.000000 Penalty: 3733.395752
	Iteration 22Q: 3 clusters Score -4757367 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -4757597.000000 Penalty: 3733.395752
	Iteration 23Q: 3 clusters Score -4757597 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -4757788.500000 Penalty: 3733.395752
	Iteration 24Q: 3 clusters Score -4757788 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -4757968.500000 Penalty: 3733.395752
	Iteration 25Q: 3 clusters Score -4757968 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -4758099.000000 Penalty: 3733.395752
	Iteration 26Q: 3 clusters Score -4758099 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4758225.000000 Penalty: 3733.395752
	Iteration 27Q: 3 clusters Score -4758225 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -4758295.000000 Penalty: 3733.395752
	Iteration 28Q: 3 clusters Score -4758295 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4758366.500000 Penalty: 3733.395752
	Iteration 29Q: 3 clusters Score -4758366 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -4758452.500000 Penalty: 3733.395752
	Iteration 30Q: 3 clusters Score -4758452 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4758526.000000 Penalty: 3733.395752
	Iteration 31Q: 3 clusters Score -4758526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -4758623.500000 Penalty: 3733.395752
	Iteration 32Q: 3 clusters Score -4758624 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4758686.500000 Penalty: 3733.395752
	Iteration 33Q: 3 clusters Score -4758686 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4758722.000000 Penalty: 3733.395752
	Iteration 34Q: 3 clusters Score -4758722 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4758774.500000 Penalty: 3733.395752
	Iteration 35Q: 3 clusters Score -4758774 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4758799.000000 Penalty: 3733.395752
	Iteration 36Q: 3 clusters Score -4758799 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4758851.500000 Penalty: 3733.395752
	Iteration 37Q: 3 clusters Score -4758852 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4758876.000000 Penalty: 3733.395752
	Iteration 38Q: 3 clusters Score -4758876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4758925.500000 Penalty: 3733.395752
	Iteration 39Q: 3 clusters Score -4758926 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4758953.000000 Penalty: 3733.395752
	Iteration 40F: 3 clusters Score -4758953 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4758983.000000 Penalty: 3733.395752
	Iteration 41Q: 3 clusters Score -4758983 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4759005.000000 Penalty: 3733.395752
	Iteration 42Q: 3 clusters Score -4759005 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4759033.500000 Penalty: 3733.395752
	Iteration 43Q: 3 clusters Score -4759034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4759036.500000 Penalty: 3733.395752
	Iteration 44Q: 3 clusters Score -4759036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4759047.500000 Penalty: 3733.395752
	Iteration 45Q: 3 clusters Score -4759048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4759056.000000 Penalty: 3733.395752
	Iteration 46Q: 3 clusters Score -4759056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4759065.000000 Penalty: 3733.395752
	Iteration 47Q: 3 clusters Score -4759065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4759074.500000 Penalty: 3733.395752
	Iteration 48Q: 3 clusters Score -4759074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4759080.000000 Penalty: 3733.395752
	Iteration 49Q: 3 clusters Score -4759080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4759100.500000 Penalty: 3733.395752
	Iteration 50Q: 3 clusters Score -4759100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4759103.000000 Penalty: 3733.395752
	Iteration 51Q: 3 clusters Score -4759103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4759113.000000 Penalty: 3733.395752
	Iteration 52Q: 3 clusters Score -4759113 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4759137.000000 Penalty: 3733.395752
	Iteration 53Q: 3 clusters Score -4759137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4759124.500000 Penalty: 3733.395752
	Iteration 54Q: 3 clusters Score -4759124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4759143.000000 Penalty: 3733.395752
	Iteration 55Q: 3 clusters Score -4759143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4759136.000000 Penalty: 3733.395752
	Iteration 56Q: 3 clusters Score -4759136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4759148.500000 Penalty: 3733.395752
	Iteration 57Q: 3 clusters Score -4759148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4759158.500000 Penalty: 3733.395752
	Iteration 58Q: 3 clusters Score -4759158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4759176.000000 Penalty: 3733.395752
	Iteration 59Q: 3 clusters Score -4759176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4759165.000000 Penalty: 3733.395752
	Iteration 60F: 3 clusters Score -4759165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4759183.000000 Penalty: 3733.395752
	Iteration 61Q: 3 clusters Score -4759183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4759190.000000 Penalty: 3733.395752
	Iteration 62Q: 3 clusters Score -4759190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4759193.500000 Penalty: 3733.395752
	Iteration 63Q: 3 clusters Score -4759194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4759201.000000 Penalty: 3733.395752
	Iteration 64Q: 3 clusters Score -4759201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4759209.000000 Penalty: 3733.395752
	Iteration 65Q: 3 clusters Score -4759209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94658 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4759213.500000 Penalty: 3733.395752
	Iteration 66Q: 3 clusters Score -4759214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4759222.000000 Penalty: 3733.395752
	Iteration 67Q: 3 clusters Score -4759222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4759243.500000 Penalty: 3733.395752
	Iteration 68Q: 3 clusters Score -4759244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4759253.000000 Penalty: 3733.395752
	Iteration 69Q: 3 clusters Score -4759253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4759260.000000 Penalty: 3733.395752
	Iteration 70Q: 3 clusters Score -4759260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4759269.500000 Penalty: 3733.395752
	Iteration 71Q: 3 clusters Score -4759270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4759272.000000 Penalty: 3733.395752
	Iteration 72Q: 3 clusters Score -4759272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4759272.500000 Penalty: 3733.395752
	Iteration 73Q: 3 clusters Score -4759272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94917 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4759274.000000 Penalty: 3733.395752
	Iteration 74Q: 3 clusters Score -4759274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4759276.000000 Penalty: 3733.395752
	Iteration 75Q: 3 clusters Score -4759276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4759280.500000 Penalty: 3733.395752
	Iteration 76Q: 3 clusters Score -4759280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4759286.000000 Penalty: 3733.395752
	Iteration 77Q: 3 clusters Score -4759286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95029 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4759290.500000 Penalty: 3733.395752
	Iteration 78Q: 3 clusters Score -4759290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4759299.000000 Penalty: 3733.395752
	Iteration 79Q: 3 clusters Score -4759299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4759296.500000 Penalty: 3733.395752
	Iteration 80F: 3 clusters Score -4759296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4759309.500000 Penalty: 3733.395752
	Iteration 81Q: 3 clusters Score -4759310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4759311.000000 Penalty: 3733.395752
	Iteration 82Q: 3 clusters Score -4759311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4759319.000000 Penalty: 3733.395752
	Iteration 83Q: 3 clusters Score -4759319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4759329.000000 Penalty: 3733.395752
	Iteration 84Q: 3 clusters Score -4759329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4759332.500000 Penalty: 3733.395752
	Iteration 85Q: 3 clusters Score -4759332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4759325.500000 Penalty: 3733.395752
	Iteration 86Q: 3 clusters Score -4759326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4759330.000000 Penalty: 3733.395752
	Iteration 87Q: 3 clusters Score -4759330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4759336.500000 Penalty: 3733.395752
	Iteration 88Q: 3 clusters Score -4759336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4759337.000000 Penalty: 3733.395752
	Iteration 89Q: 3 clusters Score -4759337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4759345.000000 Penalty: 3733.395752
	Iteration 90Q: 3 clusters Score -4759345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4759355.500000 Penalty: 3733.395752
	Iteration 91Q: 3 clusters Score -4759356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95404 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4759368.500000 Penalty: 3733.395752
	Iteration 92Q: 3 clusters Score -4759368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4759372.500000 Penalty: 3733.395752
	Iteration 93Q: 3 clusters Score -4759372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4759378.500000 Penalty: 3733.395752
	Iteration 94Q: 3 clusters Score -4759378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4759367.500000 Penalty: 3733.395752
	Iteration 95Q: 3 clusters Score -4759368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4759370.000000 Penalty: 3733.395752
	Iteration 96Q: 3 clusters Score -4759370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4759380.500000 Penalty: 3733.395752
	Iteration 97Q: 3 clusters Score -4759380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4759386.500000 Penalty: 3733.395752
	Iteration 98Q: 3 clusters Score -4759386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4759392.000000 Penalty: 3733.395752
	Iteration 99Q: 3 clusters Score -4759392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4759411.000000 Penalty: 3733.395752
	Iteration 100F: 3 clusters Score -4759411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4759415.500000 Penalty: 3733.395752
	Iteration 101Q: 3 clusters Score -4759416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4759422.500000 Penalty: 3733.395752
	Iteration 102Q: 3 clusters Score -4759422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4759421.000000 Penalty: 3733.395752
	Iteration 103Q: 3 clusters Score -4759421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4759443.000000 Penalty: 3733.395752
	Iteration 104Q: 3 clusters Score -4759443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4759443.500000 Penalty: 3733.395752
	Iteration 105Q: 3 clusters Score -4759444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4759443.000000 Penalty: 3733.395752
	Iteration 106Q: 3 clusters Score -4759443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4759446.500000 Penalty: 3733.395752
	Iteration 107Q: 3 clusters Score -4759446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4759446.000000 Penalty: 3733.395752
	Iteration 108Q: 3 clusters Score -4759446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4759440.500000 Penalty: 3733.395752
	Iteration 109Q: 3 clusters Score -4759440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4759447.000000 Penalty: 3733.395752
	Iteration 110Q: 3 clusters Score -4759447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4759454.000000 Penalty: 3733.395752
	Iteration 111Q: 3 clusters Score -4759454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4759452.500000 Penalty: 3733.395752
	Iteration 112Q: 3 clusters Score -4759452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4759454.500000 Penalty: 3733.395752
	Iteration 113Q: 3 clusters Score -4759454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4759457.000000 Penalty: 3733.395752
	Iteration 114Q: 3 clusters Score -4759457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4759453.000000 Penalty: 3733.395752
	Iteration 115Q: 3 clusters Score -4759453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4759459.500000 Penalty: 3733.395752
	Iteration 116Q: 3 clusters Score -4759460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4759453.000000 Penalty: 3733.395752
	Iteration 117Q: 3 clusters Score -4759453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4759462.000000 Penalty: 3733.395752
	Iteration 118Q: 3 clusters Score -4759462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4759465.000000 Penalty: 3733.395752
	Iteration 119Q: 3 clusters Score -4759465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4759463.500000 Penalty: 3733.395752
	Iteration 120F: 3 clusters Score -4759464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4759465.500000 Penalty: 3733.395752
	Iteration 121Q: 3 clusters Score -4759466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4759469.000000 Penalty: 3733.395752
	Iteration 122Q: 3 clusters Score -4759469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4759472.000000 Penalty: 3733.395752
	Iteration 123Q: 3 clusters Score -4759472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4759471.500000 Penalty: 3733.395752
	Iteration 124Q: 3 clusters Score -4759472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4759470.500000 Penalty: 3733.395752
	Iteration 125Q: 3 clusters Score -4759470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4759470.500000 Penalty: 3733.395752
	Iteration 126Q: 3 clusters Score -4759470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4759468.500000 Penalty: 3733.395752
	Iteration 127Q: 3 clusters Score -4759468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4759470.000000 Penalty: 3733.395752
	Iteration 128Q: 3 clusters Score -4759470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4759470.000000 Penalty: 3733.395752
	Iteration 129Q: 3 clusters Score -4759470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4759469.500000 Penalty: 3733.395752
	Iteration 130Q: 3 clusters Score -4759470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4759472.000000 Penalty: 3733.395752
	Iteration 131Q: 3 clusters Score -4759472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4759474.000000 Penalty: 3733.395752
	Iteration 132Q: 3 clusters Score -4759474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4759477.000000 Penalty: 3733.395752
	Iteration 133Q: 3 clusters Score -4759477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4759477.000000 Penalty: 3733.395752
	Iteration 134Q: 3 clusters Score -4759477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4759477.000000 Penalty: 3733.395752
	Iteration 135F: 3 clusters Score -4759477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Entering Unmasked Estep 
Score: -3512539.000000 Penalty: 1820.340942
	Iteration 0F: 2 clusters Score -3512539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -3463514.250000 Penalty: 3640.681885
	Iteration 0F: 3 clusters Score -3463514 nChanged 34865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -3483598.500000 Penalty: 3640.681885
	Iteration 1F: 3 clusters Score -3483598 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -3484274.250000 Penalty: 3640.681885
	Iteration 2Q: 3 clusters Score -3484274 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -3485157.250000 Penalty: 3640.681885
	Iteration 3Q: 3 clusters Score -3485157 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -3486582.000000 Penalty: 3640.681885
	Iteration 4Q: 3 clusters Score -3486582 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -3488882.500000 Penalty: 3640.681885
	Iteration 5F: 3 clusters Score -3488882 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -3492244.500000 Penalty: 3640.681885
	Iteration 6F: 3 clusters Score -3492244 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -3496539.000000 Penalty: 3640.681885
	Iteration 7F: 3 clusters Score -3496539 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -3500898.500000 Penalty: 3640.681885
	Iteration 8F: 3 clusters Score -3500898 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -3504268.750000 Penalty: 3640.681885
	Iteration 9F: 3 clusters Score -3504269 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -3506376.250000 Penalty: 3640.681885
	Iteration 10Q: 3 clusters Score -3506376 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -3507744.000000 Penalty: 3640.681885
	Iteration 11Q: 3 clusters Score -3507744 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -3508663.750000 Penalty: 3640.681885
	Iteration 12Q: 3 clusters Score -3508664 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -3509376.250000 Penalty: 3640.681885
	Iteration 13Q: 3 clusters Score -3509376 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -3509876.750000 Penalty: 3640.681885
	Iteration 14Q: 3 clusters Score -3509877 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -3510211.500000 Penalty: 3640.681885
	Iteration 15Q: 3 clusters Score -3510212 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -3510436.500000 Penalty: 3640.681885
	Iteration 16Q: 3 clusters Score -3510436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -3510612.750000 Penalty: 3640.681885
	Iteration 17Q: 3 clusters Score -3510613 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -3510755.750000 Penalty: 3640.681885
	Iteration 18Q: 3 clusters Score -3510756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -3510841.250000 Penalty: 3640.681885
	Iteration 19Q: 3 clusters Score -3510841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -3510880.000000 Penalty: 3640.681885
	Iteration 20F: 3 clusters Score -3510880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -3510919.750000 Penalty: 3640.681885
	Iteration 21Q: 3 clusters Score -3510920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -3510951.750000 Penalty: 3640.681885
	Iteration 22Q: 3 clusters Score -3510952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -3510980.500000 Penalty: 3640.681885
	Iteration 23Q: 3 clusters Score -3510980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -3510999.500000 Penalty: 3640.681885
	Iteration 24Q: 3 clusters Score -3511000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -3511016.750000 Penalty: 3640.681885
	Iteration 25Q: 3 clusters Score -3511017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -3511034.500000 Penalty: 3640.681885
	Iteration 26Q: 3 clusters Score -3511034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -3511050.250000 Penalty: 3640.681885
	Iteration 27Q: 3 clusters Score -3511050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -3511062.500000 Penalty: 3640.681885
	Iteration 28Q: 3 clusters Score -3511062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -3511063.750000 Penalty: 3640.681885
	Iteration 29Q: 3 clusters Score -3511064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -3511076.000000 Penalty: 3640.681885
	Iteration 30Q: 3 clusters Score -3511076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -3511077.750000 Penalty: 3640.681885
	Iteration 31Q: 3 clusters Score -3511078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -3511086.750000 Penalty: 3640.681885
	Iteration 32Q: 3 clusters Score -3511087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -3511093.250000 Penalty: 3640.681885
	Iteration 33Q: 3 clusters Score -3511093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -3511100.000000 Penalty: 3640.681885
	Iteration 34Q: 3 clusters Score -3511100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -3511100.000000 Penalty: 3640.681885
	Iteration 35Q: 3 clusters Score -3511100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -3511103.500000 Penalty: 3640.681885
	Iteration 36Q: 3 clusters Score -3511104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -3511102.250000 Penalty: 3640.681885
	Iteration 37Q: 3 clusters Score -3511102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -3511102.250000 Penalty: 3640.681885
	Iteration 38F: 3 clusters Score -3511102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Entering Unmasked Estep 
Score: -439641.218750 Penalty: 1495.882080
	Iteration 0F: 2 clusters Score -439641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -432398.468750 Penalty: 2991.764160
	Iteration 0F: 3 clusters Score -432398.5 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -434784.375000 Penalty: 2991.764160
	Iteration 1F: 3 clusters Score -434784.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -435118.437500 Penalty: 2991.764160
	Iteration 2F: 3 clusters Score -435118.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -435547.750000 Penalty: 2991.764160
	Iteration 3F: 3 clusters Score -435547.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -436235.906250 Penalty: 2991.764160
	Iteration 4F: 3 clusters Score -436235.9 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -436977.062500 Penalty: 2991.764160
	Iteration 5F: 3 clusters Score -436977.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -437586.562500 Penalty: 2991.764160
	Iteration 6F: 3 clusters Score -437586.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -438034.000000 Penalty: 2991.764160
	Iteration 7F: 3 clusters Score -438034 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -438351.593750 Penalty: 2991.764160
	Iteration 8Q: 3 clusters Score -438351.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -438560.500000 Penalty: 2991.764160
	Iteration 9Q: 3 clusters Score -438560.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -438731.906250 Penalty: 2991.764160
	Iteration 10Q: 3 clusters Score -438731.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -438855.906250 Penalty: 2991.764160
	Iteration 11Q: 3 clusters Score -438855.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -438925.250000 Penalty: 2991.764160
	Iteration 12Q: 3 clusters Score -438925.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -438992.062500 Penalty: 2991.764160
	Iteration 13Q: 3 clusters Score -438992.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -439069.906250 Penalty: 2991.764160
	Iteration 14Q: 3 clusters Score -439069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -439115.468750 Penalty: 2991.764160
	Iteration 15Q: 3 clusters Score -439115.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -439137.062500 Penalty: 2991.764160
	Iteration 16Q: 3 clusters Score -439137.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -439146.250000 Penalty: 2991.764160
	Iteration 17Q: 3 clusters Score -439146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -439151.000000 Penalty: 2991.764160
	Iteration 18Q: 3 clusters Score -439151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -439151.500000 Penalty: 2991.764160
	Iteration 19Q: 3 clusters Score -439151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -439151.906250 Penalty: 2991.764160
	Iteration 20F: 3 clusters Score -439151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -439152.250000 Penalty: 2991.764160
	Iteration 21Q: 3 clusters Score -439152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -439152.406250 Penalty: 2991.764160
	Iteration 22Q: 3 clusters Score -439152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -439154.375000 Penalty: 2991.764160
	Iteration 23Q: 3 clusters Score -439154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -439153.781250 Penalty: 2991.764160
	Iteration 24Q: 3 clusters Score -439153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -439155.156250 Penalty: 2991.764160
	Iteration 25Q: 3 clusters Score -439155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -439157.937500 Penalty: 2991.764160
	Iteration 26Q: 3 clusters Score -439157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -439157.750000 Penalty: 2991.764160
	Iteration 27Q: 3 clusters Score -439157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -439157.750000 Penalty: 2991.764160
	Iteration 28F: 3 clusters Score -439157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247403 members 
Entering Unmasked Estep 
Score: -11757184.000000 Penalty: 2018.050659
	Iteration 0F: 2 clusters Score -1.175718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -11590315.000000 Penalty: 4036.101318
	Iteration 0F: 3 clusters Score -1.159032e+07 nChanged 120192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -11661922.000000 Penalty: 4036.101318
	Iteration 1F: 3 clusters Score -1.166192e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128657 members 
Mstep: Class 2 contains 118746 members 
Entering Unmasked Estep 
Score: -11663479.000000 Penalty: 4036.101318
	Iteration 2Q: 3 clusters Score -1.166348e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 115903 members 
Entering Unmasked Estep 
Score: -11665341.000000 Penalty: 4036.101318
	Iteration 3Q: 3 clusters Score -1.166534e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135637 members 
Mstep: Class 2 contains 111766 members 
Entering Unmasked Estep 
Score: -11667770.000000 Penalty: 4036.101318
	Iteration 4Q: 3 clusters Score -1.166777e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -11671077.000000 Penalty: 4036.101318
	Iteration 5Q: 3 clusters Score -1.167108e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150480 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -11676160.000000 Penalty: 4036.101318
	Iteration 6Q: 3 clusters Score -1.167616e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162621 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -11683974.000000 Penalty: 4036.101318
	Iteration 7F: 3 clusters Score -1.168397e+07 nChanged 16784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178423 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -11696263.000000 Penalty: 4036.101318
	Iteration 8F: 3 clusters Score -1.169626e+07 nChanged 18407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196382 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -11712006.000000 Penalty: 4036.101318
	Iteration 9F: 3 clusters Score -1.171201e+07 nChanged 17116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213308 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -11728496.000000 Penalty: 4036.101318
	Iteration 10F: 3 clusters Score -1.17285e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225797 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -11740761.000000 Penalty: 4036.101318
	Iteration 11F: 3 clusters Score -1.174076e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233315 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -11747824.000000 Penalty: 4036.101318
	Iteration 12Q: 3 clusters Score -1.174782e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237498 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -11751486.000000 Penalty: 4036.101318
	Iteration 13Q: 3 clusters Score -1.175149e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239941 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -11753491.000000 Penalty: 4036.101318
	Iteration 14Q: 3 clusters Score -1.175349e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241398 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -11754601.000000 Penalty: 4036.101318
	Iteration 15Q: 3 clusters Score -1.17546e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242267 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -11755123.000000 Penalty: 4036.101318
	Iteration 16Q: 3 clusters Score -1.175512e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242894 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -11755501.000000 Penalty: 4036.101318
	Iteration 17Q: 3 clusters Score -1.17555e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243378 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -11755704.000000 Penalty: 4036.101318
	Iteration 18Q: 3 clusters Score -1.17557e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243737 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -11755843.000000 Penalty: 4036.101318
	Iteration 19Q: 3 clusters Score -1.175584e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244023 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -11755941.000000 Penalty: 4036.101318
	Iteration 20F: 3 clusters Score -1.175594e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244267 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -11756014.000000 Penalty: 4036.101318
	Iteration 21Q: 3 clusters Score -1.175601e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244465 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -11756076.000000 Penalty: 4036.101318
	Iteration 22Q: 3 clusters Score -1.175608e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244616 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -11756149.000000 Penalty: 4036.101318
	Iteration 23Q: 3 clusters Score -1.175615e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244738 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -11756200.000000 Penalty: 4036.101318
	Iteration 24Q: 3 clusters Score -1.17562e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244827 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -11756240.000000 Penalty: 4036.101318
	Iteration 25Q: 3 clusters Score -1.175624e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244889 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11756288.000000 Penalty: 4036.101318
	Iteration 26Q: 3 clusters Score -1.175629e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244939 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -11756302.000000 Penalty: 4036.101318
	Iteration 27Q: 3 clusters Score -1.17563e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244979 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -11756305.000000 Penalty: 4036.101318
	Iteration 28Q: 3 clusters Score -1.17563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245008 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -11756301.000000 Penalty: 4036.101318
	Iteration 29Q: 3 clusters Score -1.17563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245034 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -11756313.000000 Penalty: 4036.101318
	Iteration 30Q: 3 clusters Score -1.175631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245054 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -11756331.000000 Penalty: 4036.101318
	Iteration 31Q: 3 clusters Score -1.175633e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245078 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -11756333.000000 Penalty: 4036.101318
	Iteration 32Q: 3 clusters Score -1.175633e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245099 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -11756365.000000 Penalty: 4036.101318
	Iteration 33Q: 3 clusters Score -1.175636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245120 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -11756367.000000 Penalty: 4036.101318
	Iteration 34Q: 3 clusters Score -1.175637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245137 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -11756378.000000 Penalty: 4036.101318
	Iteration 35Q: 3 clusters Score -1.175638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245155 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -11756381.000000 Penalty: 4036.101318
	Iteration 36Q: 3 clusters Score -1.175638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245167 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11756384.000000 Penalty: 4036.101318
	Iteration 37Q: 3 clusters Score -1.175638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245182 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -11756380.000000 Penalty: 4036.101318
	Iteration 38Q: 3 clusters Score -1.175638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245195 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -11756375.000000 Penalty: 4036.101318
	Iteration 39Q: 3 clusters Score -1.175638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245213 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -11756377.000000 Penalty: 4036.101318
	Iteration 40F: 3 clusters Score -1.175638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245227 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -11756377.000000 Penalty: 4036.101318
	Iteration 41Q: 3 clusters Score -1.175638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245239 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -11756364.000000 Penalty: 4036.101318
	Iteration 42Q: 3 clusters Score -1.175636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245249 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11756376.000000 Penalty: 4036.101318
	Iteration 43Q: 3 clusters Score -1.175638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245258 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -11756377.000000 Penalty: 4036.101318
	Iteration 44Q: 3 clusters Score -1.175638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245260 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -11756374.000000 Penalty: 4036.101318
	Iteration 45Q: 3 clusters Score -1.175637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245272 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11756374.000000 Penalty: 4036.101318
	Iteration 46Q: 3 clusters Score -1.175637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245279 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -11756378.000000 Penalty: 4036.101318
	Iteration 47Q: 3 clusters Score -1.175638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245284 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -11756385.000000 Penalty: 4036.101318
	Iteration 48Q: 3 clusters Score -1.175638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245284 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -11756383.000000 Penalty: 4036.101318
	Iteration 49Q: 3 clusters Score -1.175638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245288 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -11756385.000000 Penalty: 4036.101318
	Iteration 50Q: 3 clusters Score -1.175638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245294 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11756389.000000 Penalty: 4036.101318
	Iteration 51Q: 3 clusters Score -1.175639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245298 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -11756389.000000 Penalty: 4036.101318
	Iteration 52Q: 3 clusters Score -1.175639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245305 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11756399.000000 Penalty: 4036.101318
	Iteration 53Q: 3 clusters Score -1.17564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245313 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11756405.000000 Penalty: 4036.101318
	Iteration 54Q: 3 clusters Score -1.17564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245320 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -11756397.000000 Penalty: 4036.101318
	Iteration 55Q: 3 clusters Score -1.17564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245326 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -11756404.000000 Penalty: 4036.101318
	Iteration 56Q: 3 clusters Score -1.17564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245333 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11756414.000000 Penalty: 4036.101318
	Iteration 57Q: 3 clusters Score -1.175641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245336 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -11756418.000000 Penalty: 4036.101318
	Iteration 58Q: 3 clusters Score -1.175642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245337 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11756418.000000 Penalty: 4036.101318
	Iteration 59Q: 3 clusters Score -1.175642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245339 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -11756415.000000 Penalty: 4036.101318
	Iteration 60F: 3 clusters Score -1.175642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245341 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11756408.000000 Penalty: 4036.101318
	Iteration 61Q: 3 clusters Score -1.175641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245342 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -11756410.000000 Penalty: 4036.101318
	Iteration 62Q: 3 clusters Score -1.175641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245341 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11756405.000000 Penalty: 4036.101318
	Iteration 63Q: 3 clusters Score -1.17564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245341 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11756405.000000 Penalty: 4036.101318
	Iteration 64F: 3 clusters Score -1.17564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -231521.937500 Penalty: 1374.541382
	Iteration 0F: 2 clusters Score -231521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -227701.140625 Penalty: 2749.082764
	Iteration 0F: 3 clusters Score -227701.1 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -228695.109375 Penalty: 2749.082764
	Iteration 1F: 3 clusters Score -228695.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -228835.671875 Penalty: 2749.082764
	Iteration 2F: 3 clusters Score -228835.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -228924.515625 Penalty: 2749.082764
	Iteration 3Q: 3 clusters Score -228924.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -228982.250000 Penalty: 2749.082764
	Iteration 4Q: 3 clusters Score -228982.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -229034.281250 Penalty: 2749.082764
	Iteration 5Q: 3 clusters Score -229034.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -229088.421875 Penalty: 2749.082764
	Iteration 6Q: 3 clusters Score -229088.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -229133.953125 Penalty: 2749.082764
	Iteration 7Q: 3 clusters Score -229134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -229182.421875 Penalty: 2749.082764
	Iteration 8Q: 3 clusters Score -229182.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -229217.609375 Penalty: 2749.082764
	Iteration 9Q: 3 clusters Score -229217.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -229244.984375 Penalty: 2749.082764
	Iteration 10Q: 3 clusters Score -229245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -229281.437500 Penalty: 2749.082764
	Iteration 11Q: 3 clusters Score -229281.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -229314.515625 Penalty: 2749.082764
	Iteration 12Q: 3 clusters Score -229314.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -229336.734375 Penalty: 2749.082764
	Iteration 13Q: 3 clusters Score -229336.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -229359.343750 Penalty: 2749.082764
	Iteration 14Q: 3 clusters Score -229359.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -229387.187500 Penalty: 2749.082764
	Iteration 15Q: 3 clusters Score -229387.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -229416.421875 Penalty: 2749.082764
	Iteration 16Q: 3 clusters Score -229416.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -229450.984375 Penalty: 2749.082764
	Iteration 17Q: 3 clusters Score -229451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -229496.718750 Penalty: 2749.082764
	Iteration 18Q: 3 clusters Score -229496.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -229551.406250 Penalty: 2749.082764
	Iteration 19Q: 3 clusters Score -229551.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -229603.093750 Penalty: 2749.082764
	Iteration 20F: 3 clusters Score -229603.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -229644.656250 Penalty: 2749.082764
	Iteration 21Q: 3 clusters Score -229644.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -229675.062500 Penalty: 2749.082764
	Iteration 22Q: 3 clusters Score -229675.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -229700.171875 Penalty: 2749.082764
	Iteration 23Q: 3 clusters Score -229700.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -229729.031250 Penalty: 2749.082764
	Iteration 24Q: 3 clusters Score -229729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -229762.109375 Penalty: 2749.082764
	Iteration 25Q: 3 clusters Score -229762.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229799.484375 Penalty: 2749.082764
	Iteration 26Q: 3 clusters Score -229799.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -229841.218750 Penalty: 2749.082764
	Iteration 27Q: 3 clusters Score -229841.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -229887.890625 Penalty: 2749.082764
	Iteration 28Q: 3 clusters Score -229887.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229929.468750 Penalty: 2749.082764
	Iteration 29Q: 3 clusters Score -229929.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229978.687500 Penalty: 2749.082764
	Iteration 30Q: 3 clusters Score -229978.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230022.000000 Penalty: 2749.082764
	Iteration 31Q: 3 clusters Score -230022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -230061.484375 Penalty: 2749.082764
	Iteration 32Q: 3 clusters Score -230061.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -230099.765625 Penalty: 2749.082764
	Iteration 33Q: 3 clusters Score -230099.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -230132.500000 Penalty: 2749.082764
	Iteration 34Q: 3 clusters Score -230132.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -230161.703125 Penalty: 2749.082764
	Iteration 35Q: 3 clusters Score -230161.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230187.390625 Penalty: 2749.082764
	Iteration 36Q: 3 clusters Score -230187.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -230208.656250 Penalty: 2749.082764
	Iteration 37Q: 3 clusters Score -230208.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -230227.906250 Penalty: 2749.082764
	Iteration 38Q: 3 clusters Score -230227.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -230245.031250 Penalty: 2749.082764
	Iteration 39Q: 3 clusters Score -230245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -230263.265625 Penalty: 2749.082764
	Iteration 40F: 3 clusters Score -230263.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -230279.953125 Penalty: 2749.082764
	Iteration 41Q: 3 clusters Score -230280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -230292.203125 Penalty: 2749.082764
	Iteration 42Q: 3 clusters Score -230292.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -230308.265625 Penalty: 2749.082764
	Iteration 43Q: 3 clusters Score -230308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -230321.437500 Penalty: 2749.082764
	Iteration 44Q: 3 clusters Score -230321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -230329.515625 Penalty: 2749.082764
	Iteration 45Q: 3 clusters Score -230329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -230337.078125 Penalty: 2749.082764
	Iteration 46Q: 3 clusters Score -230337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -230341.453125 Penalty: 2749.082764
	Iteration 47Q: 3 clusters Score -230341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -230343.234375 Penalty: 2749.082764
	Iteration 48Q: 3 clusters Score -230343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -230347.312500 Penalty: 2749.082764
	Iteration 49Q: 3 clusters Score -230347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -230350.171875 Penalty: 2749.082764
	Iteration 50Q: 3 clusters Score -230350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -230352.281250 Penalty: 2749.082764
	Iteration 51Q: 3 clusters Score -230352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -230352.281250 Penalty: 2749.082764
	Iteration 52F: 3 clusters Score -230352.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Entering Unmasked Estep 
Score: -1761136.750000 Penalty: 1704.465942
	Iteration 0F: 2 clusters Score -1761137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1737070.000000 Penalty: 3408.931885
	Iteration 0F: 3 clusters Score -1737070 nChanged 16698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1746363.125000 Penalty: 3408.931885
	Iteration 1F: 3 clusters Score -1746363 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1746759.875000 Penalty: 3408.931885
	Iteration 2Q: 3 clusters Score -1746760 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1747182.750000 Penalty: 3408.931885
	Iteration 3Q: 3 clusters Score -1747183 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1747723.000000 Penalty: 3408.931885
	Iteration 4Q: 3 clusters Score -1747723 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1748478.375000 Penalty: 3408.931885
	Iteration 5Q: 3 clusters Score -1748478 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1749682.875000 Penalty: 3408.931885
	Iteration 6F: 3 clusters Score -1749683 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1751578.500000 Penalty: 3408.931885
	Iteration 7F: 3 clusters Score -1751578 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1754087.125000 Penalty: 3408.931885
	Iteration 8F: 3 clusters Score -1754087 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1756463.625000 Penalty: 3408.931885
	Iteration 9F: 3 clusters Score -1756464 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1758196.500000 Penalty: 3408.931885
	Iteration 10Q: 3 clusters Score -1758196 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1759105.625000 Penalty: 3408.931885
	Iteration 11Q: 3 clusters Score -1759106 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1759516.500000 Penalty: 3408.931885
	Iteration 12Q: 3 clusters Score -1759516 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1759700.000000 Penalty: 3408.931885
	Iteration 13Q: 3 clusters Score -1759700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1759793.750000 Penalty: 3408.931885
	Iteration 14Q: 3 clusters Score -1759794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1759856.125000 Penalty: 3408.931885
	Iteration 15Q: 3 clusters Score -1759856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1759891.875000 Penalty: 3408.931885
	Iteration 16Q: 3 clusters Score -1759892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1759920.625000 Penalty: 3408.931885
	Iteration 17Q: 3 clusters Score -1759921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1759944.250000 Penalty: 3408.931885
	Iteration 18Q: 3 clusters Score -1759944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1759954.875000 Penalty: 3408.931885
	Iteration 19Q: 3 clusters Score -1759955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1759960.875000 Penalty: 3408.931885
	Iteration 20F: 3 clusters Score -1759961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1759972.375000 Penalty: 3408.931885
	Iteration 21Q: 3 clusters Score -1759972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1759984.125000 Penalty: 3408.931885
	Iteration 22Q: 3 clusters Score -1759984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1759987.875000 Penalty: 3408.931885
	Iteration 23Q: 3 clusters Score -1759988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1759994.250000 Penalty: 3408.931885
	Iteration 24Q: 3 clusters Score -1759994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1759995.000000 Penalty: 3408.931885
	Iteration 25Q: 3 clusters Score -1759995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1759996.750000 Penalty: 3408.931885
	Iteration 26Q: 3 clusters Score -1759997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1760000.000000 Penalty: 3408.931885
	Iteration 27Q: 3 clusters Score -1760000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1760005.250000 Penalty: 3408.931885
	Iteration 28Q: 3 clusters Score -1760005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1760008.875000 Penalty: 3408.931885
	Iteration 29Q: 3 clusters Score -1760009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1760014.500000 Penalty: 3408.931885
	Iteration 30Q: 3 clusters Score -1760014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1760015.125000 Penalty: 3408.931885
	Iteration 31Q: 3 clusters Score -1760015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1760017.125000 Penalty: 3408.931885
	Iteration 32Q: 3 clusters Score -1760017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1760019.750000 Penalty: 3408.931885
	Iteration 33Q: 3 clusters Score -1760020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1760023.500000 Penalty: 3408.931885
	Iteration 34Q: 3 clusters Score -1760024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1760021.750000 Penalty: 3408.931885
	Iteration 35Q: 3 clusters Score -1760022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1760021.875000 Penalty: 3408.931885
	Iteration 36Q: 3 clusters Score -1760022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1760022.875000 Penalty: 3408.931885
	Iteration 37Q: 3 clusters Score -1760023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1760024.375000 Penalty: 3408.931885
	Iteration 38Q: 3 clusters Score -1760024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1760027.875000 Penalty: 3408.931885
	Iteration 39Q: 3 clusters Score -1760028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1760027.375000 Penalty: 3408.931885
	Iteration 40F: 3 clusters Score -1760027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 290475 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97477 members 
Mstep: Class 15 contains 73284 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247403 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507148.000000 Penalty: 35363.035156
Iteration 159Q: 17 clusters Score -3.750715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290476 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97477 members 
Mstep: Class 15 contains 73287 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 247399 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507156.000000 Penalty: 35363.035156
Iteration 160F: 17 clusters Score -3.750716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 290482 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9838 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14418 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97476 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247393 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507172.000000 Penalty: 35363.035156
Iteration 161Q: 17 clusters Score -3.750717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 290480 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97477 members 
Mstep: Class 15 contains 73291 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247388 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507160.000000 Penalty: 35363.035156
Iteration 162Q: 17 clusters Score -3.750716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 290481 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14420 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97479 members 
Mstep: Class 15 contains 73290 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247384 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507156.000000 Penalty: 35363.035156
Iteration 163Q: 17 clusters Score -3.750716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290485 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14424 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97479 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247379 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507144.000000 Penalty: 35363.035156
Iteration 164Q: 17 clusters Score -3.750714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290484 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14427 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97478 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247376 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507168.000000 Penalty: 35363.035156
Iteration 165Q: 17 clusters Score -3.750717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290485 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14428 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97479 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247374 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507180.000000 Penalty: 35363.035156
Iteration 166Q: 17 clusters Score -3.750718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290486 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97481 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247369 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507172.000000 Penalty: 35363.035156
Iteration 167Q: 17 clusters Score -3.750717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290489 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 14435 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97482 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247361 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507168.000000 Penalty: 35363.035156
Iteration 168Q: 17 clusters Score -3.750717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290494 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97480 members 
Mstep: Class 15 contains 73289 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247354 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507164.000000 Penalty: 35363.035156
Iteration 169Q: 17 clusters Score -3.750716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290499 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 14441 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97477 members 
Mstep: Class 15 contains 73290 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247346 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507140.000000 Penalty: 35363.035156
Iteration 170Q: 17 clusters Score -3.750714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290499 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 14441 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97478 members 
Mstep: Class 15 contains 73292 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247342 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507128.000000 Penalty: 35363.035156
Iteration 171Q: 17 clusters Score -3.750713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290497 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97479 members 
Mstep: Class 15 contains 73295 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247339 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507132.000000 Penalty: 35363.035156
Iteration 172Q: 17 clusters Score -3.750713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290499 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 14441 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97478 members 
Mstep: Class 15 contains 73294 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247339 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507132.000000 Penalty: 35363.035156
Iteration 173Q: 17 clusters Score -3.750713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290503 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 14441 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97476 members 
Mstep: Class 15 contains 73294 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247337 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507124.000000 Penalty: 35363.035156
Iteration 174Q: 17 clusters Score -3.750712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290504 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97476 members 
Mstep: Class 15 contains 73294 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247335 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507124.000000 Penalty: 35363.035156
Iteration 175Q: 17 clusters Score -3.750712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290505 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97476 members 
Mstep: Class 15 contains 73294 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247333 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507128.000000 Penalty: 35363.035156
Iteration 176Q: 17 clusters Score -3.750713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290505 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 97476 members 
Mstep: Class 15 contains 73294 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 247333 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 20 contains 35924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507128.000000 Penalty: 35363.035156
Iteration 177F: 17 clusters Score -3.750713e+07 nChanged 0
Entering ConstructFrom: 
Score: -37507128.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -198672.328125 Penalty: 1351.478149
	Iteration 0F: 2 clusters Score -198672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -195216.703125 Penalty: 2702.956299
	Iteration 0F: 3 clusters Score -195216.7 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -196128.171875 Penalty: 2702.956299
	Iteration 1F: 3 clusters Score -196128.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -196333.796875 Penalty: 2702.956299
	Iteration 2F: 3 clusters Score -196333.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -196490.421875 Penalty: 2702.956299
	Iteration 3F: 3 clusters Score -196490.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -196606.750000 Penalty: 2702.956299
	Iteration 4Q: 3 clusters Score -196606.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -196748.031250 Penalty: 2702.956299
	Iteration 5Q: 3 clusters Score -196748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -196909.796875 Penalty: 2702.956299
	Iteration 6F: 3 clusters Score -196909.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -197071.921875 Penalty: 2702.956299
	Iteration 7Q: 3 clusters Score -197071.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -197204.328125 Penalty: 2702.956299
	Iteration 8Q: 3 clusters Score -197204.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -197313.421875 Penalty: 2702.956299
	Iteration 9Q: 3 clusters Score -197313.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -197404.531250 Penalty: 2702.956299
	Iteration 10Q: 3 clusters Score -197404.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -197458.375000 Penalty: 2702.956299
	Iteration 11Q: 3 clusters Score -197458.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -197501.421875 Penalty: 2702.956299
	Iteration 12Q: 3 clusters Score -197501.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -197537.921875 Penalty: 2702.956299
	Iteration 13Q: 3 clusters Score -197537.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -197562.125000 Penalty: 2702.956299
	Iteration 14Q: 3 clusters Score -197562.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -197579.343750 Penalty: 2702.956299
	Iteration 15Q: 3 clusters Score -197579.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -197591.937500 Penalty: 2702.956299
	Iteration 16Q: 3 clusters Score -197591.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -197604.375000 Penalty: 2702.956299
	Iteration 17Q: 3 clusters Score -197604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -197610.437500 Penalty: 2702.956299
	Iteration 18Q: 3 clusters Score -197610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -197616.718750 Penalty: 2702.956299
	Iteration 19Q: 3 clusters Score -197616.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -197621.421875 Penalty: 2702.956299
	Iteration 20F: 3 clusters Score -197621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -197623.781250 Penalty: 2702.956299
	Iteration 21Q: 3 clusters Score -197623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -197628.796875 Penalty: 2702.956299
	Iteration 22Q: 3 clusters Score -197628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -197635.156250 Penalty: 2702.956299
	Iteration 23Q: 3 clusters Score -197635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -197637.406250 Penalty: 2702.956299
	Iteration 24Q: 3 clusters Score -197637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -197638.765625 Penalty: 2702.956299
	Iteration 25Q: 3 clusters Score -197638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -197638.750000 Penalty: 2702.956299
	Iteration 26Q: 3 clusters Score -197638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -197639.171875 Penalty: 2702.956299
	Iteration 27Q: 3 clusters Score -197639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -197639.515625 Penalty: 2702.956299
	Iteration 28Q: 3 clusters Score -197639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -197639.515625 Penalty: 2702.956299
	Iteration 29F: 3 clusters Score -197639.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (290505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290505 members 
Entering Unmasked Estep 
Score: -14074349.000000 Penalty: 2044.148682
	Iteration 0F: 2 clusters Score -1.407435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Mstep: Class 2 contains 145269 members 
Entering Unmasked Estep 
Score: -13879069.000000 Penalty: 4088.297363
	Iteration 0F: 3 clusters Score -1.387907e+07 nChanged 141302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146932 members 
Mstep: Class 2 contains 143573 members 
Entering Unmasked Estep 
Score: -13963512.000000 Penalty: 4088.297363
	Iteration 1F: 3 clusters Score -1.396351e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147881 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -13965205.000000 Penalty: 4088.297363
	Iteration 2Q: 3 clusters Score -1.39652e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149250 members 
Mstep: Class 2 contains 141255 members 
Entering Unmasked Estep 
Score: -13967821.000000 Penalty: 4088.297363
	Iteration 3Q: 3 clusters Score -1.396782e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 139191 members 
Entering Unmasked Estep 
Score: -13971750.000000 Penalty: 4088.297363
	Iteration 4Q: 3 clusters Score -1.397175e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -13978106.000000 Penalty: 4088.297363
	Iteration 5Q: 3 clusters Score -1.397811e+07 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157820 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -13988988.000000 Penalty: 4088.297363
	Iteration 6F: 3 clusters Score -1.398899e+07 nChanged 19667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162015 members 
Mstep: Class 2 contains 128490 members 
Entering Unmasked Estep 
Score: -14004439.000000 Penalty: 4088.297363
	Iteration 7F: 3 clusters Score -1.400444e+07 nChanged 20448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165673 members 
Mstep: Class 2 contains 124832 members 
Entering Unmasked Estep 
Score: -14019580.000000 Penalty: 4088.297363
	Iteration 8F: 3 clusters Score -1.401958e+07 nChanged 15716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -14027095.000000 Penalty: 4088.297363
	Iteration 9F: 3 clusters Score -1.40271e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170211 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -14029437.000000 Penalty: 4088.297363
	Iteration 10Q: 3 clusters Score -1.402944e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172197 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -14030307.000000 Penalty: 4088.297363
	Iteration 11Q: 3 clusters Score -1.403031e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174276 members 
Mstep: Class 2 contains 116229 members 
Entering Unmasked Estep 
Score: -14030804.000000 Penalty: 4088.297363
	Iteration 12Q: 3 clusters Score -1.40308e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176614 members 
Mstep: Class 2 contains 113891 members 
Entering Unmasked Estep 
Score: -14031513.000000 Penalty: 4088.297363
	Iteration 13Q: 3 clusters Score -1.403151e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 111334 members 
Entering Unmasked Estep 
Score: -14032180.000000 Penalty: 4088.297363
	Iteration 14Q: 3 clusters Score -1.403218e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181856 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -14032947.000000 Penalty: 4088.297363
	Iteration 15Q: 3 clusters Score -1.403295e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184758 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -14033630.000000 Penalty: 4088.297363
	Iteration 16Q: 3 clusters Score -1.403363e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -14034371.000000 Penalty: 4088.297363
	Iteration 17Q: 3 clusters Score -1.403437e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190883 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -14035242.000000 Penalty: 4088.297363
	Iteration 18Q: 3 clusters Score -1.403524e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194191 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -14036094.000000 Penalty: 4088.297363
	Iteration 19Q: 3 clusters Score -1.403609e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197699 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -14037158.000000 Penalty: 4088.297363
	Iteration 20F: 3 clusters Score -1.403716e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201324 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -14038195.000000 Penalty: 4088.297363
	Iteration 21Q: 3 clusters Score -1.40382e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205021 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -14039193.000000 Penalty: 4088.297363
	Iteration 22Q: 3 clusters Score -1.403919e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208896 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -14040298.000000 Penalty: 4088.297363
	Iteration 23Q: 3 clusters Score -1.40403e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212970 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -14041490.000000 Penalty: 4088.297363
	Iteration 24Q: 3 clusters Score -1.404149e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217049 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -14042649.000000 Penalty: 4088.297363
	Iteration 25Q: 3 clusters Score -1.404265e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221204 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -14043886.000000 Penalty: 4088.297363
	Iteration 26Q: 3 clusters Score -1.404389e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225329 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -14045197.000000 Penalty: 4088.297363
	Iteration 27Q: 3 clusters Score -1.40452e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229561 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -14046595.000000 Penalty: 4088.297363
	Iteration 28Q: 3 clusters Score -1.40466e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233832 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -14048039.000000 Penalty: 4088.297363
	Iteration 29Q: 3 clusters Score -1.404804e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238059 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -14049418.000000 Penalty: 4088.297363
	Iteration 30Q: 3 clusters Score -1.404942e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242308 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -14050900.000000 Penalty: 4088.297363
	Iteration 31Q: 3 clusters Score -1.40509e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246518 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -14052343.000000 Penalty: 4088.297363
	Iteration 32Q: 3 clusters Score -1.405234e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250606 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -14053880.000000 Penalty: 4088.297363
	Iteration 33Q: 3 clusters Score -1.405388e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254704 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -14055582.000000 Penalty: 4088.297363
	Iteration 34Q: 3 clusters Score -1.405558e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258728 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -14057313.000000 Penalty: 4088.297363
	Iteration 35Q: 3 clusters Score -1.405731e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262529 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -14059101.000000 Penalty: 4088.297363
	Iteration 36Q: 3 clusters Score -1.40591e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266092 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -14060779.000000 Penalty: 4088.297363
	Iteration 37Q: 3 clusters Score -1.406078e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269446 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -14062378.000000 Penalty: 4088.297363
	Iteration 38Q: 3 clusters Score -1.406238e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272398 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -14063682.000000 Penalty: 4088.297363
	Iteration 39Q: 3 clusters Score -1.406368e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274974 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -14065187.000000 Penalty: 4088.297363
	Iteration 40F: 3 clusters Score -1.406519e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277697 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -14066769.000000 Penalty: 4088.297363
	Iteration 41Q: 3 clusters Score -1.406677e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280122 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -14068217.000000 Penalty: 4088.297363
	Iteration 42Q: 3 clusters Score -1.406822e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282164 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -14069391.000000 Penalty: 4088.297363
	Iteration 43Q: 3 clusters Score -1.406939e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283796 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -14070213.000000 Penalty: 4088.297363
	Iteration 44Q: 3 clusters Score -1.407021e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285113 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -14070809.000000 Penalty: 4088.297363
	Iteration 45Q: 3 clusters Score -1.407081e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286100 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -14071380.000000 Penalty: 4088.297363
	Iteration 46Q: 3 clusters Score -1.407138e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286866 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -14071788.000000 Penalty: 4088.297363
	Iteration 47Q: 3 clusters Score -1.407179e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287435 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -14072070.000000 Penalty: 4088.297363
	Iteration 48Q: 3 clusters Score -1.407207e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287839 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14072285.000000 Penalty: 4088.297363
	Iteration 49Q: 3 clusters Score -1.407228e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288151 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14072387.000000 Penalty: 4088.297363
	Iteration 50Q: 3 clusters Score -1.407239e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288378 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -14072519.000000 Penalty: 4088.297363
	Iteration 51Q: 3 clusters Score -1.407252e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288551 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -14072575.000000 Penalty: 4088.297363
	Iteration 52Q: 3 clusters Score -1.407258e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288686 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -14072643.000000 Penalty: 4088.297363
	Iteration 53Q: 3 clusters Score -1.407264e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288807 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -14072709.000000 Penalty: 4088.297363
	Iteration 54Q: 3 clusters Score -1.407271e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288910 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -14072744.000000 Penalty: 4088.297363
	Iteration 55Q: 3 clusters Score -1.407274e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288999 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -14072778.000000 Penalty: 4088.297363
	Iteration 56Q: 3 clusters Score -1.407278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289062 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -14072812.000000 Penalty: 4088.297363
	Iteration 57Q: 3 clusters Score -1.407281e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289098 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -14072815.000000 Penalty: 4088.297363
	Iteration 58Q: 3 clusters Score -1.407282e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289121 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -14072835.000000 Penalty: 4088.297363
	Iteration 59Q: 3 clusters Score -1.407284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289141 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14072845.000000 Penalty: 4088.297363
	Iteration 60F: 3 clusters Score -1.407284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289153 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14072838.000000 Penalty: 4088.297363
	Iteration 61Q: 3 clusters Score -1.407284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289163 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14072860.000000 Penalty: 4088.297363
	Iteration 62Q: 3 clusters Score -1.407286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289173 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -14072858.000000 Penalty: 4088.297363
	Iteration 63Q: 3 clusters Score -1.407286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289176 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14072856.000000 Penalty: 4088.297363
	Iteration 64Q: 3 clusters Score -1.407286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289178 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14072863.000000 Penalty: 4088.297363
	Iteration 65Q: 3 clusters Score -1.407286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289180 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14072859.000000 Penalty: 4088.297363
	Iteration 66Q: 3 clusters Score -1.407286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289182 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14072859.000000 Penalty: 4088.297363
	Iteration 67Q: 3 clusters Score -1.407286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289186 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -14072861.000000 Penalty: 4088.297363
	Iteration 68Q: 3 clusters Score -1.407286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289189 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14072852.000000 Penalty: 4088.297363
	Iteration 69Q: 3 clusters Score -1.407285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289191 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -14072855.000000 Penalty: 4088.297363
	Iteration 70Q: 3 clusters Score -1.407286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289193 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14072858.000000 Penalty: 4088.297363
	Iteration 71Q: 3 clusters Score -1.407286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289194 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14072862.000000 Penalty: 4088.297363
	Iteration 72Q: 3 clusters Score -1.407286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289194 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14072862.000000 Penalty: 4088.297363
	Iteration 73F: 3 clusters Score -1.407286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -167920.109375 Penalty: 1324.825806
	Iteration 0F: 2 clusters Score -167920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -164858.953125 Penalty: 2649.651611
	Iteration 0F: 3 clusters Score -164859 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -165681.546875 Penalty: 2649.651611
	Iteration 1F: 3 clusters Score -165681.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -165867.906250 Penalty: 2649.651611
	Iteration 2F: 3 clusters Score -165867.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -166008.781250 Penalty: 2649.651611
	Iteration 3F: 3 clusters Score -166008.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -166142.031250 Penalty: 2649.651611
	Iteration 4F: 3 clusters Score -166142 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -166269.562500 Penalty: 2649.651611
	Iteration 5Q: 3 clusters Score -166269.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166382.312500 Penalty: 2649.651611
	Iteration 6Q: 3 clusters Score -166382.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166470.453125 Penalty: 2649.651611
	Iteration 7Q: 3 clusters Score -166470.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -166531.609375 Penalty: 2649.651611
	Iteration 8Q: 3 clusters Score -166531.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -166592.062500 Penalty: 2649.651611
	Iteration 9Q: 3 clusters Score -166592.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166642.828125 Penalty: 2649.651611
	Iteration 10Q: 3 clusters Score -166642.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166671.562500 Penalty: 2649.651611
	Iteration 11Q: 3 clusters Score -166671.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -166701.187500 Penalty: 2649.651611
	Iteration 12Q: 3 clusters Score -166701.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166728.890625 Penalty: 2649.651611
	Iteration 13Q: 3 clusters Score -166728.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166756.312500 Penalty: 2649.651611
	Iteration 14Q: 3 clusters Score -166756.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -166783.953125 Penalty: 2649.651611
	Iteration 15Q: 3 clusters Score -166784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -166812.375000 Penalty: 2649.651611
	Iteration 16Q: 3 clusters Score -166812.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -166842.500000 Penalty: 2649.651611
	Iteration 17Q: 3 clusters Score -166842.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -166876.125000 Penalty: 2649.651611
	Iteration 18Q: 3 clusters Score -166876.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -166900.796875 Penalty: 2649.651611
	Iteration 19Q: 3 clusters Score -166900.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166916.234375 Penalty: 2649.651611
	Iteration 20F: 3 clusters Score -166916.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166926.703125 Penalty: 2649.651611
	Iteration 21Q: 3 clusters Score -166926.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -166932.593750 Penalty: 2649.651611
	Iteration 22Q: 3 clusters Score -166932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -166936.703125 Penalty: 2649.651611
	Iteration 23Q: 3 clusters Score -166936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -166941.515625 Penalty: 2649.651611
	Iteration 24Q: 3 clusters Score -166941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -166945.421875 Penalty: 2649.651611
	Iteration 25Q: 3 clusters Score -166945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -166949.015625 Penalty: 2649.651611
	Iteration 26Q: 3 clusters Score -166949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -166951.703125 Penalty: 2649.651611
	Iteration 27Q: 3 clusters Score -166951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -166953.250000 Penalty: 2649.651611
	Iteration 28Q: 3 clusters Score -166953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -166955.921875 Penalty: 2649.651611
	Iteration 29Q: 3 clusters Score -166955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -166955.921875 Penalty: 2649.651611
	Iteration 30F: 3 clusters Score -166955.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -255436.156250 Penalty: 1390.292114
	Iteration 0F: 2 clusters Score -255436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -251364.015625 Penalty: 2780.584229
	Iteration 0F: 3 clusters Score -251364 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -252530.171875 Penalty: 2780.584229
	Iteration 1F: 3 clusters Score -252530.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -252894.046875 Penalty: 2780.584229
	Iteration 2F: 3 clusters Score -252894 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -253337.484375 Penalty: 2780.584229
	Iteration 3F: 3 clusters Score -253337.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -253742.156250 Penalty: 2780.584229
	Iteration 4F: 3 clusters Score -253742.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -254130.562500 Penalty: 2780.584229
	Iteration 5F: 3 clusters Score -254130.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -254447.953125 Penalty: 2780.584229
	Iteration 6F: 3 clusters Score -254448 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -254690.109375 Penalty: 2780.584229
	Iteration 7F: 3 clusters Score -254690.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -254828.031250 Penalty: 2780.584229
	Iteration 8Q: 3 clusters Score -254828 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -254918.734375 Penalty: 2780.584229
	Iteration 9Q: 3 clusters Score -254918.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -254964.828125 Penalty: 2780.584229
	Iteration 10Q: 3 clusters Score -254964.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -254986.468750 Penalty: 2780.584229
	Iteration 11Q: 3 clusters Score -254986.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -255004.218750 Penalty: 2780.584229
	Iteration 12Q: 3 clusters Score -255004.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -255018.359375 Penalty: 2780.584229
	Iteration 13Q: 3 clusters Score -255018.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -255027.078125 Penalty: 2780.584229
	Iteration 14Q: 3 clusters Score -255027.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -255034.421875 Penalty: 2780.584229
	Iteration 15Q: 3 clusters Score -255034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -255038.765625 Penalty: 2780.584229
	Iteration 16Q: 3 clusters Score -255038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -255042.359375 Penalty: 2780.584229
	Iteration 17Q: 3 clusters Score -255042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -255045.921875 Penalty: 2780.584229
	Iteration 18Q: 3 clusters Score -255045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -255048.859375 Penalty: 2780.584229
	Iteration 19Q: 3 clusters Score -255048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -255051.078125 Penalty: 2780.584229
	Iteration 20F: 3 clusters Score -255051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -255054.921875 Penalty: 2780.584229
	Iteration 21Q: 3 clusters Score -255054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -255057.890625 Penalty: 2780.584229
	Iteration 22Q: 3 clusters Score -255057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -255058.828125 Penalty: 2780.584229
	Iteration 23Q: 3 clusters Score -255058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -255059.515625 Penalty: 2780.584229
	Iteration 24Q: 3 clusters Score -255059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -255060.906250 Penalty: 2780.584229
	Iteration 25Q: 3 clusters Score -255060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -255061.437500 Penalty: 2780.584229
	Iteration 26Q: 3 clusters Score -255061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -255062.093750 Penalty: 2780.584229
	Iteration 27Q: 3 clusters Score -255062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -255062.890625 Penalty: 2780.584229
	Iteration 28Q: 3 clusters Score -255062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -255066.093750 Penalty: 2780.584229
	Iteration 29Q: 3 clusters Score -255066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -255069.609375 Penalty: 2780.584229
	Iteration 30Q: 3 clusters Score -255069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -255071.046875 Penalty: 2780.584229
	Iteration 31Q: 3 clusters Score -255071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -255072.718750 Penalty: 2780.584229
	Iteration 32Q: 3 clusters Score -255072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -255073.015625 Penalty: 2780.584229
	Iteration 33Q: 3 clusters Score -255073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -255073.015625 Penalty: 2780.584229
	Iteration 34F: 3 clusters Score -255073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Entering Unmasked Estep 
Score: -483528.156250 Penalty: 1494.042725
	Iteration 0F: 2 clusters Score -483528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -476413.500000 Penalty: 2988.085449
	Iteration 0F: 3 clusters Score -476413.5 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -478838.406250 Penalty: 2988.085449
	Iteration 1F: 3 clusters Score -478838.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -479190.718750 Penalty: 2988.085449
	Iteration 2F: 3 clusters Score -479190.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -479506.343750 Penalty: 2988.085449
	Iteration 3F: 3 clusters Score -479506.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -479875.625000 Penalty: 2988.085449
	Iteration 4F: 3 clusters Score -479875.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -480275.312500 Penalty: 2988.085449
	Iteration 5F: 3 clusters Score -480275.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -480722.843750 Penalty: 2988.085449
	Iteration 6F: 3 clusters Score -480722.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -481149.250000 Penalty: 2988.085449
	Iteration 7F: 3 clusters Score -481149.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -481469.250000 Penalty: 2988.085449
	Iteration 8Q: 3 clusters Score -481469.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -481676.062500 Penalty: 2988.085449
	Iteration 9Q: 3 clusters Score -481676.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -481787.312500 Penalty: 2988.085449
	Iteration 10Q: 3 clusters Score -481787.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -481864.687500 Penalty: 2988.085449
	Iteration 11Q: 3 clusters Score -481864.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -481910.406250 Penalty: 2988.085449
	Iteration 12Q: 3 clusters Score -481910.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -481949.593750 Penalty: 2988.085449
	Iteration 13Q: 3 clusters Score -481949.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -481994.031250 Penalty: 2988.085449
	Iteration 14Q: 3 clusters Score -481994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -482031.875000 Penalty: 2988.085449
	Iteration 15Q: 3 clusters Score -482031.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -482069.156250 Penalty: 2988.085449
	Iteration 16Q: 3 clusters Score -482069.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -482101.312500 Penalty: 2988.085449
	Iteration 17Q: 3 clusters Score -482101.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -482125.593750 Penalty: 2988.085449
	Iteration 18Q: 3 clusters Score -482125.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -482151.593750 Penalty: 2988.085449
	Iteration 19Q: 3 clusters Score -482151.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -482175.875000 Penalty: 2988.085449
	Iteration 20F: 3 clusters Score -482175.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -482193.312500 Penalty: 2988.085449
	Iteration 21Q: 3 clusters Score -482193.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -482205.625000 Penalty: 2988.085449
	Iteration 22Q: 3 clusters Score -482205.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -482214.218750 Penalty: 2988.085449
	Iteration 23Q: 3 clusters Score -482214.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -482218.468750 Penalty: 2988.085449
	Iteration 24Q: 3 clusters Score -482218.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -482223.250000 Penalty: 2988.085449
	Iteration 25Q: 3 clusters Score -482223.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -482231.125000 Penalty: 2988.085449
	Iteration 26Q: 3 clusters Score -482231.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -482238.031250 Penalty: 2988.085449
	Iteration 27Q: 3 clusters Score -482238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -482241.218750 Penalty: 2988.085449
	Iteration 28Q: 3 clusters Score -482241.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -482248.812500 Penalty: 2988.085449
	Iteration 29Q: 3 clusters Score -482248.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -482253.562500 Penalty: 2988.085449
	Iteration 30Q: 3 clusters Score -482253.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -482260.375000 Penalty: 2988.085449
	Iteration 31Q: 3 clusters Score -482260.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -482266.250000 Penalty: 2988.085449
	Iteration 32Q: 3 clusters Score -482266.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -482269.812500 Penalty: 2988.085449
	Iteration 33Q: 3 clusters Score -482269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -482270.812500 Penalty: 2988.085449
	Iteration 34Q: 3 clusters Score -482270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -482272.968750 Penalty: 2988.085449
	Iteration 35Q: 3 clusters Score -482273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -482276.906250 Penalty: 2988.085449
	Iteration 36Q: 3 clusters Score -482276.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -482279.750000 Penalty: 2988.085449
	Iteration 37Q: 3 clusters Score -482279.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -482281.156250 Penalty: 2988.085449
	Iteration 38Q: 3 clusters Score -482281.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -482285.812500 Penalty: 2988.085449
	Iteration 39Q: 3 clusters Score -482285.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -482290.625000 Penalty: 2988.085449
	Iteration 40F: 3 clusters Score -482290.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -482294.968750 Penalty: 2988.085449
	Iteration 41Q: 3 clusters Score -482295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -482301.656250 Penalty: 2988.085449
	Iteration 42Q: 3 clusters Score -482301.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -482305.750000 Penalty: 2988.085449
	Iteration 43Q: 3 clusters Score -482305.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -482311.781250 Penalty: 2988.085449
	Iteration 44Q: 3 clusters Score -482311.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -482319.218750 Penalty: 2988.085449
	Iteration 45Q: 3 clusters Score -482319.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -482322.781250 Penalty: 2988.085449
	Iteration 46Q: 3 clusters Score -482322.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -482324.218750 Penalty: 2988.085449
	Iteration 47Q: 3 clusters Score -482324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -482326.000000 Penalty: 2988.085449
	Iteration 48Q: 3 clusters Score -482326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -482332.250000 Penalty: 2988.085449
	Iteration 49Q: 3 clusters Score -482332.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -482334.500000 Penalty: 2988.085449
	Iteration 50Q: 3 clusters Score -482334.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -482337.062500 Penalty: 2988.085449
	Iteration 51Q: 3 clusters Score -482337.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -482342.468750 Penalty: 2988.085449
	Iteration 52Q: 3 clusters Score -482342.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -482345.781250 Penalty: 2988.085449
	Iteration 53Q: 3 clusters Score -482345.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -482351.562500 Penalty: 2988.085449
	Iteration 54Q: 3 clusters Score -482351.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -482355.406250 Penalty: 2988.085449
	Iteration 55Q: 3 clusters Score -482355.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -482366.000000 Penalty: 2988.085449
	Iteration 56Q: 3 clusters Score -482366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -482372.031250 Penalty: 2988.085449
	Iteration 57Q: 3 clusters Score -482372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -482374.718750 Penalty: 2988.085449
	Iteration 58Q: 3 clusters Score -482374.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -482377.750000 Penalty: 2988.085449
	Iteration 59Q: 3 clusters Score -482377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -482380.281250 Penalty: 2988.085449
	Iteration 60F: 3 clusters Score -482380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -482381.781250 Penalty: 2988.085449
	Iteration 61Q: 3 clusters Score -482381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -482383.531250 Penalty: 2988.085449
	Iteration 62Q: 3 clusters Score -482383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -482383.531250 Penalty: 2988.085449
	Iteration 63F: 3 clusters Score -482383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -88199.195312 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -88199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -86333.210938 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -86333.21 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -86683.320312 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -86683.32 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -86756.343750 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -86756.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -86794.585938 Penalty: 2407.969238
	Iteration 3Q: 3 clusters Score -86794.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -86814.281250 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -86814.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -86824.843750 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -86824.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -86833.312500 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -86833.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -86840.281250 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -86840.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -86845.570312 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -86845.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -86852.125000 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -86852.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -86853.914062 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -86853.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -86854.945312 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -86854.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -86856.195312 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -86856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -86858.187500 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -86858.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -86858.367188 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -86858.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -86858.367188 Penalty: 2407.969238
	Iteration 15F: 3 clusters Score -86858.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -151610.687500 Penalty: 1309.272339
	Iteration 0F: 2 clusters Score -151610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -148816.640625 Penalty: 2618.544678
	Iteration 0F: 3 clusters Score -148816.6 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -149440.718750 Penalty: 2618.544678
	Iteration 1F: 3 clusters Score -149440.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -149555.078125 Penalty: 2618.544678
	Iteration 2F: 3 clusters Score -149555.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -149631.250000 Penalty: 2618.544678
	Iteration 3Q: 3 clusters Score -149631.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -149690.000000 Penalty: 2618.544678
	Iteration 4Q: 3 clusters Score -149690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -149733.250000 Penalty: 2618.544678
	Iteration 5Q: 3 clusters Score -149733.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -149765.109375 Penalty: 2618.544678
	Iteration 6Q: 3 clusters Score -149765.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -149795.296875 Penalty: 2618.544678
	Iteration 7Q: 3 clusters Score -149795.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -149819.203125 Penalty: 2618.544678
	Iteration 8Q: 3 clusters Score -149819.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -149852.000000 Penalty: 2618.544678
	Iteration 9Q: 3 clusters Score -149852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -149896.015625 Penalty: 2618.544678
	Iteration 10Q: 3 clusters Score -149896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -149939.375000 Penalty: 2618.544678
	Iteration 11Q: 3 clusters Score -149939.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -149995.250000 Penalty: 2618.544678
	Iteration 12Q: 3 clusters Score -149995.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -150041.578125 Penalty: 2618.544678
	Iteration 13Q: 3 clusters Score -150041.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -150080.203125 Penalty: 2618.544678
	Iteration 14Q: 3 clusters Score -150080.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -150115.906250 Penalty: 2618.544678
	Iteration 15Q: 3 clusters Score -150115.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -150157.953125 Penalty: 2618.544678
	Iteration 16Q: 3 clusters Score -150158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -150196.609375 Penalty: 2618.544678
	Iteration 17Q: 3 clusters Score -150196.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -150235.968750 Penalty: 2618.544678
	Iteration 18Q: 3 clusters Score -150236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -150265.218750 Penalty: 2618.544678
	Iteration 19Q: 3 clusters Score -150265.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -150286.578125 Penalty: 2618.544678
	Iteration 20F: 3 clusters Score -150286.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -150320.671875 Penalty: 2618.544678
	Iteration 21Q: 3 clusters Score -150320.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -150359.421875 Penalty: 2618.544678
	Iteration 22Q: 3 clusters Score -150359.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -150408.656250 Penalty: 2618.544678
	Iteration 23Q: 3 clusters Score -150408.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -150448.953125 Penalty: 2618.544678
	Iteration 24Q: 3 clusters Score -150449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -150481.765625 Penalty: 2618.544678
	Iteration 25Q: 3 clusters Score -150481.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -150505.625000 Penalty: 2618.544678
	Iteration 26Q: 3 clusters Score -150505.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -150526.781250 Penalty: 2618.544678
	Iteration 27Q: 3 clusters Score -150526.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -150536.015625 Penalty: 2618.544678
	Iteration 28Q: 3 clusters Score -150536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -150545.093750 Penalty: 2618.544678
	Iteration 29Q: 3 clusters Score -150545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -150558.171875 Penalty: 2618.544678
	Iteration 30Q: 3 clusters Score -150558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -150561.640625 Penalty: 2618.544678
	Iteration 31Q: 3 clusters Score -150561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -150565.203125 Penalty: 2618.544678
	Iteration 32Q: 3 clusters Score -150565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -150566.390625 Penalty: 2618.544678
	Iteration 33Q: 3 clusters Score -150566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -150568.593750 Penalty: 2618.544678
	Iteration 34Q: 3 clusters Score -150568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -150569.078125 Penalty: 2618.544678
	Iteration 35Q: 3 clusters Score -150569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -150569.078125 Penalty: 2618.544678
	Iteration 36F: 3 clusters Score -150569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Entering Unmasked Estep 
Score: -215151.406250 Penalty: 1355.634033
	Iteration 0F: 2 clusters Score -215151.4 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 2057 members 
Entering Unmasked Estep 
Score: -211648.000000 Penalty: 2711.268066
	Iteration 0F: 3 clusters Score -211648 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -212482.000000 Penalty: 2711.268066
	Iteration 1F: 3 clusters Score -212482 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -212627.156250 Penalty: 2711.268066
	Iteration 2F: 3 clusters Score -212627.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -212745.671875 Penalty: 2711.268066
	Iteration 3Q: 3 clusters Score -212745.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -212845.062500 Penalty: 2711.268066
	Iteration 4Q: 3 clusters Score -212845.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -212916.296875 Penalty: 2711.268066
	Iteration 5Q: 3 clusters Score -212916.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -212986.015625 Penalty: 2711.268066
	Iteration 6Q: 3 clusters Score -212986 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -213050.781250 Penalty: 2711.268066
	Iteration 7Q: 3 clusters Score -213050.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213118.437500 Penalty: 2711.268066
	Iteration 8Q: 3 clusters Score -213118.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -213181.671875 Penalty: 2711.268066
	Iteration 9Q: 3 clusters Score -213181.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -213239.921875 Penalty: 2711.268066
	Iteration 10Q: 3 clusters Score -213239.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -213290.781250 Penalty: 2711.268066
	Iteration 11Q: 3 clusters Score -213290.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -213353.375000 Penalty: 2711.268066
	Iteration 12Q: 3 clusters Score -213353.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -213419.578125 Penalty: 2711.268066
	Iteration 13Q: 3 clusters Score -213419.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -213478.687500 Penalty: 2711.268066
	Iteration 14Q: 3 clusters Score -213478.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -213549.671875 Penalty: 2711.268066
	Iteration 15Q: 3 clusters Score -213549.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213603.578125 Penalty: 2711.268066
	Iteration 16Q: 3 clusters Score -213603.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -213660.140625 Penalty: 2711.268066
	Iteration 17Q: 3 clusters Score -213660.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -213702.109375 Penalty: 2711.268066
	Iteration 18Q: 3 clusters Score -213702.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -213734.968750 Penalty: 2711.268066
	Iteration 19Q: 3 clusters Score -213735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -213768.593750 Penalty: 2711.268066
	Iteration 20F: 3 clusters Score -213768.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -213795.109375 Penalty: 2711.268066
	Iteration 21Q: 3 clusters Score -213795.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -213814.859375 Penalty: 2711.268066
	Iteration 22Q: 3 clusters Score -213814.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -213838.000000 Penalty: 2711.268066
	Iteration 23Q: 3 clusters Score -213838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -213857.890625 Penalty: 2711.268066
	Iteration 24Q: 3 clusters Score -213857.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -213873.734375 Penalty: 2711.268066
	Iteration 25Q: 3 clusters Score -213873.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -213888.437500 Penalty: 2711.268066
	Iteration 26Q: 3 clusters Score -213888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -213896.703125 Penalty: 2711.268066
	Iteration 27Q: 3 clusters Score -213896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -213903.125000 Penalty: 2711.268066
	Iteration 28Q: 3 clusters Score -213903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -213912.734375 Penalty: 2711.268066
	Iteration 29Q: 3 clusters Score -213912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -213916.906250 Penalty: 2711.268066
	Iteration 30Q: 3 clusters Score -213916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -213921.500000 Penalty: 2711.268066
	Iteration 31Q: 3 clusters Score -213921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -213925.093750 Penalty: 2711.268066
	Iteration 32Q: 3 clusters Score -213925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -213927.140625 Penalty: 2711.268066
	Iteration 33Q: 3 clusters Score -213927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -213929.218750 Penalty: 2711.268066
	Iteration 34Q: 3 clusters Score -213929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -213930.484375 Penalty: 2711.268066
	Iteration 35Q: 3 clusters Score -213930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -213931.296875 Penalty: 2711.268066
	Iteration 36Q: 3 clusters Score -213931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -213931.296875 Penalty: 2711.268066
	Iteration 37F: 3 clusters Score -213931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -706393.062500 Penalty: 1556.419312
	Iteration 0F: 2 clusters Score -706393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -696423.125000 Penalty: 3112.838623
	Iteration 0F: 3 clusters Score -696423.1 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -699970.000000 Penalty: 3112.838623
	Iteration 1F: 3 clusters Score -699970 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -700418.125000 Penalty: 3112.838623
	Iteration 2F: 3 clusters Score -700418.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -700865.187500 Penalty: 3112.838623
	Iteration 3F: 3 clusters Score -700865.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -701374.250000 Penalty: 3112.838623
	Iteration 4F: 3 clusters Score -701374.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -701928.000000 Penalty: 3112.838623
	Iteration 5F: 3 clusters Score -701928 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -702476.687500 Penalty: 3112.838623
	Iteration 6F: 3 clusters Score -702476.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -703039.312500 Penalty: 3112.838623
	Iteration 7F: 3 clusters Score -703039.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -703583.625000 Penalty: 3112.838623
	Iteration 8F: 3 clusters Score -703583.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -704006.625000 Penalty: 3112.838623
	Iteration 9Q: 3 clusters Score -704006.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -704261.750000 Penalty: 3112.838623
	Iteration 10Q: 3 clusters Score -704261.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -704389.625000 Penalty: 3112.838623
	Iteration 11Q: 3 clusters Score -704389.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -704473.812500 Penalty: 3112.838623
	Iteration 12Q: 3 clusters Score -704473.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -704532.875000 Penalty: 3112.838623
	Iteration 13Q: 3 clusters Score -704532.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -704571.625000 Penalty: 3112.838623
	Iteration 14Q: 3 clusters Score -704571.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -704607.062500 Penalty: 3112.838623
	Iteration 15Q: 3 clusters Score -704607.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -704646.062500 Penalty: 3112.838623
	Iteration 16Q: 3 clusters Score -704646.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -704668.625000 Penalty: 3112.838623
	Iteration 17Q: 3 clusters Score -704668.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -704699.250000 Penalty: 3112.838623
	Iteration 18Q: 3 clusters Score -704699.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -704730.437500 Penalty: 3112.838623
	Iteration 19Q: 3 clusters Score -704730.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -704759.187500 Penalty: 3112.838623
	Iteration 20F: 3 clusters Score -704759.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -704789.562500 Penalty: 3112.838623
	Iteration 21Q: 3 clusters Score -704789.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -704827.375000 Penalty: 3112.838623
	Iteration 22Q: 3 clusters Score -704827.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -704869.750000 Penalty: 3112.838623
	Iteration 23Q: 3 clusters Score -704869.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -704909.625000 Penalty: 3112.838623
	Iteration 24Q: 3 clusters Score -704909.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -704956.625000 Penalty: 3112.838623
	Iteration 25Q: 3 clusters Score -704956.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -704998.125000 Penalty: 3112.838623
	Iteration 26Q: 3 clusters Score -704998.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -705029.687500 Penalty: 3112.838623
	Iteration 27Q: 3 clusters Score -705029.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -705046.937500 Penalty: 3112.838623
	Iteration 28Q: 3 clusters Score -705046.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -705067.375000 Penalty: 3112.838623
	Iteration 29Q: 3 clusters Score -705067.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -705087.750000 Penalty: 3112.838623
	Iteration 30Q: 3 clusters Score -705087.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -705103.062500 Penalty: 3112.838623
	Iteration 31Q: 3 clusters Score -705103.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -705114.812500 Penalty: 3112.838623
	Iteration 32Q: 3 clusters Score -705114.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -705133.000000 Penalty: 3112.838623
	Iteration 33Q: 3 clusters Score -705133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -705153.562500 Penalty: 3112.838623
	Iteration 34Q: 3 clusters Score -705153.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -705172.562500 Penalty: 3112.838623
	Iteration 35Q: 3 clusters Score -705172.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -705185.562500 Penalty: 3112.838623
	Iteration 36Q: 3 clusters Score -705185.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -705195.125000 Penalty: 3112.838623
	Iteration 37Q: 3 clusters Score -705195.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -705216.562500 Penalty: 3112.838623
	Iteration 38Q: 3 clusters Score -705216.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -705237.062500 Penalty: 3112.838623
	Iteration 39Q: 3 clusters Score -705237.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -705255.687500 Penalty: 3112.838623
	Iteration 40F: 3 clusters Score -705255.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -705266.000000 Penalty: 3112.838623
	Iteration 41Q: 3 clusters Score -705266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -705271.812500 Penalty: 3112.838623
	Iteration 42Q: 3 clusters Score -705271.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -705275.875000 Penalty: 3112.838623
	Iteration 43Q: 3 clusters Score -705275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -705278.375000 Penalty: 3112.838623
	Iteration 44Q: 3 clusters Score -705278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -705279.625000 Penalty: 3112.838623
	Iteration 45Q: 3 clusters Score -705279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -705280.812500 Penalty: 3112.838623
	Iteration 46Q: 3 clusters Score -705280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -705283.187500 Penalty: 3112.838623
	Iteration 47Q: 3 clusters Score -705283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -705286.125000 Penalty: 3112.838623
	Iteration 48Q: 3 clusters Score -705286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -705288.500000 Penalty: 3112.838623
	Iteration 49Q: 3 clusters Score -705288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -705291.375000 Penalty: 3112.838623
	Iteration 50Q: 3 clusters Score -705291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -705293.562500 Penalty: 3112.838623
	Iteration 51Q: 3 clusters Score -705293.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -705297.687500 Penalty: 3112.838623
	Iteration 52Q: 3 clusters Score -705297.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -705303.875000 Penalty: 3112.838623
	Iteration 53Q: 3 clusters Score -705303.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -705311.062500 Penalty: 3112.838623
	Iteration 54Q: 3 clusters Score -705311.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -705314.750000 Penalty: 3112.838623
	Iteration 55Q: 3 clusters Score -705314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -705318.687500 Penalty: 3112.838623
	Iteration 56Q: 3 clusters Score -705318.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -705323.750000 Penalty: 3112.838623
	Iteration 57Q: 3 clusters Score -705323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -705322.750000 Penalty: 3112.838623
	Iteration 58Q: 3 clusters Score -705322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -705326.312500 Penalty: 3112.838623
	Iteration 59Q: 3 clusters Score -705326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -705328.750000 Penalty: 3112.838623
	Iteration 60F: 3 clusters Score -705328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -705329.437500 Penalty: 3112.838623
	Iteration 61Q: 3 clusters Score -705329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -705333.062500 Penalty: 3112.838623
	Iteration 62Q: 3 clusters Score -705333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -705333.500000 Penalty: 3112.838623
	Iteration 63Q: 3 clusters Score -705333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -705333.562500 Penalty: 3112.838623
	Iteration 64Q: 3 clusters Score -705333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -705335.125000 Penalty: 3112.838623
	Iteration 65Q: 3 clusters Score -705335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -705335.125000 Penalty: 3112.838623
	Iteration 66F: 3 clusters Score -705335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -95833.851562 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -95833.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93843.906250 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -93843.91 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -94249.382812 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -94249.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -94337.625000 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -94337.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -94380.515625 Penalty: 2440.711914
	Iteration 3Q: 3 clusters Score -94380.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -94410.445312 Penalty: 2440.711914
	Iteration 4Q: 3 clusters Score -94410.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -94430.500000 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -94430.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -94443.398438 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -94443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -94453.406250 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -94453.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -94460.835938 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -94460.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -94464.257812 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -94464.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -94466.343750 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -94466.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -94467.773438 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -94467.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -94471.335938 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -94471.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -94474.039062 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -94474.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -94475.414062 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -94475.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -94475.773438 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -94475.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -94475.773438 Penalty: 2440.711914
	Iteration 16F: 3 clusters Score -94475.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Entering Unmasked Estep 
Score: -4761078.500000 Penalty: 1866.696289
	Iteration 0F: 2 clusters Score -4761078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -4695506.000000 Penalty: 3733.392578
	Iteration 0F: 3 clusters Score -4695506 nChanged 46717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -4722738.000000 Penalty: 3733.392578
	Iteration 1F: 3 clusters Score -4722738 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4723928.000000 Penalty: 3733.392578
	Iteration 2Q: 3 clusters Score -4723928 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4725876.000000 Penalty: 3733.392578
	Iteration 3Q: 3 clusters Score -4725876 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4729510.000000 Penalty: 3733.392578
	Iteration 4F: 3 clusters Score -4729510 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -4735750.000000 Penalty: 3733.392578
	Iteration 5F: 3 clusters Score -4735750 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4744182.000000 Penalty: 3733.392578
	Iteration 6F: 3 clusters Score -4744182 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4751920.000000 Penalty: 3733.392578
	Iteration 7F: 3 clusters Score -4751920 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4756525.000000 Penalty: 3733.392578
	Iteration 8Q: 3 clusters Score -4756525 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4758492.500000 Penalty: 3733.392578
	Iteration 9Q: 3 clusters Score -4758492 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4759138.000000 Penalty: 3733.392578
	Iteration 10Q: 3 clusters Score -4759138 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4759330.500000 Penalty: 3733.392578
	Iteration 11Q: 3 clusters Score -4759330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4759432.000000 Penalty: 3733.392578
	Iteration 12Q: 3 clusters Score -4759432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4759479.500000 Penalty: 3733.392578
	Iteration 13Q: 3 clusters Score -4759480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4759501.500000 Penalty: 3733.392578
	Iteration 14Q: 3 clusters Score -4759502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4759515.000000 Penalty: 3733.392578
	Iteration 15Q: 3 clusters Score -4759515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4759525.500000 Penalty: 3733.392578
	Iteration 16Q: 3 clusters Score -4759526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4759539.500000 Penalty: 3733.392578
	Iteration 17Q: 3 clusters Score -4759540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4759545.000000 Penalty: 3733.392578
	Iteration 18Q: 3 clusters Score -4759545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4759544.000000 Penalty: 3733.392578
	Iteration 19Q: 3 clusters Score -4759544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4759554.000000 Penalty: 3733.392578
	Iteration 20F: 3 clusters Score -4759554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4759565.000000 Penalty: 3733.392578
	Iteration 21Q: 3 clusters Score -4759565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4759564.500000 Penalty: 3733.392578
	Iteration 22Q: 3 clusters Score -4759564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97262 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4759570.500000 Penalty: 3733.392578
	Iteration 23Q: 3 clusters Score -4759570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4759566.000000 Penalty: 3733.392578
	Iteration 24Q: 3 clusters Score -4759566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4759566.500000 Penalty: 3733.392578
	Iteration 25Q: 3 clusters Score -4759566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4759569.000000 Penalty: 3733.392578
	Iteration 26Q: 3 clusters Score -4759569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4759570.500000 Penalty: 3733.392578
	Iteration 27Q: 3 clusters Score -4759570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4759571.500000 Penalty: 3733.392578
	Iteration 28Q: 3 clusters Score -4759572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4759574.500000 Penalty: 3733.392578
	Iteration 29Q: 3 clusters Score -4759574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4759574.500000 Penalty: 3733.392578
	Iteration 30F: 3 clusters Score -4759574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Entering Unmasked Estep 
Score: -3513000.250000 Penalty: 1820.363037
	Iteration 0F: 2 clusters Score -3513000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -3464024.750000 Penalty: 3640.726074
	Iteration 0F: 3 clusters Score -3464025 nChanged 34773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3483765.750000 Penalty: 3640.726074
	Iteration 1F: 3 clusters Score -3483766 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -3484289.250000 Penalty: 3640.726074
	Iteration 2Q: 3 clusters Score -3484289 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -3484812.000000 Penalty: 3640.726074
	Iteration 3Q: 3 clusters Score -3484812 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -3485527.500000 Penalty: 3640.726074
	Iteration 4Q: 3 clusters Score -3485528 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -3486471.750000 Penalty: 3640.726074
	Iteration 5Q: 3 clusters Score -3486472 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -3487807.750000 Penalty: 3640.726074
	Iteration 6Q: 3 clusters Score -3487808 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -3489968.250000 Penalty: 3640.726074
	Iteration 7Q: 3 clusters Score -3489968 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -3492969.750000 Penalty: 3640.726074
	Iteration 8F: 3 clusters Score -3492970 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -3496273.250000 Penalty: 3640.726074
	Iteration 9F: 3 clusters Score -3496273 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -3499067.000000 Penalty: 3640.726074
	Iteration 10F: 3 clusters Score -3499067 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -3500756.000000 Penalty: 3640.726074
	Iteration 11Q: 3 clusters Score -3500756 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -3501823.750000 Penalty: 3640.726074
	Iteration 12Q: 3 clusters Score -3501824 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -3502707.500000 Penalty: 3640.726074
	Iteration 13Q: 3 clusters Score -3502708 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -3503614.250000 Penalty: 3640.726074
	Iteration 14Q: 3 clusters Score -3503614 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -3504490.500000 Penalty: 3640.726074
	Iteration 15Q: 3 clusters Score -3504490 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -3505279.500000 Penalty: 3640.726074
	Iteration 16Q: 3 clusters Score -3505280 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -3506059.000000 Penalty: 3640.726074
	Iteration 17Q: 3 clusters Score -3506059 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -3506677.750000 Penalty: 3640.726074
	Iteration 18Q: 3 clusters Score -3506678 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -3507185.500000 Penalty: 3640.726074
	Iteration 19Q: 3 clusters Score -3507186 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -3507618.500000 Penalty: 3640.726074
	Iteration 20F: 3 clusters Score -3507618 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -3507892.000000 Penalty: 3640.726074
	Iteration 21Q: 3 clusters Score -3507892 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -3508112.750000 Penalty: 3640.726074
	Iteration 22Q: 3 clusters Score -3508113 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -3508249.750000 Penalty: 3640.726074
	Iteration 23Q: 3 clusters Score -3508250 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -3508363.750000 Penalty: 3640.726074
	Iteration 24Q: 3 clusters Score -3508364 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -3508420.500000 Penalty: 3640.726074
	Iteration 25Q: 3 clusters Score -3508420 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -3508467.750000 Penalty: 3640.726074
	Iteration 26Q: 3 clusters Score -3508468 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -3508516.500000 Penalty: 3640.726074
	Iteration 27Q: 3 clusters Score -3508516 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -3508546.750000 Penalty: 3640.726074
	Iteration 28Q: 3 clusters Score -3508547 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -3508570.000000 Penalty: 3640.726074
	Iteration 29Q: 3 clusters Score -3508570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -3508580.000000 Penalty: 3640.726074
	Iteration 30Q: 3 clusters Score -3508580 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -3508606.250000 Penalty: 3640.726074
	Iteration 31Q: 3 clusters Score -3508606 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -3508625.750000 Penalty: 3640.726074
	Iteration 32Q: 3 clusters Score -3508626 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -3508657.500000 Penalty: 3640.726074
	Iteration 33Q: 3 clusters Score -3508658 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -3508660.250000 Penalty: 3640.726074
	Iteration 34Q: 3 clusters Score -3508660 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -3508667.250000 Penalty: 3640.726074
	Iteration 35Q: 3 clusters Score -3508667 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -3508683.500000 Penalty: 3640.726074
	Iteration 36Q: 3 clusters Score -3508684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -3508694.250000 Penalty: 3640.726074
	Iteration 37Q: 3 clusters Score -3508694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -3508708.250000 Penalty: 3640.726074
	Iteration 38Q: 3 clusters Score -3508708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -3508731.000000 Penalty: 3640.726074
	Iteration 39Q: 3 clusters Score -3508731 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -3508738.000000 Penalty: 3640.726074
	Iteration 40F: 3 clusters Score -3508738 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -3508748.000000 Penalty: 3640.726074
	Iteration 41Q: 3 clusters Score -3508748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -3508769.750000 Penalty: 3640.726074
	Iteration 42Q: 3 clusters Score -3508770 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -3508763.000000 Penalty: 3640.726074
	Iteration 43Q: 3 clusters Score -3508763 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -3508784.000000 Penalty: 3640.726074
	Iteration 44Q: 3 clusters Score -3508784 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -3508777.500000 Penalty: 3640.726074
	Iteration 45Q: 3 clusters Score -3508778 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -3508783.750000 Penalty: 3640.726074
	Iteration 46Q: 3 clusters Score -3508784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -3508798.250000 Penalty: 3640.726074
	Iteration 47Q: 3 clusters Score -3508798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -3508808.500000 Penalty: 3640.726074
	Iteration 48Q: 3 clusters Score -3508808 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -3508818.500000 Penalty: 3640.726074
	Iteration 49Q: 3 clusters Score -3508818 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -3508827.500000 Penalty: 3640.726074
	Iteration 50Q: 3 clusters Score -3508828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -3508844.500000 Penalty: 3640.726074
	Iteration 51Q: 3 clusters Score -3508844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -3508844.750000 Penalty: 3640.726074
	Iteration 52Q: 3 clusters Score -3508845 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -3508846.500000 Penalty: 3640.726074
	Iteration 53Q: 3 clusters Score -3508846 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -3508860.750000 Penalty: 3640.726074
	Iteration 54Q: 3 clusters Score -3508861 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -3508865.500000 Penalty: 3640.726074
	Iteration 55Q: 3 clusters Score -3508866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -3508874.750000 Penalty: 3640.726074
	Iteration 56Q: 3 clusters Score -3508875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -3508873.750000 Penalty: 3640.726074
	Iteration 57Q: 3 clusters Score -3508874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -3508870.000000 Penalty: 3640.726074
	Iteration 58Q: 3 clusters Score -3508870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -3508879.250000 Penalty: 3640.726074
	Iteration 59Q: 3 clusters Score -3508879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -3508883.500000 Penalty: 3640.726074
	Iteration 60F: 3 clusters Score -3508884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -3508898.250000 Penalty: 3640.726074
	Iteration 61Q: 3 clusters Score -3508898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -3508908.500000 Penalty: 3640.726074
	Iteration 62Q: 3 clusters Score -3508908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -3508915.500000 Penalty: 3640.726074
	Iteration 63Q: 3 clusters Score -3508916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -3508923.750000 Penalty: 3640.726074
	Iteration 64Q: 3 clusters Score -3508924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -3508922.000000 Penalty: 3640.726074
	Iteration 65Q: 3 clusters Score -3508922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -3508934.000000 Penalty: 3640.726074
	Iteration 66Q: 3 clusters Score -3508934 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -3508934.250000 Penalty: 3640.726074
	Iteration 67Q: 3 clusters Score -3508934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -3508934.750000 Penalty: 3640.726074
	Iteration 68Q: 3 clusters Score -3508935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -3508931.000000 Penalty: 3640.726074
	Iteration 69Q: 3 clusters Score -3508931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -3508920.250000 Penalty: 3640.726074
	Iteration 70Q: 3 clusters Score -3508920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -3508935.250000 Penalty: 3640.726074
	Iteration 71Q: 3 clusters Score -3508935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -3508930.750000 Penalty: 3640.726074
	Iteration 72Q: 3 clusters Score -3508931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -3508937.750000 Penalty: 3640.726074
	Iteration 73Q: 3 clusters Score -3508938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -3508942.750000 Penalty: 3640.726074
	Iteration 74Q: 3 clusters Score -3508943 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -3508952.250000 Penalty: 3640.726074
	Iteration 75Q: 3 clusters Score -3508952 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -3508958.000000 Penalty: 3640.726074
	Iteration 76Q: 3 clusters Score -3508958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -3508957.500000 Penalty: 3640.726074
	Iteration 77Q: 3 clusters Score -3508958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -3508974.500000 Penalty: 3640.726074
	Iteration 78Q: 3 clusters Score -3508974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -3508976.500000 Penalty: 3640.726074
	Iteration 79Q: 3 clusters Score -3508976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -3508992.000000 Penalty: 3640.726074
	Iteration 80F: 3 clusters Score -3508992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -3508996.500000 Penalty: 3640.726074
	Iteration 81Q: 3 clusters Score -3508996 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -3509000.750000 Penalty: 3640.726074
	Iteration 82Q: 3 clusters Score -3509001 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -3509020.250000 Penalty: 3640.726074
	Iteration 83Q: 3 clusters Score -3509020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -3509027.750000 Penalty: 3640.726074
	Iteration 84Q: 3 clusters Score -3509028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -3509027.250000 Penalty: 3640.726074
	Iteration 85Q: 3 clusters Score -3509027 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -3509041.000000 Penalty: 3640.726074
	Iteration 86Q: 3 clusters Score -3509041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -3509049.500000 Penalty: 3640.726074
	Iteration 87Q: 3 clusters Score -3509050 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -3509060.000000 Penalty: 3640.726074
	Iteration 88Q: 3 clusters Score -3509060 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -3509072.250000 Penalty: 3640.726074
	Iteration 89Q: 3 clusters Score -3509072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -3509093.250000 Penalty: 3640.726074
	Iteration 90Q: 3 clusters Score -3509093 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -3509104.500000 Penalty: 3640.726074
	Iteration 91Q: 3 clusters Score -3509104 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -3509115.750000 Penalty: 3640.726074
	Iteration 92Q: 3 clusters Score -3509116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -3509105.250000 Penalty: 3640.726074
	Iteration 93Q: 3 clusters Score -3509105 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -3509122.000000 Penalty: 3640.726074
	Iteration 94Q: 3 clusters Score -3509122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -3509139.000000 Penalty: 3640.726074
	Iteration 95Q: 3 clusters Score -3509139 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -3509163.500000 Penalty: 3640.726074
	Iteration 96Q: 3 clusters Score -3509164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -3509176.750000 Penalty: 3640.726074
	Iteration 97Q: 3 clusters Score -3509177 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -3509185.000000 Penalty: 3640.726074
	Iteration 98Q: 3 clusters Score -3509185 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -3509194.000000 Penalty: 3640.726074
	Iteration 99Q: 3 clusters Score -3509194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -3509206.750000 Penalty: 3640.726074
	Iteration 100F: 3 clusters Score -3509207 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -3509212.750000 Penalty: 3640.726074
	Iteration 101Q: 3 clusters Score -3509213 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -3509231.000000 Penalty: 3640.726074
	Iteration 102Q: 3 clusters Score -3509231 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -3509231.250000 Penalty: 3640.726074
	Iteration 103Q: 3 clusters Score -3509231 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -3509240.000000 Penalty: 3640.726074
	Iteration 104Q: 3 clusters Score -3509240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -3509266.000000 Penalty: 3640.726074
	Iteration 105Q: 3 clusters Score -3509266 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -3509298.500000 Penalty: 3640.726074
	Iteration 106Q: 3 clusters Score -3509298 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -3509335.500000 Penalty: 3640.726074
	Iteration 107Q: 3 clusters Score -3509336 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -3509351.000000 Penalty: 3640.726074
	Iteration 108Q: 3 clusters Score -3509351 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -3509377.000000 Penalty: 3640.726074
	Iteration 109Q: 3 clusters Score -3509377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -3509400.500000 Penalty: 3640.726074
	Iteration 110Q: 3 clusters Score -3509400 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -3509413.750000 Penalty: 3640.726074
	Iteration 111Q: 3 clusters Score -3509414 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -3509453.250000 Penalty: 3640.726074
	Iteration 112Q: 3 clusters Score -3509453 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -3509464.500000 Penalty: 3640.726074
	Iteration 113Q: 3 clusters Score -3509464 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -3509503.250000 Penalty: 3640.726074
	Iteration 114Q: 3 clusters Score -3509503 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -3509543.000000 Penalty: 3640.726074
	Iteration 115Q: 3 clusters Score -3509543 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -3509610.500000 Penalty: 3640.726074
	Iteration 116Q: 3 clusters Score -3509610 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3509660 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -3509725.250000 Penalty: 3640.726074
	Iteration 118Q: 3 clusters Score -3509725 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3509787 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -3509860.000000 Penalty: 3640.726074
	Iteration 120F: 3 clusters Score -3509860 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -3509923.500000 Penalty: 3640.726074
	Iteration 121Q: 3 clusters Score -3509924 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3509992 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -3510095.750000 Penalty: 3640.726074
	Iteration 123Q: 3 clusters Score -3510096 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -3510202.750000 Penalty: 3640.726074
	Iteration 124Q: 3 clusters Score -3510203 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -3510308.500000 Penalty: 3640.726074
	Iteration 125Q: 3 clusters Score -3510308 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -3510389.500000 Penalty: 3640.726074
	Iteration 126Q: 3 clusters Score -3510390 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -3510482.500000 Penalty: 3640.726074
	Iteration 127Q: 3 clusters Score -3510482 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -3510561.500000 Penalty: 3640.726074
	Iteration 128Q: 3 clusters Score -3510562 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -3510604.500000 Penalty: 3640.726074
	Iteration 129Q: 3 clusters Score -3510604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3510686 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -3510757.750000 Penalty: 3640.726074
	Iteration 131Q: 3 clusters Score -3510758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -3510823.000000 Penalty: 3640.726074
	Iteration 132Q: 3 clusters Score -3510823 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -3510881.500000 Penalty: 3640.726074
	Iteration 133Q: 3 clusters Score -3510882 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -3510952.000000 Penalty: 3640.726074
	Iteration 134Q: 3 clusters Score -3510952 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3510987 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -3511032.250000 Penalty: 3640.726074
	Iteration 136Q: 3 clusters Score -3511032 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -3511107.500000 Penalty: 3640.726074
	Iteration 137Q: 3 clusters Score -3511108 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -3511161.750000 Penalty: 3640.726074
	Iteration 138Q: 3 clusters Score -3511162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -3511204.500000 Penalty: 3640.726074
	Iteration 139Q: 3 clusters Score -3511204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -3511246.250000 Penalty: 3640.726074
	Iteration 140F: 3 clusters Score -3511246 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -3511296.250000 Penalty: 3640.726074
	Iteration 141Q: 3 clusters Score -3511296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -3511342.750000 Penalty: 3640.726074
	Iteration 142Q: 3 clusters Score -3511343 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -3511377.500000 Penalty: 3640.726074
	Iteration 143Q: 3 clusters Score -3511378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -3511396.250000 Penalty: 3640.726074
	Iteration 144Q: 3 clusters Score -3511396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -3511420.000000 Penalty: 3640.726074
	Iteration 145Q: 3 clusters Score -3511420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -3511433.000000 Penalty: 3640.726074
	Iteration 146Q: 3 clusters Score -3511433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -3511453.500000 Penalty: 3640.726074
	Iteration 147Q: 3 clusters Score -3511454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3511468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -3511483.500000 Penalty: 3640.726074
	Iteration 149Q: 3 clusters Score -3511484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -3511495.000000 Penalty: 3640.726074
	Iteration 150Q: 3 clusters Score -3511495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -3511511.000000 Penalty: 3640.726074
	Iteration 151Q: 3 clusters Score -3511511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -3511515.750000 Penalty: 3640.726074
	Iteration 152Q: 3 clusters Score -3511516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -3511526.750000 Penalty: 3640.726074
	Iteration 153Q: 3 clusters Score -3511527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -3511533.750000 Penalty: 3640.726074
	Iteration 154Q: 3 clusters Score -3511534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -3511542.500000 Penalty: 3640.726074
	Iteration 155Q: 3 clusters Score -3511542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -3511543.500000 Penalty: 3640.726074
	Iteration 156Q: 3 clusters Score -3511544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -3511549.500000 Penalty: 3640.726074
	Iteration 157Q: 3 clusters Score -3511550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -3511546.250000 Penalty: 3640.726074
	Iteration 158Q: 3 clusters Score -3511546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -3511549.500000 Penalty: 3640.726074
	Iteration 159Q: 3 clusters Score -3511550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -3511548.750000 Penalty: 3640.726074
	Iteration 160F: 3 clusters Score -3511549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -3511552.250000 Penalty: 3640.726074
	Iteration 161Q: 3 clusters Score -3511552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -3511552.750000 Penalty: 3640.726074
	Iteration 162Q: 3 clusters Score -3511553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -3511548.250000 Penalty: 3640.726074
	Iteration 163Q: 3 clusters Score -3511548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -3511551.000000 Penalty: 3640.726074
	Iteration 164Q: 3 clusters Score -3511551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -3511552.000000 Penalty: 3640.726074
	Iteration 165Q: 3 clusters Score -3511552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3511552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -3511553.250000 Penalty: 3640.726074
	Iteration 167Q: 3 clusters Score -3511553 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -3511560.750000 Penalty: 3640.726074
	Iteration 168Q: 3 clusters Score -3511561 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -3511559.750000 Penalty: 3640.726074
	Iteration 169Q: 3 clusters Score -3511560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -3511562.500000 Penalty: 3640.726074
	Iteration 170Q: 3 clusters Score -3511562 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3511563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -3511561.750000 Penalty: 3640.726074
	Iteration 172Q: 3 clusters Score -3511562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -3511561.750000 Penalty: 3640.726074
	Iteration 173Q: 3 clusters Score -3511562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -3511565.250000 Penalty: 3640.726074
	Iteration 174Q: 3 clusters Score -3511565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3511564 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3511566 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3511566 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3511565 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3511566 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -3511568.500000 Penalty: 3640.726074
	Iteration 180F: 3 clusters Score -3511568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -3511571.000000 Penalty: 3640.726074
	Iteration 181Q: 3 clusters Score -3511571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -3511573.000000 Penalty: 3640.726074
	Iteration 182Q: 3 clusters Score -3511573 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3511571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -3511571.250000 Penalty: 3640.726074
	Iteration 184F: 3 clusters Score -3511571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Entering Unmasked Estep 
Score: -439599.656250 Penalty: 1495.865845
	Iteration 0F: 2 clusters Score -439599.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -432525.750000 Penalty: 2991.731689
	Iteration 0F: 3 clusters Score -432525.8 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -435345.750000 Penalty: 2991.731689
	Iteration 1F: 3 clusters Score -435345.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -435909.281250 Penalty: 2991.731689
	Iteration 2F: 3 clusters Score -435909.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -436413.312500 Penalty: 2991.731689
	Iteration 3F: 3 clusters Score -436413.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -436947.750000 Penalty: 2991.731689
	Iteration 4F: 3 clusters Score -436947.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -437420.343750 Penalty: 2991.731689
	Iteration 5F: 3 clusters Score -437420.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -437805.031250 Penalty: 2991.731689
	Iteration 6F: 3 clusters Score -437805 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -438122.312500 Penalty: 2991.731689
	Iteration 7Q: 3 clusters Score -438122.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -438379.718750 Penalty: 2991.731689
	Iteration 8Q: 3 clusters Score -438379.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -438576.968750 Penalty: 2991.731689
	Iteration 9Q: 3 clusters Score -438577 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -438744.812500 Penalty: 2991.731689
	Iteration 10Q: 3 clusters Score -438744.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -438870.062500 Penalty: 2991.731689
	Iteration 11Q: 3 clusters Score -438870.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -438943.531250 Penalty: 2991.731689
	Iteration 12Q: 3 clusters Score -438943.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -438998.906250 Penalty: 2991.731689
	Iteration 13Q: 3 clusters Score -438998.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -439025.812500 Penalty: 2991.731689
	Iteration 14Q: 3 clusters Score -439025.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -439049.406250 Penalty: 2991.731689
	Iteration 15Q: 3 clusters Score -439049.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -439061.812500 Penalty: 2991.731689
	Iteration 16Q: 3 clusters Score -439061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -439070.875000 Penalty: 2991.731689
	Iteration 17Q: 3 clusters Score -439070.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -439082.218750 Penalty: 2991.731689
	Iteration 18Q: 3 clusters Score -439082.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -439087.656250 Penalty: 2991.731689
	Iteration 19Q: 3 clusters Score -439087.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -439090.687500 Penalty: 2991.731689
	Iteration 20F: 3 clusters Score -439090.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -439092.906250 Penalty: 2991.731689
	Iteration 21Q: 3 clusters Score -439092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -439096.031250 Penalty: 2991.731689
	Iteration 22Q: 3 clusters Score -439096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -439098.875000 Penalty: 2991.731689
	Iteration 23Q: 3 clusters Score -439098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -439103.031250 Penalty: 2991.731689
	Iteration 24Q: 3 clusters Score -439103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -439104.281250 Penalty: 2991.731689
	Iteration 25Q: 3 clusters Score -439104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -439104.031250 Penalty: 2991.731689
	Iteration 26Q: 3 clusters Score -439104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -439104.031250 Penalty: 2991.731689
	Iteration 27F: 3 clusters Score -439104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247333 members 
Entering Unmasked Estep 
Score: -11753979.000000 Penalty: 2018.004883
	Iteration 0F: 2 clusters Score -1.175398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123608 members 
Mstep: Class 2 contains 123725 members 
Entering Unmasked Estep 
Score: -11587776.000000 Penalty: 4036.009766
	Iteration 0F: 3 clusters Score -1.158778e+07 nChanged 120137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -11658614.000000 Penalty: 4036.009766
	Iteration 1F: 3 clusters Score -1.165861e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 129998 members 
Entering Unmasked Estep 
Score: -11659819.000000 Penalty: 4036.009766
	Iteration 2Q: 3 clusters Score -1.165982e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 133878 members 
Entering Unmasked Estep 
Score: -11662043.000000 Penalty: 4036.009766
	Iteration 3Q: 3 clusters Score -1.166204e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -11664761.000000 Penalty: 4036.009766
	Iteration 4Q: 3 clusters Score -1.166476e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99169 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -11669293.000000 Penalty: 4036.009766
	Iteration 5Q: 3 clusters Score -1.166929e+07 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -11676940.000000 Penalty: 4036.009766
	Iteration 6F: 3 clusters Score -1.167694e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 175081 members 
Entering Unmasked Estep 
Score: -11688660.000000 Penalty: 4036.009766
	Iteration 7F: 3 clusters Score -1.168866e+07 nChanged 18338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -11704374.000000 Penalty: 4036.009766
	Iteration 8F: 3 clusters Score -1.170437e+07 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 209652 members 
Entering Unmasked Estep 
Score: -11720352.000000 Penalty: 4036.009766
	Iteration 9F: 3 clusters Score -1.172035e+07 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 222686 members 
Entering Unmasked Estep 
Score: -11732462.000000 Penalty: 4036.009766
	Iteration 10F: 3 clusters Score -1.173246e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 231637 members 
Entering Unmasked Estep 
Score: -11740301.000000 Penalty: 4036.009766
	Iteration 11Q: 3 clusters Score -1.17403e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 237610 members 
Entering Unmasked Estep 
Score: -11745360.000000 Penalty: 4036.009766
	Iteration 12Q: 3 clusters Score -1.174536e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 241617 members 
Entering Unmasked Estep 
Score: -11748608.000000 Penalty: 4036.009766
	Iteration 13Q: 3 clusters Score -1.174861e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 243998 members 
Entering Unmasked Estep 
Score: -11750494.000000 Penalty: 4036.009766
	Iteration 14Q: 3 clusters Score -1.175049e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 245253 members 
Entering Unmasked Estep 
Score: -11751477.000000 Penalty: 4036.009766
	Iteration 15Q: 3 clusters Score -1.175148e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 245888 members 
Entering Unmasked Estep 
Score: -11751972.000000 Penalty: 4036.009766
	Iteration 16Q: 3 clusters Score -1.175197e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 246160 members 
Entering Unmasked Estep 
Score: -11752218.000000 Penalty: 4036.009766
	Iteration 17Q: 3 clusters Score -1.175222e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 246299 members 
Entering Unmasked Estep 
Score: -11752336.000000 Penalty: 4036.009766
	Iteration 18Q: 3 clusters Score -1.175234e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 246375 members 
Entering Unmasked Estep 
Score: -11752409.000000 Penalty: 4036.009766
	Iteration 19Q: 3 clusters Score -1.175241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 246428 members 
Entering Unmasked Estep 
Score: -11752494.000000 Penalty: 4036.009766
	Iteration 20F: 3 clusters Score -1.175249e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 246453 members 
Entering Unmasked Estep 
Score: -11752541.000000 Penalty: 4036.009766
	Iteration 21Q: 3 clusters Score -1.175254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 246480 members 
Entering Unmasked Estep 
Score: -11752583.000000 Penalty: 4036.009766
	Iteration 22Q: 3 clusters Score -1.175258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 246496 members 
Entering Unmasked Estep 
Score: -11752613.000000 Penalty: 4036.009766
	Iteration 23Q: 3 clusters Score -1.175261e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 246509 members 
Entering Unmasked Estep 
Score: -11752625.000000 Penalty: 4036.009766
	Iteration 24Q: 3 clusters Score -1.175262e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 246514 members 
Entering Unmasked Estep 
Score: -11752622.000000 Penalty: 4036.009766
	Iteration 25Q: 3 clusters Score -1.175262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 246521 members 
Entering Unmasked Estep 
Score: -11752636.000000 Penalty: 4036.009766
	Iteration 26Q: 3 clusters Score -1.175264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 246519 members 
Entering Unmasked Estep 
Score: -11752635.000000 Penalty: 4036.009766
	Iteration 27Q: 3 clusters Score -1.175264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 246522 members 
Entering Unmasked Estep 
Score: -11752655.000000 Penalty: 4036.009766
	Iteration 28Q: 3 clusters Score -1.175266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 246515 members 
Entering Unmasked Estep 
Score: -11752659.000000 Penalty: 4036.009766
	Iteration 29Q: 3 clusters Score -1.175266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 246510 members 
Entering Unmasked Estep 
Score: -11752670.000000 Penalty: 4036.009766
	Iteration 30Q: 3 clusters Score -1.175267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 246510 members 
Entering Unmasked Estep 
Score: -11752678.000000 Penalty: 4036.009766
	Iteration 31Q: 3 clusters Score -1.175268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 246512 members 
Entering Unmasked Estep 
Score: -11752673.000000 Penalty: 4036.009766
	Iteration 32Q: 3 clusters Score -1.175267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 246508 members 
Entering Unmasked Estep 
Score: -11752670.000000 Penalty: 4036.009766
	Iteration 33Q: 3 clusters Score -1.175267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 246509 members 
Entering Unmasked Estep 
Score: -11752658.000000 Penalty: 4036.009766
	Iteration 34Q: 3 clusters Score -1.175266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 246506 members 
Entering Unmasked Estep 
Score: -11752659.000000 Penalty: 4036.009766
	Iteration 35Q: 3 clusters Score -1.175266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 246502 members 
Entering Unmasked Estep 
Score: -11752665.000000 Penalty: 4036.009766
	Iteration 36Q: 3 clusters Score -1.175266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 246501 members 
Entering Unmasked Estep 
Score: -11752666.000000 Penalty: 4036.009766
	Iteration 37Q: 3 clusters Score -1.175267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 246504 members 
Entering Unmasked Estep 
Score: -11752667.000000 Penalty: 4036.009766
	Iteration 38Q: 3 clusters Score -1.175267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 246504 members 
Entering Unmasked Estep 
Score: -11752677.000000 Penalty: 4036.009766
	Iteration 39Q: 3 clusters Score -1.175268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 246503 members 
Entering Unmasked Estep 
Score: -11752674.000000 Penalty: 4036.009766
	Iteration 40F: 3 clusters Score -1.175267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 246501 members 
Entering Unmasked Estep 
Score: -11752675.000000 Penalty: 4036.009766
	Iteration 41Q: 3 clusters Score -1.175268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 246499 members 
Entering Unmasked Estep 
Score: -11752677.000000 Penalty: 4036.009766
	Iteration 42Q: 3 clusters Score -1.175268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 246498 members 
Entering Unmasked Estep 
Score: -11752675.000000 Penalty: 4036.009766
	Iteration 43Q: 3 clusters Score -1.175268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 246497 members 
Entering Unmasked Estep 
Score: -11752677.000000 Penalty: 4036.009766
	Iteration 44Q: 3 clusters Score -1.175268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 246496 members 
Entering Unmasked Estep 
Score: -11752678.000000 Penalty: 4036.009766
	Iteration 45Q: 3 clusters Score -1.175268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 246495 members 
Entering Unmasked Estep 
Score: -11752680.000000 Penalty: 4036.009766
	Iteration 46Q: 3 clusters Score -1.175268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 246495 members 
Entering Unmasked Estep 
Score: -11752680.000000 Penalty: 4036.009766
	Iteration 47F: 3 clusters Score -1.175268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -231521.937500 Penalty: 1374.541382
	Iteration 0F: 2 clusters Score -231521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -227704.281250 Penalty: 2749.082764
	Iteration 0F: 3 clusters Score -227704.3 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -228668.218750 Penalty: 2749.082764
	Iteration 1F: 3 clusters Score -228668.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -228831.984375 Penalty: 2749.082764
	Iteration 2F: 3 clusters Score -228832 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -228938.796875 Penalty: 2749.082764
	Iteration 3F: 3 clusters Score -228938.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -229008.906250 Penalty: 2749.082764
	Iteration 4Q: 3 clusters Score -229008.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -229064.031250 Penalty: 2749.082764
	Iteration 5Q: 3 clusters Score -229064 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -229116.078125 Penalty: 2749.082764
	Iteration 6Q: 3 clusters Score -229116.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -229184.656250 Penalty: 2749.082764
	Iteration 7Q: 3 clusters Score -229184.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -229277.453125 Penalty: 2749.082764
	Iteration 8Q: 3 clusters Score -229277.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -229369.265625 Penalty: 2749.082764
	Iteration 9Q: 3 clusters Score -229369.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -229457.546875 Penalty: 2749.082764
	Iteration 10Q: 3 clusters Score -229457.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -229562.000000 Penalty: 2749.082764
	Iteration 11Q: 3 clusters Score -229562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -229659.015625 Penalty: 2749.082764
	Iteration 12Q: 3 clusters Score -229659 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -229751.484375 Penalty: 2749.082764
	Iteration 13Q: 3 clusters Score -229751.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -229855.046875 Penalty: 2749.082764
	Iteration 14Q: 3 clusters Score -229855 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -229928.984375 Penalty: 2749.082764
	Iteration 15Q: 3 clusters Score -229929 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -229989.906250 Penalty: 2749.082764
	Iteration 16Q: 3 clusters Score -229989.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -230035.109375 Penalty: 2749.082764
	Iteration 17Q: 3 clusters Score -230035.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -230069.609375 Penalty: 2749.082764
	Iteration 18Q: 3 clusters Score -230069.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -230101.140625 Penalty: 2749.082764
	Iteration 19Q: 3 clusters Score -230101.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -230132.281250 Penalty: 2749.082764
	Iteration 20F: 3 clusters Score -230132.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -230163.468750 Penalty: 2749.082764
	Iteration 21Q: 3 clusters Score -230163.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -230187.578125 Penalty: 2749.082764
	Iteration 22Q: 3 clusters Score -230187.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -230205.531250 Penalty: 2749.082764
	Iteration 23Q: 3 clusters Score -230205.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -230220.015625 Penalty: 2749.082764
	Iteration 24Q: 3 clusters Score -230220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -230232.250000 Penalty: 2749.082764
	Iteration 25Q: 3 clusters Score -230232.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -230241.546875 Penalty: 2749.082764
	Iteration 26Q: 3 clusters Score -230241.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -230251.343750 Penalty: 2749.082764
	Iteration 27Q: 3 clusters Score -230251.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -230261.328125 Penalty: 2749.082764
	Iteration 28Q: 3 clusters Score -230261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -230268.437500 Penalty: 2749.082764
	Iteration 29Q: 3 clusters Score -230268.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -230276.828125 Penalty: 2749.082764
	Iteration 30Q: 3 clusters Score -230276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -230284.125000 Penalty: 2749.082764
	Iteration 31Q: 3 clusters Score -230284.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -230288.859375 Penalty: 2749.082764
	Iteration 32Q: 3 clusters Score -230288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -230292.968750 Penalty: 2749.082764
	Iteration 33Q: 3 clusters Score -230293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -230296.062500 Penalty: 2749.082764
	Iteration 34Q: 3 clusters Score -230296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -230298.921875 Penalty: 2749.082764
	Iteration 35Q: 3 clusters Score -230298.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -230302.250000 Penalty: 2749.082764
	Iteration 36Q: 3 clusters Score -230302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -230308.781250 Penalty: 2749.082764
	Iteration 37Q: 3 clusters Score -230308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -230312.171875 Penalty: 2749.082764
	Iteration 38Q: 3 clusters Score -230312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -230314.078125 Penalty: 2749.082764
	Iteration 39Q: 3 clusters Score -230314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -230315.890625 Penalty: 2749.082764
	Iteration 40F: 3 clusters Score -230315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -230317.312500 Penalty: 2749.082764
	Iteration 41Q: 3 clusters Score -230317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -230319.140625 Penalty: 2749.082764
	Iteration 42Q: 3 clusters Score -230319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -230320.328125 Penalty: 2749.082764
	Iteration 43Q: 3 clusters Score -230320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -230322.406250 Penalty: 2749.082764
	Iteration 44Q: 3 clusters Score -230322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -230323.656250 Penalty: 2749.082764
	Iteration 45Q: 3 clusters Score -230323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -230323.656250 Penalty: 2749.082764
	Iteration 46F: 3 clusters Score -230323.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Entering Unmasked Estep 
Score: -1761364.125000 Penalty: 1704.488647
	Iteration 0F: 2 clusters Score -1761364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1737306.000000 Penalty: 3408.977295
	Iteration 0F: 3 clusters Score -1737306 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1746548.750000 Penalty: 3408.977295
	Iteration 1F: 3 clusters Score -1746549 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1747114.250000 Penalty: 3408.977295
	Iteration 2Q: 3 clusters Score -1747114 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1747850.500000 Penalty: 3408.977295
	Iteration 3Q: 3 clusters Score -1747850 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1748985.250000 Penalty: 3408.977295
	Iteration 4F: 3 clusters Score -1748985 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1750898.000000 Penalty: 3408.977295
	Iteration 5F: 3 clusters Score -1750898 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1753550.500000 Penalty: 3408.977295
	Iteration 6F: 3 clusters Score -1753550 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1756344.500000 Penalty: 3408.977295
	Iteration 7F: 3 clusters Score -1756344 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1758290.875000 Penalty: 3408.977295
	Iteration 8F: 3 clusters Score -1758291 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1759369.500000 Penalty: 3408.977295
	Iteration 9Q: 3 clusters Score -1759370 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1759793.750000 Penalty: 3408.977295
	Iteration 10Q: 3 clusters Score -1759794 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1759972.875000 Penalty: 3408.977295
	Iteration 11Q: 3 clusters Score -1759973 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1760038.500000 Penalty: 3408.977295
	Iteration 12Q: 3 clusters Score -1760038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1760080.875000 Penalty: 3408.977295
	Iteration 13Q: 3 clusters Score -1760081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1760103.500000 Penalty: 3408.977295
	Iteration 14Q: 3 clusters Score -1760104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1760123.125000 Penalty: 3408.977295
	Iteration 15Q: 3 clusters Score -1760123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1760141.000000 Penalty: 3408.977295
	Iteration 16Q: 3 clusters Score -1760141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1760163.000000 Penalty: 3408.977295
	Iteration 17Q: 3 clusters Score -1760163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1760167.625000 Penalty: 3408.977295
	Iteration 18Q: 3 clusters Score -1760168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1760181.125000 Penalty: 3408.977295
	Iteration 19Q: 3 clusters Score -1760181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1760181.750000 Penalty: 3408.977295
	Iteration 20F: 3 clusters Score -1760182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1760185.000000 Penalty: 3408.977295
	Iteration 21Q: 3 clusters Score -1760185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1760191.625000 Penalty: 3408.977295
	Iteration 22Q: 3 clusters Score -1760192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1760196.875000 Penalty: 3408.977295
	Iteration 23Q: 3 clusters Score -1760197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1760206.500000 Penalty: 3408.977295
	Iteration 24Q: 3 clusters Score -1760206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1760211.375000 Penalty: 3408.977295
	Iteration 25Q: 3 clusters Score -1760211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1760212.125000 Penalty: 3408.977295
	Iteration 26Q: 3 clusters Score -1760212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1760213.625000 Penalty: 3408.977295
	Iteration 27Q: 3 clusters Score -1760214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1760216.750000 Penalty: 3408.977295
	Iteration 28Q: 3 clusters Score -1760217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1760218.500000 Penalty: 3408.977295
	Iteration 29Q: 3 clusters Score -1760218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1760221.125000 Penalty: 3408.977295
	Iteration 30Q: 3 clusters Score -1760221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1760223.500000 Penalty: 3408.977295
	Iteration 31Q: 3 clusters Score -1760224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1760224.625000 Penalty: 3408.977295
	Iteration 32Q: 3 clusters Score -1760225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1760222.875000 Penalty: 3408.977295
	Iteration 33Q: 3 clusters Score -1760223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1760224.375000 Penalty: 3408.977295
	Iteration 34Q: 3 clusters Score -1760224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1760221.125000 Penalty: 3408.977295
	Iteration 35Q: 3 clusters Score -1760221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1760222.250000 Penalty: 3408.977295
	Iteration 36Q: 3 clusters Score -1760222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1760223.500000 Penalty: 3408.977295
	Iteration 37Q: 3 clusters Score -1760224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1760223.500000 Penalty: 3408.977295
	Iteration 38F: 3 clusters Score -1760224 nChanged 0
--- Evaluating fit on full set of 2421217 points ---
Entering Unmasked Estep 
Score: -112488120.000000 Penalty: 38219.429688
21->17 Clusters: Score -112488120.000000, best is -112526672.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 807072 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 38410 members 
Mstep: Class 3 contains 38601 members 
Mstep: Class 4 contains 38547 members 
Mstep: Class 5 contains 38374 members 
Mstep: Class 6 contains 38576 members 
Mstep: Class 7 contains 38438 members 
Mstep: Class 8 contains 38606 members 
Mstep: Class 9 contains 38040 members 
Mstep: Class 10 contains 38214 members 
Mstep: Class 11 contains 38228 members 
Mstep: Class 12 contains 38663 members 
Mstep: Class 13 contains 38437 members 
Mstep: Class 14 contains 38729 members 
Mstep: Class 15 contains 38525 members 
Mstep: Class 16 contains 38224 members 
Mstep: Class 17 contains 38472 members 
Mstep: Class 18 contains 38581 members 
Mstep: Class 19 contains 38499 members 
Mstep: Class 20 contains 38229 members 
Mstep: Class 21 contains 38213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 835.040283 but Gain 2210.187500
Score: -34972424.000000 Penalty: 44203.796875
Iteration 0F: 21 clusters Score -3.497242e+07 nChanged 762095
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 44564 members 
Mstep: Class 3 contains 39608 members 
Mstep: Class 4 contains 34721 members 
Mstep: Class 5 contains 37189 members 
Mstep: Class 6 contains 48424 members 
Mstep: Class 7 contains 38548 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 27031 members 
Mstep: Class 11 contains 33081 members 
Mstep: Class 12 contains 55576 members 
Mstep: Class 13 contains 41464 members 
Mstep: Class 14 contains 36087 members 
Mstep: Class 15 contains 58685 members 
Mstep: Class 16 contains 40351 members 
Mstep: Class 17 contains 47982 members 
Mstep: Class 18 contains 48483 members 
Mstep: Class 19 contains 28169 members 
Mstep: Class 20 contains 28888 members 
Mstep: Class 21 contains 31833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36533168.000000 Penalty: 44203.796875
Iteration 1F: 21 clusters Score -3.653317e+07 nChanged 174033
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 40967 members 
Mstep: Class 3 contains 37670 members 
Mstep: Class 4 contains 34580 members 
Mstep: Class 5 contains 33633 members 
Mstep: Class 6 contains 51397 members 
Mstep: Class 7 contains 35290 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 23079 members 
Mstep: Class 11 contains 35090 members 
Mstep: Class 12 contains 66300 members 
Mstep: Class 13 contains 42883 members 
Mstep: Class 14 contains 32992 members 
Mstep: Class 15 contains 70442 members 
Mstep: Class 16 contains 39771 members 
Mstep: Class 17 contains 48872 members 
Mstep: Class 18 contains 50830 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 23352 members 
Mstep: Class 21 contains 26947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36684540.000000 Penalty: 44203.796875
Iteration 2F: 21 clusters Score -3.668454e+07 nChanged 151854
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 38135 members 
Mstep: Class 3 contains 36615 members 
Mstep: Class 4 contains 34281 members 
Mstep: Class 5 contains 29164 members 
Mstep: Class 6 contains 52844 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 31716 members 
Mstep: Class 9 contains 19817 members 
Mstep: Class 11 contains 40178 members 
Mstep: Class 12 contains 75857 members 
Mstep: Class 13 contains 45561 members 
Mstep: Class 14 contains 30095 members 
Mstep: Class 15 contains 83673 members 
Mstep: Class 16 contains 37542 members 
Mstep: Class 17 contains 49845 members 
Mstep: Class 18 contains 53461 members 
Mstep: Class 19 contains 21992 members 
Mstep: Class 20 contains 18227 members 
Mstep: Class 21 contains 21001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36799864.000000 Penalty: 44203.796875
Iteration 3F: 21 clusters Score -3.679986e+07 nChanged 130747
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 36651 members 
Mstep: Class 3 contains 36738 members 
Mstep: Class 4 contains 33917 members 
Mstep: Class 5 contains 24058 members 
Mstep: Class 6 contains 52445 members 
Mstep: Class 7 contains 26809 members 
Mstep: Class 8 contains 27959 members 
Mstep: Class 9 contains 17760 members 
Mstep: Class 11 contains 47042 members 
Mstep: Class 12 contains 84595 members 
Mstep: Class 13 contains 48073 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 15 contains 97895 members 
Mstep: Class 16 contains 34584 members 
Mstep: Class 17 contains 50240 members 
Mstep: Class 18 contains 56234 members 
Mstep: Class 19 contains 18393 members 
Mstep: Class 20 contains 14129 members 
Mstep: Class 21 contains 15044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36890952.000000 Penalty: 44203.796875
Iteration 4F: 21 clusters Score -3.689095e+07 nChanged 115885
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 36360 members 
Mstep: Class 3 contains 37758 members 
Mstep: Class 4 contains 33590 members 
Mstep: Class 5 contains 18929 members 
Mstep: Class 6 contains 50467 members 
Mstep: Class 7 contains 22461 members 
Mstep: Class 8 contains 23634 members 
Mstep: Class 9 contains 16405 members 
Mstep: Class 11 contains 54321 members 
Mstep: Class 12 contains 93209 members 
Mstep: Class 13 contains 49513 members 
Mstep: Class 14 contains 23905 members 
Mstep: Class 15 contains 113303 members 
Mstep: Class 16 contains 31480 members 
Mstep: Class 17 contains 49385 members 
Mstep: Class 18 contains 58795 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 10776 members 
Mstep: Class 21 contains 10019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36971116.000000 Penalty: 44203.796875
Iteration 5F: 21 clusters Score -3.697112e+07 nChanged 106052
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 37478 members 
Mstep: Class 3 contains 39375 members 
Mstep: Class 4 contains 33351 members 
Mstep: Class 5 contains 13956 members 
Mstep: Class 6 contains 47622 members 
Mstep: Class 7 contains 18163 members 
Mstep: Class 8 contains 18945 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 11 contains 60859 members 
Mstep: Class 12 contains 101394 members 
Mstep: Class 13 contains 49615 members 
Mstep: Class 14 contains 20317 members 
Mstep: Class 15 contains 129827 members 
Mstep: Class 16 contains 28292 members 
Mstep: Class 17 contains 46923 members 
Mstep: Class 18 contains 61234 members 
Mstep: Class 19 contains 10255 members 
Mstep: Class 20 contains 8386 members 
Mstep: Class 21 contains 6260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37045572.000000 Penalty: 44203.796875
Iteration 6F: 21 clusters Score -3.704557e+07 nChanged 98113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 39753 members 
Mstep: Class 3 contains 40886 members 
Mstep: Class 4 contains 33189 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 14116 members 
Mstep: Class 8 contains 14487 members 
Mstep: Class 9 contains 14765 members 
Mstep: Class 11 contains 66087 members 
Mstep: Class 12 contains 107853 members 
Mstep: Class 13 contains 48421 members 
Mstep: Class 14 contains 16424 members 
Mstep: Class 15 contains 147368 members 
Mstep: Class 16 contains 25146 members 
Mstep: Class 17 contains 43054 members 
Mstep: Class 18 contains 63803 members 
Mstep: Class 19 contains 6689 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37113544.000000 Penalty: 44203.796875
Iteration 7F: 21 clusters Score -3.711354e+07 nChanged 90519
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 42414 members 
Mstep: Class 3 contains 41892 members 
Mstep: Class 4 contains 32460 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 41251 members 
Mstep: Class 7 contains 10640 members 
Mstep: Class 8 contains 10699 members 
Mstep: Class 9 contains 14315 members 
Mstep: Class 11 contains 70198 members 
Mstep: Class 12 contains 111567 members 
Mstep: Class 13 contains 45926 members 
Mstep: Class 14 contains 12568 members 
Mstep: Class 15 contains 165365 members 
Mstep: Class 16 contains 22149 members 
Mstep: Class 17 contains 37989 members 
Mstep: Class 18 contains 67014 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1715.357056 but Gain 2210.191406
Score: -37176012.000000 Penalty: 41993.605469
Iteration 8F: 20 clusters Score -3.717601e+07 nChanged 83819
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 44556 members 
Mstep: Class 3 contains 42417 members 
Mstep: Class 4 contains 31020 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 39233 members 
Mstep: Class 7 contains 7918 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 11 contains 73289 members 
Mstep: Class 12 contains 112102 members 
Mstep: Class 13 contains 42910 members 
Mstep: Class 14 contains 9178 members 
Mstep: Class 15 contains 183237 members 
Mstep: Class 16 contains 19246 members 
Mstep: Class 17 contains 32416 members 
Mstep: Class 18 contains 71834 members 
Mstep: Class 19 contains 2206 members 
Mstep: Class 20 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1243.072388 but Gain 2210.191406
Score: -37234104.000000 Penalty: 39783.414062
Iteration 9F: 19 clusters Score -3.72341e+07 nChanged 74986
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 46002 members 
Mstep: Class 3 contains 42284 members 
Mstep: Class 4 contains 28779 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 38004 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 9 contains 13467 members 
Mstep: Class 11 contains 75352 members 
Mstep: Class 12 contains 109960 members 
Mstep: Class 13 contains 39856 members 
Mstep: Class 14 contains 6429 members 
Mstep: Class 15 contains 200065 members 
Mstep: Class 16 contains 16370 members 
Mstep: Class 17 contains 26739 members 
Mstep: Class 18 contains 77560 members 
Mstep: Class 20 contains 6760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1112.138184 but Gain 2210.187500
Score: -37283132.000000 Penalty: 37573.226562
Iteration 10F: 18 clusters Score -3.728313e+07 nChanged 66362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 46470 members 
Mstep: Class 3 contains 41386 members 
Mstep: Class 4 contains 26046 members 
Mstep: Class 6 contains 37651 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 13047 members 
Mstep: Class 11 contains 76831 members 
Mstep: Class 12 contains 105799 members 
Mstep: Class 13 contains 36922 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 215596 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 21615 members 
Mstep: Class 18 contains 83582 members 
Mstep: Class 20 contains 7032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37323280.000000 Penalty: 37573.226562
Iteration 11F: 18 clusters Score -3.732328e+07 nChanged 56209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 46307 members 
Mstep: Class 3 contains 39944 members 
Mstep: Class 4 contains 23163 members 
Mstep: Class 6 contains 37553 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 12613 members 
Mstep: Class 11 contains 77683 members 
Mstep: Class 12 contains 101529 members 
Mstep: Class 13 contains 34027 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 228466 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 17 contains 17227 members 
Mstep: Class 18 contains 89141 members 
Mstep: Class 20 contains 7339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37353624.000000 Penalty: 37573.226562
Iteration 12F: 18 clusters Score -3.735362e+07 nChanged 46870
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 45902 members 
Mstep: Class 3 contains 38130 members 
Mstep: Class 4 contains 20470 members 
Mstep: Class 6 contains 37683 members 
Mstep: Class 7 contains 3412 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 12201 members 
Mstep: Class 11 contains 78275 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 31341 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 239276 members 
Mstep: Class 16 contains 9846 members 
Mstep: Class 17 contains 13719 members 
Mstep: Class 18 contains 93643 members 
Mstep: Class 20 contains 7644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1827.146606 but Gain 2210.191406
Score: -37375980.000000 Penalty: 35363.035156
Iteration 13F: 17 clusters Score -3.737598e+07 nChanged 39704
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 45348 members 
Mstep: Class 3 contains 36359 members 
Mstep: Class 4 contains 18059 members 
Mstep: Class 6 contains 38059 members 
Mstep: Class 7 contains 3417 members 
Mstep: Class 9 contains 11766 members 
Mstep: Class 11 contains 78936 members 
Mstep: Class 12 contains 95145 members 
Mstep: Class 13 contains 28838 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 248600 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 11014 members 
Mstep: Class 18 contains 97774 members 
Mstep: Class 20 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1772.268799 but Gain 2210.187500
Score: -37393508.000000 Penalty: 33152.847656
Iteration 14Q: 16 clusters Score -3.739351e+07 nChanged 32583
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 44792 members 
Mstep: Class 3 contains 34394 members 
Mstep: Class 4 contains 15944 members 
Mstep: Class 6 contains 38600 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 9 contains 11379 members 
Mstep: Class 11 contains 79590 members 
Mstep: Class 12 contains 92297 members 
Mstep: Class 13 contains 26459 members 
Mstep: Class 15 contains 256587 members 
Mstep: Class 16 contains 7756 members 
Mstep: Class 17 contains 8994 members 
Mstep: Class 18 contains 100769 members 
Mstep: Class 20 contains 8072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37406312.000000 Penalty: 33152.847656
Iteration 15Q: 16 clusters Score -3.740631e+07 nChanged 26225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 44028 members 
Mstep: Class 3 contains 32502 members 
Mstep: Class 4 contains 13977 members 
Mstep: Class 6 contains 39079 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 9 contains 11044 members 
Mstep: Class 11 contains 80137 members 
Mstep: Class 12 contains 89242 members 
Mstep: Class 13 contains 24079 members 
Mstep: Class 15 contains 263621 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 7455 members 
Mstep: Class 18 contains 102997 members 
Mstep: Class 20 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37414848.000000 Penalty: 33152.847656
Iteration 16Q: 16 clusters Score -3.741485e+07 nChanged 22649
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 43282 members 
Mstep: Class 3 contains 30683 members 
Mstep: Class 4 contains 12196 members 
Mstep: Class 6 contains 39663 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 85925 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 15 contains 270332 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 104658 members 
Mstep: Class 20 contains 8293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37422036.000000 Penalty: 33152.847656
Iteration 17Q: 16 clusters Score -3.742204e+07 nChanged 20356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 42427 members 
Mstep: Class 3 contains 28915 members 
Mstep: Class 4 contains 10563 members 
Mstep: Class 6 contains 40357 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 9 contains 10639 members 
Mstep: Class 11 contains 81259 members 
Mstep: Class 12 contains 82197 members 
Mstep: Class 13 contains 19856 members 
Mstep: Class 15 contains 276911 members 
Mstep: Class 16 contains 5950 members 
Mstep: Class 17 contains 5440 members 
Mstep: Class 18 contains 105932 members 
Mstep: Class 20 contains 8352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37428796.000000 Penalty: 33152.847656
Iteration 18Q: 16 clusters Score -3.74288e+07 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 41533 members 
Mstep: Class 3 contains 27229 members 
Mstep: Class 4 contains 9118 members 
Mstep: Class 6 contains 40897 members 
Mstep: Class 7 contains 4752 members 
Mstep: Class 9 contains 10554 members 
Mstep: Class 11 contains 81890 members 
Mstep: Class 12 contains 78074 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 15 contains 283647 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 106831 members 
Mstep: Class 20 contains 8389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37433932.000000 Penalty: 33152.847656
Iteration 19Q: 16 clusters Score -3.743393e+07 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 25667 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 6 contains 41448 members 
Mstep: Class 7 contains 4932 members 
Mstep: Class 9 contains 10454 members 
Mstep: Class 11 contains 82530 members 
Mstep: Class 12 contains 73700 members 
Mstep: Class 13 contains 16551 members 
Mstep: Class 15 contains 290301 members 
Mstep: Class 16 contains 5317 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 107377 members 
Mstep: Class 20 contains 8412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37439148.000000 Penalty: 33152.847656
Iteration 20F: 16 clusters Score -3.743915e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 39774 members 
Mstep: Class 3 contains 24112 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 6 contains 41871 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 9 contains 10376 members 
Mstep: Class 11 contains 83209 members 
Mstep: Class 12 contains 69231 members 
Mstep: Class 13 contains 15197 members 
Mstep: Class 15 contains 296940 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 107585 members 
Mstep: Class 20 contains 8414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37443732.000000 Penalty: 33152.847656
Iteration 21Q: 16 clusters Score -3.744373e+07 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 38948 members 
Mstep: Class 3 contains 22633 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 6 contains 42201 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 11 contains 83877 members 
Mstep: Class 12 contains 64644 members 
Mstep: Class 13 contains 14017 members 
Mstep: Class 15 contains 303602 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 4008 members 
Mstep: Class 18 contains 107578 members 
Mstep: Class 20 contains 8403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37448696.000000 Penalty: 33152.847656
Iteration 22Q: 16 clusters Score -3.74487e+07 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 38140 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 6 contains 42421 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 9 contains 10302 members 
Mstep: Class 11 contains 84488 members 
Mstep: Class 12 contains 59941 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 15 contains 310508 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 107323 members 
Mstep: Class 20 contains 8378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37452944.000000 Penalty: 33152.847656
Iteration 23Q: 16 clusters Score -3.745294e+07 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 37308 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 6 contains 42570 members 
Mstep: Class 7 contains 5428 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 11 contains 85014 members 
Mstep: Class 12 contains 55160 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 15 contains 317615 members 
Mstep: Class 16 contains 4473 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 18 contains 106843 members 
Mstep: Class 20 contains 8360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37457388.000000 Penalty: 33152.847656
Iteration 24Q: 16 clusters Score -3.745739e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 36494 members 
Mstep: Class 3 contains 18555 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 6 contains 42574 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 9 contains 10234 members 
Mstep: Class 11 contains 85481 members 
Mstep: Class 12 contains 50466 members 
Mstep: Class 13 contains 11723 members 
Mstep: Class 15 contains 324865 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 106042 members 
Mstep: Class 20 contains 8329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37461108.000000 Penalty: 33152.847656
Iteration 25Q: 16 clusters Score -3.746111e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 35628 members 
Mstep: Class 3 contains 17379 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 6 contains 42540 members 
Mstep: Class 7 contains 5545 members 
Mstep: Class 9 contains 10149 members 
Mstep: Class 11 contains 85782 members 
Mstep: Class 12 contains 45774 members 
Mstep: Class 13 contains 11338 members 
Mstep: Class 15 contains 332401 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 105032 members 
Mstep: Class 20 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37465328.000000 Penalty: 33152.847656
Iteration 26Q: 16 clusters Score -3.746533e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 34770 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 6 contains 42481 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 9 contains 10077 members 
Mstep: Class 11 contains 86018 members 
Mstep: Class 12 contains 41289 members 
Mstep: Class 13 contains 11025 members 
Mstep: Class 15 contains 340043 members 
Mstep: Class 16 contains 4068 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 103742 members 
Mstep: Class 20 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37469376.000000 Penalty: 33152.847656
Iteration 27Q: 16 clusters Score -3.746938e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 33856 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 6 contains 42359 members 
Mstep: Class 7 contains 5653 members 
Mstep: Class 9 contains 10037 members 
Mstep: Class 11 contains 86076 members 
Mstep: Class 12 contains 36968 members 
Mstep: Class 13 contains 10838 members 
Mstep: Class 15 contains 347831 members 
Mstep: Class 16 contains 3980 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 102252 members 
Mstep: Class 20 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37473484.000000 Penalty: 33152.847656
Iteration 28Q: 16 clusters Score -3.747348e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 32919 members 
Mstep: Class 3 contains 14265 members 
Mstep: Class 4 contains 3142 members 
Mstep: Class 6 contains 42151 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 11 contains 86053 members 
Mstep: Class 12 contains 32995 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 15 contains 355768 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 100426 members 
Mstep: Class 20 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37477740.000000 Penalty: 33152.847656
Iteration 29Q: 16 clusters Score -3.747774e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 32019 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 6 contains 41880 members 
Mstep: Class 7 contains 5703 members 
Mstep: Class 9 contains 9918 members 
Mstep: Class 11 contains 85915 members 
Mstep: Class 12 contains 29465 members 
Mstep: Class 13 contains 10642 members 
Mstep: Class 15 contains 363604 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 98395 members 
Mstep: Class 20 contains 8161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37481968.000000 Penalty: 33152.847656
Iteration 30Q: 16 clusters Score -3.748197e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 31135 members 
Mstep: Class 3 contains 12511 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 6 contains 41489 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 9 contains 9862 members 
Mstep: Class 11 contains 85666 members 
Mstep: Class 12 contains 26479 members 
Mstep: Class 13 contains 10638 members 
Mstep: Class 15 contains 371324 members 
Mstep: Class 16 contains 3940 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 18 contains 96187 members 
Mstep: Class 20 contains 8109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37486100.000000 Penalty: 33152.847656
Iteration 31Q: 16 clusters Score -3.74861e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 30245 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 2979 members 
Mstep: Class 6 contains 41082 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 11 contains 85315 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10671 members 
Mstep: Class 15 contains 378701 members 
Mstep: Class 16 contains 3986 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 93751 members 
Mstep: Class 20 contains 8070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37489572.000000 Penalty: 33152.847656
Iteration 32Q: 16 clusters Score -3.748957e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 29343 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 6 contains 40657 members 
Mstep: Class 7 contains 5720 members 
Mstep: Class 9 contains 9802 members 
Mstep: Class 11 contains 84936 members 
Mstep: Class 12 contains 22414 members 
Mstep: Class 13 contains 10713 members 
Mstep: Class 15 contains 385807 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 91165 members 
Mstep: Class 20 contains 8015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37492172.000000 Penalty: 33152.847656
Iteration 33Q: 16 clusters Score -3.749217e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 96345 members 
Mstep: Class 2 contains 28453 members 
Mstep: Class 3 contains 10163 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 6 contains 40228 members 
Mstep: Class 7 contains 5710 members 
Mstep: Class 9 contains 9801 members 
Mstep: Class 11 contains 84524 members 
Mstep: Class 12 contains 20984 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 15 contains 392652 members 
Mstep: Class 16 contains 4120 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 88585 members 
Mstep: Class 20 contains 7947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37494428.000000 Penalty: 33152.847656
Iteration 34Q: 16 clusters Score -3.749443e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 27604 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 6 contains 39767 members 
Mstep: Class 7 contains 5695 members 
Mstep: Class 9 contains 9812 members 
Mstep: Class 11 contains 84060 members 
Mstep: Class 12 contains 19861 members 
Mstep: Class 13 contains 10899 members 
Mstep: Class 15 contains 399265 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 3904 members 
Mstep: Class 18 contains 85900 members 
Mstep: Class 20 contains 7877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496760.000000 Penalty: 33152.847656
Iteration 35Q: 16 clusters Score -3.749676e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 26748 members 
Mstep: Class 3 contains 8838 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 6 contains 39273 members 
Mstep: Class 7 contains 5670 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 11 contains 83575 members 
Mstep: Class 12 contains 18912 members 
Mstep: Class 13 contains 11037 members 
Mstep: Class 15 contains 405672 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 83243 members 
Mstep: Class 20 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37498612.000000 Penalty: 33152.847656
Iteration 36Q: 16 clusters Score -3.749861e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 25836 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 2827 members 
Mstep: Class 6 contains 38771 members 
Mstep: Class 7 contains 5647 members 
Mstep: Class 9 contains 9830 members 
Mstep: Class 11 contains 83042 members 
Mstep: Class 12 contains 18057 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 15 contains 412179 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 80515 members 
Mstep: Class 20 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500108.000000 Penalty: 33152.847656
Iteration 37Q: 16 clusters Score -3.750011e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 24967 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 9 contains 9835 members 
Mstep: Class 11 contains 82480 members 
Mstep: Class 12 contains 17288 members 
Mstep: Class 13 contains 11328 members 
Mstep: Class 15 contains 418601 members 
Mstep: Class 16 contains 4342 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 77863 members 
Mstep: Class 20 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37502164.000000 Penalty: 33152.847656
Iteration 38Q: 16 clusters Score -3.750216e+07 nChanged 8226
Entering ConstructFrom: 
Score: -37502164.000000 Penalty: 33152.847656
Entering ConstructFrom: 
Trying to split cluster 1 (93652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Entering Unmasked Estep 
Score: -4546843.000000 Penalty: 1860.192871
	Iteration 0F: 2 clusters Score -4546843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -4484082.500000 Penalty: 3720.385742
	Iteration 0F: 3 clusters Score -4484082 nChanged 44767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -4510388.500000 Penalty: 3720.385742
	Iteration 1F: 3 clusters Score -4510388 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -4511841.500000 Penalty: 3720.385742
	Iteration 2Q: 3 clusters Score -4511842 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -4513601.000000 Penalty: 3720.385742
	Iteration 3Q: 3 clusters Score -4513601 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -4515745.000000 Penalty: 3720.385742
	Iteration 4F: 3 clusters Score -4515745 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -4518579.000000 Penalty: 3720.385742
	Iteration 5F: 3 clusters Score -4518579 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -4522138.500000 Penalty: 3720.385742
	Iteration 6F: 3 clusters Score -4522138 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -4526811.500000 Penalty: 3720.385742
	Iteration 7F: 3 clusters Score -4526812 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -4532026.000000 Penalty: 3720.385742
	Iteration 8F: 3 clusters Score -4532026 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -4536318.500000 Penalty: 3720.385742
	Iteration 9F: 3 clusters Score -4536318 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -4538672.500000 Penalty: 3720.385742
	Iteration 10Q: 3 clusters Score -4538672 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -4539644.000000 Penalty: 3720.385742
	Iteration 11Q: 3 clusters Score -4539644 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -4540336.000000 Penalty: 3720.385742
	Iteration 12Q: 3 clusters Score -4540336 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -4540943.500000 Penalty: 3720.385742
	Iteration 13Q: 3 clusters Score -4540944 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -4541518.000000 Penalty: 3720.385742
	Iteration 14Q: 3 clusters Score -4541518 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -4542122.500000 Penalty: 3720.385742
	Iteration 15Q: 3 clusters Score -4542122 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -4542645.000000 Penalty: 3720.385742
	Iteration 16Q: 3 clusters Score -4542645 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -4543134.500000 Penalty: 3720.385742
	Iteration 17Q: 3 clusters Score -4543134 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -4543585.000000 Penalty: 3720.385742
	Iteration 18Q: 3 clusters Score -4543585 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -4544040.500000 Penalty: 3720.385742
	Iteration 19Q: 3 clusters Score -4544040 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -4544463.000000 Penalty: 3720.385742
	Iteration 20F: 3 clusters Score -4544463 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -4544818.000000 Penalty: 3720.385742
	Iteration 21Q: 3 clusters Score -4544818 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -4545141.000000 Penalty: 3720.385742
	Iteration 22Q: 3 clusters Score -4545141 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -4545445.500000 Penalty: 3720.385742
	Iteration 23Q: 3 clusters Score -4545446 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -4545728.000000 Penalty: 3720.385742
	Iteration 24Q: 3 clusters Score -4545728 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -4545987.500000 Penalty: 3720.385742
	Iteration 25Q: 3 clusters Score -4545988 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -4546171.000000 Penalty: 3720.385742
	Iteration 26Q: 3 clusters Score -4546171 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -4546337.000000 Penalty: 3720.385742
	Iteration 27Q: 3 clusters Score -4546337 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -4546468.000000 Penalty: 3720.385742
	Iteration 28Q: 3 clusters Score -4546468 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -4546598.000000 Penalty: 3720.385742
	Iteration 29Q: 3 clusters Score -4546598 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -4546686.500000 Penalty: 3720.385742
	Iteration 30Q: 3 clusters Score -4546686 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -4546772.500000 Penalty: 3720.385742
	Iteration 31Q: 3 clusters Score -4546772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -4546844.500000 Penalty: 3720.385742
	Iteration 32Q: 3 clusters Score -4546844 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -4546910.500000 Penalty: 3720.385742
	Iteration 33Q: 3 clusters Score -4546910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -4546968.000000 Penalty: 3720.385742
	Iteration 34Q: 3 clusters Score -4546968 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -4547007.000000 Penalty: 3720.385742
	Iteration 35Q: 3 clusters Score -4547007 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -4547045.000000 Penalty: 3720.385742
	Iteration 36Q: 3 clusters Score -4547045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -4547071.500000 Penalty: 3720.385742
	Iteration 37Q: 3 clusters Score -4547072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -4547102.000000 Penalty: 3720.385742
	Iteration 38Q: 3 clusters Score -4547102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -4547107.000000 Penalty: 3720.385742
	Iteration 39Q: 3 clusters Score -4547107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -4547104.000000 Penalty: 3720.385742
	Iteration 40F: 3 clusters Score -4547104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -4547107.500000 Penalty: 3720.385742
	Iteration 41Q: 3 clusters Score -4547108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -4547115.000000 Penalty: 3720.385742
	Iteration 42Q: 3 clusters Score -4547115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -4547124.000000 Penalty: 3720.385742
	Iteration 43Q: 3 clusters Score -4547124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -4547135.500000 Penalty: 3720.385742
	Iteration 44Q: 3 clusters Score -4547136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -4547144.000000 Penalty: 3720.385742
	Iteration 45Q: 3 clusters Score -4547144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -4547147.000000 Penalty: 3720.385742
	Iteration 46Q: 3 clusters Score -4547147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -4547148.500000 Penalty: 3720.385742
	Iteration 47Q: 3 clusters Score -4547148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -4547144.500000 Penalty: 3720.385742
	Iteration 48Q: 3 clusters Score -4547144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -4547148.500000 Penalty: 3720.385742
	Iteration 49Q: 3 clusters Score -4547148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -4547151.000000 Penalty: 3720.385742
	Iteration 50Q: 3 clusters Score -4547151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -4547148.000000 Penalty: 3720.385742
	Iteration 51Q: 3 clusters Score -4547148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -4547145.500000 Penalty: 3720.385742
	Iteration 52Q: 3 clusters Score -4547146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -4547145.500000 Penalty: 3720.385742
	Iteration 53F: 3 clusters Score -4547146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24121 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 92452 members 
Mstep: Class 6 contains 37733 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 11 contains 81910 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 11486 members 
Mstep: Class 15 contains 424824 members 
Mstep: Class 16 contains 4380 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 75187 members 
Mstep: Class 20 contains 7636 members 
Entering Unmasked Estep 
Score: -37503080.000000 Penalty: 35363.035156
Splitting cluster 1 changes total score from -37502164.000000 to -37503080.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (24121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Entering Unmasked Estep 
Score: -1153543.375000 Penalty: 1639.761230
	Iteration 0F: 2 clusters Score -1153543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1137267.875000 Penalty: 3279.522461
	Iteration 0F: 3 clusters Score -1137268 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1143203.625000 Penalty: 3279.522461
	Iteration 1F: 3 clusters Score -1143204 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1143512.375000 Penalty: 3279.522461
	Iteration 2Q: 3 clusters Score -1143512 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1143823.250000 Penalty: 3279.522461
	Iteration 3Q: 3 clusters Score -1143823 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1144173.125000 Penalty: 3279.522461
	Iteration 4Q: 3 clusters Score -1144173 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1144529.875000 Penalty: 3279.522461
	Iteration 5Q: 3 clusters Score -1144530 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1144927.250000 Penalty: 3279.522461
	Iteration 6Q: 3 clusters Score -1144927 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1145445.375000 Penalty: 3279.522461
	Iteration 7Q: 3 clusters Score -1145445 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1146005.875000 Penalty: 3279.522461
	Iteration 8Q: 3 clusters Score -1146006 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1146669.375000 Penalty: 3279.522461
	Iteration 9Q: 3 clusters Score -1146669 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1147436.750000 Penalty: 3279.522461
	Iteration 10Q: 3 clusters Score -1147437 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1148262.250000 Penalty: 3279.522461
	Iteration 11Q: 3 clusters Score -1148262 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1149107.375000 Penalty: 3279.522461
	Iteration 12Q: 3 clusters Score -1149107 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1149865.125000 Penalty: 3279.522461
	Iteration 13Q: 3 clusters Score -1149865 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1150489.750000 Penalty: 3279.522461
	Iteration 14Q: 3 clusters Score -1150490 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1150939.500000 Penalty: 3279.522461
	Iteration 15Q: 3 clusters Score -1150940 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1151271.625000 Penalty: 3279.522461
	Iteration 16Q: 3 clusters Score -1151272 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1151485.625000 Penalty: 3279.522461
	Iteration 17Q: 3 clusters Score -1151486 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1151629.375000 Penalty: 3279.522461
	Iteration 18Q: 3 clusters Score -1151629 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1151729.625000 Penalty: 3279.522461
	Iteration 19Q: 3 clusters Score -1151730 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1151817.375000 Penalty: 3279.522461
	Iteration 20F: 3 clusters Score -1151817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1151887.500000 Penalty: 3279.522461
	Iteration 21Q: 3 clusters Score -1151888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1151946.000000 Penalty: 3279.522461
	Iteration 22Q: 3 clusters Score -1151946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1151992.125000 Penalty: 3279.522461
	Iteration 23Q: 3 clusters Score -1151992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1152025.500000 Penalty: 3279.522461
	Iteration 24Q: 3 clusters Score -1152026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1152057.125000 Penalty: 3279.522461
	Iteration 25Q: 3 clusters Score -1152057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1152085.500000 Penalty: 3279.522461
	Iteration 26Q: 3 clusters Score -1152086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1152101.125000 Penalty: 3279.522461
	Iteration 27Q: 3 clusters Score -1152101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1152113.250000 Penalty: 3279.522461
	Iteration 28Q: 3 clusters Score -1152113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1152123.625000 Penalty: 3279.522461
	Iteration 29Q: 3 clusters Score -1152124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1152131.250000 Penalty: 3279.522461
	Iteration 30Q: 3 clusters Score -1152131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1152140.875000 Penalty: 3279.522461
	Iteration 31Q: 3 clusters Score -1152141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1152143.875000 Penalty: 3279.522461
	Iteration 32Q: 3 clusters Score -1152144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1152147.875000 Penalty: 3279.522461
	Iteration 33Q: 3 clusters Score -1152148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1152148.125000 Penalty: 3279.522461
	Iteration 34Q: 3 clusters Score -1152148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1152151.000000 Penalty: 3279.522461
	Iteration 35Q: 3 clusters Score -1152151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1152152.500000 Penalty: 3279.522461
	Iteration 36Q: 3 clusters Score -1152152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1152154.250000 Penalty: 3279.522461
	Iteration 37Q: 3 clusters Score -1152154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1152153.375000 Penalty: 3279.522461
	Iteration 38Q: 3 clusters Score -1152153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1152153.375000 Penalty: 3279.522461
	Iteration 39F: 3 clusters Score -1152153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -366866.906250 Penalty: 1449.715088
	Iteration 0F: 2 clusters Score -366866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -361309.812500 Penalty: 2899.430176
	Iteration 0F: 3 clusters Score -361309.8 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -363014.843750 Penalty: 2899.430176
	Iteration 1F: 3 clusters Score -363014.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -363247.375000 Penalty: 2899.430176
	Iteration 2F: 3 clusters Score -363247.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -363381.812500 Penalty: 2899.430176
	Iteration 3F: 3 clusters Score -363381.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -363477.468750 Penalty: 2899.430176
	Iteration 4Q: 3 clusters Score -363477.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -363567.093750 Penalty: 2899.430176
	Iteration 5Q: 3 clusters Score -363567.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -363647.125000 Penalty: 2899.430176
	Iteration 6Q: 3 clusters Score -363647.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -363743.625000 Penalty: 2899.430176
	Iteration 7Q: 3 clusters Score -363743.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -363867.000000 Penalty: 2899.430176
	Iteration 8Q: 3 clusters Score -363867 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -364017.812500 Penalty: 2899.430176
	Iteration 9Q: 3 clusters Score -364017.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -364196.031250 Penalty: 2899.430176
	Iteration 10Q: 3 clusters Score -364196 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -364360.093750 Penalty: 2899.430176
	Iteration 11Q: 3 clusters Score -364360.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -364529.906250 Penalty: 2899.430176
	Iteration 12Q: 3 clusters Score -364529.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -364732.250000 Penalty: 2899.430176
	Iteration 13Q: 3 clusters Score -364732.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -364947.843750 Penalty: 2899.430176
	Iteration 14Q: 3 clusters Score -364947.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -365144.625000 Penalty: 2899.430176
	Iteration 15Q: 3 clusters Score -365144.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -365314.250000 Penalty: 2899.430176
	Iteration 16Q: 3 clusters Score -365314.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -365443.218750 Penalty: 2899.430176
	Iteration 17Q: 3 clusters Score -365443.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -365534.031250 Penalty: 2899.430176
	Iteration 18Q: 3 clusters Score -365534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -365585.187500 Penalty: 2899.430176
	Iteration 19Q: 3 clusters Score -365585.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -365626.500000 Penalty: 2899.430176
	Iteration 20F: 3 clusters Score -365626.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -365652.468750 Penalty: 2899.430176
	Iteration 21Q: 3 clusters Score -365652.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -365667.375000 Penalty: 2899.430176
	Iteration 22Q: 3 clusters Score -365667.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -365680.593750 Penalty: 2899.430176
	Iteration 23Q: 3 clusters Score -365680.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -365690.812500 Penalty: 2899.430176
	Iteration 24Q: 3 clusters Score -365690.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -365696.562500 Penalty: 2899.430176
	Iteration 25Q: 3 clusters Score -365696.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -365702.718750 Penalty: 2899.430176
	Iteration 26Q: 3 clusters Score -365702.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -365706.500000 Penalty: 2899.430176
	Iteration 27Q: 3 clusters Score -365706.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -365710.281250 Penalty: 2899.430176
	Iteration 28Q: 3 clusters Score -365710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -365711.718750 Penalty: 2899.430176
	Iteration 29Q: 3 clusters Score -365711.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -365714.218750 Penalty: 2899.430176
	Iteration 30Q: 3 clusters Score -365714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -365715.875000 Penalty: 2899.430176
	Iteration 31Q: 3 clusters Score -365715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -365717.187500 Penalty: 2899.430176
	Iteration 32Q: 3 clusters Score -365717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -365718.906250 Penalty: 2899.430176
	Iteration 33Q: 3 clusters Score -365718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -365720.031250 Penalty: 2899.430176
	Iteration 34Q: 3 clusters Score -365720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -365720.437500 Penalty: 2899.430176
	Iteration 35Q: 3 clusters Score -365720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -365720.937500 Penalty: 2899.430176
	Iteration 36Q: 3 clusters Score -365720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -365722.562500 Penalty: 2899.430176
	Iteration 37Q: 3 clusters Score -365722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -365723.500000 Penalty: 2899.430176
	Iteration 38Q: 3 clusters Score -365723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -365723.500000 Penalty: 2899.430176
	Iteration 39F: 3 clusters Score -365723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -144209.765625 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -144209.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -141623.609375 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -141623.6 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -142220.937500 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -142220.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -142337.921875 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -142337.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -142400.250000 Penalty: 2579.530762
	Iteration 3Q: 3 clusters Score -142400.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -142437.609375 Penalty: 2579.530762
	Iteration 4Q: 3 clusters Score -142437.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -142463.890625 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -142463.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -142484.578125 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -142484.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -142502.671875 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -142502.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -142523.984375 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -142524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -142543.625000 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -142543.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -142562.859375 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -142562.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -142578.000000 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -142578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -142590.125000 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -142590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -142596.015625 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -142596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -142601.265625 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -142601.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -142606.687500 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -142606.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -142611.625000 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -142611.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -142620.203125 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -142620.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -142629.093750 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -142629.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -142638.921875 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -142638.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -142647.109375 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -142647.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -142659.187500 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -142659.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -142679.812500 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -142679.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -142702.218750 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -142702.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -142717.109375 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -142717.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -142737.625000 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -142737.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -142759.484375 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -142759.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -142777.203125 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -142777.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -142797.687500 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -142797.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -142819.453125 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -142819.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -142837.234375 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -142837.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -142855.546875 Penalty: 2579.530762
	Iteration 31Q: 3 clusters Score -142855.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -142876.984375 Penalty: 2579.530762
	Iteration 32Q: 3 clusters Score -142877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -142898.062500 Penalty: 2579.530762
	Iteration 33Q: 3 clusters Score -142898.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -142910.734375 Penalty: 2579.530762
	Iteration 34Q: 3 clusters Score -142910.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -142919.875000 Penalty: 2579.530762
	Iteration 35Q: 3 clusters Score -142919.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -142935.750000 Penalty: 2579.530762
	Iteration 36Q: 3 clusters Score -142935.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -142945.875000 Penalty: 2579.530762
	Iteration 37Q: 3 clusters Score -142945.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -142954.625000 Penalty: 2579.530762
	Iteration 38Q: 3 clusters Score -142954.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -142961.781250 Penalty: 2579.530762
	Iteration 39Q: 3 clusters Score -142961.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -142969.375000 Penalty: 2579.530762
	Iteration 40F: 3 clusters Score -142969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -142976.828125 Penalty: 2579.530762
	Iteration 41Q: 3 clusters Score -142976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -142985.953125 Penalty: 2579.530762
	Iteration 42Q: 3 clusters Score -142986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -142994.421875 Penalty: 2579.530762
	Iteration 43Q: 3 clusters Score -142994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -143001.109375 Penalty: 2579.530762
	Iteration 44Q: 3 clusters Score -143001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -143003.828125 Penalty: 2579.530762
	Iteration 45Q: 3 clusters Score -143003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -143008.187500 Penalty: 2579.530762
	Iteration 46Q: 3 clusters Score -143008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -143012.890625 Penalty: 2579.530762
	Iteration 47Q: 3 clusters Score -143012.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -143015.343750 Penalty: 2579.530762
	Iteration 48Q: 3 clusters Score -143015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -143015.937500 Penalty: 2579.530762
	Iteration 49Q: 3 clusters Score -143015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -143018.000000 Penalty: 2579.530762
	Iteration 50Q: 3 clusters Score -143018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -143019.109375 Penalty: 2579.530762
	Iteration 51Q: 3 clusters Score -143019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -143019.656250 Penalty: 2579.530762
	Iteration 52Q: 3 clusters Score -143019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -143019.656250 Penalty: 2579.530762
	Iteration 53F: 3 clusters Score -143019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Entering Unmasked Estep 
Score: -1831345.500000 Penalty: 1712.472168
	Iteration 0F: 2 clusters Score -1831346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1806085.500000 Penalty: 3424.944336
	Iteration 0F: 3 clusters Score -1806086 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1816098.875000 Penalty: 3424.944336
	Iteration 1F: 3 clusters Score -1816099 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1816913.250000 Penalty: 3424.944336
	Iteration 2Q: 3 clusters Score -1816913 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1818053.250000 Penalty: 3424.944336
	Iteration 3F: 3 clusters Score -1818053 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1819694.625000 Penalty: 3424.944336
	Iteration 4F: 3 clusters Score -1819695 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1821777.375000 Penalty: 3424.944336
	Iteration 5F: 3 clusters Score -1821777 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1823798.125000 Penalty: 3424.944336
	Iteration 6F: 3 clusters Score -1823798 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1825292.000000 Penalty: 3424.944336
	Iteration 7F: 3 clusters Score -1825292 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1826187.625000 Penalty: 3424.944336
	Iteration 8Q: 3 clusters Score -1826188 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1826640.000000 Penalty: 3424.944336
	Iteration 9Q: 3 clusters Score -1826640 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1826869.125000 Penalty: 3424.944336
	Iteration 10Q: 3 clusters Score -1826869 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1826999.625000 Penalty: 3424.944336
	Iteration 11Q: 3 clusters Score -1827000 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1827122.250000 Penalty: 3424.944336
	Iteration 12Q: 3 clusters Score -1827122 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1827228.625000 Penalty: 3424.944336
	Iteration 13Q: 3 clusters Score -1827229 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1827347.750000 Penalty: 3424.944336
	Iteration 14Q: 3 clusters Score -1827348 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1827431.375000 Penalty: 3424.944336
	Iteration 15Q: 3 clusters Score -1827431 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1827521.500000 Penalty: 3424.944336
	Iteration 16Q: 3 clusters Score -1827522 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1827628.125000 Penalty: 3424.944336
	Iteration 17Q: 3 clusters Score -1827628 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1827746.375000 Penalty: 3424.944336
	Iteration 18Q: 3 clusters Score -1827746 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1827875.000000 Penalty: 3424.944336
	Iteration 19Q: 3 clusters Score -1827875 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1828046.000000 Penalty: 3424.944336
	Iteration 20F: 3 clusters Score -1828046 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1828230.375000 Penalty: 3424.944336
	Iteration 21Q: 3 clusters Score -1828230 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1828435.375000 Penalty: 3424.944336
	Iteration 22Q: 3 clusters Score -1828435 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1828665.875000 Penalty: 3424.944336
	Iteration 23Q: 3 clusters Score -1828666 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1828952.000000 Penalty: 3424.944336
	Iteration 24Q: 3 clusters Score -1828952 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1829247.750000 Penalty: 3424.944336
	Iteration 25Q: 3 clusters Score -1829248 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1829506.000000 Penalty: 3424.944336
	Iteration 26Q: 3 clusters Score -1829506 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1829741.375000 Penalty: 3424.944336
	Iteration 27Q: 3 clusters Score -1829741 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1829919.500000 Penalty: 3424.944336
	Iteration 28Q: 3 clusters Score -1829920 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1830059.250000 Penalty: 3424.944336
	Iteration 29Q: 3 clusters Score -1830059 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1830169.500000 Penalty: 3424.944336
	Iteration 30Q: 3 clusters Score -1830170 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1830273.750000 Penalty: 3424.944336
	Iteration 31Q: 3 clusters Score -1830274 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1830331.250000 Penalty: 3424.944336
	Iteration 32Q: 3 clusters Score -1830331 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1830385.875000 Penalty: 3424.944336
	Iteration 33Q: 3 clusters Score -1830386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1830414.250000 Penalty: 3424.944336
	Iteration 34Q: 3 clusters Score -1830414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1830435.625000 Penalty: 3424.944336
	Iteration 35Q: 3 clusters Score -1830436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1830454.625000 Penalty: 3424.944336
	Iteration 36Q: 3 clusters Score -1830455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1830468.250000 Penalty: 3424.944336
	Iteration 37Q: 3 clusters Score -1830468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1830477.875000 Penalty: 3424.944336
	Iteration 38Q: 3 clusters Score -1830478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1830481.750000 Penalty: 3424.944336
	Iteration 39Q: 3 clusters Score -1830482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1830489.500000 Penalty: 3424.944336
	Iteration 40F: 3 clusters Score -1830490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1830495.375000 Penalty: 3424.944336
	Iteration 41Q: 3 clusters Score -1830495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1830507.625000 Penalty: 3424.944336
	Iteration 42Q: 3 clusters Score -1830508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1830513.375000 Penalty: 3424.944336
	Iteration 43Q: 3 clusters Score -1830513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1830514.750000 Penalty: 3424.944336
	Iteration 44Q: 3 clusters Score -1830515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1830514.625000 Penalty: 3424.944336
	Iteration 45Q: 3 clusters Score -1830515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1830522.250000 Penalty: 3424.944336
	Iteration 46Q: 3 clusters Score -1830522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1830524.125000 Penalty: 3424.944336
	Iteration 47Q: 3 clusters Score -1830524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1830524.125000 Penalty: 3424.944336
	Iteration 48Q: 3 clusters Score -1830524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1830524.000000 Penalty: 3424.944336
	Iteration 49Q: 3 clusters Score -1830524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1830525.750000 Penalty: 3424.944336
	Iteration 50Q: 3 clusters Score -1830526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1830525.250000 Penalty: 3424.944336
	Iteration 51Q: 3 clusters Score -1830525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1830525.250000 Penalty: 3424.944336
	Iteration 52Q: 3 clusters Score -1830525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1830526.250000 Penalty: 3424.944336
	Iteration 53Q: 3 clusters Score -1830526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1830526.500000 Penalty: 3424.944336
	Iteration 54Q: 3 clusters Score -1830526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1830527.000000 Penalty: 3424.944336
	Iteration 55Q: 3 clusters Score -1830527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1830531.125000 Penalty: 3424.944336
	Iteration 56Q: 3 clusters Score -1830531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1830530.000000 Penalty: 3424.944336
	Iteration 57Q: 3 clusters Score -1830530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1830531.750000 Penalty: 3424.944336
	Iteration 58Q: 3 clusters Score -1830532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1830530.625000 Penalty: 3424.944336
	Iteration 59Q: 3 clusters Score -1830531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1830528.625000 Penalty: 3424.944336
	Iteration 60F: 3 clusters Score -1830529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1830528.125000 Penalty: 3424.944336
	Iteration 61Q: 3 clusters Score -1830528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1830531.375000 Penalty: 3424.944336
	Iteration 62Q: 3 clusters Score -1830531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1830530.875000 Penalty: 3424.944336
	Iteration 63Q: 3 clusters Score -1830531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1830532.250000 Penalty: 3424.944336
	Iteration 64Q: 3 clusters Score -1830532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1830531.375000 Penalty: 3424.944336
	Iteration 65Q: 3 clusters Score -1830531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1830531.375000 Penalty: 3424.944336
	Iteration 66Q: 3 clusters Score -1830531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1830535.375000 Penalty: 3424.944336
	Iteration 67Q: 3 clusters Score -1830535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1830535.375000 Penalty: 3424.944336
	Iteration 68F: 3 clusters Score -1830535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -277572.656250 Penalty: 1402.488770
	Iteration 0F: 2 clusters Score -277572.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -273149.781250 Penalty: 2804.977539
	Iteration 0F: 3 clusters Score -273149.8 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -274411.343750 Penalty: 2804.977539
	Iteration 1F: 3 clusters Score -274411.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -274591.156250 Penalty: 2804.977539
	Iteration 2F: 3 clusters Score -274591.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -274692.593750 Penalty: 2804.977539
	Iteration 3Q: 3 clusters Score -274692.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -274764.437500 Penalty: 2804.977539
	Iteration 4Q: 3 clusters Score -274764.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -274823.843750 Penalty: 2804.977539
	Iteration 5Q: 3 clusters Score -274823.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -274880.437500 Penalty: 2804.977539
	Iteration 6Q: 3 clusters Score -274880.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -274925.750000 Penalty: 2804.977539
	Iteration 7Q: 3 clusters Score -274925.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -274965.093750 Penalty: 2804.977539
	Iteration 8Q: 3 clusters Score -274965.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -275008.125000 Penalty: 2804.977539
	Iteration 9Q: 3 clusters Score -275008.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -275052.187500 Penalty: 2804.977539
	Iteration 10Q: 3 clusters Score -275052.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -275110.656250 Penalty: 2804.977539
	Iteration 11Q: 3 clusters Score -275110.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -275183.562500 Penalty: 2804.977539
	Iteration 12Q: 3 clusters Score -275183.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -275269.406250 Penalty: 2804.977539
	Iteration 13Q: 3 clusters Score -275269.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -275358.000000 Penalty: 2804.977539
	Iteration 14Q: 3 clusters Score -275358 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -275469.656250 Penalty: 2804.977539
	Iteration 15Q: 3 clusters Score -275469.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -275598.875000 Penalty: 2804.977539
	Iteration 16Q: 3 clusters Score -275598.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -275711.437500 Penalty: 2804.977539
	Iteration 17Q: 3 clusters Score -275711.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -275808.812500 Penalty: 2804.977539
	Iteration 18Q: 3 clusters Score -275808.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -275899.187500 Penalty: 2804.977539
	Iteration 19Q: 3 clusters Score -275899.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -275967.062500 Penalty: 2804.977539
	Iteration 20F: 3 clusters Score -275967.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -276028.718750 Penalty: 2804.977539
	Iteration 21Q: 3 clusters Score -276028.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -276082.906250 Penalty: 2804.977539
	Iteration 22Q: 3 clusters Score -276082.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -276116.468750 Penalty: 2804.977539
	Iteration 23Q: 3 clusters Score -276116.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -276146.843750 Penalty: 2804.977539
	Iteration 24Q: 3 clusters Score -276146.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -276174.875000 Penalty: 2804.977539
	Iteration 25Q: 3 clusters Score -276174.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -276207.562500 Penalty: 2804.977539
	Iteration 26Q: 3 clusters Score -276207.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -276241.687500 Penalty: 2804.977539
	Iteration 27Q: 3 clusters Score -276241.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -276270.843750 Penalty: 2804.977539
	Iteration 28Q: 3 clusters Score -276270.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -276287.562500 Penalty: 2804.977539
	Iteration 29Q: 3 clusters Score -276287.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -276309.031250 Penalty: 2804.977539
	Iteration 30Q: 3 clusters Score -276309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -276329.531250 Penalty: 2804.977539
	Iteration 31Q: 3 clusters Score -276329.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -276347.093750 Penalty: 2804.977539
	Iteration 32Q: 3 clusters Score -276347.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -276361.937500 Penalty: 2804.977539
	Iteration 33Q: 3 clusters Score -276361.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -276381.031250 Penalty: 2804.977539
	Iteration 34Q: 3 clusters Score -276381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -276409.281250 Penalty: 2804.977539
	Iteration 35Q: 3 clusters Score -276409.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -276425.125000 Penalty: 2804.977539
	Iteration 36Q: 3 clusters Score -276425.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -276435.062500 Penalty: 2804.977539
	Iteration 37Q: 3 clusters Score -276435.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -276446.468750 Penalty: 2804.977539
	Iteration 38Q: 3 clusters Score -276446.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -276452.250000 Penalty: 2804.977539
	Iteration 39Q: 3 clusters Score -276452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -276458.218750 Penalty: 2804.977539
	Iteration 40F: 3 clusters Score -276458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -276463.718750 Penalty: 2804.977539
	Iteration 41Q: 3 clusters Score -276463.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -276468.437500 Penalty: 2804.977539
	Iteration 42Q: 3 clusters Score -276468.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -276472.437500 Penalty: 2804.977539
	Iteration 43Q: 3 clusters Score -276472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -276475.250000 Penalty: 2804.977539
	Iteration 44Q: 3 clusters Score -276475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -276478.187500 Penalty: 2804.977539
	Iteration 45Q: 3 clusters Score -276478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -276480.937500 Penalty: 2804.977539
	Iteration 46Q: 3 clusters Score -276480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -276482.750000 Penalty: 2804.977539
	Iteration 47Q: 3 clusters Score -276482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -276486.562500 Penalty: 2804.977539
	Iteration 48Q: 3 clusters Score -276486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -276489.062500 Penalty: 2804.977539
	Iteration 49Q: 3 clusters Score -276489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -276490.500000 Penalty: 2804.977539
	Iteration 50Q: 3 clusters Score -276490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -276491.156250 Penalty: 2804.977539
	Iteration 51Q: 3 clusters Score -276491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -276491.968750 Penalty: 2804.977539
	Iteration 52Q: 3 clusters Score -276492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -276493.125000 Penalty: 2804.977539
	Iteration 53Q: 3 clusters Score -276493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -276495.125000 Penalty: 2804.977539
	Iteration 54Q: 3 clusters Score -276495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -276496.000000 Penalty: 2804.977539
	Iteration 55Q: 3 clusters Score -276496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -276498.062500 Penalty: 2804.977539
	Iteration 56Q: 3 clusters Score -276498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -276502.156250 Penalty: 2804.977539
	Iteration 57Q: 3 clusters Score -276502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -276503.093750 Penalty: 2804.977539
	Iteration 58Q: 3 clusters Score -276503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -276503.593750 Penalty: 2804.977539
	Iteration 59Q: 3 clusters Score -276503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -276504.468750 Penalty: 2804.977539
	Iteration 60F: 3 clusters Score -276504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -276505.937500 Penalty: 2804.977539
	Iteration 61Q: 3 clusters Score -276505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -276505.718750 Penalty: 2804.977539
	Iteration 62Q: 3 clusters Score -276505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -276505.718750 Penalty: 2804.977539
	Iteration 63F: 3 clusters Score -276505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Entering Unmasked Estep 
Score: -476595.000000 Penalty: 1494.174927
	Iteration 0F: 2 clusters Score -476595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -469465.062500 Penalty: 2988.349854
	Iteration 0F: 3 clusters Score -469465.1 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -471851.906250 Penalty: 2988.349854
	Iteration 1F: 3 clusters Score -471851.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -472169.843750 Penalty: 2988.349854
	Iteration 2F: 3 clusters Score -472169.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -472456.312500 Penalty: 2988.349854
	Iteration 3F: 3 clusters Score -472456.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -472701.468750 Penalty: 2988.349854
	Iteration 4Q: 3 clusters Score -472701.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -472964.968750 Penalty: 2988.349854
	Iteration 5Q: 3 clusters Score -472965 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -473207.000000 Penalty: 2988.349854
	Iteration 6Q: 3 clusters Score -473207 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -473427.281250 Penalty: 2988.349854
	Iteration 7Q: 3 clusters Score -473427.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -473616.218750 Penalty: 2988.349854
	Iteration 8Q: 3 clusters Score -473616.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -473781.937500 Penalty: 2988.349854
	Iteration 9Q: 3 clusters Score -473781.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -473943.031250 Penalty: 2988.349854
	Iteration 10Q: 3 clusters Score -473943 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -474082.937500 Penalty: 2988.349854
	Iteration 11Q: 3 clusters Score -474082.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -474197.781250 Penalty: 2988.349854
	Iteration 12Q: 3 clusters Score -474197.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -474292.968750 Penalty: 2988.349854
	Iteration 13Q: 3 clusters Score -474293 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -474378.968750 Penalty: 2988.349854
	Iteration 14Q: 3 clusters Score -474379 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -474438.625000 Penalty: 2988.349854
	Iteration 15Q: 3 clusters Score -474438.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -474493.875000 Penalty: 2988.349854
	Iteration 16Q: 3 clusters Score -474493.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -474536.531250 Penalty: 2988.349854
	Iteration 17Q: 3 clusters Score -474536.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -474574.000000 Penalty: 2988.349854
	Iteration 18Q: 3 clusters Score -474574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -474605.843750 Penalty: 2988.349854
	Iteration 19Q: 3 clusters Score -474605.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -474637.281250 Penalty: 2988.349854
	Iteration 20F: 3 clusters Score -474637.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -474665.812500 Penalty: 2988.349854
	Iteration 21Q: 3 clusters Score -474665.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -474687.218750 Penalty: 2988.349854
	Iteration 22Q: 3 clusters Score -474687.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -474708.968750 Penalty: 2988.349854
	Iteration 23Q: 3 clusters Score -474709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -474727.656250 Penalty: 2988.349854
	Iteration 24Q: 3 clusters Score -474727.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -474750.656250 Penalty: 2988.349854
	Iteration 25Q: 3 clusters Score -474750.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -474771.625000 Penalty: 2988.349854
	Iteration 26Q: 3 clusters Score -474771.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -474795.437500 Penalty: 2988.349854
	Iteration 27Q: 3 clusters Score -474795.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -474813.812500 Penalty: 2988.349854
	Iteration 28Q: 3 clusters Score -474813.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -474831.500000 Penalty: 2988.349854
	Iteration 29Q: 3 clusters Score -474831.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -474847.593750 Penalty: 2988.349854
	Iteration 30Q: 3 clusters Score -474847.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -474869.343750 Penalty: 2988.349854
	Iteration 31Q: 3 clusters Score -474869.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -474894.562500 Penalty: 2988.349854
	Iteration 32Q: 3 clusters Score -474894.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -474917.593750 Penalty: 2988.349854
	Iteration 33Q: 3 clusters Score -474917.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -474939.718750 Penalty: 2988.349854
	Iteration 34Q: 3 clusters Score -474939.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -474960.156250 Penalty: 2988.349854
	Iteration 35Q: 3 clusters Score -474960.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -474984.343750 Penalty: 2988.349854
	Iteration 36Q: 3 clusters Score -474984.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -475003.343750 Penalty: 2988.349854
	Iteration 37Q: 3 clusters Score -475003.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -475017.500000 Penalty: 2988.349854
	Iteration 38Q: 3 clusters Score -475017.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -475033.062500 Penalty: 2988.349854
	Iteration 39Q: 3 clusters Score -475033.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -475050.468750 Penalty: 2988.349854
	Iteration 40F: 3 clusters Score -475050.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -475067.000000 Penalty: 2988.349854
	Iteration 41Q: 3 clusters Score -475067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -475077.750000 Penalty: 2988.349854
	Iteration 42Q: 3 clusters Score -475077.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -475090.968750 Penalty: 2988.349854
	Iteration 43Q: 3 clusters Score -475091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -475103.343750 Penalty: 2988.349854
	Iteration 44Q: 3 clusters Score -475103.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -475121.250000 Penalty: 2988.349854
	Iteration 45Q: 3 clusters Score -475121.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -475140.468750 Penalty: 2988.349854
	Iteration 46Q: 3 clusters Score -475140.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -475162.250000 Penalty: 2988.349854
	Iteration 47Q: 3 clusters Score -475162.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -475177.656250 Penalty: 2988.349854
	Iteration 48Q: 3 clusters Score -475177.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -475190.468750 Penalty: 2988.349854
	Iteration 49Q: 3 clusters Score -475190.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -475202.000000 Penalty: 2988.349854
	Iteration 50Q: 3 clusters Score -475202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -475212.750000 Penalty: 2988.349854
	Iteration 51Q: 3 clusters Score -475212.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -475221.250000 Penalty: 2988.349854
	Iteration 52Q: 3 clusters Score -475221.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -475232.656250 Penalty: 2988.349854
	Iteration 53Q: 3 clusters Score -475232.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -475241.468750 Penalty: 2988.349854
	Iteration 54Q: 3 clusters Score -475241.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -475248.875000 Penalty: 2988.349854
	Iteration 55Q: 3 clusters Score -475248.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -475254.187500 Penalty: 2988.349854
	Iteration 56Q: 3 clusters Score -475254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -475260.875000 Penalty: 2988.349854
	Iteration 57Q: 3 clusters Score -475260.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -475269.281250 Penalty: 2988.349854
	Iteration 58Q: 3 clusters Score -475269.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -475279.750000 Penalty: 2988.349854
	Iteration 59Q: 3 clusters Score -475279.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -475290.937500 Penalty: 2988.349854
	Iteration 60F: 3 clusters Score -475290.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -475298.968750 Penalty: 2988.349854
	Iteration 61Q: 3 clusters Score -475299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -475306.718750 Penalty: 2988.349854
	Iteration 62Q: 3 clusters Score -475306.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -475313.437500 Penalty: 2988.349854
	Iteration 63Q: 3 clusters Score -475313.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -475318.531250 Penalty: 2988.349854
	Iteration 64Q: 3 clusters Score -475318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -475319.906250 Penalty: 2988.349854
	Iteration 65Q: 3 clusters Score -475319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -475322.750000 Penalty: 2988.349854
	Iteration 66Q: 3 clusters Score -475322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -475323.968750 Penalty: 2988.349854
	Iteration 67Q: 3 clusters Score -475324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -475325.000000 Penalty: 2988.349854
	Iteration 68Q: 3 clusters Score -475325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -475327.718750 Penalty: 2988.349854
	Iteration 69Q: 3 clusters Score -475327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -475329.593750 Penalty: 2988.349854
	Iteration 70Q: 3 clusters Score -475329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -475331.343750 Penalty: 2988.349854
	Iteration 71Q: 3 clusters Score -475331.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -475337.125000 Penalty: 2988.349854
	Iteration 72Q: 3 clusters Score -475337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -475340.062500 Penalty: 2988.349854
	Iteration 73Q: 3 clusters Score -475340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -475342.406250 Penalty: 2988.349854
	Iteration 74Q: 3 clusters Score -475342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -475344.781250 Penalty: 2988.349854
	Iteration 75Q: 3 clusters Score -475344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -475345.750000 Penalty: 2988.349854
	Iteration 76Q: 3 clusters Score -475345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -475346.687500 Penalty: 2988.349854
	Iteration 77Q: 3 clusters Score -475346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -475346.687500 Penalty: 2988.349854
	Iteration 78F: 3 clusters Score -475346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Entering Unmasked Estep 
Score: -3950560.000000 Penalty: 1838.423706
	Iteration 0F: 2 clusters Score -3950560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -3895605.000000 Penalty: 3676.847412
	Iteration 0F: 3 clusters Score -3895605 nChanged 38953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -3918439.500000 Penalty: 3676.847412
	Iteration 1F: 3 clusters Score -3918440 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -3919714.250000 Penalty: 3676.847412
	Iteration 2Q: 3 clusters Score -3919714 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -3921459.500000 Penalty: 3676.847412
	Iteration 3Q: 3 clusters Score -3921460 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -3923904.500000 Penalty: 3676.847412
	Iteration 4F: 3 clusters Score -3923904 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -3927175.000000 Penalty: 3676.847412
	Iteration 5F: 3 clusters Score -3927175 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -3931494.250000 Penalty: 3676.847412
	Iteration 6F: 3 clusters Score -3931494 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -3935830.250000 Penalty: 3676.847412
	Iteration 7F: 3 clusters Score -3935830 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -3938663.250000 Penalty: 3676.847412
	Iteration 8F: 3 clusters Score -3938663 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -3939905.000000 Penalty: 3676.847412
	Iteration 9Q: 3 clusters Score -3939905 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -3940380.500000 Penalty: 3676.847412
	Iteration 10Q: 3 clusters Score -3940380 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -3940676.000000 Penalty: 3676.847412
	Iteration 11Q: 3 clusters Score -3940676 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -3940873.000000 Penalty: 3676.847412
	Iteration 12Q: 3 clusters Score -3940873 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -3941021.750000 Penalty: 3676.847412
	Iteration 13Q: 3 clusters Score -3941022 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -3941151.250000 Penalty: 3676.847412
	Iteration 14Q: 3 clusters Score -3941151 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -3941236.500000 Penalty: 3676.847412
	Iteration 15Q: 3 clusters Score -3941236 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -3941364.500000 Penalty: 3676.847412
	Iteration 16Q: 3 clusters Score -3941364 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -3941478.500000 Penalty: 3676.847412
	Iteration 17Q: 3 clusters Score -3941478 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -3941573.750000 Penalty: 3676.847412
	Iteration 18Q: 3 clusters Score -3941574 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -3941635.500000 Penalty: 3676.847412
	Iteration 19Q: 3 clusters Score -3941636 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -3941730.750000 Penalty: 3676.847412
	Iteration 20F: 3 clusters Score -3941731 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -3941797.000000 Penalty: 3676.847412
	Iteration 21Q: 3 clusters Score -3941797 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -3941872.500000 Penalty: 3676.847412
	Iteration 22Q: 3 clusters Score -3941872 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -3941953.750000 Penalty: 3676.847412
	Iteration 23Q: 3 clusters Score -3941954 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -3942022.250000 Penalty: 3676.847412
	Iteration 24Q: 3 clusters Score -3942022 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -3942106.250000 Penalty: 3676.847412
	Iteration 25Q: 3 clusters Score -3942106 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -3942187.750000 Penalty: 3676.847412
	Iteration 26Q: 3 clusters Score -3942188 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -3942247.750000 Penalty: 3676.847412
	Iteration 27Q: 3 clusters Score -3942248 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -3942332.250000 Penalty: 3676.847412
	Iteration 28Q: 3 clusters Score -3942332 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -3942387.000000 Penalty: 3676.847412
	Iteration 29Q: 3 clusters Score -3942387 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -3942466.750000 Penalty: 3676.847412
	Iteration 30Q: 3 clusters Score -3942467 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -3942546.500000 Penalty: 3676.847412
	Iteration 31Q: 3 clusters Score -3942546 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -3942651.000000 Penalty: 3676.847412
	Iteration 32Q: 3 clusters Score -3942651 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -3942726.000000 Penalty: 3676.847412
	Iteration 33Q: 3 clusters Score -3942726 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -3942840.750000 Penalty: 3676.847412
	Iteration 34Q: 3 clusters Score -3942841 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -3942915.500000 Penalty: 3676.847412
	Iteration 35Q: 3 clusters Score -3942916 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -3942976.500000 Penalty: 3676.847412
	Iteration 36Q: 3 clusters Score -3942976 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -3943110.500000 Penalty: 3676.847412
	Iteration 37Q: 3 clusters Score -3943110 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -3943229.250000 Penalty: 3676.847412
	Iteration 38Q: 3 clusters Score -3943229 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -3943367.500000 Penalty: 3676.847412
	Iteration 39Q: 3 clusters Score -3943368 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -3943541.250000 Penalty: 3676.847412
	Iteration 40F: 3 clusters Score -3943541 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -3943657.250000 Penalty: 3676.847412
	Iteration 41Q: 3 clusters Score -3943657 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -3943847.750000 Penalty: 3676.847412
	Iteration 42Q: 3 clusters Score -3943848 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -3943979.000000 Penalty: 3676.847412
	Iteration 43Q: 3 clusters Score -3943979 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -3944125.500000 Penalty: 3676.847412
	Iteration 44Q: 3 clusters Score -3944126 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -3944287.000000 Penalty: 3676.847412
	Iteration 45Q: 3 clusters Score -3944287 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -3944450.250000 Penalty: 3676.847412
	Iteration 46Q: 3 clusters Score -3944450 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -3944667.500000 Penalty: 3676.847412
	Iteration 47Q: 3 clusters Score -3944668 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -3944856.000000 Penalty: 3676.847412
	Iteration 48Q: 3 clusters Score -3944856 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -3945055.500000 Penalty: 3676.847412
	Iteration 49Q: 3 clusters Score -3945056 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -3945269.250000 Penalty: 3676.847412
	Iteration 50Q: 3 clusters Score -3945269 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -3945473.000000 Penalty: 3676.847412
	Iteration 51Q: 3 clusters Score -3945473 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -3945713.500000 Penalty: 3676.847412
	Iteration 52Q: 3 clusters Score -3945714 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -3946000.750000 Penalty: 3676.847412
	Iteration 53Q: 3 clusters Score -3946001 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -3946303.500000 Penalty: 3676.847412
	Iteration 54Q: 3 clusters Score -3946304 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -3946631.750000 Penalty: 3676.847412
	Iteration 55Q: 3 clusters Score -3946632 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -3946928.500000 Penalty: 3676.847412
	Iteration 56Q: 3 clusters Score -3946928 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -3947263.500000 Penalty: 3676.847412
	Iteration 57Q: 3 clusters Score -3947264 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -3947600.250000 Penalty: 3676.847412
	Iteration 58Q: 3 clusters Score -3947600 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -3947978.250000 Penalty: 3676.847412
	Iteration 59Q: 3 clusters Score -3947978 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -3948338.000000 Penalty: 3676.847412
	Iteration 60F: 3 clusters Score -3948338 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -3948679.500000 Penalty: 3676.847412
	Iteration 61Q: 3 clusters Score -3948680 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -3949041.250000 Penalty: 3676.847412
	Iteration 62Q: 3 clusters Score -3949041 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -3949365.750000 Penalty: 3676.847412
	Iteration 63Q: 3 clusters Score -3949366 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -3949558.000000 Penalty: 3676.847412
	Iteration 64Q: 3 clusters Score -3949558 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -3949694.500000 Penalty: 3676.847412
	Iteration 65Q: 3 clusters Score -3949694 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -3949779.250000 Penalty: 3676.847412
	Iteration 66Q: 3 clusters Score -3949779 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -3949833.250000 Penalty: 3676.847412
	Iteration 67Q: 3 clusters Score -3949833 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -3949872.250000 Penalty: 3676.847412
	Iteration 68Q: 3 clusters Score -3949872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -3949906.250000 Penalty: 3676.847412
	Iteration 69Q: 3 clusters Score -3949906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -3949927.500000 Penalty: 3676.847412
	Iteration 70Q: 3 clusters Score -3949928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -3949935.500000 Penalty: 3676.847412
	Iteration 71Q: 3 clusters Score -3949936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -3949958.250000 Penalty: 3676.847412
	Iteration 72Q: 3 clusters Score -3949958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -3949967.000000 Penalty: 3676.847412
	Iteration 73Q: 3 clusters Score -3949967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -3949976.000000 Penalty: 3676.847412
	Iteration 74Q: 3 clusters Score -3949976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -3949988.750000 Penalty: 3676.847412
	Iteration 75Q: 3 clusters Score -3949989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -3950004.750000 Penalty: 3676.847412
	Iteration 76Q: 3 clusters Score -3950005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -3950003.000000 Penalty: 3676.847412
	Iteration 77Q: 3 clusters Score -3950003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -3950002.750000 Penalty: 3676.847412
	Iteration 78Q: 3 clusters Score -3950003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -3950006.750000 Penalty: 3676.847412
	Iteration 79Q: 3 clusters Score -3950007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -3950013.750000 Penalty: 3676.847412
	Iteration 80F: 3 clusters Score -3950014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -3950014.500000 Penalty: 3676.847412
	Iteration 81Q: 3 clusters Score -3950014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -3950016.000000 Penalty: 3676.847412
	Iteration 82Q: 3 clusters Score -3950016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -3950020.500000 Penalty: 3676.847412
	Iteration 83Q: 3 clusters Score -3950020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -3950023.250000 Penalty: 3676.847412
	Iteration 84Q: 3 clusters Score -3950023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -3950018.250000 Penalty: 3676.847412
	Iteration 85Q: 3 clusters Score -3950018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -3950018.250000 Penalty: 3676.847412
	Iteration 86Q: 3 clusters Score -3950018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -3950018.500000 Penalty: 3676.847412
	Iteration 87Q: 3 clusters Score -3950018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -3950020.500000 Penalty: 3676.847412
	Iteration 88Q: 3 clusters Score -3950020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -3950018.750000 Penalty: 3676.847412
	Iteration 89Q: 3 clusters Score -3950019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -3950017.750000 Penalty: 3676.847412
	Iteration 90Q: 3 clusters Score -3950018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -3950018.250000 Penalty: 3676.847412
	Iteration 91Q: 3 clusters Score -3950018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -3950017.750000 Penalty: 3676.847412
	Iteration 92Q: 3 clusters Score -3950018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -3950020.500000 Penalty: 3676.847412
	Iteration 93Q: 3 clusters Score -3950020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -3950020.500000 Penalty: 3676.847412
	Iteration 94F: 3 clusters Score -3950020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Entering Unmasked Estep 
Score: -846716.000000 Penalty: 1578.930542
	Iteration 0F: 2 clusters Score -846716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -835276.375000 Penalty: 3157.861084
	Iteration 0F: 3 clusters Score -835276.4 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -839352.937500 Penalty: 3157.861084
	Iteration 1F: 3 clusters Score -839352.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -839608.312500 Penalty: 3157.861084
	Iteration 2Q: 3 clusters Score -839608.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -839830.812500 Penalty: 3157.861084
	Iteration 3Q: 3 clusters Score -839830.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -840050.875000 Penalty: 3157.861084
	Iteration 4Q: 3 clusters Score -840050.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -840318.812500 Penalty: 3157.861084
	Iteration 5Q: 3 clusters Score -840318.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -840704.687500 Penalty: 3157.861084
	Iteration 6Q: 3 clusters Score -840704.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -841300.187500 Penalty: 3157.861084
	Iteration 7F: 3 clusters Score -841300.2 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -842151.437500 Penalty: 3157.861084
	Iteration 8F: 3 clusters Score -842151.4 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -843236.937500 Penalty: 3157.861084
	Iteration 9F: 3 clusters Score -843236.9 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -844274.250000 Penalty: 3157.861084
	Iteration 10F: 3 clusters Score -844274.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -845050.937500 Penalty: 3157.861084
	Iteration 11Q: 3 clusters Score -845050.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -845386.750000 Penalty: 3157.861084
	Iteration 12Q: 3 clusters Score -845386.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -845513.312500 Penalty: 3157.861084
	Iteration 13Q: 3 clusters Score -845513.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -845560.187500 Penalty: 3157.861084
	Iteration 14Q: 3 clusters Score -845560.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -845580.500000 Penalty: 3157.861084
	Iteration 15Q: 3 clusters Score -845580.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -845596.187500 Penalty: 3157.861084
	Iteration 16Q: 3 clusters Score -845596.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -845605.562500 Penalty: 3157.861084
	Iteration 17Q: 3 clusters Score -845605.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -845606.562500 Penalty: 3157.861084
	Iteration 18Q: 3 clusters Score -845606.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -845609.750000 Penalty: 3157.861084
	Iteration 19Q: 3 clusters Score -845609.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -845613.500000 Penalty: 3157.861084
	Iteration 20F: 3 clusters Score -845613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -845612.812500 Penalty: 3157.861084
	Iteration 21Q: 3 clusters Score -845612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -845614.062500 Penalty: 3157.861084
	Iteration 22Q: 3 clusters Score -845614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -845616.125000 Penalty: 3157.861084
	Iteration 23Q: 3 clusters Score -845616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -845617.500000 Penalty: 3157.861084
	Iteration 24Q: 3 clusters Score -845617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -845619.125000 Penalty: 3157.861084
	Iteration 25Q: 3 clusters Score -845619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -845618.000000 Penalty: 3157.861084
	Iteration 26Q: 3 clusters Score -845618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -845617.875000 Penalty: 3157.861084
	Iteration 27Q: 3 clusters Score -845617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -845617.875000 Penalty: 3157.861084
	Iteration 28F: 3 clusters Score -845617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Entering Unmasked Estep 
Score: -562782.312500 Penalty: 1519.193726
	Iteration 0F: 2 clusters Score -562782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -554671.937500 Penalty: 3038.387451
	Iteration 0F: 3 clusters Score -554671.9 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -557349.750000 Penalty: 3038.387451
	Iteration 1F: 3 clusters Score -557349.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -557603.312500 Penalty: 3038.387451
	Iteration 2F: 3 clusters Score -557603.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -557811.437500 Penalty: 3038.387451
	Iteration 3Q: 3 clusters Score -557811.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -558022.187500 Penalty: 3038.387451
	Iteration 4Q: 3 clusters Score -558022.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -558218.625000 Penalty: 3038.387451
	Iteration 5Q: 3 clusters Score -558218.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -558397.937500 Penalty: 3038.387451
	Iteration 6Q: 3 clusters Score -558397.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -558602.250000 Penalty: 3038.387451
	Iteration 7Q: 3 clusters Score -558602.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -558824.187500 Penalty: 3038.387451
	Iteration 8Q: 3 clusters Score -558824.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -559062.875000 Penalty: 3038.387451
	Iteration 9Q: 3 clusters Score -559062.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -559301.750000 Penalty: 3038.387451
	Iteration 10Q: 3 clusters Score -559301.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -559546.750000 Penalty: 3038.387451
	Iteration 11Q: 3 clusters Score -559546.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -559773.687500 Penalty: 3038.387451
	Iteration 12Q: 3 clusters Score -559773.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -560021.625000 Penalty: 3038.387451
	Iteration 13Q: 3 clusters Score -560021.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -560250.437500 Penalty: 3038.387451
	Iteration 14Q: 3 clusters Score -560250.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -560491.000000 Penalty: 3038.387451
	Iteration 15Q: 3 clusters Score -560491 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -560759.062500 Penalty: 3038.387451
	Iteration 16Q: 3 clusters Score -560759.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -560989.312500 Penalty: 3038.387451
	Iteration 17Q: 3 clusters Score -560989.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -561162.875000 Penalty: 3038.387451
	Iteration 18Q: 3 clusters Score -561162.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -561275.625000 Penalty: 3038.387451
	Iteration 19Q: 3 clusters Score -561275.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -561344.312500 Penalty: 3038.387451
	Iteration 20F: 3 clusters Score -561344.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -561386.500000 Penalty: 3038.387451
	Iteration 21Q: 3 clusters Score -561386.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -561424.812500 Penalty: 3038.387451
	Iteration 22Q: 3 clusters Score -561424.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -561461.750000 Penalty: 3038.387451
	Iteration 23Q: 3 clusters Score -561461.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -561491.312500 Penalty: 3038.387451
	Iteration 24Q: 3 clusters Score -561491.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -561517.437500 Penalty: 3038.387451
	Iteration 25Q: 3 clusters Score -561517.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -561540.375000 Penalty: 3038.387451
	Iteration 26Q: 3 clusters Score -561540.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -561554.562500 Penalty: 3038.387451
	Iteration 27Q: 3 clusters Score -561554.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -561565.125000 Penalty: 3038.387451
	Iteration 28Q: 3 clusters Score -561565.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -561570.625000 Penalty: 3038.387451
	Iteration 29Q: 3 clusters Score -561570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -561575.000000 Penalty: 3038.387451
	Iteration 30Q: 3 clusters Score -561575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -561577.187500 Penalty: 3038.387451
	Iteration 31Q: 3 clusters Score -561577.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -561582.250000 Penalty: 3038.387451
	Iteration 32Q: 3 clusters Score -561582.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -561585.437500 Penalty: 3038.387451
	Iteration 33Q: 3 clusters Score -561585.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -561590.687500 Penalty: 3038.387451
	Iteration 34Q: 3 clusters Score -561590.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -561599.437500 Penalty: 3038.387451
	Iteration 35Q: 3 clusters Score -561599.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -561606.812500 Penalty: 3038.387451
	Iteration 36Q: 3 clusters Score -561606.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -561610.812500 Penalty: 3038.387451
	Iteration 37Q: 3 clusters Score -561610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -561612.750000 Penalty: 3038.387451
	Iteration 38Q: 3 clusters Score -561612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -561615.500000 Penalty: 3038.387451
	Iteration 39Q: 3 clusters Score -561615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -561616.062500 Penalty: 3038.387451
	Iteration 40F: 3 clusters Score -561616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -561617.562500 Penalty: 3038.387451
	Iteration 41Q: 3 clusters Score -561617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -561617.125000 Penalty: 3038.387451
	Iteration 42Q: 3 clusters Score -561617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -561616.875000 Penalty: 3038.387451
	Iteration 43Q: 3 clusters Score -561616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -561617.812500 Penalty: 3038.387451
	Iteration 44Q: 3 clusters Score -561617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -561619.812500 Penalty: 3038.387451
	Iteration 45Q: 3 clusters Score -561619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -561621.187500 Penalty: 3038.387451
	Iteration 46Q: 3 clusters Score -561621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -561622.062500 Penalty: 3038.387451
	Iteration 47Q: 3 clusters Score -561622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -561623.937500 Penalty: 3038.387451
	Iteration 48Q: 3 clusters Score -561623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -561626.312500 Penalty: 3038.387451
	Iteration 49Q: 3 clusters Score -561626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -561627.250000 Penalty: 3038.387451
	Iteration 50Q: 3 clusters Score -561627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -561628.875000 Penalty: 3038.387451
	Iteration 51Q: 3 clusters Score -561628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -561629.187500 Penalty: 3038.387451
	Iteration 52Q: 3 clusters Score -561629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -561628.812500 Penalty: 3038.387451
	Iteration 53Q: 3 clusters Score -561628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -561630.562500 Penalty: 3038.387451
	Iteration 54Q: 3 clusters Score -561630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -561629.125000 Penalty: 3038.387451
	Iteration 55Q: 3 clusters Score -561629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -561633.437500 Penalty: 3038.387451
	Iteration 56Q: 3 clusters Score -561633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -561636.062500 Penalty: 3038.387451
	Iteration 57Q: 3 clusters Score -561636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -561636.375000 Penalty: 3038.387451
	Iteration 58Q: 3 clusters Score -561636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -561637.312500 Penalty: 3038.387451
	Iteration 59Q: 3 clusters Score -561637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -561638.312500 Penalty: 3038.387451
	Iteration 60F: 3 clusters Score -561638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -561638.875000 Penalty: 3038.387451
	Iteration 61Q: 3 clusters Score -561638.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -561640.250000 Penalty: 3038.387451
	Iteration 62Q: 3 clusters Score -561640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -561640.250000 Penalty: 3038.387451
	Iteration 63Q: 3 clusters Score -561640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -561642.812500 Penalty: 3038.387451
	Iteration 64Q: 3 clusters Score -561642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -561643.625000 Penalty: 3038.387451
	Iteration 65Q: 3 clusters Score -561643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -561644.000000 Penalty: 3038.387451
	Iteration 66Q: 3 clusters Score -561644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -561644.250000 Penalty: 3038.387451
	Iteration 67Q: 3 clusters Score -561644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -561643.812500 Penalty: 3038.387451
	Iteration 68Q: 3 clusters Score -561643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -561643.812500 Penalty: 3038.387451
	Iteration 69F: 3 clusters Score -561643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (424824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424824 members 
Entering Unmasked Estep 
Score: -20299992.000000 Penalty: 2105.907471
	Iteration 0F: 2 clusters Score -2.029999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212720 members 
Mstep: Class 2 contains 212104 members 
Entering Unmasked Estep 
Score: -20013202.000000 Penalty: 4211.814941
	Iteration 0F: 3 clusters Score -2.00132e+07 nChanged 207215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226847 members 
Mstep: Class 2 contains 197977 members 
Entering Unmasked Estep 
Score: -20138868.000000 Penalty: 4211.814941
	Iteration 1F: 3 clusters Score -2.013887e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235740 members 
Mstep: Class 2 contains 189084 members 
Entering Unmasked Estep 
Score: -20142440.000000 Penalty: 4211.814941
	Iteration 2Q: 3 clusters Score -2.014244e+07 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249430 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -20149010.000000 Penalty: 4211.814941
	Iteration 3Q: 3 clusters Score -2.014901e+07 nChanged 21744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269386 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -20159610.000000 Penalty: 4211.814941
	Iteration 4F: 3 clusters Score -2.015961e+07 nChanged 28322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296984 members 
Mstep: Class 2 contains 127840 members 
Entering Unmasked Estep 
Score: -20177878.000000 Penalty: 4211.814941
	Iteration 5F: 3 clusters Score -2.017788e+07 nChanged 35386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332256 members 
Mstep: Class 2 contains 92568 members 
Entering Unmasked Estep 
Score: -20207614.000000 Penalty: 4211.814941
	Iteration 6F: 3 clusters Score -2.020761e+07 nChanged 37664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369908 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -20244014.000000 Penalty: 4211.814941
	Iteration 7F: 3 clusters Score -2.024401e+07 nChanged 29497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399403 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -20273850.000000 Penalty: 4211.814941
	Iteration 8F: 3 clusters Score -2.027385e+07 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415651 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -20289664.000000 Penalty: 4211.814941
	Iteration 9Q: 3 clusters Score -2.028966e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422113 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -20295776.000000 Penalty: 4211.814941
	Iteration 10Q: 3 clusters Score -2.029578e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423986 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20297504.000000 Penalty: 4211.814941
	Iteration 11Q: 3 clusters Score -2.02975e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424483 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20297982.000000 Penalty: 4211.814941
	Iteration 12Q: 3 clusters Score -2.029798e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424610 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20298088.000000 Penalty: 4211.814941
	Iteration 13Q: 3 clusters Score -2.029809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424645 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20298182.000000 Penalty: 4211.814941
	Iteration 14Q: 3 clusters Score -2.029818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424664 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20298204.000000 Penalty: 4211.814941
	Iteration 15Q: 3 clusters Score -2.02982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424668 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20298218.000000 Penalty: 4211.814941
	Iteration 16Q: 3 clusters Score -2.029822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424667 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20298242.000000 Penalty: 4211.814941
	Iteration 17Q: 3 clusters Score -2.029824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424670 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20298248.000000 Penalty: 4211.814941
	Iteration 18Q: 3 clusters Score -2.029825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424676 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20298264.000000 Penalty: 4211.814941
	Iteration 19Q: 3 clusters Score -2.029826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424675 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20298264.000000 Penalty: 4211.814941
	Iteration 20F: 3 clusters Score -2.029826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424673 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20298262.000000 Penalty: 4211.814941
	Iteration 21Q: 3 clusters Score -2.029826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424674 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20298288.000000 Penalty: 4211.814941
	Iteration 22Q: 3 clusters Score -2.029829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424673 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20298284.000000 Penalty: 4211.814941
	Iteration 23Q: 3 clusters Score -2.029828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424672 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20298288.000000 Penalty: 4211.814941
	Iteration 24Q: 3 clusters Score -2.029829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424672 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20298288.000000 Penalty: 4211.814941
	Iteration 25F: 3 clusters Score -2.029829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Entering Unmasked Estep 
Score: -212583.984375 Penalty: 1362.530640
	Iteration 0F: 2 clusters Score -212584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -208966.703125 Penalty: 2725.061279
	Iteration 0F: 3 clusters Score -208966.7 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -209950.500000 Penalty: 2725.061279
	Iteration 1F: 3 clusters Score -209950.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -210278.484375 Penalty: 2725.061279
	Iteration 2F: 3 clusters Score -210278.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -210534.187500 Penalty: 2725.061279
	Iteration 3F: 3 clusters Score -210534.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -210769.328125 Penalty: 2725.061279
	Iteration 4F: 3 clusters Score -210769.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -210930.859375 Penalty: 2725.061279
	Iteration 5F: 3 clusters Score -210930.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -211060.296875 Penalty: 2725.061279
	Iteration 6Q: 3 clusters Score -211060.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -211183.640625 Penalty: 2725.061279
	Iteration 7Q: 3 clusters Score -211183.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -211273.859375 Penalty: 2725.061279
	Iteration 8Q: 3 clusters Score -211273.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -211341.140625 Penalty: 2725.061279
	Iteration 9Q: 3 clusters Score -211341.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -211392.656250 Penalty: 2725.061279
	Iteration 10Q: 3 clusters Score -211392.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -211433.812500 Penalty: 2725.061279
	Iteration 11Q: 3 clusters Score -211433.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -211464.500000 Penalty: 2725.061279
	Iteration 12Q: 3 clusters Score -211464.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -211481.812500 Penalty: 2725.061279
	Iteration 13Q: 3 clusters Score -211481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -211494.234375 Penalty: 2725.061279
	Iteration 14Q: 3 clusters Score -211494.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -211503.234375 Penalty: 2725.061279
	Iteration 15Q: 3 clusters Score -211503.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -211506.234375 Penalty: 2725.061279
	Iteration 16Q: 3 clusters Score -211506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -211508.812500 Penalty: 2725.061279
	Iteration 17Q: 3 clusters Score -211508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -211512.703125 Penalty: 2725.061279
	Iteration 18Q: 3 clusters Score -211512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -211514.875000 Penalty: 2725.061279
	Iteration 19Q: 3 clusters Score -211514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -211518.765625 Penalty: 2725.061279
	Iteration 20F: 3 clusters Score -211518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -211520.640625 Penalty: 2725.061279
	Iteration 21Q: 3 clusters Score -211520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -211522.281250 Penalty: 2725.061279
	Iteration 22Q: 3 clusters Score -211522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -211523.453125 Penalty: 2725.061279
	Iteration 23Q: 3 clusters Score -211523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -211524.171875 Penalty: 2725.061279
	Iteration 24Q: 3 clusters Score -211524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -211524.171875 Penalty: 2725.061279
	Iteration 25F: 3 clusters Score -211524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -186256.703125 Penalty: 1340.088013
	Iteration 0F: 2 clusters Score -186256.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -183042.703125 Penalty: 2680.176025
	Iteration 0F: 3 clusters Score -183042.7 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -183872.515625 Penalty: 2680.176025
	Iteration 1F: 3 clusters Score -183872.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -184051.437500 Penalty: 2680.176025
	Iteration 2F: 3 clusters Score -184051.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -184205.171875 Penalty: 2680.176025
	Iteration 3F: 3 clusters Score -184205.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -184318.875000 Penalty: 2680.176025
	Iteration 4Q: 3 clusters Score -184318.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -184422.375000 Penalty: 2680.176025
	Iteration 5Q: 3 clusters Score -184422.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -184513.437500 Penalty: 2680.176025
	Iteration 6Q: 3 clusters Score -184513.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -184601.531250 Penalty: 2680.176025
	Iteration 7Q: 3 clusters Score -184601.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -184703.015625 Penalty: 2680.176025
	Iteration 8Q: 3 clusters Score -184703 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -184776.953125 Penalty: 2680.176025
	Iteration 9Q: 3 clusters Score -184777 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -184834.515625 Penalty: 2680.176025
	Iteration 10Q: 3 clusters Score -184834.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184900.750000 Penalty: 2680.176025
	Iteration 11Q: 3 clusters Score -184900.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -184950.859375 Penalty: 2680.176025
	Iteration 12Q: 3 clusters Score -184950.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184988.265625 Penalty: 2680.176025
	Iteration 13Q: 3 clusters Score -184988.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -185015.375000 Penalty: 2680.176025
	Iteration 14Q: 3 clusters Score -185015.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185037.140625 Penalty: 2680.176025
	Iteration 15Q: 3 clusters Score -185037.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185053.937500 Penalty: 2680.176025
	Iteration 16Q: 3 clusters Score -185053.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185070.046875 Penalty: 2680.176025
	Iteration 17Q: 3 clusters Score -185070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185082.203125 Penalty: 2680.176025
	Iteration 18Q: 3 clusters Score -185082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185088.281250 Penalty: 2680.176025
	Iteration 19Q: 3 clusters Score -185088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -185092.375000 Penalty: 2680.176025
	Iteration 20F: 3 clusters Score -185092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -185093.625000 Penalty: 2680.176025
	Iteration 21Q: 3 clusters Score -185093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -185094.609375 Penalty: 2680.176025
	Iteration 22Q: 3 clusters Score -185094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -185097.234375 Penalty: 2680.176025
	Iteration 23Q: 3 clusters Score -185097.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185100.796875 Penalty: 2680.176025
	Iteration 24Q: 3 clusters Score -185100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -185103.937500 Penalty: 2680.176025
	Iteration 25Q: 3 clusters Score -185103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185105.000000 Penalty: 2680.176025
	Iteration 26Q: 3 clusters Score -185105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -185108.078125 Penalty: 2680.176025
	Iteration 27Q: 3 clusters Score -185108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185111.078125 Penalty: 2680.176025
	Iteration 28Q: 3 clusters Score -185111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -185112.390625 Penalty: 2680.176025
	Iteration 29Q: 3 clusters Score -185112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -185116.421875 Penalty: 2680.176025
	Iteration 30Q: 3 clusters Score -185116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -185119.484375 Penalty: 2680.176025
	Iteration 31Q: 3 clusters Score -185119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185121.765625 Penalty: 2680.176025
	Iteration 32Q: 3 clusters Score -185121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -185122.156250 Penalty: 2680.176025
	Iteration 33Q: 3 clusters Score -185122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -185124.406250 Penalty: 2680.176025
	Iteration 34Q: 3 clusters Score -185124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -185124.765625 Penalty: 2680.176025
	Iteration 35Q: 3 clusters Score -185124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -185125.671875 Penalty: 2680.176025
	Iteration 36Q: 3 clusters Score -185125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185126.312500 Penalty: 2680.176025
	Iteration 37Q: 3 clusters Score -185126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -185126.281250 Penalty: 2680.176025
	Iteration 38Q: 3 clusters Score -185126.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -185126.281250 Penalty: 2680.176025
	Iteration 39F: 3 clusters Score -185126.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Entering Unmasked Estep 
Score: -3673648.000000 Penalty: 1824.506714
	Iteration 0F: 2 clusters Score -3673648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -3623543.500000 Penalty: 3649.013428
	Iteration 0F: 3 clusters Score -3623544 nChanged 35759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -3644239.000000 Penalty: 3649.013428
	Iteration 1F: 3 clusters Score -3644239 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -3644924.250000 Penalty: 3649.013428
	Iteration 2Q: 3 clusters Score -3644924 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -3645783.750000 Penalty: 3649.013428
	Iteration 3Q: 3 clusters Score -3645784 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -3646986.500000 Penalty: 3649.013428
	Iteration 4Q: 3 clusters Score -3646986 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -3648597.250000 Penalty: 3649.013428
	Iteration 5Q: 3 clusters Score -3648597 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -3650621.750000 Penalty: 3649.013428
	Iteration 6Q: 3 clusters Score -3650622 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -3653128.500000 Penalty: 3649.013428
	Iteration 7F: 3 clusters Score -3653128 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -3656058.500000 Penalty: 3649.013428
	Iteration 8F: 3 clusters Score -3656058 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -3659226.750000 Penalty: 3649.013428
	Iteration 9F: 3 clusters Score -3659227 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -3662214.500000 Penalty: 3649.013428
	Iteration 10F: 3 clusters Score -3662214 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -3664810.000000 Penalty: 3649.013428
	Iteration 11Q: 3 clusters Score -3664810 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -3666802.000000 Penalty: 3649.013428
	Iteration 12Q: 3 clusters Score -3666802 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -3668161.500000 Penalty: 3649.013428
	Iteration 13Q: 3 clusters Score -3668162 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -3669160.000000 Penalty: 3649.013428
	Iteration 14Q: 3 clusters Score -3669160 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -3669796.250000 Penalty: 3649.013428
	Iteration 15Q: 3 clusters Score -3669796 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -3670280.750000 Penalty: 3649.013428
	Iteration 16Q: 3 clusters Score -3670281 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -3670704.250000 Penalty: 3649.013428
	Iteration 17Q: 3 clusters Score -3670704 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -3671051.000000 Penalty: 3649.013428
	Iteration 18Q: 3 clusters Score -3671051 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -3671339.500000 Penalty: 3649.013428
	Iteration 19Q: 3 clusters Score -3671340 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -3671593.000000 Penalty: 3649.013428
	Iteration 20F: 3 clusters Score -3671593 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -3671742.750000 Penalty: 3649.013428
	Iteration 21Q: 3 clusters Score -3671743 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -3671832.250000 Penalty: 3649.013428
	Iteration 22Q: 3 clusters Score -3671832 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -3671903.500000 Penalty: 3649.013428
	Iteration 23Q: 3 clusters Score -3671904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -3671960.250000 Penalty: 3649.013428
	Iteration 24Q: 3 clusters Score -3671960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -3671990.750000 Penalty: 3649.013428
	Iteration 25Q: 3 clusters Score -3671991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -3672014.250000 Penalty: 3649.013428
	Iteration 26Q: 3 clusters Score -3672014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -3672038.000000 Penalty: 3649.013428
	Iteration 27Q: 3 clusters Score -3672038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -3672056.750000 Penalty: 3649.013428
	Iteration 28Q: 3 clusters Score -3672057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -3672075.250000 Penalty: 3649.013428
	Iteration 29Q: 3 clusters Score -3672075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -3672094.750000 Penalty: 3649.013428
	Iteration 30Q: 3 clusters Score -3672095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -3672104.750000 Penalty: 3649.013428
	Iteration 31Q: 3 clusters Score -3672105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -3672106.250000 Penalty: 3649.013428
	Iteration 32Q: 3 clusters Score -3672106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -3672110.500000 Penalty: 3649.013428
	Iteration 33Q: 3 clusters Score -3672110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -3672113.500000 Penalty: 3649.013428
	Iteration 34Q: 3 clusters Score -3672114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -3672117.500000 Penalty: 3649.013428
	Iteration 35Q: 3 clusters Score -3672118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -3672120.750000 Penalty: 3649.013428
	Iteration 36Q: 3 clusters Score -3672121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -3672122.250000 Penalty: 3649.013428
	Iteration 37Q: 3 clusters Score -3672122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -3672122.250000 Penalty: 3649.013428
	Iteration 38F: 3 clusters Score -3672122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -337347.031250 Penalty: 1452.852173
	Iteration 0F: 2 clusters Score -337347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -331786.906250 Penalty: 2905.704346
	Iteration 0F: 3 clusters Score -331786.9 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -333755.781250 Penalty: 2905.704346
	Iteration 1F: 3 clusters Score -333755.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -334373.312500 Penalty: 2905.704346
	Iteration 2F: 3 clusters Score -334373.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -334999.781250 Penalty: 2905.704346
	Iteration 3F: 3 clusters Score -334999.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -335527.218750 Penalty: 2905.704346
	Iteration 4F: 3 clusters Score -335527.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -335900.406250 Penalty: 2905.704346
	Iteration 5F: 3 clusters Score -335900.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -336159.531250 Penalty: 2905.704346
	Iteration 6Q: 3 clusters Score -336159.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -336333.437500 Penalty: 2905.704346
	Iteration 7Q: 3 clusters Score -336333.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -336431.687500 Penalty: 2905.704346
	Iteration 8Q: 3 clusters Score -336431.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -336475.437500 Penalty: 2905.704346
	Iteration 9Q: 3 clusters Score -336475.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -336496.875000 Penalty: 2905.704346
	Iteration 10Q: 3 clusters Score -336496.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -336516.187500 Penalty: 2905.704346
	Iteration 11Q: 3 clusters Score -336516.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -336542.750000 Penalty: 2905.704346
	Iteration 12Q: 3 clusters Score -336542.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -336570.625000 Penalty: 2905.704346
	Iteration 13Q: 3 clusters Score -336570.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -336599.531250 Penalty: 2905.704346
	Iteration 14Q: 3 clusters Score -336599.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -336630.656250 Penalty: 2905.704346
	Iteration 15Q: 3 clusters Score -336630.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -336650.156250 Penalty: 2905.704346
	Iteration 16Q: 3 clusters Score -336650.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -336664.750000 Penalty: 2905.704346
	Iteration 17Q: 3 clusters Score -336664.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -336673.593750 Penalty: 2905.704346
	Iteration 18Q: 3 clusters Score -336673.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -336683.968750 Penalty: 2905.704346
	Iteration 19Q: 3 clusters Score -336684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -336694.343750 Penalty: 2905.704346
	Iteration 20F: 3 clusters Score -336694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -336709.125000 Penalty: 2905.704346
	Iteration 21Q: 3 clusters Score -336709.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -336719.437500 Penalty: 2905.704346
	Iteration 22Q: 3 clusters Score -336719.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -336725.562500 Penalty: 2905.704346
	Iteration 23Q: 3 clusters Score -336725.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -336730.750000 Penalty: 2905.704346
	Iteration 24Q: 3 clusters Score -336730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -336736.375000 Penalty: 2905.704346
	Iteration 25Q: 3 clusters Score -336736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -336739.968750 Penalty: 2905.704346
	Iteration 26Q: 3 clusters Score -336740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -336741.406250 Penalty: 2905.704346
	Iteration 27Q: 3 clusters Score -336741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -336741.843750 Penalty: 2905.704346
	Iteration 28Q: 3 clusters Score -336741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -336741.406250 Penalty: 2905.704346
	Iteration 29Q: 3 clusters Score -336741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -336741.406250 Penalty: 2905.704346
	Iteration 30F: 3 clusters Score -336741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24121 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 6 contains 37733 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 11 contains 81910 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 11486 members 
Mstep: Class 15 contains 424824 members 
Mstep: Class 16 contains 4380 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 75187 members 
Mstep: Class 20 contains 7636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503872.000000 Penalty: 35363.035156
Iteration 39Q: 17 clusters Score -3.750387e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23302 members 
Mstep: Class 3 contains 7252 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 91553 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 5581 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 11 contains 81297 members 
Mstep: Class 12 contains 15956 members 
Mstep: Class 13 contains 11622 members 
Mstep: Class 15 contains 431019 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 72602 members 
Mstep: Class 20 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505256.000000 Penalty: 35363.035156
Iteration 40F: 17 clusters Score -3.750526e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22592 members 
Mstep: Class 3 contains 7087 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 5 contains 90881 members 
Mstep: Class 6 contains 36689 members 
Mstep: Class 7 contains 5561 members 
Mstep: Class 9 contains 9790 members 
Mstep: Class 11 contains 80588 members 
Mstep: Class 12 contains 15434 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 15 contains 437045 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 69862 members 
Mstep: Class 20 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506592.000000 Penalty: 35363.035156
Iteration 41Q: 17 clusters Score -3.750659e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21915 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 2958 members 
Mstep: Class 5 contains 90123 members 
Mstep: Class 6 contains 36098 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 9 contains 9744 members 
Mstep: Class 11 contains 79821 members 
Mstep: Class 12 contains 14941 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 15 contains 443213 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 67147 members 
Mstep: Class 20 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37508120.000000 Penalty: 35363.035156
Iteration 42Q: 17 clusters Score -3.750812e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21249 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 89330 members 
Mstep: Class 6 contains 35466 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 9 contains 9723 members 
Mstep: Class 11 contains 79072 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 15 contains 449248 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 64486 members 
Mstep: Class 20 contains 7244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37509212.000000 Penalty: 35363.035156
Iteration 43Q: 17 clusters Score -3.750921e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20657 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 88539 members 
Mstep: Class 6 contains 34847 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 9 contains 9683 members 
Mstep: Class 11 contains 78300 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 11682 members 
Mstep: Class 15 contains 455193 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 61842 members 
Mstep: Class 20 contains 7141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37510432.000000 Penalty: 35363.035156
Iteration 44Q: 17 clusters Score -3.751043e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20103 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 87734 members 
Mstep: Class 6 contains 34282 members 
Mstep: Class 7 contains 5463 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 11 contains 77575 members 
Mstep: Class 12 contains 13769 members 
Mstep: Class 13 contains 11638 members 
Mstep: Class 15 contains 460940 members 
Mstep: Class 16 contains 4592 members 
Mstep: Class 17 contains 3827 members 
Mstep: Class 18 contains 59264 members 
Mstep: Class 20 contains 7014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37511428.000000 Penalty: 35363.035156
Iteration 45Q: 17 clusters Score -3.751143e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19555 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 3118 members 
Mstep: Class 5 contains 86854 members 
Mstep: Class 6 contains 33713 members 
Mstep: Class 7 contains 5439 members 
Mstep: Class 9 contains 9616 members 
Mstep: Class 11 contains 76864 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 11567 members 
Mstep: Class 15 contains 466668 members 
Mstep: Class 16 contains 4612 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 18 contains 56735 members 
Mstep: Class 20 contains 6910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37512552.000000 Penalty: 35363.035156
Iteration 46Q: 17 clusters Score -3.751255e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19029 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 85937 members 
Mstep: Class 6 contains 33196 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 9 contains 9556 members 
Mstep: Class 11 contains 76127 members 
Mstep: Class 12 contains 13094 members 
Mstep: Class 13 contains 11479 members 
Mstep: Class 15 contains 472327 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 54260 members 
Mstep: Class 20 contains 6806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513572.000000 Penalty: 35363.035156
Iteration 47Q: 17 clusters Score -3.751357e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18533 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 85059 members 
Mstep: Class 6 contains 32715 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 11 contains 75418 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 11373 members 
Mstep: Class 15 contains 477807 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 18 contains 51843 members 
Mstep: Class 20 contains 6699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514636.000000 Penalty: 35363.035156
Iteration 48Q: 17 clusters Score -3.751464e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 84172 members 
Mstep: Class 6 contains 32201 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 11 contains 74689 members 
Mstep: Class 12 contains 12522 members 
Mstep: Class 13 contains 11247 members 
Mstep: Class 15 contains 483157 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 49512 members 
Mstep: Class 20 contains 6590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37515660.000000 Penalty: 35363.035156
Iteration 49Q: 17 clusters Score -3.751566e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17698 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 83277 members 
Mstep: Class 6 contains 31691 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 9 contains 9402 members 
Mstep: Class 11 contains 73919 members 
Mstep: Class 12 contains 12288 members 
Mstep: Class 13 contains 11115 members 
Mstep: Class 15 contains 488415 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 47249 members 
Mstep: Class 20 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516712.000000 Penalty: 35363.035156
Iteration 50Q: 17 clusters Score -3.751671e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17323 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 82456 members 
Mstep: Class 6 contains 31171 members 
Mstep: Class 7 contains 5305 members 
Mstep: Class 9 contains 9375 members 
Mstep: Class 11 contains 73145 members 
Mstep: Class 12 contains 12084 members 
Mstep: Class 13 contains 10989 members 
Mstep: Class 15 contains 493450 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 18 contains 45091 members 
Mstep: Class 20 contains 6356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517640.000000 Penalty: 35363.035156
Iteration 51Q: 17 clusters Score -3.751764e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16975 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 81621 members 
Mstep: Class 6 contains 30658 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 9 contains 9364 members 
Mstep: Class 11 contains 72403 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 15 contains 498317 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 18 contains 42964 members 
Mstep: Class 20 contains 6251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518176.000000 Penalty: 35363.035156
Iteration 52Q: 17 clusters Score -3.751818e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16653 members 
Mstep: Class 3 contains 7624 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 80780 members 
Mstep: Class 6 contains 30216 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 11 contains 71672 members 
Mstep: Class 12 contains 11670 members 
Mstep: Class 13 contains 10753 members 
Mstep: Class 15 contains 502922 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 3811 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 20 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518856.000000 Penalty: 35363.035156
Iteration 53Q: 17 clusters Score -3.751886e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16346 members 
Mstep: Class 3 contains 7728 members 
Mstep: Class 4 contains 3376 members 
Mstep: Class 5 contains 79964 members 
Mstep: Class 6 contains 29770 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 9 contains 9389 members 
Mstep: Class 11 contains 71000 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 10612 members 
Mstep: Class 15 contains 507361 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 39101 members 
Mstep: Class 20 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519516.000000 Penalty: 35363.035156
Iteration 54Q: 17 clusters Score -3.751952e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16071 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 79201 members 
Mstep: Class 6 contains 29310 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 9 contains 9407 members 
Mstep: Class 11 contains 70349 members 
Mstep: Class 12 contains 11242 members 
Mstep: Class 13 contains 10475 members 
Mstep: Class 15 contains 511635 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 37265 members 
Mstep: Class 20 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520144.000000 Penalty: 35363.035156
Iteration 55Q: 17 clusters Score -3.752014e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15829 members 
Mstep: Class 3 contains 7947 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 78455 members 
Mstep: Class 6 contains 28863 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 11 contains 69691 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 10341 members 
Mstep: Class 15 contains 515696 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 3811 members 
Mstep: Class 18 contains 35566 members 
Mstep: Class 20 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520480.000000 Penalty: 35363.035156
Iteration 56Q: 17 clusters Score -3.752048e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15599 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 77724 members 
Mstep: Class 6 contains 28445 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 9 contains 9448 members 
Mstep: Class 11 contains 69067 members 
Mstep: Class 12 contains 10883 members 
Mstep: Class 13 contains 10235 members 
Mstep: Class 15 contains 519525 members 
Mstep: Class 16 contains 4616 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 33989 members 
Mstep: Class 20 contains 5859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37521280.000000 Penalty: 35363.035156
Iteration 57Q: 17 clusters Score -3.752128e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 77032 members 
Mstep: Class 6 contains 28021 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 9 contains 9457 members 
Mstep: Class 11 contains 68493 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 13 contains 10120 members 
Mstep: Class 15 contains 523261 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 32412 members 
Mstep: Class 20 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37521856.000000 Penalty: 35363.035156
Iteration 58Q: 17 clusters Score -3.752186e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 8268 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 76380 members 
Mstep: Class 6 contains 27620 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 11 contains 67922 members 
Mstep: Class 12 contains 10566 members 
Mstep: Class 13 contains 10002 members 
Mstep: Class 15 contains 526841 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 30890 members 
Mstep: Class 20 contains 5709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37522508.000000 Penalty: 35363.035156
Iteration 59Q: 17 clusters Score -3.752251e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 8380 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 75693 members 
Mstep: Class 6 contains 27251 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 9 contains 9457 members 
Mstep: Class 11 contains 67372 members 
Mstep: Class 12 contains 10447 members 
Mstep: Class 13 contains 9873 members 
Mstep: Class 15 contains 530314 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 29404 members 
Mstep: Class 20 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37523112.000000 Penalty: 35363.035156
Iteration 60F: 17 clusters Score -3.752311e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14940 members 
Mstep: Class 3 contains 8517 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 75038 members 
Mstep: Class 6 contains 26895 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 11 contains 66852 members 
Mstep: Class 12 contains 10321 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 15 contains 533576 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 27982 members 
Mstep: Class 20 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37523292.000000 Penalty: 35363.035156
Iteration 61Q: 17 clusters Score -3.752329e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14835 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 74431 members 
Mstep: Class 6 contains 26547 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 9 contains 9444 members 
Mstep: Class 11 contains 66346 members 
Mstep: Class 12 contains 10207 members 
Mstep: Class 13 contains 9611 members 
Mstep: Class 15 contains 536646 members 
Mstep: Class 16 contains 4524 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 26667 members 
Mstep: Class 20 contains 5528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37523792.000000 Penalty: 35363.035156
Iteration 62Q: 17 clusters Score -3.752379e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14754 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 73846 members 
Mstep: Class 6 contains 26242 members 
Mstep: Class 7 contains 5100 members 
Mstep: Class 9 contains 9421 members 
Mstep: Class 11 contains 65895 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 9488 members 
Mstep: Class 15 contains 539451 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 25498 members 
Mstep: Class 20 contains 5485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37524128.000000 Penalty: 35363.035156
Iteration 63Q: 17 clusters Score -3.752413e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14689 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 73374 members 
Mstep: Class 6 contains 25939 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 9 contains 9397 members 
Mstep: Class 11 contains 65514 members 
Mstep: Class 12 contains 10000 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 15 contains 542014 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 24354 members 
Mstep: Class 20 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37524252.000000 Penalty: 35363.035156
Iteration 64Q: 17 clusters Score -3.752425e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14626 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 72944 members 
Mstep: Class 6 contains 25683 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 9 contains 9384 members 
Mstep: Class 11 contains 65158 members 
Mstep: Class 12 contains 9919 members 
Mstep: Class 13 contains 9276 members 
Mstep: Class 15 contains 544357 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 23252 members 
Mstep: Class 20 contains 5398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37524580.000000 Penalty: 35363.035156
Iteration 65Q: 17 clusters Score -3.752458e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14566 members 
Mstep: Class 3 contains 9095 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 72528 members 
Mstep: Class 6 contains 25440 members 
Mstep: Class 7 contains 5073 members 
Mstep: Class 9 contains 9367 members 
Mstep: Class 11 contains 64815 members 
Mstep: Class 12 contains 9839 members 
Mstep: Class 13 contains 9193 members 
Mstep: Class 15 contains 546569 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 22236 members 
Mstep: Class 20 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37524716.000000 Penalty: 35363.035156
Iteration 66Q: 17 clusters Score -3.752472e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14530 members 
Mstep: Class 3 contains 9178 members 
Mstep: Class 4 contains 3624 members 
Mstep: Class 5 contains 72150 members 
Mstep: Class 6 contains 25233 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 11 contains 64484 members 
Mstep: Class 12 contains 9764 members 
Mstep: Class 13 contains 9098 members 
Mstep: Class 15 contains 548676 members 
Mstep: Class 16 contains 4409 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 21252 members 
Mstep: Class 20 contains 5316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37524844.000000 Penalty: 35363.035156
Iteration 67Q: 17 clusters Score -3.752484e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 9264 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 71786 members 
Mstep: Class 6 contains 25043 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 11 contains 64159 members 
Mstep: Class 12 contains 9669 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 15 contains 550753 members 
Mstep: Class 16 contains 4379 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 20291 members 
Mstep: Class 20 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37525156.000000 Penalty: 35363.035156
Iteration 68Q: 17 clusters Score -3.752516e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14436 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 71433 members 
Mstep: Class 6 contains 24879 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 9 contains 9320 members 
Mstep: Class 11 contains 63849 members 
Mstep: Class 12 contains 9572 members 
Mstep: Class 13 contains 8929 members 
Mstep: Class 15 contains 552713 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 19403 members 
Mstep: Class 20 contains 5248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37525512.000000 Penalty: 35363.035156
Iteration 69Q: 17 clusters Score -3.752551e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 3645 members 
Mstep: Class 5 contains 71095 members 
Mstep: Class 6 contains 24707 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 11 contains 63590 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 15 contains 554549 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 18555 members 
Mstep: Class 20 contains 5228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37525640.000000 Penalty: 35363.035156
Iteration 70Q: 17 clusters Score -3.752564e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 70764 members 
Mstep: Class 6 contains 24542 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 11 contains 63372 members 
Mstep: Class 12 contains 9429 members 
Mstep: Class 13 contains 8781 members 
Mstep: Class 15 contains 556274 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 20 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37525956.000000 Penalty: 35363.035156
Iteration 71Q: 17 clusters Score -3.752596e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 9532 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 70456 members 
Mstep: Class 6 contains 24404 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 11 contains 63157 members 
Mstep: Class 12 contains 9375 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 15 contains 557880 members 
Mstep: Class 16 contains 4260 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 16893 members 
Mstep: Class 20 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37526204.000000 Penalty: 35363.035156
Iteration 72Q: 17 clusters Score -3.75262e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 9579 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 70163 members 
Mstep: Class 6 contains 24291 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 11 contains 62959 members 
Mstep: Class 12 contains 9319 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 15 contains 559376 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 16146 members 
Mstep: Class 20 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37526308.000000 Penalty: 35363.035156
Iteration 73Q: 17 clusters Score -3.752631e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 69874 members 
Mstep: Class 6 contains 24194 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 9 contains 9234 members 
Mstep: Class 11 contains 62761 members 
Mstep: Class 12 contains 9254 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 15 contains 560839 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 15438 members 
Mstep: Class 20 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37526484.000000 Penalty: 35363.035156
Iteration 74Q: 17 clusters Score -3.752648e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 9685 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 69591 members 
Mstep: Class 6 contains 24085 members 
Mstep: Class 7 contains 5031 members 
Mstep: Class 9 contains 9228 members 
Mstep: Class 11 contains 62577 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 8536 members 
Mstep: Class 15 contains 562321 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 14719 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37526704.000000 Penalty: 35363.035156
Iteration 75Q: 17 clusters Score -3.75267e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 69331 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 5019 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 11 contains 62403 members 
Mstep: Class 12 contains 9103 members 
Mstep: Class 13 contains 8487 members 
Mstep: Class 15 contains 563615 members 
Mstep: Class 16 contains 4138 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 14077 members 
Mstep: Class 20 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37526924.000000 Penalty: 35363.035156
Iteration 76Q: 17 clusters Score -3.752692e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 9818 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 69082 members 
Mstep: Class 6 contains 23919 members 
Mstep: Class 7 contains 5011 members 
Mstep: Class 9 contains 9217 members 
Mstep: Class 11 contains 62252 members 
Mstep: Class 12 contains 9035 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 15 contains 564856 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 13433 members 
Mstep: Class 20 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527104.000000 Penalty: 35363.035156
Iteration 77Q: 17 clusters Score -3.75271e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 68860 members 
Mstep: Class 6 contains 23822 members 
Mstep: Class 7 contains 5007 members 
Mstep: Class 9 contains 9220 members 
Mstep: Class 11 contains 62107 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 8402 members 
Mstep: Class 15 contains 566026 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 20 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527308.000000 Penalty: 35363.035156
Iteration 78Q: 17 clusters Score -3.752731e+07 nChanged 1416
Entering ConstructFrom: 
Score: -37527308.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -52692.527344 Penalty: 1144.087158
	Iteration 0F: 2 clusters Score -52692.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -51139.332031 Penalty: 2288.174316
	Iteration 0F: 3 clusters Score -51139.33 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -51387.375000 Penalty: 2288.174316
	Iteration 1F: 3 clusters Score -51387.38 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -51452.933594 Penalty: 2288.174316
	Iteration 2F: 3 clusters Score -51452.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -51491.898438 Penalty: 2288.174316
	Iteration 3Q: 3 clusters Score -51491.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -51525.203125 Penalty: 2288.174316
	Iteration 4Q: 3 clusters Score -51525.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -51555.425781 Penalty: 2288.174316
	Iteration 5Q: 3 clusters Score -51555.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -51571.433594 Penalty: 2288.174316
	Iteration 6Q: 3 clusters Score -51571.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -51579.835938 Penalty: 2288.174316
	Iteration 7Q: 3 clusters Score -51579.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -51581.511719 Penalty: 2288.174316
	Iteration 8Q: 3 clusters Score -51581.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -51582.894531 Penalty: 2288.174316
	Iteration 9Q: 3 clusters Score -51582.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -51584.664062 Penalty: 2288.174316
	Iteration 10Q: 3 clusters Score -51584.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -51587.214844 Penalty: 2288.174316
	Iteration 11Q: 3 clusters Score -51587.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -51590.281250 Penalty: 2288.174316
	Iteration 12Q: 3 clusters Score -51590.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -51595.996094 Penalty: 2288.174316
	Iteration 13Q: 3 clusters Score -51596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -51597.128906 Penalty: 2288.174316
	Iteration 14Q: 3 clusters Score -51597.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -51598.582031 Penalty: 2288.174316
	Iteration 15Q: 3 clusters Score -51598.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -51599.453125 Penalty: 2288.174316
	Iteration 16Q: 3 clusters Score -51599.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -51599.453125 Penalty: 2288.174316
	Iteration 17F: 3 clusters Score -51599.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Entering Unmasked Estep 
Score: -670534.062500 Penalty: 1553.536133
	Iteration 0F: 2 clusters Score -670534.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -660674.625000 Penalty: 3107.072266
	Iteration 0F: 3 clusters Score -660674.6 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -664068.750000 Penalty: 3107.072266
	Iteration 1F: 3 clusters Score -664068.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -664306.562500 Penalty: 3107.072266
	Iteration 2F: 3 clusters Score -664306.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -664474.875000 Penalty: 3107.072266
	Iteration 3Q: 3 clusters Score -664474.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -664640.937500 Penalty: 3107.072266
	Iteration 4Q: 3 clusters Score -664640.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -664820.000000 Penalty: 3107.072266
	Iteration 5Q: 3 clusters Score -664820 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -665010.562500 Penalty: 3107.072266
	Iteration 6Q: 3 clusters Score -665010.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -665273.125000 Penalty: 3107.072266
	Iteration 7Q: 3 clusters Score -665273.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -665614.562500 Penalty: 3107.072266
	Iteration 8Q: 3 clusters Score -665614.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -666095.062500 Penalty: 3107.072266
	Iteration 9F: 3 clusters Score -666095.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -666750.437500 Penalty: 3107.072266
	Iteration 10F: 3 clusters Score -666750.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -667437.062500 Penalty: 3107.072266
	Iteration 11F: 3 clusters Score -667437.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -668064.062500 Penalty: 3107.072266
	Iteration 12F: 3 clusters Score -668064.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -668487.437500 Penalty: 3107.072266
	Iteration 13Q: 3 clusters Score -668487.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -668754.937500 Penalty: 3107.072266
	Iteration 14Q: 3 clusters Score -668754.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -668918.125000 Penalty: 3107.072266
	Iteration 15Q: 3 clusters Score -668918.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -669007.562500 Penalty: 3107.072266
	Iteration 16Q: 3 clusters Score -669007.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -669067.062500 Penalty: 3107.072266
	Iteration 17Q: 3 clusters Score -669067.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -669108.125000 Penalty: 3107.072266
	Iteration 18Q: 3 clusters Score -669108.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -669128.187500 Penalty: 3107.072266
	Iteration 19Q: 3 clusters Score -669128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -669151.437500 Penalty: 3107.072266
	Iteration 20F: 3 clusters Score -669151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -669167.562500 Penalty: 3107.072266
	Iteration 21Q: 3 clusters Score -669167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -669172.750000 Penalty: 3107.072266
	Iteration 22Q: 3 clusters Score -669172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -669181.312500 Penalty: 3107.072266
	Iteration 23Q: 3 clusters Score -669181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -669189.000000 Penalty: 3107.072266
	Iteration 24Q: 3 clusters Score -669189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -669196.437500 Penalty: 3107.072266
	Iteration 25Q: 3 clusters Score -669196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -669198.375000 Penalty: 3107.072266
	Iteration 26Q: 3 clusters Score -669198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -669198.375000 Penalty: 3107.072266
	Iteration 27F: 3 clusters Score -669198.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Entering Unmasked Estep 
Score: -489217.000000 Penalty: 1495.276733
	Iteration 0F: 2 clusters Score -489217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -482183.718750 Penalty: 2990.553467
	Iteration 0F: 3 clusters Score -482183.7 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -484476.156250 Penalty: 2990.553467
	Iteration 1F: 3 clusters Score -484476.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -484721.562500 Penalty: 2990.553467
	Iteration 2F: 3 clusters Score -484721.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -484949.937500 Penalty: 2990.553467
	Iteration 3Q: 3 clusters Score -484949.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -485154.781250 Penalty: 2990.553467
	Iteration 4Q: 3 clusters Score -485154.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -485401.312500 Penalty: 2990.553467
	Iteration 5Q: 3 clusters Score -485401.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -485662.406250 Penalty: 2990.553467
	Iteration 6Q: 3 clusters Score -485662.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -485976.500000 Penalty: 2990.553467
	Iteration 7F: 3 clusters Score -485976.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -486356.687500 Penalty: 2990.553467
	Iteration 8F: 3 clusters Score -486356.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -486772.625000 Penalty: 2990.553467
	Iteration 9F: 3 clusters Score -486772.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -487171.562500 Penalty: 2990.553467
	Iteration 10F: 3 clusters Score -487171.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -487442.031250 Penalty: 2990.553467
	Iteration 11Q: 3 clusters Score -487442 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -487615.218750 Penalty: 2990.553467
	Iteration 12Q: 3 clusters Score -487615.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -487720.312500 Penalty: 2990.553467
	Iteration 13Q: 3 clusters Score -487720.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -487794.218750 Penalty: 2990.553467
	Iteration 14Q: 3 clusters Score -487794.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -487841.937500 Penalty: 2990.553467
	Iteration 15Q: 3 clusters Score -487841.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -487878.125000 Penalty: 2990.553467
	Iteration 16Q: 3 clusters Score -487878.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -487903.437500 Penalty: 2990.553467
	Iteration 17Q: 3 clusters Score -487903.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -487926.781250 Penalty: 2990.553467
	Iteration 18Q: 3 clusters Score -487926.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -487944.968750 Penalty: 2990.553467
	Iteration 19Q: 3 clusters Score -487945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -487956.093750 Penalty: 2990.553467
	Iteration 20F: 3 clusters Score -487956.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -487963.000000 Penalty: 2990.553467
	Iteration 21Q: 3 clusters Score -487963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -487971.312500 Penalty: 2990.553467
	Iteration 22Q: 3 clusters Score -487971.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -487981.781250 Penalty: 2990.553467
	Iteration 23Q: 3 clusters Score -487981.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -487992.375000 Penalty: 2990.553467
	Iteration 24Q: 3 clusters Score -487992.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -488001.312500 Penalty: 2990.553467
	Iteration 25Q: 3 clusters Score -488001.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -488009.750000 Penalty: 2990.553467
	Iteration 26Q: 3 clusters Score -488009.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -488017.125000 Penalty: 2990.553467
	Iteration 27Q: 3 clusters Score -488017.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -488027.468750 Penalty: 2990.553467
	Iteration 28Q: 3 clusters Score -488027.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -488036.937500 Penalty: 2990.553467
	Iteration 29Q: 3 clusters Score -488036.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -488042.031250 Penalty: 2990.553467
	Iteration 30Q: 3 clusters Score -488042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -488045.406250 Penalty: 2990.553467
	Iteration 31Q: 3 clusters Score -488045.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -488049.406250 Penalty: 2990.553467
	Iteration 32Q: 3 clusters Score -488049.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -488053.187500 Penalty: 2990.553467
	Iteration 33Q: 3 clusters Score -488053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -488054.156250 Penalty: 2990.553467
	Iteration 34Q: 3 clusters Score -488054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -488056.062500 Penalty: 2990.553467
	Iteration 35Q: 3 clusters Score -488056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -488056.343750 Penalty: 2990.553467
	Iteration 36Q: 3 clusters Score -488056.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -488057.781250 Penalty: 2990.553467
	Iteration 37Q: 3 clusters Score -488057.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -488060.406250 Penalty: 2990.553467
	Iteration 38Q: 3 clusters Score -488060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -488064.156250 Penalty: 2990.553467
	Iteration 39Q: 3 clusters Score -488064.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -488070.343750 Penalty: 2990.553467
	Iteration 40F: 3 clusters Score -488070.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -488074.656250 Penalty: 2990.553467
	Iteration 41Q: 3 clusters Score -488074.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -488080.375000 Penalty: 2990.553467
	Iteration 42Q: 3 clusters Score -488080.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -488085.750000 Penalty: 2990.553467
	Iteration 43Q: 3 clusters Score -488085.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -488090.375000 Penalty: 2990.553467
	Iteration 44Q: 3 clusters Score -488090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -488093.562500 Penalty: 2990.553467
	Iteration 45Q: 3 clusters Score -488093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -488097.656250 Penalty: 2990.553467
	Iteration 46Q: 3 clusters Score -488097.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -488104.031250 Penalty: 2990.553467
	Iteration 47Q: 3 clusters Score -488104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -488108.500000 Penalty: 2990.553467
	Iteration 48Q: 3 clusters Score -488108.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -488111.750000 Penalty: 2990.553467
	Iteration 49Q: 3 clusters Score -488111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -488113.406250 Penalty: 2990.553467
	Iteration 50Q: 3 clusters Score -488113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -488115.156250 Penalty: 2990.553467
	Iteration 51Q: 3 clusters Score -488115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -488118.156250 Penalty: 2990.553467
	Iteration 52Q: 3 clusters Score -488118.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -488121.093750 Penalty: 2990.553467
	Iteration 53Q: 3 clusters Score -488121.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -488124.125000 Penalty: 2990.553467
	Iteration 54Q: 3 clusters Score -488124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -488125.156250 Penalty: 2990.553467
	Iteration 55Q: 3 clusters Score -488125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -488125.000000 Penalty: 2990.553467
	Iteration 56Q: 3 clusters Score -488125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -488126.218750 Penalty: 2990.553467
	Iteration 57Q: 3 clusters Score -488126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -488127.718750 Penalty: 2990.553467
	Iteration 58Q: 3 clusters Score -488127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -488129.531250 Penalty: 2990.553467
	Iteration 59Q: 3 clusters Score -488129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -488131.312500 Penalty: 2990.553467
	Iteration 60F: 3 clusters Score -488131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -488135.187500 Penalty: 2990.553467
	Iteration 61Q: 3 clusters Score -488135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -488134.406250 Penalty: 2990.553467
	Iteration 62Q: 3 clusters Score -488134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -488136.156250 Penalty: 2990.553467
	Iteration 63Q: 3 clusters Score -488136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -488136.531250 Penalty: 2990.553467
	Iteration 64Q: 3 clusters Score -488136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -488135.531250 Penalty: 2990.553467
	Iteration 65Q: 3 clusters Score -488135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -488136.687500 Penalty: 2990.553467
	Iteration 66Q: 3 clusters Score -488136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -488137.625000 Penalty: 2990.553467
	Iteration 67Q: 3 clusters Score -488137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -488137.968750 Penalty: 2990.553467
	Iteration 68Q: 3 clusters Score -488138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -488138.500000 Penalty: 2990.553467
	Iteration 69Q: 3 clusters Score -488138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -488138.500000 Penalty: 2990.553467
	Iteration 70F: 3 clusters Score -488138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -190681.500000 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -190681.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -187516.593750 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -187516.6 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -188309.031250 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -188309 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -188464.796875 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -188464.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -188557.421875 Penalty: 2669.701172
	Iteration 3F: 3 clusters Score -188557.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -188624.781250 Penalty: 2669.701172
	Iteration 4Q: 3 clusters Score -188624.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -188698.484375 Penalty: 2669.701172
	Iteration 5Q: 3 clusters Score -188698.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -188772.265625 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -188772.3 nChanged 106
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: -188832.671875 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -188832.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -188873.703125 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -188873.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -188906.875000 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -188906.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -188945.640625 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -188945.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -188982.312500 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -188982.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -189019.812500 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -189019.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -189049.000000 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -189049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -189079.437500 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -189079.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -189111.203125 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -189111.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -189146.406250 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -189146.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -189182.765625 Penalty: 2669.701172
	Iteration 17Q: 3 clusters Score -189182.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -189213.453125 Penalty: 2669.701172
	Iteration 18Q: 3 clusters Score -189213.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -189242.343750 Penalty: 2669.701172
	Iteration 19Q: 3 clusters Score -189242.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -189274.765625 Penalty: 2669.701172
	Iteration 20F: 3 clusters Score -189274.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -189303.046875 Penalty: 2669.701172
	Iteration 21Q: 3 clusters Score -189303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -189332.921875 Penalty: 2669.701172
	Iteration 22Q: 3 clusters Score -189332.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -189353.359375 Penalty: 2669.701172
	Iteration 23Q: 3 clusters Score -189353.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -189367.609375 Penalty: 2669.701172
	Iteration 24Q: 3 clusters Score -189367.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -189374.078125 Penalty: 2669.701172
	Iteration 25Q: 3 clusters Score -189374.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -189378.953125 Penalty: 2669.701172
	Iteration 26Q: 3 clusters Score -189379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -189381.828125 Penalty: 2669.701172
	Iteration 27Q: 3 clusters Score -189381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189384.468750 Penalty: 2669.701172
	Iteration 28Q: 3 clusters Score -189384.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189388.078125 Penalty: 2669.701172
	Iteration 29Q: 3 clusters Score -189388.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -189391.406250 Penalty: 2669.701172
	Iteration 30Q: 3 clusters Score -189391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -189395.593750 Penalty: 2669.701172
	Iteration 31Q: 3 clusters Score -189395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -189398.671875 Penalty: 2669.701172
	Iteration 32Q: 3 clusters Score -189398.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -189400.984375 Penalty: 2669.701172
	Iteration 33Q: 3 clusters Score -189401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -189403.187500 Penalty: 2669.701172
	Iteration 34Q: 3 clusters Score -189403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -189404.875000 Penalty: 2669.701172
	Iteration 35Q: 3 clusters Score -189404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189405.640625 Penalty: 2669.701172
	Iteration 36Q: 3 clusters Score -189405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -189408.171875 Penalty: 2669.701172
	Iteration 37Q: 3 clusters Score -189408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189408.781250 Penalty: 2669.701172
	Iteration 38Q: 3 clusters Score -189408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -189409.609375 Penalty: 2669.701172
	Iteration 39Q: 3 clusters Score -189409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189411.046875 Penalty: 2669.701172
	Iteration 40F: 3 clusters Score -189411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -189412.250000 Penalty: 2669.701172
	Iteration 41Q: 3 clusters Score -189412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -189412.703125 Penalty: 2669.701172
	Iteration 42Q: 3 clusters Score -189412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -189413.781250 Penalty: 2669.701172
	Iteration 43Q: 3 clusters Score -189413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -189413.750000 Penalty: 2669.701172
	Iteration 44Q: 3 clusters Score -189413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -189413.750000 Penalty: 2669.701172
	Iteration 45F: 3 clusters Score -189413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Entering Unmasked Estep 
Score: -3358218.500000 Penalty: 1809.645630
	Iteration 0F: 2 clusters Score -3358218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -3312322.750000 Penalty: 3619.291260
	Iteration 0F: 3 clusters Score -3312323 nChanged 32507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -3331258.000000 Penalty: 3619.291260
	Iteration 1F: 3 clusters Score -3331258 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -3332090.250000 Penalty: 3619.291260
	Iteration 2Q: 3 clusters Score -3332090 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -3333091.500000 Penalty: 3619.291260
	Iteration 3Q: 3 clusters Score -3333092 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -3334131.000000 Penalty: 3619.291260
	Iteration 4Q: 3 clusters Score -3334131 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -3335557.750000 Penalty: 3619.291260
	Iteration 5Q: 3 clusters Score -3335558 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -3337440.500000 Penalty: 3619.291260
	Iteration 6F: 3 clusters Score -3337440 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -3339803.750000 Penalty: 3619.291260
	Iteration 7F: 3 clusters Score -3339804 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -3342766.500000 Penalty: 3619.291260
	Iteration 8F: 3 clusters Score -3342766 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -3345639.750000 Penalty: 3619.291260
	Iteration 9F: 3 clusters Score -3345640 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -3347500.750000 Penalty: 3619.291260
	Iteration 10Q: 3 clusters Score -3347501 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -3348394.750000 Penalty: 3619.291260
	Iteration 11Q: 3 clusters Score -3348395 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -3348832.750000 Penalty: 3619.291260
	Iteration 12Q: 3 clusters Score -3348833 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -3349152.750000 Penalty: 3619.291260
	Iteration 13Q: 3 clusters Score -3349153 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -3349478.000000 Penalty: 3619.291260
	Iteration 14Q: 3 clusters Score -3349478 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -3349811.250000 Penalty: 3619.291260
	Iteration 15Q: 3 clusters Score -3349811 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -3350153.000000 Penalty: 3619.291260
	Iteration 16Q: 3 clusters Score -3350153 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -3350530.250000 Penalty: 3619.291260
	Iteration 17Q: 3 clusters Score -3350530 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -3350872.500000 Penalty: 3619.291260
	Iteration 18Q: 3 clusters Score -3350872 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -3351213.000000 Penalty: 3619.291260
	Iteration 19Q: 3 clusters Score -3351213 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -3351611.000000 Penalty: 3619.291260
	Iteration 20F: 3 clusters Score -3351611 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -3352054.250000 Penalty: 3619.291260
	Iteration 21Q: 3 clusters Score -3352054 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -3352478.750000 Penalty: 3619.291260
	Iteration 22Q: 3 clusters Score -3352479 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -3352884.500000 Penalty: 3619.291260
	Iteration 23Q: 3 clusters Score -3352884 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -3353277.000000 Penalty: 3619.291260
	Iteration 24Q: 3 clusters Score -3353277 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -3353737.000000 Penalty: 3619.291260
	Iteration 25Q: 3 clusters Score -3353737 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -3354162.000000 Penalty: 3619.291260
	Iteration 26Q: 3 clusters Score -3354162 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -3354572.750000 Penalty: 3619.291260
	Iteration 27Q: 3 clusters Score -3354573 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -3354934.000000 Penalty: 3619.291260
	Iteration 28Q: 3 clusters Score -3354934 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -3355277.250000 Penalty: 3619.291260
	Iteration 29Q: 3 clusters Score -3355277 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -3355579.750000 Penalty: 3619.291260
	Iteration 30Q: 3 clusters Score -3355580 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -3355863.250000 Penalty: 3619.291260
	Iteration 31Q: 3 clusters Score -3355863 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -3356165.500000 Penalty: 3619.291260
	Iteration 32Q: 3 clusters Score -3356166 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -3356438.750000 Penalty: 3619.291260
	Iteration 33Q: 3 clusters Score -3356439 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -3356658.500000 Penalty: 3619.291260
	Iteration 34Q: 3 clusters Score -3356658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -3356799.250000 Penalty: 3619.291260
	Iteration 35Q: 3 clusters Score -3356799 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -3356907.250000 Penalty: 3619.291260
	Iteration 36Q: 3 clusters Score -3356907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -3356969.500000 Penalty: 3619.291260
	Iteration 37Q: 3 clusters Score -3356970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -3356994.750000 Penalty: 3619.291260
	Iteration 38Q: 3 clusters Score -3356995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -3357021.250000 Penalty: 3619.291260
	Iteration 39Q: 3 clusters Score -3357021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -3357036.250000 Penalty: 3619.291260
	Iteration 40F: 3 clusters Score -3357036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -3357042.750000 Penalty: 3619.291260
	Iteration 41Q: 3 clusters Score -3357043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -3357045.000000 Penalty: 3619.291260
	Iteration 42Q: 3 clusters Score -3357045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -3357049.500000 Penalty: 3619.291260
	Iteration 43Q: 3 clusters Score -3357050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -3357046.250000 Penalty: 3619.291260
	Iteration 44Q: 3 clusters Score -3357046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -3357050.000000 Penalty: 3619.291260
	Iteration 45Q: 3 clusters Score -3357050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -3357053.750000 Penalty: 3619.291260
	Iteration 46Q: 3 clusters Score -3357054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -3357056.250000 Penalty: 3619.291260
	Iteration 47Q: 3 clusters Score -3357056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -3357060.750000 Penalty: 3619.291260
	Iteration 48Q: 3 clusters Score -3357061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -3357057.500000 Penalty: 3619.291260
	Iteration 49Q: 3 clusters Score -3357058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -3357057.500000 Penalty: 3619.291260
	Iteration 50F: 3 clusters Score -3357058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Entering Unmasked Estep 
Score: -1153293.875000 Penalty: 1637.167114
	Iteration 0F: 2 clusters Score -1153294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1137197.250000 Penalty: 3274.334229
	Iteration 0F: 3 clusters Score -1137197 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1143348.000000 Penalty: 3274.334229
	Iteration 1F: 3 clusters Score -1143348 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1144037.625000 Penalty: 3274.334229
	Iteration 2F: 3 clusters Score -1144038 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1145026.500000 Penalty: 3274.334229
	Iteration 3F: 3 clusters Score -1145026 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1146413.000000 Penalty: 3274.334229
	Iteration 4F: 3 clusters Score -1146413 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1147933.875000 Penalty: 3274.334229
	Iteration 5F: 3 clusters Score -1147934 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1149133.875000 Penalty: 3274.334229
	Iteration 6F: 3 clusters Score -1149134 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1150000.250000 Penalty: 3274.334229
	Iteration 7F: 3 clusters Score -1150000 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1150569.375000 Penalty: 3274.334229
	Iteration 8Q: 3 clusters Score -1150569 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1150955.250000 Penalty: 3274.334229
	Iteration 9Q: 3 clusters Score -1150955 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1151212.875000 Penalty: 3274.334229
	Iteration 10Q: 3 clusters Score -1151213 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1151427.500000 Penalty: 3274.334229
	Iteration 11Q: 3 clusters Score -1151428 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1151626.250000 Penalty: 3274.334229
	Iteration 12Q: 3 clusters Score -1151626 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1151813.000000 Penalty: 3274.334229
	Iteration 13Q: 3 clusters Score -1151813 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1151953.000000 Penalty: 3274.334229
	Iteration 14Q: 3 clusters Score -1151953 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1152073.625000 Penalty: 3274.334229
	Iteration 15Q: 3 clusters Score -1152074 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1152165.000000 Penalty: 3274.334229
	Iteration 16Q: 3 clusters Score -1152165 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1152218.875000 Penalty: 3274.334229
	Iteration 17Q: 3 clusters Score -1152219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1152270.875000 Penalty: 3274.334229
	Iteration 18Q: 3 clusters Score -1152271 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1152321.000000 Penalty: 3274.334229
	Iteration 19Q: 3 clusters Score -1152321 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1152346.375000 Penalty: 3274.334229
	Iteration 20F: 3 clusters Score -1152346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1152373.875000 Penalty: 3274.334229
	Iteration 21Q: 3 clusters Score -1152374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1152392.000000 Penalty: 3274.334229
	Iteration 22Q: 3 clusters Score -1152392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1152400.250000 Penalty: 3274.334229
	Iteration 23Q: 3 clusters Score -1152400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1152413.250000 Penalty: 3274.334229
	Iteration 24Q: 3 clusters Score -1152413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1152421.375000 Penalty: 3274.334229
	Iteration 25Q: 3 clusters Score -1152421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1152439.750000 Penalty: 3274.334229
	Iteration 26Q: 3 clusters Score -1152440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1152457.750000 Penalty: 3274.334229
	Iteration 27Q: 3 clusters Score -1152458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1152472.750000 Penalty: 3274.334229
	Iteration 28Q: 3 clusters Score -1152473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1152491.625000 Penalty: 3274.334229
	Iteration 29Q: 3 clusters Score -1152492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1152500.125000 Penalty: 3274.334229
	Iteration 30Q: 3 clusters Score -1152500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1152508.375000 Penalty: 3274.334229
	Iteration 31Q: 3 clusters Score -1152508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1152513.875000 Penalty: 3274.334229
	Iteration 32Q: 3 clusters Score -1152514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1152522.125000 Penalty: 3274.334229
	Iteration 33Q: 3 clusters Score -1152522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1152528.125000 Penalty: 3274.334229
	Iteration 34Q: 3 clusters Score -1152528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1152540.750000 Penalty: 3274.334229
	Iteration 35Q: 3 clusters Score -1152541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1152555.375000 Penalty: 3274.334229
	Iteration 36Q: 3 clusters Score -1152555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1152561.750000 Penalty: 3274.334229
	Iteration 37Q: 3 clusters Score -1152562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1152569.625000 Penalty: 3274.334229
	Iteration 38Q: 3 clusters Score -1152570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1152576.625000 Penalty: 3274.334229
	Iteration 39Q: 3 clusters Score -1152577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1152577.125000 Penalty: 3274.334229
	Iteration 40F: 3 clusters Score -1152577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1152582.625000 Penalty: 3274.334229
	Iteration 41Q: 3 clusters Score -1152583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1152584.125000 Penalty: 3274.334229
	Iteration 42Q: 3 clusters Score -1152584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1152584.125000 Penalty: 3274.334229
	Iteration 43Q: 3 clusters Score -1152584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1152585.875000 Penalty: 3274.334229
	Iteration 44Q: 3 clusters Score -1152586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1152585.875000 Penalty: 3274.334229
	Iteration 45Q: 3 clusters Score -1152586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1152585.500000 Penalty: 3274.334229
	Iteration 46Q: 3 clusters Score -1152586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1152586.000000 Penalty: 3274.334229
	Iteration 47Q: 3 clusters Score -1152586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1152587.375000 Penalty: 3274.334229
	Iteration 48Q: 3 clusters Score -1152587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1152589.000000 Penalty: 3274.334229
	Iteration 49Q: 3 clusters Score -1152589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1152588.875000 Penalty: 3274.334229
	Iteration 50Q: 3 clusters Score -1152589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1152588.250000 Penalty: 3274.334229
	Iteration 51Q: 3 clusters Score -1152588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1152590.250000 Penalty: 3274.334229
	Iteration 52Q: 3 clusters Score -1152590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1152588.500000 Penalty: 3274.334229
	Iteration 53Q: 3 clusters Score -1152588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1152587.750000 Penalty: 3274.334229
	Iteration 54Q: 3 clusters Score -1152588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1152587.750000 Penalty: 3274.334229
	Iteration 55F: 3 clusters Score -1152588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -248177.078125 Penalty: 1384.206299
	Iteration 0F: 2 clusters Score -248177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -244175.812500 Penalty: 2768.412598
	Iteration 0F: 3 clusters Score -244175.8 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -245298.718750 Penalty: 2768.412598
	Iteration 1F: 3 clusters Score -245298.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -245458.718750 Penalty: 2768.412598
	Iteration 2F: 3 clusters Score -245458.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -245590.515625 Penalty: 2768.412598
	Iteration 3Q: 3 clusters Score -245590.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -245693.125000 Penalty: 2768.412598
	Iteration 4Q: 3 clusters Score -245693.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -245794.640625 Penalty: 2768.412598
	Iteration 5Q: 3 clusters Score -245794.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -245905.437500 Penalty: 2768.412598
	Iteration 6Q: 3 clusters Score -245905.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -246002.484375 Penalty: 2768.412598
	Iteration 7Q: 3 clusters Score -246002.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -246071.343750 Penalty: 2768.412598
	Iteration 8Q: 3 clusters Score -246071.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -246156.921875 Penalty: 2768.412598
	Iteration 9Q: 3 clusters Score -246156.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -246261.156250 Penalty: 2768.412598
	Iteration 10Q: 3 clusters Score -246261.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -246367.484375 Penalty: 2768.412598
	Iteration 11Q: 3 clusters Score -246367.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -246458.500000 Penalty: 2768.412598
	Iteration 12Q: 3 clusters Score -246458.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -246545.468750 Penalty: 2768.412598
	Iteration 13Q: 3 clusters Score -246545.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -246625.812500 Penalty: 2768.412598
	Iteration 14Q: 3 clusters Score -246625.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -246702.359375 Penalty: 2768.412598
	Iteration 15Q: 3 clusters Score -246702.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -246766.515625 Penalty: 2768.412598
	Iteration 16Q: 3 clusters Score -246766.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -246808.984375 Penalty: 2768.412598
	Iteration 17Q: 3 clusters Score -246809 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -246846.421875 Penalty: 2768.412598
	Iteration 18Q: 3 clusters Score -246846.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -246879.953125 Penalty: 2768.412598
	Iteration 19Q: 3 clusters Score -246880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -246906.953125 Penalty: 2768.412598
	Iteration 20F: 3 clusters Score -246907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -246930.265625 Penalty: 2768.412598
	Iteration 21Q: 3 clusters Score -246930.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -246948.437500 Penalty: 2768.412598
	Iteration 22Q: 3 clusters Score -246948.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -246958.500000 Penalty: 2768.412598
	Iteration 23Q: 3 clusters Score -246958.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -246965.218750 Penalty: 2768.412598
	Iteration 24Q: 3 clusters Score -246965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -246972.140625 Penalty: 2768.412598
	Iteration 25Q: 3 clusters Score -246972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -246977.781250 Penalty: 2768.412598
	Iteration 26Q: 3 clusters Score -246977.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -246980.234375 Penalty: 2768.412598
	Iteration 27Q: 3 clusters Score -246980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -246982.984375 Penalty: 2768.412598
	Iteration 28Q: 3 clusters Score -246983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -246988.421875 Penalty: 2768.412598
	Iteration 29Q: 3 clusters Score -246988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -246994.531250 Penalty: 2768.412598
	Iteration 30Q: 3 clusters Score -246994.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -247000.828125 Penalty: 2768.412598
	Iteration 31Q: 3 clusters Score -247000.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -247003.765625 Penalty: 2768.412598
	Iteration 32Q: 3 clusters Score -247003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -247007.937500 Penalty: 2768.412598
	Iteration 33Q: 3 clusters Score -247007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -247010.296875 Penalty: 2768.412598
	Iteration 34Q: 3 clusters Score -247010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -247013.468750 Penalty: 2768.412598
	Iteration 35Q: 3 clusters Score -247013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -247015.046875 Penalty: 2768.412598
	Iteration 36Q: 3 clusters Score -247015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -247016.500000 Penalty: 2768.412598
	Iteration 37Q: 3 clusters Score -247016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -247017.000000 Penalty: 2768.412598
	Iteration 38Q: 3 clusters Score -247017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -247017.625000 Penalty: 2768.412598
	Iteration 39Q: 3 clusters Score -247017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -247018.015625 Penalty: 2768.412598
	Iteration 40F: 3 clusters Score -247018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -247018.875000 Penalty: 2768.412598
	Iteration 41Q: 3 clusters Score -247018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -247019.703125 Penalty: 2768.412598
	Iteration 42Q: 3 clusters Score -247019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -247019.703125 Penalty: 2768.412598
	Iteration 43F: 3 clusters Score -247019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Entering Unmasked Estep 
Score: -443700.250000 Penalty: 1483.571655
	Iteration 0F: 2 clusters Score -443700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -436956.406250 Penalty: 2967.143311
	Iteration 0F: 3 clusters Score -436956.4 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -439179.250000 Penalty: 2967.143311
	Iteration 1F: 3 clusters Score -439179.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -439456.156250 Penalty: 2967.143311
	Iteration 2F: 3 clusters Score -439456.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -439660.062500 Penalty: 2967.143311
	Iteration 3Q: 3 clusters Score -439660.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -439862.031250 Penalty: 2967.143311
	Iteration 4Q: 3 clusters Score -439862 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -440065.062500 Penalty: 2967.143311
	Iteration 5Q: 3 clusters Score -440065.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -440324.906250 Penalty: 2967.143311
	Iteration 6Q: 3 clusters Score -440324.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -440661.125000 Penalty: 2967.143311
	Iteration 7F: 3 clusters Score -440661.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -441074.531250 Penalty: 2967.143311
	Iteration 8F: 3 clusters Score -441074.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -441485.312500 Penalty: 2967.143311
	Iteration 9F: 3 clusters Score -441485.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -441785.875000 Penalty: 2967.143311
	Iteration 10Q: 3 clusters Score -441785.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -442001.281250 Penalty: 2967.143311
	Iteration 11Q: 3 clusters Score -442001.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -442140.562500 Penalty: 2967.143311
	Iteration 12Q: 3 clusters Score -442140.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -442232.437500 Penalty: 2967.143311
	Iteration 13Q: 3 clusters Score -442232.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -442298.093750 Penalty: 2967.143311
	Iteration 14Q: 3 clusters Score -442298.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -442343.625000 Penalty: 2967.143311
	Iteration 15Q: 3 clusters Score -442343.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -442367.375000 Penalty: 2967.143311
	Iteration 16Q: 3 clusters Score -442367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -442377.968750 Penalty: 2967.143311
	Iteration 17Q: 3 clusters Score -442378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -442381.906250 Penalty: 2967.143311
	Iteration 18Q: 3 clusters Score -442381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -442385.437500 Penalty: 2967.143311
	Iteration 19Q: 3 clusters Score -442385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -442386.312500 Penalty: 2967.143311
	Iteration 20F: 3 clusters Score -442386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Entering Unmasked Estep 
Score: -3000354.250000 Penalty: 1793.117065
	Iteration 0F: 2 clusters Score -3000354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -2958827.250000 Penalty: 3586.234131
	Iteration 0F: 3 clusters Score -2958827 nChanged 29195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -2976029.250000 Penalty: 3586.234131
	Iteration 1F: 3 clusters Score -2976029 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -2977282.250000 Penalty: 3586.234131
	Iteration 2Q: 3 clusters Score -2977282 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -2979422.000000 Penalty: 3586.234131
	Iteration 3F: 3 clusters Score -2979422 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -2982992.000000 Penalty: 3586.234131
	Iteration 4F: 3 clusters Score -2982992 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -2987860.750000 Penalty: 3586.234131
	Iteration 5F: 3 clusters Score -2987861 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -2992894.500000 Penalty: 3586.234131
	Iteration 6F: 3 clusters Score -2992894 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -2996513.750000 Penalty: 3586.234131
	Iteration 7F: 3 clusters Score -2996514 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -2998455.000000 Penalty: 3586.234131
	Iteration 8Q: 3 clusters Score -2998455 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -2999181.250000 Penalty: 3586.234131
	Iteration 9Q: 3 clusters Score -2999181 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -2999479.750000 Penalty: 3586.234131
	Iteration 10Q: 3 clusters Score -2999480 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -2999660.500000 Penalty: 3586.234131
	Iteration 11Q: 3 clusters Score -2999660 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -2999734.000000 Penalty: 3586.234131
	Iteration 12Q: 3 clusters Score -2999734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -2999808.250000 Penalty: 3586.234131
	Iteration 13Q: 3 clusters Score -2999808 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -2999853.250000 Penalty: 3586.234131
	Iteration 14Q: 3 clusters Score -2999853 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -2999901.250000 Penalty: 3586.234131
	Iteration 15Q: 3 clusters Score -2999901 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -2999938.000000 Penalty: 3586.234131
	Iteration 16Q: 3 clusters Score -2999938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -2999962.750000 Penalty: 3586.234131
	Iteration 17Q: 3 clusters Score -2999963 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -2999986.750000 Penalty: 3586.234131
	Iteration 18Q: 3 clusters Score -2999987 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -3000013.250000 Penalty: 3586.234131
	Iteration 19Q: 3 clusters Score -3000013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -3000023.500000 Penalty: 3586.234131
	Iteration 20F: 3 clusters Score -3000024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -3000041.750000 Penalty: 3586.234131
	Iteration 21Q: 3 clusters Score -3000042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -3000037.250000 Penalty: 3586.234131
	Iteration 22Q: 3 clusters Score -3000037 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -3000059.000000 Penalty: 3586.234131
	Iteration 23Q: 3 clusters Score -3000059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -3000060.750000 Penalty: 3586.234131
	Iteration 24Q: 3 clusters Score -3000061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -3000062.000000 Penalty: 3586.234131
	Iteration 25Q: 3 clusters Score -3000062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -3000061.000000 Penalty: 3586.234131
	Iteration 26Q: 3 clusters Score -3000061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -3000072.250000 Penalty: 3586.234131
	Iteration 27Q: 3 clusters Score -3000072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -3000082.000000 Penalty: 3586.234131
	Iteration 28Q: 3 clusters Score -3000082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -3000083.750000 Penalty: 3586.234131
	Iteration 29Q: 3 clusters Score -3000084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -3000085.500000 Penalty: 3586.234131
	Iteration 30Q: 3 clusters Score -3000086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -3000101.000000 Penalty: 3586.234131
	Iteration 31Q: 3 clusters Score -3000101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -3000097.000000 Penalty: 3586.234131
	Iteration 32Q: 3 clusters Score -3000097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -3000102.000000 Penalty: 3586.234131
	Iteration 33Q: 3 clusters Score -3000102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 59600 members 
Entering Unmasked Estep 
Score: -3000109.500000 Penalty: 3586.234131
	Iteration 34Q: 3 clusters Score -3000110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -3000110.500000 Penalty: 3586.234131
	Iteration 35Q: 3 clusters Score -3000110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -3000116.500000 Penalty: 3586.234131
	Iteration 36Q: 3 clusters Score -3000116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -3000119.000000 Penalty: 3586.234131
	Iteration 37Q: 3 clusters Score -3000119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -3000117.750000 Penalty: 3586.234131
	Iteration 38Q: 3 clusters Score -3000118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -3000119.250000 Penalty: 3586.234131
	Iteration 39Q: 3 clusters Score -3000119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -3000125.500000 Penalty: 3586.234131
	Iteration 40F: 3 clusters Score -3000126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -3000121.250000 Penalty: 3586.234131
	Iteration 41Q: 3 clusters Score -3000121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -3000122.000000 Penalty: 3586.234131
	Iteration 42Q: 3 clusters Score -3000122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -3000119.250000 Penalty: 3586.234131
	Iteration 43Q: 3 clusters Score -3000119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -3000115.500000 Penalty: 3586.234131
	Iteration 44Q: 3 clusters Score -3000116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -3000116.750000 Penalty: 3586.234131
	Iteration 45Q: 3 clusters Score -3000117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -3000119.250000 Penalty: 3586.234131
	Iteration 46Q: 3 clusters Score -3000119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -3000116.750000 Penalty: 3586.234131
	Iteration 47Q: 3 clusters Score -3000117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -3000116.750000 Penalty: 3586.234131
	Iteration 48F: 3 clusters Score -3000117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Entering Unmasked Estep 
Score: -461466.468750 Penalty: 1478.144775
	Iteration 0F: 2 clusters Score -461466.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -454973.781250 Penalty: 2956.289551
	Iteration 0F: 3 clusters Score -454973.8 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -457047.156250 Penalty: 2956.289551
	Iteration 1F: 3 clusters Score -457047.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -457306.468750 Penalty: 2956.289551
	Iteration 2F: 3 clusters Score -457306.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -457514.812500 Penalty: 2956.289551
	Iteration 3F: 3 clusters Score -457514.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -457672.593750 Penalty: 2956.289551
	Iteration 4Q: 3 clusters Score -457672.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -457828.500000 Penalty: 2956.289551
	Iteration 5Q: 3 clusters Score -457828.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -457979.156250 Penalty: 2956.289551
	Iteration 6Q: 3 clusters Score -457979.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -458128.718750 Penalty: 2956.289551
	Iteration 7Q: 3 clusters Score -458128.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -458294.562500 Penalty: 2956.289551
	Iteration 8Q: 3 clusters Score -458294.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -458495.187500 Penalty: 2956.289551
	Iteration 9Q: 3 clusters Score -458495.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -458731.406250 Penalty: 2956.289551
	Iteration 10Q: 3 clusters Score -458731.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -458967.406250 Penalty: 2956.289551
	Iteration 11Q: 3 clusters Score -458967.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -459168.468750 Penalty: 2956.289551
	Iteration 12Q: 3 clusters Score -459168.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -459359.187500 Penalty: 2956.289551
	Iteration 13Q: 3 clusters Score -459359.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -459528.531250 Penalty: 2956.289551
	Iteration 14Q: 3 clusters Score -459528.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -459656.656250 Penalty: 2956.289551
	Iteration 15Q: 3 clusters Score -459656.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -459768.218750 Penalty: 2956.289551
	Iteration 16Q: 3 clusters Score -459768.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -459870.843750 Penalty: 2956.289551
	Iteration 17Q: 3 clusters Score -459870.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -459939.468750 Penalty: 2956.289551
	Iteration 18Q: 3 clusters Score -459939.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -459987.843750 Penalty: 2956.289551
	Iteration 19Q: 3 clusters Score -459987.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -460017.750000 Penalty: 2956.289551
	Iteration 20F: 3 clusters Score -460017.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -460044.718750 Penalty: 2956.289551
	Iteration 21Q: 3 clusters Score -460044.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -460062.187500 Penalty: 2956.289551
	Iteration 22Q: 3 clusters Score -460062.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -460079.625000 Penalty: 2956.289551
	Iteration 23Q: 3 clusters Score -460079.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -460093.281250 Penalty: 2956.289551
	Iteration 24Q: 3 clusters Score -460093.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -460104.406250 Penalty: 2956.289551
	Iteration 25Q: 3 clusters Score -460104.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -460111.093750 Penalty: 2956.289551
	Iteration 26Q: 3 clusters Score -460111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -460116.625000 Penalty: 2956.289551
	Iteration 27Q: 3 clusters Score -460116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -460119.500000 Penalty: 2956.289551
	Iteration 28Q: 3 clusters Score -460119.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -460124.906250 Penalty: 2956.289551
	Iteration 29Q: 3 clusters Score -460124.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -460127.531250 Penalty: 2956.289551
	Iteration 30Q: 3 clusters Score -460127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -460129.718750 Penalty: 2956.289551
	Iteration 31Q: 3 clusters Score -460129.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -460132.000000 Penalty: 2956.289551
	Iteration 32Q: 3 clusters Score -460132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -460133.156250 Penalty: 2956.289551
	Iteration 33Q: 3 clusters Score -460133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -460134.531250 Penalty: 2956.289551
	Iteration 34Q: 3 clusters Score -460134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -460135.468750 Penalty: 2956.289551
	Iteration 35Q: 3 clusters Score -460135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -460135.875000 Penalty: 2956.289551
	Iteration 36Q: 3 clusters Score -460135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -460136.187500 Penalty: 2956.289551
	Iteration 37Q: 3 clusters Score -460136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -460136.593750 Penalty: 2956.289551
	Iteration 38Q: 3 clusters Score -460136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -460137.406250 Penalty: 2956.289551
	Iteration 39Q: 3 clusters Score -460137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -460137.062500 Penalty: 2956.289551
	Iteration 40F: 3 clusters Score -460137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -460137.593750 Penalty: 2956.289551
	Iteration 41Q: 3 clusters Score -460137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -460137.593750 Penalty: 2956.289551
	Iteration 42F: 3 clusters Score -460137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Entering Unmasked Estep 
Score: -407792.218750 Penalty: 1467.708252
	Iteration 0F: 2 clusters Score -407792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -401719.281250 Penalty: 2935.416504
	Iteration 0F: 3 clusters Score -401719.3 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -403544.562500 Penalty: 2935.416504
	Iteration 1F: 3 clusters Score -403544.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -403757.031250 Penalty: 2935.416504
	Iteration 2F: 3 clusters Score -403757 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -403916.406250 Penalty: 2935.416504
	Iteration 3Q: 3 clusters Score -403916.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -404059.625000 Penalty: 2935.416504
	Iteration 4Q: 3 clusters Score -404059.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -404176.156250 Penalty: 2935.416504
	Iteration 5Q: 3 clusters Score -404176.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -404284.312500 Penalty: 2935.416504
	Iteration 6Q: 3 clusters Score -404284.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -404406.968750 Penalty: 2935.416504
	Iteration 7Q: 3 clusters Score -404407 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -404574.437500 Penalty: 2935.416504
	Iteration 8Q: 3 clusters Score -404574.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -404788.531250 Penalty: 2935.416504
	Iteration 9Q: 3 clusters Score -404788.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -405060.312500 Penalty: 2935.416504
	Iteration 10Q: 3 clusters Score -405060.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -405377.718750 Penalty: 2935.416504
	Iteration 11Q: 3 clusters Score -405377.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -405662.656250 Penalty: 2935.416504
	Iteration 12Q: 3 clusters Score -405662.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -405861.312500 Penalty: 2935.416504
	Iteration 13Q: 3 clusters Score -405861.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -406006.437500 Penalty: 2935.416504
	Iteration 14Q: 3 clusters Score -406006.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -406088.531250 Penalty: 2935.416504
	Iteration 15Q: 3 clusters Score -406088.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -406154.312500 Penalty: 2935.416504
	Iteration 16Q: 3 clusters Score -406154.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -406204.875000 Penalty: 2935.416504
	Iteration 17Q: 3 clusters Score -406204.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -406255.562500 Penalty: 2935.416504
	Iteration 18Q: 3 clusters Score -406255.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -406298.875000 Penalty: 2935.416504
	Iteration 19Q: 3 clusters Score -406298.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -406328.781250 Penalty: 2935.416504
	Iteration 20F: 3 clusters Score -406328.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -406361.125000 Penalty: 2935.416504
	Iteration 21Q: 3 clusters Score -406361.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -406387.968750 Penalty: 2935.416504
	Iteration 22Q: 3 clusters Score -406388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -406404.687500 Penalty: 2935.416504
	Iteration 23Q: 3 clusters Score -406404.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -406417.093750 Penalty: 2935.416504
	Iteration 24Q: 3 clusters Score -406417.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -406427.281250 Penalty: 2935.416504
	Iteration 25Q: 3 clusters Score -406427.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -406443.187500 Penalty: 2935.416504
	Iteration 26Q: 3 clusters Score -406443.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -406457.906250 Penalty: 2935.416504
	Iteration 27Q: 3 clusters Score -406457.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -406466.750000 Penalty: 2935.416504
	Iteration 28Q: 3 clusters Score -406466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -406474.906250 Penalty: 2935.416504
	Iteration 29Q: 3 clusters Score -406474.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -406480.812500 Penalty: 2935.416504
	Iteration 30Q: 3 clusters Score -406480.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -406486.781250 Penalty: 2935.416504
	Iteration 31Q: 3 clusters Score -406486.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -406495.000000 Penalty: 2935.416504
	Iteration 32Q: 3 clusters Score -406495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -406498.437500 Penalty: 2935.416504
	Iteration 33Q: 3 clusters Score -406498.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -406505.312500 Penalty: 2935.416504
	Iteration 34Q: 3 clusters Score -406505.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -406514.750000 Penalty: 2935.416504
	Iteration 35Q: 3 clusters Score -406514.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -406521.375000 Penalty: 2935.416504
	Iteration 36Q: 3 clusters Score -406521.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -406529.718750 Penalty: 2935.416504
	Iteration 37Q: 3 clusters Score -406529.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -406538.250000 Penalty: 2935.416504
	Iteration 38Q: 3 clusters Score -406538.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -406546.250000 Penalty: 2935.416504
	Iteration 39Q: 3 clusters Score -406546.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -406557.437500 Penalty: 2935.416504
	Iteration 40F: 3 clusters Score -406557.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -406564.062500 Penalty: 2935.416504
	Iteration 41Q: 3 clusters Score -406564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -406567.531250 Penalty: 2935.416504
	Iteration 42Q: 3 clusters Score -406567.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -406573.625000 Penalty: 2935.416504
	Iteration 43Q: 3 clusters Score -406573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -406576.656250 Penalty: 2935.416504
	Iteration 44Q: 3 clusters Score -406576.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -406579.718750 Penalty: 2935.416504
	Iteration 45Q: 3 clusters Score -406579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -406581.218750 Penalty: 2935.416504
	Iteration 46Q: 3 clusters Score -406581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -406582.812500 Penalty: 2935.416504
	Iteration 47Q: 3 clusters Score -406582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -406585.156250 Penalty: 2935.416504
	Iteration 48Q: 3 clusters Score -406585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -406586.406250 Penalty: 2935.416504
	Iteration 49Q: 3 clusters Score -406586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -406588.062500 Penalty: 2935.416504
	Iteration 50Q: 3 clusters Score -406588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -406587.750000 Penalty: 2935.416504
	Iteration 51Q: 3 clusters Score -406587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -406588.687500 Penalty: 2935.416504
	Iteration 52Q: 3 clusters Score -406588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -406589.156250 Penalty: 2935.416504
	Iteration 53Q: 3 clusters Score -406589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -406590.093750 Penalty: 2935.416504
	Iteration 54Q: 3 clusters Score -406590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -406591.312500 Penalty: 2935.416504
	Iteration 55Q: 3 clusters Score -406591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -406592.156250 Penalty: 2935.416504
	Iteration 56Q: 3 clusters Score -406592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -406594.937500 Penalty: 2935.416504
	Iteration 57Q: 3 clusters Score -406594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -406598.187500 Penalty: 2935.416504
	Iteration 58Q: 3 clusters Score -406598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -406602.187500 Penalty: 2935.416504
	Iteration 59Q: 3 clusters Score -406602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -406603.031250 Penalty: 2935.416504
	Iteration 60F: 3 clusters Score -406603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -406604.531250 Penalty: 2935.416504
	Iteration 61Q: 3 clusters Score -406604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -406606.031250 Penalty: 2935.416504
	Iteration 62Q: 3 clusters Score -406606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -406607.500000 Penalty: 2935.416504
	Iteration 63Q: 3 clusters Score -406607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -406609.687500 Penalty: 2935.416504
	Iteration 64Q: 3 clusters Score -406609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -406610.781250 Penalty: 2935.416504
	Iteration 65Q: 3 clusters Score -406610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -406613.125000 Penalty: 2935.416504
	Iteration 66Q: 3 clusters Score -406613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -406616.812500 Penalty: 2935.416504
	Iteration 67Q: 3 clusters Score -406616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -406620.406250 Penalty: 2935.416504
	Iteration 68Q: 3 clusters Score -406620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -406623.656250 Penalty: 2935.416504
	Iteration 69Q: 3 clusters Score -406623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -406623.937500 Penalty: 2935.416504
	Iteration 70Q: 3 clusters Score -406623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -406626.718750 Penalty: 2935.416504
	Iteration 71Q: 3 clusters Score -406626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -406629.562500 Penalty: 2935.416504
	Iteration 72Q: 3 clusters Score -406629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -406631.656250 Penalty: 2935.416504
	Iteration 73Q: 3 clusters Score -406631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -406632.937500 Penalty: 2935.416504
	Iteration 74Q: 3 clusters Score -406632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -406634.968750 Penalty: 2935.416504
	Iteration 75Q: 3 clusters Score -406635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -406637.656250 Penalty: 2935.416504
	Iteration 76Q: 3 clusters Score -406637.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -406638.406250 Penalty: 2935.416504
	Iteration 77Q: 3 clusters Score -406638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -406639.562500 Penalty: 2935.416504
	Iteration 78Q: 3 clusters Score -406639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -406639.437500 Penalty: 2935.416504
	Iteration 79Q: 3 clusters Score -406639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -406640.281250 Penalty: 2935.416504
	Iteration 80F: 3 clusters Score -406640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (567114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567114 members 
Entering Unmasked Estep 
Score: -26843642.000000 Penalty: 2152.851318
	Iteration 0F: 2 clusters Score -2.684364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282944 members 
Mstep: Class 2 contains 284170 members 
Entering Unmasked Estep 
Score: -26459850.000000 Penalty: 4305.702637
	Iteration 0F: 3 clusters Score -2.645985e+07 nChanged 277926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258686 members 
Mstep: Class 2 contains 308428 members 
Entering Unmasked Estep 
Score: -26632452.000000 Penalty: 4305.702637
	Iteration 1F: 3 clusters Score -2.663245e+07 nChanged 20428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243564 members 
Mstep: Class 2 contains 323550 members 
Entering Unmasked Estep 
Score: -26638860.000000 Penalty: 4305.702637
	Iteration 2Q: 3 clusters Score -2.663886e+07 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220845 members 
Mstep: Class 2 contains 346269 members 
Entering Unmasked Estep 
Score: -26650552.000000 Penalty: 4305.702637
	Iteration 3Q: 3 clusters Score -2.665055e+07 nChanged 34861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 378848 members 
Entering Unmasked Estep 
Score: -26671216.000000 Penalty: 4305.702637
	Iteration 4F: 3 clusters Score -2.667122e+07 nChanged 43708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 421242 members 
Entering Unmasked Estep 
Score: -26705350.000000 Penalty: 4305.702637
	Iteration 5F: 3 clusters Score -2.670535e+07 nChanged 47578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 468232 members 
Entering Unmasked Estep 
Score: -26748492.000000 Penalty: 4305.702637
	Iteration 6F: 3 clusters Score -2.674849e+07 nChanged 41949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 510015 members 
Entering Unmasked Estep 
Score: -26789036.000000 Penalty: 4305.702637
	Iteration 7F: 3 clusters Score -2.678904e+07 nChanged 28992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 538991 members 
Entering Unmasked Estep 
Score: -26817024.000000 Penalty: 4305.702637
	Iteration 8F: 3 clusters Score -2.681702e+07 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 555022 members 
Entering Unmasked Estep 
Score: -26831746.000000 Penalty: 4305.702637
	Iteration 9Q: 3 clusters Score -2.683175e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 562437 members 
Entering Unmasked Estep 
Score: -26838210.000000 Penalty: 4305.702637
	Iteration 10Q: 3 clusters Score -2.683821e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 565400 members 
Entering Unmasked Estep 
Score: -26840692.000000 Penalty: 4305.702637
	Iteration 11Q: 3 clusters Score -2.684069e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 566347 members 
Entering Unmasked Estep 
Score: -26841532.000000 Penalty: 4305.702637
	Iteration 12Q: 3 clusters Score -2.684153e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 566626 members 
Entering Unmasked Estep 
Score: -26841766.000000 Penalty: 4305.702637
	Iteration 13Q: 3 clusters Score -2.684177e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 566730 members 
Entering Unmasked Estep 
Score: -26841864.000000 Penalty: 4305.702637
	Iteration 14Q: 3 clusters Score -2.684186e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 566769 members 
Entering Unmasked Estep 
Score: -26841932.000000 Penalty: 4305.702637
	Iteration 15Q: 3 clusters Score -2.684193e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 566795 members 
Entering Unmasked Estep 
Score: -26841952.000000 Penalty: 4305.702637
	Iteration 16Q: 3 clusters Score -2.684195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 566800 members 
Entering Unmasked Estep 
Score: -26841954.000000 Penalty: 4305.702637
	Iteration 17Q: 3 clusters Score -2.684195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 566813 members 
Entering Unmasked Estep 
Score: -26841942.000000 Penalty: 4305.702637
	Iteration 18Q: 3 clusters Score -2.684194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 566815 members 
Entering Unmasked Estep 
Score: -26841982.000000 Penalty: 4305.702637
	Iteration 19Q: 3 clusters Score -2.684198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 566820 members 
Entering Unmasked Estep 
Score: -26841982.000000 Penalty: 4305.702637
	Iteration 20F: 3 clusters Score -2.684198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 566820 members 
Entering Unmasked Estep 
Score: -26841978.000000 Penalty: 4305.702637
	Iteration 21Q: 3 clusters Score -2.684198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 566821 members 
Entering Unmasked Estep 
Score: -26841972.000000 Penalty: 4305.702637
	Iteration 22Q: 3 clusters Score -2.684197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 566822 members 
Entering Unmasked Estep 
Score: -26841992.000000 Penalty: 4305.702637
	Iteration 23Q: 3 clusters Score -2.684199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 566823 members 
Entering Unmasked Estep 
Score: -26841992.000000 Penalty: 4305.702637
	Iteration 24Q: 3 clusters Score -2.684199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 566823 members 
Entering Unmasked Estep 
Score: -26841992.000000 Penalty: 4305.702637
	Iteration 25F: 3 clusters Score -2.684199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Entering Unmasked Estep 
Score: -195638.000000 Penalty: 1348.956909
	Iteration 0F: 2 clusters Score -195638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -192292.046875 Penalty: 2697.913818
	Iteration 0F: 3 clusters Score -192292 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -193142.781250 Penalty: 2697.913818
	Iteration 1F: 3 clusters Score -193142.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -193289.546875 Penalty: 2697.913818
	Iteration 2F: 3 clusters Score -193289.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -193397.859375 Penalty: 2697.913818
	Iteration 3Q: 3 clusters Score -193397.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -193491.234375 Penalty: 2697.913818
	Iteration 4Q: 3 clusters Score -193491.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -193574.265625 Penalty: 2697.913818
	Iteration 5Q: 3 clusters Score -193574.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -193658.625000 Penalty: 2697.913818
	Iteration 6Q: 3 clusters Score -193658.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -193756.734375 Penalty: 2697.913818
	Iteration 7Q: 3 clusters Score -193756.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -193835.640625 Penalty: 2697.913818
	Iteration 8Q: 3 clusters Score -193835.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -193925.484375 Penalty: 2697.913818
	Iteration 9Q: 3 clusters Score -193925.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -194025.156250 Penalty: 2697.913818
	Iteration 10Q: 3 clusters Score -194025.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -194112.750000 Penalty: 2697.913818
	Iteration 11Q: 3 clusters Score -194112.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -194184.984375 Penalty: 2697.913818
	Iteration 12Q: 3 clusters Score -194185 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -194254.140625 Penalty: 2697.913818
	Iteration 13Q: 3 clusters Score -194254.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -194318.875000 Penalty: 2697.913818
	Iteration 14Q: 3 clusters Score -194318.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -194379.265625 Penalty: 2697.913818
	Iteration 15Q: 3 clusters Score -194379.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -194435.859375 Penalty: 2697.913818
	Iteration 16Q: 3 clusters Score -194435.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -194475.578125 Penalty: 2697.913818
	Iteration 17Q: 3 clusters Score -194475.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -194509.125000 Penalty: 2697.913818
	Iteration 18Q: 3 clusters Score -194509.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -194539.703125 Penalty: 2697.913818
	Iteration 19Q: 3 clusters Score -194539.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -194561.984375 Penalty: 2697.913818
	Iteration 20F: 3 clusters Score -194562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -194574.859375 Penalty: 2697.913818
	Iteration 21Q: 3 clusters Score -194574.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -194582.937500 Penalty: 2697.913818
	Iteration 22Q: 3 clusters Score -194582.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -194589.062500 Penalty: 2697.913818
	Iteration 23Q: 3 clusters Score -194589.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -194591.796875 Penalty: 2697.913818
	Iteration 24Q: 3 clusters Score -194591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -194594.406250 Penalty: 2697.913818
	Iteration 25Q: 3 clusters Score -194594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -194596.359375 Penalty: 2697.913818
	Iteration 26Q: 3 clusters Score -194596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -194597.296875 Penalty: 2697.913818
	Iteration 27Q: 3 clusters Score -194597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -194598.765625 Penalty: 2697.913818
	Iteration 28Q: 3 clusters Score -194598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -194599.328125 Penalty: 2697.913818
	Iteration 29Q: 3 clusters Score -194599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -194599.593750 Penalty: 2697.913818
	Iteration 30Q: 3 clusters Score -194599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -194600.734375 Penalty: 2697.913818
	Iteration 31Q: 3 clusters Score -194600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -194601.265625 Penalty: 2697.913818
	Iteration 32Q: 3 clusters Score -194601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -194601.265625 Penalty: 2697.913818
	Iteration 33F: 3 clusters Score -194601.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -182224.203125 Penalty: 1337.555298
	Iteration 0F: 2 clusters Score -182224.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -179024.078125 Penalty: 2675.110596
	Iteration 0F: 3 clusters Score -179024.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -179807.640625 Penalty: 2675.110596
	Iteration 1F: 3 clusters Score -179807.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -179960.406250 Penalty: 2675.110596
	Iteration 2F: 3 clusters Score -179960.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -180057.265625 Penalty: 2675.110596
	Iteration 3F: 3 clusters Score -180057.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -180125.781250 Penalty: 2675.110596
	Iteration 4Q: 3 clusters Score -180125.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -180185.140625 Penalty: 2675.110596
	Iteration 5Q: 3 clusters Score -180185.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -180243.046875 Penalty: 2675.110596
	Iteration 6Q: 3 clusters Score -180243 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -180303.812500 Penalty: 2675.110596
	Iteration 7Q: 3 clusters Score -180303.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -180372.703125 Penalty: 2675.110596
	Iteration 8Q: 3 clusters Score -180372.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -180423.750000 Penalty: 2675.110596
	Iteration 9Q: 3 clusters Score -180423.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -180483.875000 Penalty: 2675.110596
	Iteration 10Q: 3 clusters Score -180483.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -180563.218750 Penalty: 2675.110596
	Iteration 11Q: 3 clusters Score -180563.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -180648.687500 Penalty: 2675.110596
	Iteration 12Q: 3 clusters Score -180648.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -180720.312500 Penalty: 2675.110596
	Iteration 13Q: 3 clusters Score -180720.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -180782.218750 Penalty: 2675.110596
	Iteration 14Q: 3 clusters Score -180782.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -180833.218750 Penalty: 2675.110596
	Iteration 15Q: 3 clusters Score -180833.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180866.656250 Penalty: 2675.110596
	Iteration 16Q: 3 clusters Score -180866.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180912.015625 Penalty: 2675.110596
	Iteration 17Q: 3 clusters Score -180912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -180951.656250 Penalty: 2675.110596
	Iteration 18Q: 3 clusters Score -180951.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -180990.468750 Penalty: 2675.110596
	Iteration 19Q: 3 clusters Score -180990.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181024.250000 Penalty: 2675.110596
	Iteration 20F: 3 clusters Score -181024.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181065.359375 Penalty: 2675.110596
	Iteration 21Q: 3 clusters Score -181065.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181108.296875 Penalty: 2675.110596
	Iteration 22Q: 3 clusters Score -181108.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181129.453125 Penalty: 2675.110596
	Iteration 23Q: 3 clusters Score -181129.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -181138.578125 Penalty: 2675.110596
	Iteration 24Q: 3 clusters Score -181138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -181145.468750 Penalty: 2675.110596
	Iteration 25Q: 3 clusters Score -181145.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -181149.078125 Penalty: 2675.110596
	Iteration 26Q: 3 clusters Score -181149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -181153.734375 Penalty: 2675.110596
	Iteration 27Q: 3 clusters Score -181153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -181157.390625 Penalty: 2675.110596
	Iteration 28Q: 3 clusters Score -181157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181159.859375 Penalty: 2675.110596
	Iteration 29Q: 3 clusters Score -181159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181159.859375 Penalty: 2675.110596
	Iteration 30F: 3 clusters Score -181159.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Entering Unmasked Estep 
Score: -624007.875000 Penalty: 1530.913452
	Iteration 0F: 2 clusters Score -624007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -615303.625000 Penalty: 3061.826904
	Iteration 0F: 3 clusters Score -615303.6 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -618206.875000 Penalty: 3061.826904
	Iteration 1F: 3 clusters Score -618206.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -618462.312500 Penalty: 3061.826904
	Iteration 2F: 3 clusters Score -618462.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -618637.875000 Penalty: 3061.826904
	Iteration 3Q: 3 clusters Score -618637.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -618798.687500 Penalty: 3061.826904
	Iteration 4Q: 3 clusters Score -618798.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -618967.812500 Penalty: 3061.826904
	Iteration 5Q: 3 clusters Score -618967.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -619178.875000 Penalty: 3061.826904
	Iteration 6Q: 3 clusters Score -619178.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -619456.562500 Penalty: 3061.826904
	Iteration 7Q: 3 clusters Score -619456.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -619807.937500 Penalty: 3061.826904
	Iteration 8Q: 3 clusters Score -619807.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -620263.250000 Penalty: 3061.826904
	Iteration 9F: 3 clusters Score -620263.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -620819.500000 Penalty: 3061.826904
	Iteration 10F: 3 clusters Score -620819.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -621403.187500 Penalty: 3061.826904
	Iteration 11F: 3 clusters Score -621403.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -621882.437500 Penalty: 3061.826904
	Iteration 12Q: 3 clusters Score -621882.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -622229.500000 Penalty: 3061.826904
	Iteration 13Q: 3 clusters Score -622229.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -622451.750000 Penalty: 3061.826904
	Iteration 14Q: 3 clusters Score -622451.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -622571.812500 Penalty: 3061.826904
	Iteration 15Q: 3 clusters Score -622571.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -622638.375000 Penalty: 3061.826904
	Iteration 16Q: 3 clusters Score -622638.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -622674.500000 Penalty: 3061.826904
	Iteration 17Q: 3 clusters Score -622674.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -622698.312500 Penalty: 3061.826904
	Iteration 18Q: 3 clusters Score -622698.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -622711.250000 Penalty: 3061.826904
	Iteration 19Q: 3 clusters Score -622711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -622720.625000 Penalty: 3061.826904
	Iteration 20F: 3 clusters Score -622720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -622724.500000 Penalty: 3061.826904
	Iteration 21Q: 3 clusters Score -622724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -622729.062500 Penalty: 3061.826904
	Iteration 22Q: 3 clusters Score -622729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -622729.062500 Penalty: 3061.826904
	Iteration 23F: 3 clusters Score -622729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -220358.109375 Penalty: 1385.112793
	Iteration 0F: 2 clusters Score -220358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -216327.515625 Penalty: 2770.225586
	Iteration 0F: 3 clusters Score -216327.5 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -217380.437500 Penalty: 2770.225586
	Iteration 1F: 3 clusters Score -217380.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -217577.015625 Penalty: 2770.225586
	Iteration 2F: 3 clusters Score -217577 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -217705.765625 Penalty: 2770.225586
	Iteration 3F: 3 clusters Score -217705.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -217823.656250 Penalty: 2770.225586
	Iteration 4Q: 3 clusters Score -217823.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -217941.421875 Penalty: 2770.225586
	Iteration 5Q: 3 clusters Score -217941.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -218047.828125 Penalty: 2770.225586
	Iteration 6Q: 3 clusters Score -218047.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -218140.031250 Penalty: 2770.225586
	Iteration 7Q: 3 clusters Score -218140 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -218233.218750 Penalty: 2770.225586
	Iteration 8Q: 3 clusters Score -218233.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -218317.828125 Penalty: 2770.225586
	Iteration 9Q: 3 clusters Score -218317.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -218404.203125 Penalty: 2770.225586
	Iteration 10Q: 3 clusters Score -218404.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -218477.953125 Penalty: 2770.225586
	Iteration 11Q: 3 clusters Score -218478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -218540.406250 Penalty: 2770.225586
	Iteration 12Q: 3 clusters Score -218540.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -218590.375000 Penalty: 2770.225586
	Iteration 13Q: 3 clusters Score -218590.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -218632.437500 Penalty: 2770.225586
	Iteration 14Q: 3 clusters Score -218632.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -218673.796875 Penalty: 2770.225586
	Iteration 15Q: 3 clusters Score -218673.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -218715.781250 Penalty: 2770.225586
	Iteration 16Q: 3 clusters Score -218715.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -218744.750000 Penalty: 2770.225586
	Iteration 17Q: 3 clusters Score -218744.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -218771.000000 Penalty: 2770.225586
	Iteration 18Q: 3 clusters Score -218771 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -218804.140625 Penalty: 2770.225586
	Iteration 19Q: 3 clusters Score -218804.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -218835.343750 Penalty: 2770.225586
	Iteration 20F: 3 clusters Score -218835.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -218864.453125 Penalty: 2770.225586
	Iteration 21Q: 3 clusters Score -218864.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -218893.671875 Penalty: 2770.225586
	Iteration 22Q: 3 clusters Score -218893.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -218923.593750 Penalty: 2770.225586
	Iteration 23Q: 3 clusters Score -218923.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218948.046875 Penalty: 2770.225586
	Iteration 24Q: 3 clusters Score -218948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -218970.109375 Penalty: 2770.225586
	Iteration 25Q: 3 clusters Score -218970.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -218994.968750 Penalty: 2770.225586
	Iteration 26Q: 3 clusters Score -218995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -219019.718750 Penalty: 2770.225586
	Iteration 27Q: 3 clusters Score -219019.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -219044.015625 Penalty: 2770.225586
	Iteration 28Q: 3 clusters Score -219044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -219059.625000 Penalty: 2770.225586
	Iteration 29Q: 3 clusters Score -219059.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -219083.000000 Penalty: 2770.225586
	Iteration 30Q: 3 clusters Score -219083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -219107.921875 Penalty: 2770.225586
	Iteration 31Q: 3 clusters Score -219107.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219133.390625 Penalty: 2770.225586
	Iteration 32Q: 3 clusters Score -219133.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219154.421875 Penalty: 2770.225586
	Iteration 33Q: 3 clusters Score -219154.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219176.593750 Penalty: 2770.225586
	Iteration 34Q: 3 clusters Score -219176.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219203.531250 Penalty: 2770.225586
	Iteration 35Q: 3 clusters Score -219203.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -219231.890625 Penalty: 2770.225586
	Iteration 36Q: 3 clusters Score -219231.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -219268.484375 Penalty: 2770.225586
	Iteration 37Q: 3 clusters Score -219268.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -219312.968750 Penalty: 2770.225586
	Iteration 38Q: 3 clusters Score -219313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -219342.687500 Penalty: 2770.225586
	Iteration 39Q: 3 clusters Score -219342.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -219364.390625 Penalty: 2770.225586
	Iteration 40F: 3 clusters Score -219364.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -219383.187500 Penalty: 2770.225586
	Iteration 41Q: 3 clusters Score -219383.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -219397.687500 Penalty: 2770.225586
	Iteration 42Q: 3 clusters Score -219397.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -219412.281250 Penalty: 2770.225586
	Iteration 43Q: 3 clusters Score -219412.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -219426.640625 Penalty: 2770.225586
	Iteration 44Q: 3 clusters Score -219426.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -219432.781250 Penalty: 2770.225586
	Iteration 45Q: 3 clusters Score -219432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -219437.281250 Penalty: 2770.225586
	Iteration 46Q: 3 clusters Score -219437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -219440.015625 Penalty: 2770.225586
	Iteration 47Q: 3 clusters Score -219440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -219441.250000 Penalty: 2770.225586
	Iteration 48Q: 3 clusters Score -219441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -219444.265625 Penalty: 2770.225586
	Iteration 49Q: 3 clusters Score -219444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -219445.296875 Penalty: 2770.225586
	Iteration 50Q: 3 clusters Score -219445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -219445.296875 Penalty: 2770.225586
	Iteration 51F: 3 clusters Score -219445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 68616 members 
Mstep: Class 6 contains 23739 members 
Mstep: Class 7 contains 5005 members 
Mstep: Class 9 contains 9225 members 
Mstep: Class 11 contains 61980 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 8367 members 
Mstep: Class 15 contains 567114 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 20 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527436.000000 Penalty: 35363.035156
Iteration 79Q: 17 clusters Score -3.752744e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 68404 members 
Mstep: Class 6 contains 23678 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 11 contains 61874 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 15 contains 568150 members 
Mstep: Class 16 contains 3977 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 11849 members 
Mstep: Class 20 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527520.000000 Penalty: 35363.035156
Iteration 80F: 17 clusters Score -3.752752e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 9980 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 68220 members 
Mstep: Class 6 contains 23617 members 
Mstep: Class 7 contains 4995 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 11 contains 61759 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 15 contains 569130 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 20 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527728.000000 Penalty: 35363.035156
Iteration 81Q: 17 clusters Score -3.752773e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14153 members 
Mstep: Class 3 contains 10018 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 68028 members 
Mstep: Class 6 contains 23560 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 9 contains 9222 members 
Mstep: Class 11 contains 61644 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 8295 members 
Mstep: Class 15 contains 570034 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 10902 members 
Mstep: Class 20 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527812.000000 Penalty: 35363.035156
Iteration 82Q: 17 clusters Score -3.752781e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 10042 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 67830 members 
Mstep: Class 6 contains 23514 members 
Mstep: Class 7 contains 4981 members 
Mstep: Class 9 contains 9229 members 
Mstep: Class 11 contains 61532 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 8273 members 
Mstep: Class 15 contains 570922 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 10464 members 
Mstep: Class 20 contains 4971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528016.000000 Penalty: 35363.035156
Iteration 83Q: 17 clusters Score -3.752802e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 23468 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 11 contains 61441 members 
Mstep: Class 12 contains 8663 members 
Mstep: Class 13 contains 8246 members 
Mstep: Class 15 contains 571750 members 
Mstep: Class 16 contains 3815 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 20 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528016.000000 Penalty: 35363.035156
Iteration 84Q: 17 clusters Score -3.752802e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 10120 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 67513 members 
Mstep: Class 6 contains 23428 members 
Mstep: Class 7 contains 4964 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 11 contains 61341 members 
Mstep: Class 12 contains 8624 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 15 contains 572535 members 
Mstep: Class 16 contains 3777 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 20 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528072.000000 Penalty: 35363.035156
Iteration 85Q: 17 clusters Score -3.752807e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14106 members 
Mstep: Class 3 contains 10153 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 67387 members 
Mstep: Class 6 contains 23385 members 
Mstep: Class 7 contains 4960 members 
Mstep: Class 9 contains 9242 members 
Mstep: Class 11 contains 61238 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 8191 members 
Mstep: Class 15 contains 573260 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 20 contains 4945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528236.000000 Penalty: 35363.035156
Iteration 86Q: 17 clusters Score -3.752824e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 10176 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 67275 members 
Mstep: Class 6 contains 23343 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 9 contains 9254 members 
Mstep: Class 11 contains 61158 members 
Mstep: Class 12 contains 8510 members 
Mstep: Class 13 contains 8170 members 
Mstep: Class 15 contains 573939 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 8931 members 
Mstep: Class 20 contains 4942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528264.000000 Penalty: 35363.035156
Iteration 87Q: 17 clusters Score -3.752826e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14081 members 
Mstep: Class 3 contains 10193 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 67179 members 
Mstep: Class 6 contains 23305 members 
Mstep: Class 7 contains 4949 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 11 contains 61071 members 
Mstep: Class 12 contains 8453 members 
Mstep: Class 13 contains 8148 members 
Mstep: Class 15 contains 574573 members 
Mstep: Class 16 contains 3680 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 8621 members 
Mstep: Class 20 contains 4938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528336.000000 Penalty: 35363.035156
Iteration 88Q: 17 clusters Score -3.752834e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14067 members 
Mstep: Class 3 contains 10211 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 67086 members 
Mstep: Class 6 contains 23281 members 
Mstep: Class 7 contains 4941 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 11 contains 60979 members 
Mstep: Class 12 contains 8393 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 15 contains 575191 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 8329 members 
Mstep: Class 20 contains 4935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528376.000000 Penalty: 35363.035156
Iteration 89Q: 17 clusters Score -3.752838e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 66999 members 
Mstep: Class 6 contains 23253 members 
Mstep: Class 7 contains 4935 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 11 contains 60886 members 
Mstep: Class 12 contains 8346 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 15 contains 575749 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8052 members 
Mstep: Class 20 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528340.000000 Penalty: 35363.035156
Iteration 90Q: 17 clusters Score -3.752834e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14056 members 
Mstep: Class 3 contains 10251 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 66930 members 
Mstep: Class 6 contains 23225 members 
Mstep: Class 7 contains 4925 members 
Mstep: Class 9 contains 9269 members 
Mstep: Class 11 contains 60800 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 15 contains 576241 members 
Mstep: Class 16 contains 3600 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 20 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528296.000000 Penalty: 35363.035156
Iteration 91Q: 17 clusters Score -3.75283e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66865 members 
Mstep: Class 6 contains 23199 members 
Mstep: Class 7 contains 4922 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 11 contains 60711 members 
Mstep: Class 12 contains 8238 members 
Mstep: Class 13 contains 8083 members 
Mstep: Class 15 contains 576716 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 20 contains 4935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528500.000000 Penalty: 35363.035156
Iteration 92Q: 17 clusters Score -3.75285e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 10300 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66811 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 11 contains 60644 members 
Mstep: Class 12 contains 8186 members 
Mstep: Class 13 contains 8071 members 
Mstep: Class 15 contains 577182 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 20 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528492.000000 Penalty: 35363.035156
Iteration 93Q: 17 clusters Score -3.752849e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14024 members 
Mstep: Class 3 contains 10322 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 66753 members 
Mstep: Class 6 contains 23138 members 
Mstep: Class 7 contains 4918 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 11 contains 60598 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 15 contains 577592 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 7177 members 
Mstep: Class 20 contains 4938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528544.000000 Penalty: 35363.035156
Iteration 94Q: 17 clusters Score -3.752854e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 10344 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 66704 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 4913 members 
Mstep: Class 9 contains 9293 members 
Mstep: Class 11 contains 60533 members 
Mstep: Class 12 contains 8073 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 15 contains 577993 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 20 contains 4941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528644.000000 Penalty: 35363.035156
Iteration 95Q: 17 clusters Score -3.752864e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 10368 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 66664 members 
Mstep: Class 6 contains 23092 members 
Mstep: Class 7 contains 4913 members 
Mstep: Class 9 contains 9307 members 
Mstep: Class 11 contains 60477 members 
Mstep: Class 12 contains 8033 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 15 contains 578350 members 
Mstep: Class 16 contains 3433 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 20 contains 4941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528792.000000 Penalty: 35363.035156
Iteration 96Q: 17 clusters Score -3.752879e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 10387 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 66627 members 
Mstep: Class 6 contains 23075 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 9 contains 9319 members 
Mstep: Class 11 contains 60421 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 15 contains 578686 members 
Mstep: Class 16 contains 3404 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 6638 members 
Mstep: Class 20 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528732.000000 Penalty: 35363.035156
Iteration 97Q: 17 clusters Score -3.752873e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13992 members 
Mstep: Class 3 contains 10399 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66588 members 
Mstep: Class 6 contains 23052 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 11 contains 60384 members 
Mstep: Class 12 contains 7952 members 
Mstep: Class 13 contains 8029 members 
Mstep: Class 15 contains 578990 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 6500 members 
Mstep: Class 20 contains 4938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528788.000000 Penalty: 35363.035156
Iteration 98Q: 17 clusters Score -3.752879e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13978 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 66563 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 11 contains 60353 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 8024 members 
Mstep: Class 15 contains 579253 members 
Mstep: Class 16 contains 3354 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 6353 members 
Mstep: Class 20 contains 4939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528884.000000 Penalty: 35363.035156
Iteration 99Q: 17 clusters Score -3.752888e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 3 contains 10430 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66533 members 
Mstep: Class 6 contains 23026 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 9 contains 9355 members 
Mstep: Class 11 contains 60328 members 
Mstep: Class 12 contains 7912 members 
Mstep: Class 13 contains 8020 members 
Mstep: Class 15 contains 579468 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 6230 members 
Mstep: Class 20 contains 4941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528888.000000 Penalty: 35363.035156
Iteration 100F: 17 clusters Score -3.752889e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13947 members 
Mstep: Class 3 contains 10434 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 66506 members 
Mstep: Class 6 contains 23013 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 9 contains 9365 members 
Mstep: Class 11 contains 60298 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 15 contains 579668 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 6128 members 
Mstep: Class 20 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528924.000000 Penalty: 35363.035156
Iteration 101Q: 17 clusters Score -3.752892e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 10436 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 66482 members 
Mstep: Class 6 contains 22998 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 9 contains 9371 members 
Mstep: Class 11 contains 60267 members 
Mstep: Class 12 contains 7886 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 15 contains 579904 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 5992 members 
Mstep: Class 20 contains 4950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529032.000000 Penalty: 35363.035156
Iteration 102Q: 17 clusters Score -3.752903e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13925 members 
Mstep: Class 3 contains 10442 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66458 members 
Mstep: Class 6 contains 22991 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 9 contains 9374 members 
Mstep: Class 11 contains 60247 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 15 contains 580066 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 5897 members 
Mstep: Class 20 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529032.000000 Penalty: 35363.035156
Iteration 103Q: 17 clusters Score -3.752903e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 10451 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66434 members 
Mstep: Class 6 contains 22987 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 11 contains 60226 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 15 contains 580218 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 20 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529088.000000 Penalty: 35363.035156
Iteration 104Q: 17 clusters Score -3.752909e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 10459 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66414 members 
Mstep: Class 6 contains 22979 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 9 contains 9397 members 
Mstep: Class 11 contains 60209 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 15 contains 580365 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 5715 members 
Mstep: Class 20 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529084.000000 Penalty: 35363.035156
Iteration 105Q: 17 clusters Score -3.752908e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 10464 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 66402 members 
Mstep: Class 6 contains 22970 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 9 contains 9419 members 
Mstep: Class 11 contains 60201 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 8014 members 
Mstep: Class 15 contains 580471 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 5641 members 
Mstep: Class 20 contains 4960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529088.000000 Penalty: 35363.035156
Iteration 106Q: 17 clusters Score -3.752909e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13871 members 
Mstep: Class 3 contains 10464 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 66390 members 
Mstep: Class 6 contains 22970 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 11 contains 60196 members 
Mstep: Class 12 contains 7847 members 
Mstep: Class 13 contains 8014 members 
Mstep: Class 15 contains 580556 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 20 contains 4964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529116.000000 Penalty: 35363.035156
Iteration 107Q: 17 clusters Score -3.752912e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13857 members 
Mstep: Class 3 contains 10466 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 66382 members 
Mstep: Class 6 contains 22966 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 9 contains 9448 members 
Mstep: Class 11 contains 60183 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 8010 members 
Mstep: Class 15 contains 580646 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 20 contains 4971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529064.000000 Penalty: 35363.035156
Iteration 108Q: 17 clusters Score -3.752906e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13829 members 
Mstep: Class 3 contains 10472 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 66371 members 
Mstep: Class 6 contains 22966 members 
Mstep: Class 7 contains 4871 members 
Mstep: Class 9 contains 9473 members 
Mstep: Class 11 contains 60174 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 8008 members 
Mstep: Class 15 contains 580717 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 20 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529096.000000 Penalty: 35363.035156
Iteration 109Q: 17 clusters Score -3.75291e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 10480 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 66360 members 
Mstep: Class 6 contains 22964 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 9 contains 9497 members 
Mstep: Class 11 contains 60165 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 8008 members 
Mstep: Class 15 contains 580781 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 20 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529120.000000 Penalty: 35363.035156
Iteration 110Q: 17 clusters Score -3.752912e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13782 members 
Mstep: Class 3 contains 10484 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66347 members 
Mstep: Class 6 contains 22957 members 
Mstep: Class 7 contains 4865 members 
Mstep: Class 9 contains 9515 members 
Mstep: Class 11 contains 60159 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 8007 members 
Mstep: Class 15 contains 580845 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 20 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529124.000000 Penalty: 35363.035156
Iteration 111Q: 17 clusters Score -3.752912e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 10485 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 66333 members 
Mstep: Class 6 contains 22952 members 
Mstep: Class 7 contains 4863 members 
Mstep: Class 9 contains 9531 members 
Mstep: Class 11 contains 60158 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 15 contains 580910 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 20 contains 4994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529136.000000 Penalty: 35363.035156
Iteration 112Q: 17 clusters Score -3.752914e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 10490 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66316 members 
Mstep: Class 6 contains 22950 members 
Mstep: Class 7 contains 4858 members 
Mstep: Class 9 contains 9552 members 
Mstep: Class 11 contains 60155 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 15 contains 580985 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 20 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529148.000000 Penalty: 35363.035156
Iteration 113Q: 17 clusters Score -3.752915e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 10499 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 66304 members 
Mstep: Class 6 contains 22949 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 9 contains 9570 members 
Mstep: Class 11 contains 60148 members 
Mstep: Class 12 contains 7801 members 
Mstep: Class 13 contains 7999 members 
Mstep: Class 15 contains 581067 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529172.000000 Penalty: 35363.035156
Iteration 114Q: 17 clusters Score -3.752917e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 66295 members 
Mstep: Class 6 contains 22943 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 9 contains 9583 members 
Mstep: Class 11 contains 60144 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 7996 members 
Mstep: Class 15 contains 581141 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 20 contains 5013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529208.000000 Penalty: 35363.035156
Iteration 115Q: 17 clusters Score -3.752921e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 10515 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66285 members 
Mstep: Class 6 contains 22938 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 9 contains 9595 members 
Mstep: Class 11 contains 60140 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 7991 members 
Mstep: Class 15 contains 581199 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 20 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529240.000000 Penalty: 35363.035156
Iteration 116Q: 17 clusters Score -3.752924e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13643 members 
Mstep: Class 3 contains 10523 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 66277 members 
Mstep: Class 6 contains 22934 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 9 contains 9620 members 
Mstep: Class 11 contains 60137 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 7990 members 
Mstep: Class 15 contains 581260 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 20 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529280.000000 Penalty: 35363.035156
Iteration 117Q: 17 clusters Score -3.752928e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13613 members 
Mstep: Class 3 contains 10533 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 66271 members 
Mstep: Class 6 contains 22923 members 
Mstep: Class 7 contains 4855 members 
Mstep: Class 9 contains 9649 members 
Mstep: Class 11 contains 60137 members 
Mstep: Class 12 contains 7755 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 15 contains 581311 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 20 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529320.000000 Penalty: 35363.035156
Iteration 118Q: 17 clusters Score -3.752932e+07 nChanged 185
Entering ConstructFrom: 
Score: -37529320.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -52510.355469 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -52510.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -50961.636719 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -50961.64 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -51204.351562 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -51204.35 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -51293.371094 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -51293.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -51346.773438 Penalty: 2287.033936
	Iteration 3F: 3 clusters Score -51346.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -51378.335938 Penalty: 2287.033936
	Iteration 4Q: 3 clusters Score -51378.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -51395.921875 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -51395.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -51413.648438 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -51413.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -51428.535156 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -51428.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -51441.121094 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -51441.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -51449.628906 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -51449.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -51456.937500 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -51456.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -51463.796875 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -51463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -51474.144531 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -51474.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -51480.730469 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -51480.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -51485.312500 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -51485.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -51487.507812 Penalty: 2287.033936
	Iteration 15Q: 3 clusters Score -51487.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -51489.246094 Penalty: 2287.033936
	Iteration 16Q: 3 clusters Score -51489.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -51489.246094 Penalty: 2287.033936
	Iteration 17F: 3 clusters Score -51489.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -642392.500000 Penalty: 1546.491089
	Iteration 0F: 2 clusters Score -642392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -632865.187500 Penalty: 3092.982178
	Iteration 0F: 3 clusters Score -632865.2 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -636327.312500 Penalty: 3092.982178
	Iteration 1F: 3 clusters Score -636327.3 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -636661.000000 Penalty: 3092.982178
	Iteration 2F: 3 clusters Score -636661 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -636979.375000 Penalty: 3092.982178
	Iteration 3F: 3 clusters Score -636979.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -637305.187500 Penalty: 3092.982178
	Iteration 4Q: 3 clusters Score -637305.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -637703.125000 Penalty: 3092.982178
	Iteration 5Q: 3 clusters Score -637703.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -638166.062500 Penalty: 3092.982178
	Iteration 6F: 3 clusters Score -638166.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -638649.812500 Penalty: 3092.982178
	Iteration 7F: 3 clusters Score -638649.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -639188.812500 Penalty: 3092.982178
	Iteration 8Q: 3 clusters Score -639188.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -639795.125000 Penalty: 3092.982178
	Iteration 9Q: 3 clusters Score -639795.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -640287.125000 Penalty: 3092.982178
	Iteration 10Q: 3 clusters Score -640287.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -640561.812500 Penalty: 3092.982178
	Iteration 11Q: 3 clusters Score -640561.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -640688.375000 Penalty: 3092.982178
	Iteration 12Q: 3 clusters Score -640688.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -640773.125000 Penalty: 3092.982178
	Iteration 13Q: 3 clusters Score -640773.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -640849.125000 Penalty: 3092.982178
	Iteration 14Q: 3 clusters Score -640849.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -640890.000000 Penalty: 3092.982178
	Iteration 15Q: 3 clusters Score -640890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -640913.687500 Penalty: 3092.982178
	Iteration 16Q: 3 clusters Score -640913.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -640941.062500 Penalty: 3092.982178
	Iteration 17Q: 3 clusters Score -640941.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -640958.062500 Penalty: 3092.982178
	Iteration 18Q: 3 clusters Score -640958.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -640977.625000 Penalty: 3092.982178
	Iteration 19Q: 3 clusters Score -640977.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -640987.500000 Penalty: 3092.982178
	Iteration 20F: 3 clusters Score -640987.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -640995.500000 Penalty: 3092.982178
	Iteration 21Q: 3 clusters Score -640995.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -641001.875000 Penalty: 3092.982178
	Iteration 22Q: 3 clusters Score -641001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -641004.937500 Penalty: 3092.982178
	Iteration 23Q: 3 clusters Score -641004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -641009.250000 Penalty: 3092.982178
	Iteration 24Q: 3 clusters Score -641009.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -641015.937500 Penalty: 3092.982178
	Iteration 25Q: 3 clusters Score -641015.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -641022.812500 Penalty: 3092.982178
	Iteration 26Q: 3 clusters Score -641022.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -641026.562500 Penalty: 3092.982178
	Iteration 27Q: 3 clusters Score -641026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -641035.750000 Penalty: 3092.982178
	Iteration 28Q: 3 clusters Score -641035.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -641037.750000 Penalty: 3092.982178
	Iteration 29Q: 3 clusters Score -641037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -641039.437500 Penalty: 3092.982178
	Iteration 30Q: 3 clusters Score -641039.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -641043.375000 Penalty: 3092.982178
	Iteration 31Q: 3 clusters Score -641043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -641046.875000 Penalty: 3092.982178
	Iteration 32Q: 3 clusters Score -641046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -641044.937500 Penalty: 3092.982178
	Iteration 33Q: 3 clusters Score -641044.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -641048.000000 Penalty: 3092.982178
	Iteration 34Q: 3 clusters Score -641048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -641048.312500 Penalty: 3092.982178
	Iteration 35Q: 3 clusters Score -641048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -641049.687500 Penalty: 3092.982178
	Iteration 36Q: 3 clusters Score -641049.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -641052.812500 Penalty: 3092.982178
	Iteration 37Q: 3 clusters Score -641052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -641054.187500 Penalty: 3092.982178
	Iteration 38Q: 3 clusters Score -641054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -641057.375000 Penalty: 3092.982178
	Iteration 39Q: 3 clusters Score -641057.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -641058.125000 Penalty: 3092.982178
	Iteration 40F: 3 clusters Score -641058.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -641059.562500 Penalty: 3092.982178
	Iteration 41Q: 3 clusters Score -641059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -641064.000000 Penalty: 3092.982178
	Iteration 42Q: 3 clusters Score -641064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -641064.750000 Penalty: 3092.982178
	Iteration 43Q: 3 clusters Score -641064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -641065.500000 Penalty: 3092.982178
	Iteration 44Q: 3 clusters Score -641065.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -641067.312500 Penalty: 3092.982178
	Iteration 45Q: 3 clusters Score -641067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -641068.750000 Penalty: 3092.982178
	Iteration 46Q: 3 clusters Score -641068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -641069.312500 Penalty: 3092.982178
	Iteration 47Q: 3 clusters Score -641069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -641067.750000 Penalty: 3092.982178
	Iteration 48Q: 3 clusters Score -641067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -641069.000000 Penalty: 3092.982178
	Iteration 49Q: 3 clusters Score -641069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -641069.562500 Penalty: 3092.982178
	Iteration 50Q: 3 clusters Score -641069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -641069.312500 Penalty: 3092.982178
	Iteration 51Q: 3 clusters Score -641069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -641069.000000 Penalty: 3092.982178
	Iteration 52Q: 3 clusters Score -641069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -641069.000000 Penalty: 3092.982178
	Iteration 53F: 3 clusters Score -641069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Entering Unmasked Estep 
Score: -520158.343750 Penalty: 1505.272705
	Iteration 0F: 2 clusters Score -520158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -512698.812500 Penalty: 3010.545410
	Iteration 0F: 3 clusters Score -512698.8 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -515215.968750 Penalty: 3010.545410
	Iteration 1F: 3 clusters Score -515216 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -515498.250000 Penalty: 3010.545410
	Iteration 2F: 3 clusters Score -515498.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -515738.000000 Penalty: 3010.545410
	Iteration 3Q: 3 clusters Score -515738 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -515955.812500 Penalty: 3010.545410
	Iteration 4Q: 3 clusters Score -515955.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -516206.750000 Penalty: 3010.545410
	Iteration 5Q: 3 clusters Score -516206.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -516505.031250 Penalty: 3010.545410
	Iteration 6Q: 3 clusters Score -516505 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -516851.062500 Penalty: 3010.545410
	Iteration 7F: 3 clusters Score -516851.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -517233.968750 Penalty: 3010.545410
	Iteration 8F: 3 clusters Score -517234 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -517578.093750 Penalty: 3010.545410
	Iteration 9Q: 3 clusters Score -517578.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -517854.718750 Penalty: 3010.545410
	Iteration 10Q: 3 clusters Score -517854.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -518059.593750 Penalty: 3010.545410
	Iteration 11Q: 3 clusters Score -518059.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -518193.531250 Penalty: 3010.545410
	Iteration 12Q: 3 clusters Score -518193.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -518297.781250 Penalty: 3010.545410
	Iteration 13Q: 3 clusters Score -518297.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -518393.718750 Penalty: 3010.545410
	Iteration 14Q: 3 clusters Score -518393.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -518476.562500 Penalty: 3010.545410
	Iteration 15Q: 3 clusters Score -518476.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -518540.000000 Penalty: 3010.545410
	Iteration 16Q: 3 clusters Score -518540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -518595.000000 Penalty: 3010.545410
	Iteration 17Q: 3 clusters Score -518595 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -518640.062500 Penalty: 3010.545410
	Iteration 18Q: 3 clusters Score -518640.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -518670.218750 Penalty: 3010.545410
	Iteration 19Q: 3 clusters Score -518670.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -518694.875000 Penalty: 3010.545410
	Iteration 20F: 3 clusters Score -518694.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -518719.000000 Penalty: 3010.545410
	Iteration 21Q: 3 clusters Score -518719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -518739.437500 Penalty: 3010.545410
	Iteration 22Q: 3 clusters Score -518739.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -518755.031250 Penalty: 3010.545410
	Iteration 23Q: 3 clusters Score -518755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -518764.968750 Penalty: 3010.545410
	Iteration 24Q: 3 clusters Score -518765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -518774.812500 Penalty: 3010.545410
	Iteration 25Q: 3 clusters Score -518774.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -518783.156250 Penalty: 3010.545410
	Iteration 26Q: 3 clusters Score -518783.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -518794.593750 Penalty: 3010.545410
	Iteration 27Q: 3 clusters Score -518794.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -518806.250000 Penalty: 3010.545410
	Iteration 28Q: 3 clusters Score -518806.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -518817.031250 Penalty: 3010.545410
	Iteration 29Q: 3 clusters Score -518817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -518825.437500 Penalty: 3010.545410
	Iteration 30Q: 3 clusters Score -518825.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -518836.343750 Penalty: 3010.545410
	Iteration 31Q: 3 clusters Score -518836.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -518843.812500 Penalty: 3010.545410
	Iteration 32Q: 3 clusters Score -518843.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -518855.187500 Penalty: 3010.545410
	Iteration 33Q: 3 clusters Score -518855.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -518864.125000 Penalty: 3010.545410
	Iteration 34Q: 3 clusters Score -518864.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -518869.000000 Penalty: 3010.545410
	Iteration 35Q: 3 clusters Score -518869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -518876.031250 Penalty: 3010.545410
	Iteration 36Q: 3 clusters Score -518876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -518884.656250 Penalty: 3010.545410
	Iteration 37Q: 3 clusters Score -518884.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -518893.625000 Penalty: 3010.545410
	Iteration 38Q: 3 clusters Score -518893.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -518899.750000 Penalty: 3010.545410
	Iteration 39Q: 3 clusters Score -518899.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -518907.156250 Penalty: 3010.545410
	Iteration 40F: 3 clusters Score -518907.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -518915.406250 Penalty: 3010.545410
	Iteration 41Q: 3 clusters Score -518915.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -518918.500000 Penalty: 3010.545410
	Iteration 42Q: 3 clusters Score -518918.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -518922.750000 Penalty: 3010.545410
	Iteration 43Q: 3 clusters Score -518922.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -518927.125000 Penalty: 3010.545410
	Iteration 44Q: 3 clusters Score -518927.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -518930.718750 Penalty: 3010.545410
	Iteration 45Q: 3 clusters Score -518930.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -518936.968750 Penalty: 3010.545410
	Iteration 46Q: 3 clusters Score -518937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -518941.562500 Penalty: 3010.545410
	Iteration 47Q: 3 clusters Score -518941.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -518945.406250 Penalty: 3010.545410
	Iteration 48Q: 3 clusters Score -518945.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -518951.406250 Penalty: 3010.545410
	Iteration 49Q: 3 clusters Score -518951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -518955.437500 Penalty: 3010.545410
	Iteration 50Q: 3 clusters Score -518955.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -518956.156250 Penalty: 3010.545410
	Iteration 51Q: 3 clusters Score -518956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -518957.812500 Penalty: 3010.545410
	Iteration 52Q: 3 clusters Score -518957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -518959.687500 Penalty: 3010.545410
	Iteration 53Q: 3 clusters Score -518959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -518961.000000 Penalty: 3010.545410
	Iteration 54Q: 3 clusters Score -518961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -518962.687500 Penalty: 3010.545410
	Iteration 55Q: 3 clusters Score -518962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -518961.843750 Penalty: 3010.545410
	Iteration 56Q: 3 clusters Score -518961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -518962.375000 Penalty: 3010.545410
	Iteration 57Q: 3 clusters Score -518962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -518964.281250 Penalty: 3010.545410
	Iteration 58Q: 3 clusters Score -518964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -518964.843750 Penalty: 3010.545410
	Iteration 59Q: 3 clusters Score -518964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -518963.625000 Penalty: 3010.545410
	Iteration 60F: 3 clusters Score -518963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -518964.125000 Penalty: 3010.545410
	Iteration 61Q: 3 clusters Score -518964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -518964.500000 Penalty: 3010.545410
	Iteration 62Q: 3 clusters Score -518964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -518965.156250 Penalty: 3010.545410
	Iteration 63Q: 3 clusters Score -518965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -518967.031250 Penalty: 3010.545410
	Iteration 64Q: 3 clusters Score -518967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -518970.937500 Penalty: 3010.545410
	Iteration 65Q: 3 clusters Score -518970.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -518976.468750 Penalty: 3010.545410
	Iteration 66Q: 3 clusters Score -518976.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -518981.031250 Penalty: 3010.545410
	Iteration 67Q: 3 clusters Score -518981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -518980.875000 Penalty: 3010.545410
	Iteration 68Q: 3 clusters Score -518980.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -518983.406250 Penalty: 3010.545410
	Iteration 69Q: 3 clusters Score -518983.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -518985.312500 Penalty: 3010.545410
	Iteration 70Q: 3 clusters Score -518985.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -518988.218750 Penalty: 3010.545410
	Iteration 71Q: 3 clusters Score -518988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -518989.187500 Penalty: 3010.545410
	Iteration 72Q: 3 clusters Score -518989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -518990.625000 Penalty: 3010.545410
	Iteration 73Q: 3 clusters Score -518990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -518993.468750 Penalty: 3010.545410
	Iteration 74Q: 3 clusters Score -518993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -518994.937500 Penalty: 3010.545410
	Iteration 75Q: 3 clusters Score -518994.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -518995.250000 Penalty: 3010.545410
	Iteration 76Q: 3 clusters Score -518995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -518995.750000 Penalty: 3010.545410
	Iteration 77Q: 3 clusters Score -518995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -518997.593750 Penalty: 3010.545410
	Iteration 78Q: 3 clusters Score -518997.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -518999.343750 Penalty: 3010.545410
	Iteration 79Q: 3 clusters Score -518999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -519001.531250 Penalty: 3010.545410
	Iteration 80F: 3 clusters Score -519001.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -519004.562500 Penalty: 3010.545410
	Iteration 81Q: 3 clusters Score -519004.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -519006.218750 Penalty: 3010.545410
	Iteration 82Q: 3 clusters Score -519006.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -519009.125000 Penalty: 3010.545410
	Iteration 83Q: 3 clusters Score -519009.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -519013.718750 Penalty: 3010.545410
	Iteration 84Q: 3 clusters Score -519013.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -519016.000000 Penalty: 3010.545410
	Iteration 85Q: 3 clusters Score -519016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -519019.218750 Penalty: 3010.545410
	Iteration 86Q: 3 clusters Score -519019.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -519020.031250 Penalty: 3010.545410
	Iteration 87Q: 3 clusters Score -519020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -519021.312500 Penalty: 3010.545410
	Iteration 88Q: 3 clusters Score -519021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -519022.218750 Penalty: 3010.545410
	Iteration 89Q: 3 clusters Score -519022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -519023.093750 Penalty: 3010.545410
	Iteration 90Q: 3 clusters Score -519023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -519024.062500 Penalty: 3010.545410
	Iteration 91Q: 3 clusters Score -519024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -519025.437500 Penalty: 3010.545410
	Iteration 92Q: 3 clusters Score -519025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -519026.312500 Penalty: 3010.545410
	Iteration 93Q: 3 clusters Score -519026.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -519029.562500 Penalty: 3010.545410
	Iteration 94Q: 3 clusters Score -519029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -519030.781250 Penalty: 3010.545410
	Iteration 95Q: 3 clusters Score -519030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -519032.843750 Penalty: 3010.545410
	Iteration 96Q: 3 clusters Score -519032.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -519035.187500 Penalty: 3010.545410
	Iteration 97Q: 3 clusters Score -519035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -519037.843750 Penalty: 3010.545410
	Iteration 98Q: 3 clusters Score -519037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -519039.281250 Penalty: 3010.545410
	Iteration 99Q: 3 clusters Score -519039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -519040.000000 Penalty: 3010.545410
	Iteration 100F: 3 clusters Score -519040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -519041.875000 Penalty: 3010.545410
	Iteration 101Q: 3 clusters Score -519041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -519041.875000 Penalty: 3010.545410
	Iteration 102F: 3 clusters Score -519041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -190737.859375 Penalty: 1334.718506
	Iteration 0F: 2 clusters Score -190737.9 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 1866 members 
Entering Unmasked Estep 
Score: -187551.687500 Penalty: 2669.437012
	Iteration 0F: 3 clusters Score -187551.7 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -188342.062500 Penalty: 2669.437012
	Iteration 1F: 3 clusters Score -188342.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -188463.562500 Penalty: 2669.437012
	Iteration 2F: 3 clusters Score -188463.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -188553.140625 Penalty: 2669.437012
	Iteration 3Q: 3 clusters Score -188553.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -188611.453125 Penalty: 2669.437012
	Iteration 4Q: 3 clusters Score -188611.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -188657.156250 Penalty: 2669.437012
	Iteration 5Q: 3 clusters Score -188657.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -188695.140625 Penalty: 2669.437012
	Iteration 6Q: 3 clusters Score -188695.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -188725.609375 Penalty: 2669.437012
	Iteration 7Q: 3 clusters Score -188725.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -188750.859375 Penalty: 2669.437012
	Iteration 8Q: 3 clusters Score -188750.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -188773.953125 Penalty: 2669.437012
	Iteration 9Q: 3 clusters Score -188774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -188797.703125 Penalty: 2669.437012
	Iteration 10Q: 3 clusters Score -188797.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -188821.937500 Penalty: 2669.437012
	Iteration 11Q: 3 clusters Score -188821.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -188848.406250 Penalty: 2669.437012
	Iteration 12Q: 3 clusters Score -188848.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -188871.187500 Penalty: 2669.437012
	Iteration 13Q: 3 clusters Score -188871.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -188892.734375 Penalty: 2669.437012
	Iteration 14Q: 3 clusters Score -188892.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -188913.312500 Penalty: 2669.437012
	Iteration 15Q: 3 clusters Score -188913.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -188931.890625 Penalty: 2669.437012
	Iteration 16Q: 3 clusters Score -188931.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -188946.187500 Penalty: 2669.437012
	Iteration 17Q: 3 clusters Score -188946.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -188960.781250 Penalty: 2669.437012
	Iteration 18Q: 3 clusters Score -188960.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -188972.968750 Penalty: 2669.437012
	Iteration 19Q: 3 clusters Score -188973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -188980.718750 Penalty: 2669.437012
	Iteration 20F: 3 clusters Score -188980.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -188987.593750 Penalty: 2669.437012
	Iteration 21Q: 3 clusters Score -188987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -188994.281250 Penalty: 2669.437012
	Iteration 22Q: 3 clusters Score -188994.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -189000.031250 Penalty: 2669.437012
	Iteration 23Q: 3 clusters Score -189000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -189005.968750 Penalty: 2669.437012
	Iteration 24Q: 3 clusters Score -189006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -189011.796875 Penalty: 2669.437012
	Iteration 25Q: 3 clusters Score -189011.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -189015.875000 Penalty: 2669.437012
	Iteration 26Q: 3 clusters Score -189015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -189019.515625 Penalty: 2669.437012
	Iteration 27Q: 3 clusters Score -189019.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -189021.875000 Penalty: 2669.437012
	Iteration 28Q: 3 clusters Score -189021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -189024.171875 Penalty: 2669.437012
	Iteration 29Q: 3 clusters Score -189024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -189025.718750 Penalty: 2669.437012
	Iteration 30Q: 3 clusters Score -189025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -189026.875000 Penalty: 2669.437012
	Iteration 31Q: 3 clusters Score -189026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -189027.437500 Penalty: 2669.437012
	Iteration 32Q: 3 clusters Score -189027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -189027.968750 Penalty: 2669.437012
	Iteration 33Q: 3 clusters Score -189028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -189028.296875 Penalty: 2669.437012
	Iteration 34Q: 3 clusters Score -189028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -189028.859375 Penalty: 2669.437012
	Iteration 35Q: 3 clusters Score -189028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -189028.593750 Penalty: 2669.437012
	Iteration 36Q: 3 clusters Score -189028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -189028.984375 Penalty: 2669.437012
	Iteration 37Q: 3 clusters Score -189029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -189028.984375 Penalty: 2669.437012
	Iteration 38F: 3 clusters Score -189029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Entering Unmasked Estep 
Score: -3245846.000000 Penalty: 1803.967896
	Iteration 0F: 2 clusters Score -3245846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -3201492.000000 Penalty: 3607.935791
	Iteration 0F: 3 clusters Score -3201492 nChanged 31319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -3219884.250000 Penalty: 3607.935791
	Iteration 1F: 3 clusters Score -3219884 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -3221175.000000 Penalty: 3607.935791
	Iteration 2Q: 3 clusters Score -3221175 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -3223282.000000 Penalty: 3607.935791
	Iteration 3F: 3 clusters Score -3223282 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -3226612.500000 Penalty: 3607.935791
	Iteration 4F: 3 clusters Score -3226612 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -3231239.250000 Penalty: 3607.935791
	Iteration 5F: 3 clusters Score -3231239 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -3236038.250000 Penalty: 3607.935791
	Iteration 6F: 3 clusters Score -3236038 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -3239714.750000 Penalty: 3607.935791
	Iteration 7F: 3 clusters Score -3239715 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -3241856.750000 Penalty: 3607.935791
	Iteration 8Q: 3 clusters Score -3241857 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -3243024.000000 Penalty: 3607.935791
	Iteration 9Q: 3 clusters Score -3243024 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -3243573.250000 Penalty: 3607.935791
	Iteration 10Q: 3 clusters Score -3243573 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -3243886.250000 Penalty: 3607.935791
	Iteration 11Q: 3 clusters Score -3243886 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -3244091.250000 Penalty: 3607.935791
	Iteration 12Q: 3 clusters Score -3244091 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -3244240.000000 Penalty: 3607.935791
	Iteration 13Q: 3 clusters Score -3244240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -3244329.250000 Penalty: 3607.935791
	Iteration 14Q: 3 clusters Score -3244329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -3244375.750000 Penalty: 3607.935791
	Iteration 15Q: 3 clusters Score -3244376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -3244397.750000 Penalty: 3607.935791
	Iteration 16Q: 3 clusters Score -3244398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -3244408.500000 Penalty: 3607.935791
	Iteration 17Q: 3 clusters Score -3244408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -3244426.750000 Penalty: 3607.935791
	Iteration 18Q: 3 clusters Score -3244427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -3244441.000000 Penalty: 3607.935791
	Iteration 19Q: 3 clusters Score -3244441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -3244444.750000 Penalty: 3607.935791
	Iteration 20F: 3 clusters Score -3244445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -3244440.000000 Penalty: 3607.935791
	Iteration 21Q: 3 clusters Score -3244440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -3244449.250000 Penalty: 3607.935791
	Iteration 22Q: 3 clusters Score -3244449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -3244451.000000 Penalty: 3607.935791
	Iteration 23Q: 3 clusters Score -3244451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -3244448.750000 Penalty: 3607.935791
	Iteration 24Q: 3 clusters Score -3244449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -3244457.500000 Penalty: 3607.935791
	Iteration 25Q: 3 clusters Score -3244458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -3244459.250000 Penalty: 3607.935791
	Iteration 26Q: 3 clusters Score -3244459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -3244463.500000 Penalty: 3607.935791
	Iteration 27Q: 3 clusters Score -3244464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -3244464.250000 Penalty: 3607.935791
	Iteration 28Q: 3 clusters Score -3244464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -3244464.500000 Penalty: 3607.935791
	Iteration 29Q: 3 clusters Score -3244464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -3244461.500000 Penalty: 3607.935791
	Iteration 30Q: 3 clusters Score -3244462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -3244458.750000 Penalty: 3607.935791
	Iteration 31Q: 3 clusters Score -3244459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -3244463.750000 Penalty: 3607.935791
	Iteration 32Q: 3 clusters Score -3244464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -3244464.750000 Penalty: 3607.935791
	Iteration 33Q: 3 clusters Score -3244465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -3244464.250000 Penalty: 3607.935791
	Iteration 34Q: 3 clusters Score -3244464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -3244468.250000 Penalty: 3607.935791
	Iteration 35Q: 3 clusters Score -3244468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -3244465.500000 Penalty: 3607.935791
	Iteration 36Q: 3 clusters Score -3244466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -3244465.250000 Penalty: 3607.935791
	Iteration 37Q: 3 clusters Score -3244465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -3244466.250000 Penalty: 3607.935791
	Iteration 38Q: 3 clusters Score -3244466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -3244468.750000 Penalty: 3607.935791
	Iteration 39Q: 3 clusters Score -3244469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -3244468.000000 Penalty: 3607.935791
	Iteration 40F: 3 clusters Score -3244468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -3244469.750000 Penalty: 3607.935791
	Iteration 41Q: 3 clusters Score -3244470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -3244467.500000 Penalty: 3607.935791
	Iteration 42Q: 3 clusters Score -3244468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -3244468.250000 Penalty: 3607.935791
	Iteration 43Q: 3 clusters Score -3244468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -3244470.250000 Penalty: 3607.935791
	Iteration 44Q: 3 clusters Score -3244470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -3244475.250000 Penalty: 3607.935791
	Iteration 45Q: 3 clusters Score -3244475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -3244475.250000 Penalty: 3607.935791
	Iteration 46F: 3 clusters Score -3244475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Entering Unmasked Estep 
Score: -1113798.750000 Penalty: 1631.412109
	Iteration 0F: 2 clusters Score -1113799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1098356.250000 Penalty: 3262.824219
	Iteration 0F: 3 clusters Score -1098356 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1104300.375000 Penalty: 3262.824219
	Iteration 1F: 3 clusters Score -1104300 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1105097.250000 Penalty: 3262.824219
	Iteration 2F: 3 clusters Score -1105097 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1106113.625000 Penalty: 3262.824219
	Iteration 3F: 3 clusters Score -1106114 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1107391.000000 Penalty: 3262.824219
	Iteration 4F: 3 clusters Score -1107391 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1108878.250000 Penalty: 3262.824219
	Iteration 5F: 3 clusters Score -1108878 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1110401.000000 Penalty: 3262.824219
	Iteration 6F: 3 clusters Score -1110401 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1111518.000000 Penalty: 3262.824219
	Iteration 7F: 3 clusters Score -1111518 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1112043.625000 Penalty: 3262.824219
	Iteration 8Q: 3 clusters Score -1112044 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1112277.250000 Penalty: 3262.824219
	Iteration 9Q: 3 clusters Score -1112277 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1112404.625000 Penalty: 3262.824219
	Iteration 10Q: 3 clusters Score -1112405 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1112504.125000 Penalty: 3262.824219
	Iteration 11Q: 3 clusters Score -1112504 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1112572.875000 Penalty: 3262.824219
	Iteration 12Q: 3 clusters Score -1112573 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1112628.000000 Penalty: 3262.824219
	Iteration 13Q: 3 clusters Score -1112628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1112670.250000 Penalty: 3262.824219
	Iteration 14Q: 3 clusters Score -1112670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1112702.250000 Penalty: 3262.824219
	Iteration 15Q: 3 clusters Score -1112702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1112736.750000 Penalty: 3262.824219
	Iteration 16Q: 3 clusters Score -1112737 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1112770.875000 Penalty: 3262.824219
	Iteration 17Q: 3 clusters Score -1112771 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1112813.000000 Penalty: 3262.824219
	Iteration 18Q: 3 clusters Score -1112813 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1112848.375000 Penalty: 3262.824219
	Iteration 19Q: 3 clusters Score -1112848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1112861.375000 Penalty: 3262.824219
	Iteration 20F: 3 clusters Score -1112861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1112880.125000 Penalty: 3262.824219
	Iteration 21Q: 3 clusters Score -1112880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1112895.250000 Penalty: 3262.824219
	Iteration 22Q: 3 clusters Score -1112895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1112909.375000 Penalty: 3262.824219
	Iteration 23Q: 3 clusters Score -1112909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1112919.000000 Penalty: 3262.824219
	Iteration 24Q: 3 clusters Score -1112919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1112932.500000 Penalty: 3262.824219
	Iteration 25Q: 3 clusters Score -1112932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1112942.000000 Penalty: 3262.824219
	Iteration 26Q: 3 clusters Score -1112942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1112945.375000 Penalty: 3262.824219
	Iteration 27Q: 3 clusters Score -1112945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1112957.125000 Penalty: 3262.824219
	Iteration 28Q: 3 clusters Score -1112957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1112965.750000 Penalty: 3262.824219
	Iteration 29Q: 3 clusters Score -1112966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1112973.000000 Penalty: 3262.824219
	Iteration 30Q: 3 clusters Score -1112973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1112978.125000 Penalty: 3262.824219
	Iteration 31Q: 3 clusters Score -1112978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1112982.375000 Penalty: 3262.824219
	Iteration 32Q: 3 clusters Score -1112982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1112987.250000 Penalty: 3262.824219
	Iteration 33Q: 3 clusters Score -1112987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1112990.750000 Penalty: 3262.824219
	Iteration 34Q: 3 clusters Score -1112991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1112992.625000 Penalty: 3262.824219
	Iteration 35Q: 3 clusters Score -1112993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1112995.375000 Penalty: 3262.824219
	Iteration 36Q: 3 clusters Score -1112995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1112995.375000 Penalty: 3262.824219
	Iteration 37Q: 3 clusters Score -1112995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1112994.625000 Penalty: 3262.824219
	Iteration 38Q: 3 clusters Score -1112995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1112996.875000 Penalty: 3262.824219
	Iteration 39Q: 3 clusters Score -1112997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1112997.500000 Penalty: 3262.824219
	Iteration 40F: 3 clusters Score -1112998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1112999.250000 Penalty: 3262.824219
	Iteration 41Q: 3 clusters Score -1112999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1112997.625000 Penalty: 3262.824219
	Iteration 42Q: 3 clusters Score -1112998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1112998.625000 Penalty: 3262.824219
	Iteration 43Q: 3 clusters Score -1112999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1113000.875000 Penalty: 3262.824219
	Iteration 44Q: 3 clusters Score -1113001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1113000.250000 Penalty: 3262.824219
	Iteration 45Q: 3 clusters Score -1113000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1113002.125000 Penalty: 3262.824219
	Iteration 46Q: 3 clusters Score -1113002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1113000.500000 Penalty: 3262.824219
	Iteration 47Q: 3 clusters Score -1113000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1113003.250000 Penalty: 3262.824219
	Iteration 48Q: 3 clusters Score -1113003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1113002.750000 Penalty: 3262.824219
	Iteration 49Q: 3 clusters Score -1113003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1113002.875000 Penalty: 3262.824219
	Iteration 50Q: 3 clusters Score -1113003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1113003.625000 Penalty: 3262.824219
	Iteration 51Q: 3 clusters Score -1113004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1113003.625000 Penalty: 3262.824219
	Iteration 52F: 3 clusters Score -1113004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Entering Unmasked Estep 
Score: -240832.437500 Penalty: 1379.261719
	Iteration 0F: 2 clusters Score -240832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -236929.187500 Penalty: 2758.523438
	Iteration 0F: 3 clusters Score -236929.2 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -238092.562500 Penalty: 2758.523438
	Iteration 1F: 3 clusters Score -238092.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -238396.109375 Penalty: 2758.523438
	Iteration 2F: 3 clusters Score -238396.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -238648.390625 Penalty: 2758.523438
	Iteration 3F: 3 clusters Score -238648.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -238860.250000 Penalty: 2758.523438
	Iteration 4F: 3 clusters Score -238860.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -239056.937500 Penalty: 2758.523438
	Iteration 5F: 3 clusters Score -239056.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -239224.515625 Penalty: 2758.523438
	Iteration 6Q: 3 clusters Score -239224.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -239379.890625 Penalty: 2758.523438
	Iteration 7Q: 3 clusters Score -239379.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -239502.500000 Penalty: 2758.523438
	Iteration 8Q: 3 clusters Score -239502.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -239595.937500 Penalty: 2758.523438
	Iteration 9Q: 3 clusters Score -239595.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -239661.250000 Penalty: 2758.523438
	Iteration 10Q: 3 clusters Score -239661.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -239700.937500 Penalty: 2758.523438
	Iteration 11Q: 3 clusters Score -239700.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -239726.328125 Penalty: 2758.523438
	Iteration 12Q: 3 clusters Score -239726.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -239734.140625 Penalty: 2758.523438
	Iteration 13Q: 3 clusters Score -239734.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239741.875000 Penalty: 2758.523438
	Iteration 14Q: 3 clusters Score -239741.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -239748.687500 Penalty: 2758.523438
	Iteration 15Q: 3 clusters Score -239748.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -239754.187500 Penalty: 2758.523438
	Iteration 16Q: 3 clusters Score -239754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -239755.984375 Penalty: 2758.523438
	Iteration 17Q: 3 clusters Score -239756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239758.031250 Penalty: 2758.523438
	Iteration 18Q: 3 clusters Score -239758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -239760.421875 Penalty: 2758.523438
	Iteration 19Q: 3 clusters Score -239760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239761.984375 Penalty: 2758.523438
	Iteration 20F: 3 clusters Score -239762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -239763.578125 Penalty: 2758.523438
	Iteration 21Q: 3 clusters Score -239763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -239765.546875 Penalty: 2758.523438
	Iteration 22Q: 3 clusters Score -239765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -239767.234375 Penalty: 2758.523438
	Iteration 23Q: 3 clusters Score -239767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -239768.437500 Penalty: 2758.523438
	Iteration 24Q: 3 clusters Score -239768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -239768.828125 Penalty: 2758.523438
	Iteration 25Q: 3 clusters Score -239768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -239769.796875 Penalty: 2758.523438
	Iteration 26Q: 3 clusters Score -239769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -239771.953125 Penalty: 2758.523438
	Iteration 27Q: 3 clusters Score -239772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -239773.968750 Penalty: 2758.523438
	Iteration 28Q: 3 clusters Score -239774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -239776.078125 Penalty: 2758.523438
	Iteration 29Q: 3 clusters Score -239776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -239780.296875 Penalty: 2758.523438
	Iteration 30Q: 3 clusters Score -239780.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -239785.312500 Penalty: 2758.523438
	Iteration 31Q: 3 clusters Score -239785.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -239788.828125 Penalty: 2758.523438
	Iteration 32Q: 3 clusters Score -239788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -239790.906250 Penalty: 2758.523438
	Iteration 33Q: 3 clusters Score -239790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239793.000000 Penalty: 2758.523438
	Iteration 34Q: 3 clusters Score -239793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239793.687500 Penalty: 2758.523438
	Iteration 35Q: 3 clusters Score -239793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239793.687500 Penalty: 2758.523438
	Iteration 36F: 3 clusters Score -239793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -465062.187500 Penalty: 1491.328003
	Iteration 0F: 2 clusters Score -465062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -458077.468750 Penalty: 2982.656006
	Iteration 0F: 3 clusters Score -458077.5 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -460277.562500 Penalty: 2982.656006
	Iteration 1F: 3 clusters Score -460277.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -460512.312500 Penalty: 2982.656006
	Iteration 2F: 3 clusters Score -460512.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -460696.750000 Penalty: 2982.656006
	Iteration 3Q: 3 clusters Score -460696.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -460848.093750 Penalty: 2982.656006
	Iteration 4Q: 3 clusters Score -460848.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -461019.937500 Penalty: 2982.656006
	Iteration 5Q: 3 clusters Score -461019.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -461236.031250 Penalty: 2982.656006
	Iteration 6Q: 3 clusters Score -461236 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -461515.343750 Penalty: 2982.656006
	Iteration 7Q: 3 clusters Score -461515.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -461883.437500 Penalty: 2982.656006
	Iteration 8F: 3 clusters Score -461883.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -462314.500000 Penalty: 2982.656006
	Iteration 9Q: 3 clusters Score -462314.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -462748.656250 Penalty: 2982.656006
	Iteration 10F: 3 clusters Score -462748.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -463120.000000 Penalty: 2982.656006
	Iteration 11F: 3 clusters Score -463120 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -463363.375000 Penalty: 2982.656006
	Iteration 12Q: 3 clusters Score -463363.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -463519.437500 Penalty: 2982.656006
	Iteration 13Q: 3 clusters Score -463519.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -463630.468750 Penalty: 2982.656006
	Iteration 14Q: 3 clusters Score -463630.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -463723.437500 Penalty: 2982.656006
	Iteration 15Q: 3 clusters Score -463723.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -463828.125000 Penalty: 2982.656006
	Iteration 16Q: 3 clusters Score -463828.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -463930.843750 Penalty: 2982.656006
	Iteration 17Q: 3 clusters Score -463930.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -464012.031250 Penalty: 2982.656006
	Iteration 18Q: 3 clusters Score -464012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -464077.531250 Penalty: 2982.656006
	Iteration 19Q: 3 clusters Score -464077.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -464135.468750 Penalty: 2982.656006
	Iteration 20F: 3 clusters Score -464135.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -464181.625000 Penalty: 2982.656006
	Iteration 21Q: 3 clusters Score -464181.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -464221.500000 Penalty: 2982.656006
	Iteration 22Q: 3 clusters Score -464221.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -464249.281250 Penalty: 2982.656006
	Iteration 23Q: 3 clusters Score -464249.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -464269.343750 Penalty: 2982.656006
	Iteration 24Q: 3 clusters Score -464269.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -464281.875000 Penalty: 2982.656006
	Iteration 25Q: 3 clusters Score -464281.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -464290.906250 Penalty: 2982.656006
	Iteration 26Q: 3 clusters Score -464290.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -464299.250000 Penalty: 2982.656006
	Iteration 27Q: 3 clusters Score -464299.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -464304.531250 Penalty: 2982.656006
	Iteration 28Q: 3 clusters Score -464304.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -464311.312500 Penalty: 2982.656006
	Iteration 29Q: 3 clusters Score -464311.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -464315.656250 Penalty: 2982.656006
	Iteration 30Q: 3 clusters Score -464315.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -464319.218750 Penalty: 2982.656006
	Iteration 31Q: 3 clusters Score -464319.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -464322.250000 Penalty: 2982.656006
	Iteration 32Q: 3 clusters Score -464322.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -464325.593750 Penalty: 2982.656006
	Iteration 33Q: 3 clusters Score -464325.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -464331.156250 Penalty: 2982.656006
	Iteration 34Q: 3 clusters Score -464331.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -464337.218750 Penalty: 2982.656006
	Iteration 35Q: 3 clusters Score -464337.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -464340.781250 Penalty: 2982.656006
	Iteration 36Q: 3 clusters Score -464340.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -464343.218750 Penalty: 2982.656006
	Iteration 37Q: 3 clusters Score -464343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -464347.062500 Penalty: 2982.656006
	Iteration 38Q: 3 clusters Score -464347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -464347.843750 Penalty: 2982.656006
	Iteration 39Q: 3 clusters Score -464347.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -464353.093750 Penalty: 2982.656006
	Iteration 40F: 3 clusters Score -464353.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -464357.031250 Penalty: 2982.656006
	Iteration 41Q: 3 clusters Score -464357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -464358.687500 Penalty: 2982.656006
	Iteration 42Q: 3 clusters Score -464358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -464360.375000 Penalty: 2982.656006
	Iteration 43Q: 3 clusters Score -464360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -464361.750000 Penalty: 2982.656006
	Iteration 44Q: 3 clusters Score -464361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -464363.031250 Penalty: 2982.656006
	Iteration 45Q: 3 clusters Score -464363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -464362.937500 Penalty: 2982.656006
	Iteration 46Q: 3 clusters Score -464362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -464362.218750 Penalty: 2982.656006
	Iteration 47Q: 3 clusters Score -464362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -464364.312500 Penalty: 2982.656006
	Iteration 48Q: 3 clusters Score -464364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -464364.812500 Penalty: 2982.656006
	Iteration 49Q: 3 clusters Score -464364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -464364.656250 Penalty: 2982.656006
	Iteration 50Q: 3 clusters Score -464364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -464364.250000 Penalty: 2982.656006
	Iteration 51Q: 3 clusters Score -464364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -464364.250000 Penalty: 2982.656006
	Iteration 52F: 3 clusters Score -464364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Entering Unmasked Estep 
Score: -2912587.500000 Penalty: 1788.187500
	Iteration 0F: 2 clusters Score -2912588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -2872435.750000 Penalty: 3576.375000
	Iteration 0F: 3 clusters Score -2872436 nChanged 28298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -2888854.000000 Penalty: 3576.375000
	Iteration 1F: 3 clusters Score -2888854 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -2890013.250000 Penalty: 3576.375000
	Iteration 2Q: 3 clusters Score -2890013 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -2891640.750000 Penalty: 3576.375000
	Iteration 3Q: 3 clusters Score -2891641 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -2893797.500000 Penalty: 3576.375000
	Iteration 4F: 3 clusters Score -2893798 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -2896278.500000 Penalty: 3576.375000
	Iteration 5F: 3 clusters Score -2896278 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -2899061.250000 Penalty: 3576.375000
	Iteration 6F: 3 clusters Score -2899061 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -2901587.000000 Penalty: 3576.375000
	Iteration 7F: 3 clusters Score -2901587 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -2903247.250000 Penalty: 3576.375000
	Iteration 8F: 3 clusters Score -2903247 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -2904025.500000 Penalty: 3576.375000
	Iteration 9Q: 3 clusters Score -2904026 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -2904435.750000 Penalty: 3576.375000
	Iteration 10Q: 3 clusters Score -2904436 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -2904811.750000 Penalty: 3576.375000
	Iteration 11Q: 3 clusters Score -2904812 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -2905232.500000 Penalty: 3576.375000
	Iteration 12Q: 3 clusters Score -2905232 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -2905688.500000 Penalty: 3576.375000
	Iteration 13Q: 3 clusters Score -2905688 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -2906142.750000 Penalty: 3576.375000
	Iteration 14Q: 3 clusters Score -2906143 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -2906591.000000 Penalty: 3576.375000
	Iteration 15Q: 3 clusters Score -2906591 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -2906998.500000 Penalty: 3576.375000
	Iteration 16Q: 3 clusters Score -2906998 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -2907383.750000 Penalty: 3576.375000
	Iteration 17Q: 3 clusters Score -2907384 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -2907737.000000 Penalty: 3576.375000
	Iteration 18Q: 3 clusters Score -2907737 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -2908099.500000 Penalty: 3576.375000
	Iteration 19Q: 3 clusters Score -2908100 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -2908403.500000 Penalty: 3576.375000
	Iteration 20F: 3 clusters Score -2908404 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -2908675.250000 Penalty: 3576.375000
	Iteration 21Q: 3 clusters Score -2908675 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -2908916.750000 Penalty: 3576.375000
	Iteration 22Q: 3 clusters Score -2908917 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -2909188.000000 Penalty: 3576.375000
	Iteration 23Q: 3 clusters Score -2909188 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -2909462.500000 Penalty: 3576.375000
	Iteration 24Q: 3 clusters Score -2909462 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -2909696.500000 Penalty: 3576.375000
	Iteration 25Q: 3 clusters Score -2909696 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -2909923.750000 Penalty: 3576.375000
	Iteration 26Q: 3 clusters Score -2909924 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -2910110.250000 Penalty: 3576.375000
	Iteration 27Q: 3 clusters Score -2910110 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -2910254.750000 Penalty: 3576.375000
	Iteration 28Q: 3 clusters Score -2910255 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -2910392.000000 Penalty: 3576.375000
	Iteration 29Q: 3 clusters Score -2910392 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -2910538.000000 Penalty: 3576.375000
	Iteration 30Q: 3 clusters Score -2910538 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -2910643.250000 Penalty: 3576.375000
	Iteration 31Q: 3 clusters Score -2910643 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -2910749.000000 Penalty: 3576.375000
	Iteration 32Q: 3 clusters Score -2910749 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -2910838.500000 Penalty: 3576.375000
	Iteration 33Q: 3 clusters Score -2910838 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -2910898.500000 Penalty: 3576.375000
	Iteration 34Q: 3 clusters Score -2910898 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -2910965.250000 Penalty: 3576.375000
	Iteration 35Q: 3 clusters Score -2910965 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -2911015.500000 Penalty: 3576.375000
	Iteration 36Q: 3 clusters Score -2911016 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -2911066.500000 Penalty: 3576.375000
	Iteration 37Q: 3 clusters Score -2911066 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -2911098.500000 Penalty: 3576.375000
	Iteration 38Q: 3 clusters Score -2911098 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -2911141.500000 Penalty: 3576.375000
	Iteration 39Q: 3 clusters Score -2911142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -2911173.750000 Penalty: 3576.375000
	Iteration 40F: 3 clusters Score -2911174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -2911203.750000 Penalty: 3576.375000
	Iteration 41Q: 3 clusters Score -2911204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -2911225.500000 Penalty: 3576.375000
	Iteration 42Q: 3 clusters Score -2911226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -2911246.000000 Penalty: 3576.375000
	Iteration 43Q: 3 clusters Score -2911246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -2911263.750000 Penalty: 3576.375000
	Iteration 44Q: 3 clusters Score -2911264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -2911283.000000 Penalty: 3576.375000
	Iteration 45Q: 3 clusters Score -2911283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -2911295.750000 Penalty: 3576.375000
	Iteration 46Q: 3 clusters Score -2911296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -2911302.000000 Penalty: 3576.375000
	Iteration 47Q: 3 clusters Score -2911302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -2911326.250000 Penalty: 3576.375000
	Iteration 48Q: 3 clusters Score -2911326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -2911342.000000 Penalty: 3576.375000
	Iteration 49Q: 3 clusters Score -2911342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -2911342.250000 Penalty: 3576.375000
	Iteration 50Q: 3 clusters Score -2911342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -2911353.500000 Penalty: 3576.375000
	Iteration 51Q: 3 clusters Score -2911354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -2911354.250000 Penalty: 3576.375000
	Iteration 52Q: 3 clusters Score -2911354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -2911356.750000 Penalty: 3576.375000
	Iteration 53Q: 3 clusters Score -2911357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -2911358.500000 Penalty: 3576.375000
	Iteration 54Q: 3 clusters Score -2911358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -2911365.000000 Penalty: 3576.375000
	Iteration 55Q: 3 clusters Score -2911365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -2911371.000000 Penalty: 3576.375000
	Iteration 56Q: 3 clusters Score -2911371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -2911377.000000 Penalty: 3576.375000
	Iteration 57Q: 3 clusters Score -2911377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -2911386.500000 Penalty: 3576.375000
	Iteration 58Q: 3 clusters Score -2911386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -2911393.000000 Penalty: 3576.375000
	Iteration 59Q: 3 clusters Score -2911393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -2911402.000000 Penalty: 3576.375000
	Iteration 60F: 3 clusters Score -2911402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -2911404.750000 Penalty: 3576.375000
	Iteration 61Q: 3 clusters Score -2911405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -2911403.250000 Penalty: 3576.375000
	Iteration 62Q: 3 clusters Score -2911403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -2911399.750000 Penalty: 3576.375000
	Iteration 63Q: 3 clusters Score -2911400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -2911399.500000 Penalty: 3576.375000
	Iteration 64Q: 3 clusters Score -2911400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -2911402.750000 Penalty: 3576.375000
	Iteration 65Q: 3 clusters Score -2911403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -2911401.500000 Penalty: 3576.375000
	Iteration 66Q: 3 clusters Score -2911402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -2911407.250000 Penalty: 3576.375000
	Iteration 67Q: 3 clusters Score -2911407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -2911404.250000 Penalty: 3576.375000
	Iteration 68Q: 3 clusters Score -2911404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -2911406.000000 Penalty: 3576.375000
	Iteration 69Q: 3 clusters Score -2911406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -2911403.750000 Penalty: 3576.375000
	Iteration 70Q: 3 clusters Score -2911404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -2911405.750000 Penalty: 3576.375000
	Iteration 71Q: 3 clusters Score -2911406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -2911406.500000 Penalty: 3576.375000
	Iteration 72Q: 3 clusters Score -2911406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -2911406.000000 Penalty: 3576.375000
	Iteration 73Q: 3 clusters Score -2911406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -2911409.750000 Penalty: 3576.375000
	Iteration 74Q: 3 clusters Score -2911410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -2911407.000000 Penalty: 3576.375000
	Iteration 75Q: 3 clusters Score -2911407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -2911406.750000 Penalty: 3576.375000
	Iteration 76Q: 3 clusters Score -2911407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -2911406.750000 Penalty: 3576.375000
	Iteration 77F: 3 clusters Score -2911407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Entering Unmasked Estep 
Score: -403712.812500 Penalty: 1455.260376
	Iteration 0F: 2 clusters Score -403712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -397955.406250 Penalty: 2910.520752
	Iteration 0F: 3 clusters Score -397955.4 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -399613.500000 Penalty: 2910.520752
	Iteration 1F: 3 clusters Score -399613.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -399895.968750 Penalty: 2910.520752
	Iteration 2F: 3 clusters Score -399896 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -400201.593750 Penalty: 2910.520752
	Iteration 3F: 3 clusters Score -400201.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -400478.468750 Penalty: 2910.520752
	Iteration 4F: 3 clusters Score -400478.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -400742.937500 Penalty: 2910.520752
	Iteration 5F: 3 clusters Score -400742.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -401048.187500 Penalty: 2910.520752
	Iteration 6F: 3 clusters Score -401048.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -401397.062500 Penalty: 2910.520752
	Iteration 7F: 3 clusters Score -401397.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -401746.468750 Penalty: 2910.520752
	Iteration 8F: 3 clusters Score -401746.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -402024.750000 Penalty: 2910.520752
	Iteration 9Q: 3 clusters Score -402024.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -402190.718750 Penalty: 2910.520752
	Iteration 10Q: 3 clusters Score -402190.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -402261.125000 Penalty: 2910.520752
	Iteration 11Q: 3 clusters Score -402261.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -402287.281250 Penalty: 2910.520752
	Iteration 12Q: 3 clusters Score -402287.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -402307.000000 Penalty: 2910.520752
	Iteration 13Q: 3 clusters Score -402307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -402320.093750 Penalty: 2910.520752
	Iteration 14Q: 3 clusters Score -402320.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -402331.000000 Penalty: 2910.520752
	Iteration 15Q: 3 clusters Score -402331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -402334.250000 Penalty: 2910.520752
	Iteration 16Q: 3 clusters Score -402334.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -402337.156250 Penalty: 2910.520752
	Iteration 17Q: 3 clusters Score -402337.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402340.625000 Penalty: 2910.520752
	Iteration 18Q: 3 clusters Score -402340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -402342.437500 Penalty: 2910.520752
	Iteration 19Q: 3 clusters Score -402342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -402345.375000 Penalty: 2910.520752
	Iteration 20F: 3 clusters Score -402345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -402347.156250 Penalty: 2910.520752
	Iteration 21Q: 3 clusters Score -402347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -402351.281250 Penalty: 2910.520752
	Iteration 22Q: 3 clusters Score -402351.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -402351.125000 Penalty: 2910.520752
	Iteration 23Q: 3 clusters Score -402351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -402353.500000 Penalty: 2910.520752
	Iteration 24Q: 3 clusters Score -402353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -402356.250000 Penalty: 2910.520752
	Iteration 25Q: 3 clusters Score -402356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -402357.687500 Penalty: 2910.520752
	Iteration 26Q: 3 clusters Score -402357.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -402361.125000 Penalty: 2910.520752
	Iteration 27Q: 3 clusters Score -402361.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -402364.437500 Penalty: 2910.520752
	Iteration 28Q: 3 clusters Score -402364.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -402364.875000 Penalty: 2910.520752
	Iteration 29Q: 3 clusters Score -402364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -402366.750000 Penalty: 2910.520752
	Iteration 30Q: 3 clusters Score -402366.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -402367.906250 Penalty: 2910.520752
	Iteration 31Q: 3 clusters Score -402367.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -402369.656250 Penalty: 2910.520752
	Iteration 32Q: 3 clusters Score -402369.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -402371.062500 Penalty: 2910.520752
	Iteration 33Q: 3 clusters Score -402371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -402370.843750 Penalty: 2910.520752
	Iteration 34Q: 3 clusters Score -402370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -402371.968750 Penalty: 2910.520752
	Iteration 35Q: 3 clusters Score -402372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -402371.687500 Penalty: 2910.520752
	Iteration 36Q: 3 clusters Score -402371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -402371.843750 Penalty: 2910.520752
	Iteration 37Q: 3 clusters Score -402371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -402372.093750 Penalty: 2910.520752
	Iteration 38Q: 3 clusters Score -402372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -402372.656250 Penalty: 2910.520752
	Iteration 39Q: 3 clusters Score -402372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -402372.656250 Penalty: 2910.520752
	Iteration 40F: 3 clusters Score -402372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -389396.312500 Penalty: 1460.175537
	Iteration 0F: 2 clusters Score -389396.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -383550.000000 Penalty: 2920.351074
	Iteration 0F: 3 clusters Score -383550 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -385460.031250 Penalty: 2920.351074
	Iteration 1F: 3 clusters Score -385460 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -385762.781250 Penalty: 2920.351074
	Iteration 2F: 3 clusters Score -385762.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -386018.281250 Penalty: 2920.351074
	Iteration 3F: 3 clusters Score -386018.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -386222.437500 Penalty: 2920.351074
	Iteration 4F: 3 clusters Score -386222.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -386417.312500 Penalty: 2920.351074
	Iteration 5Q: 3 clusters Score -386417.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -386633.062500 Penalty: 2920.351074
	Iteration 6Q: 3 clusters Score -386633.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -386872.656250 Penalty: 2920.351074
	Iteration 7Q: 3 clusters Score -386872.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -387114.812500 Penalty: 2920.351074
	Iteration 8Q: 3 clusters Score -387114.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -387366.125000 Penalty: 2920.351074
	Iteration 9Q: 3 clusters Score -387366.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -387584.781250 Penalty: 2920.351074
	Iteration 10Q: 3 clusters Score -387584.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -387762.750000 Penalty: 2920.351074
	Iteration 11Q: 3 clusters Score -387762.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -387897.812500 Penalty: 2920.351074
	Iteration 12Q: 3 clusters Score -387897.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -387997.406250 Penalty: 2920.351074
	Iteration 13Q: 3 clusters Score -387997.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -388053.250000 Penalty: 2920.351074
	Iteration 14Q: 3 clusters Score -388053.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -388075.718750 Penalty: 2920.351074
	Iteration 15Q: 3 clusters Score -388075.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -388096.500000 Penalty: 2920.351074
	Iteration 16Q: 3 clusters Score -388096.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -388112.718750 Penalty: 2920.351074
	Iteration 17Q: 3 clusters Score -388112.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -388127.156250 Penalty: 2920.351074
	Iteration 18Q: 3 clusters Score -388127.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -388132.500000 Penalty: 2920.351074
	Iteration 19Q: 3 clusters Score -388132.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -388137.562500 Penalty: 2920.351074
	Iteration 20F: 3 clusters Score -388137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -388140.843750 Penalty: 2920.351074
	Iteration 21Q: 3 clusters Score -388140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -388144.625000 Penalty: 2920.351074
	Iteration 22Q: 3 clusters Score -388144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -388145.843750 Penalty: 2920.351074
	Iteration 23Q: 3 clusters Score -388145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -388148.968750 Penalty: 2920.351074
	Iteration 24Q: 3 clusters Score -388149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -388149.875000 Penalty: 2920.351074
	Iteration 25Q: 3 clusters Score -388149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -388151.562500 Penalty: 2920.351074
	Iteration 26Q: 3 clusters Score -388151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -388153.968750 Penalty: 2920.351074
	Iteration 27Q: 3 clusters Score -388154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -388157.468750 Penalty: 2920.351074
	Iteration 28Q: 3 clusters Score -388157.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -388161.937500 Penalty: 2920.351074
	Iteration 29Q: 3 clusters Score -388161.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -388166.125000 Penalty: 2920.351074
	Iteration 30Q: 3 clusters Score -388166.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -388170.593750 Penalty: 2920.351074
	Iteration 31Q: 3 clusters Score -388170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -388173.000000 Penalty: 2920.351074
	Iteration 32Q: 3 clusters Score -388173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -388174.968750 Penalty: 2920.351074
	Iteration 33Q: 3 clusters Score -388175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -388178.093750 Penalty: 2920.351074
	Iteration 34Q: 3 clusters Score -388178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -388181.718750 Penalty: 2920.351074
	Iteration 35Q: 3 clusters Score -388181.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -388182.687500 Penalty: 2920.351074
	Iteration 36Q: 3 clusters Score -388182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -388184.718750 Penalty: 2920.351074
	Iteration 37Q: 3 clusters Score -388184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -388187.062500 Penalty: 2920.351074
	Iteration 38Q: 3 clusters Score -388187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -388189.031250 Penalty: 2920.351074
	Iteration 39Q: 3 clusters Score -388189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -388190.843750 Penalty: 2920.351074
	Iteration 40F: 3 clusters Score -388190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -388192.031250 Penalty: 2920.351074
	Iteration 41Q: 3 clusters Score -388192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -388194.093750 Penalty: 2920.351074
	Iteration 42Q: 3 clusters Score -388194.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -388195.312500 Penalty: 2920.351074
	Iteration 43Q: 3 clusters Score -388195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -388197.250000 Penalty: 2920.351074
	Iteration 44Q: 3 clusters Score -388197.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -388200.875000 Penalty: 2920.351074
	Iteration 45Q: 3 clusters Score -388200.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -388206.093750 Penalty: 2920.351074
	Iteration 46Q: 3 clusters Score -388206.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -388212.437500 Penalty: 2920.351074
	Iteration 47Q: 3 clusters Score -388212.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -388218.750000 Penalty: 2920.351074
	Iteration 48Q: 3 clusters Score -388218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -388224.718750 Penalty: 2920.351074
	Iteration 49Q: 3 clusters Score -388224.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -388226.625000 Penalty: 2920.351074
	Iteration 50Q: 3 clusters Score -388226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -388229.281250 Penalty: 2920.351074
	Iteration 51Q: 3 clusters Score -388229.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -388233.843750 Penalty: 2920.351074
	Iteration 52Q: 3 clusters Score -388233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -388236.062500 Penalty: 2920.351074
	Iteration 53Q: 3 clusters Score -388236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -388240.437500 Penalty: 2920.351074
	Iteration 54Q: 3 clusters Score -388240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -388242.312500 Penalty: 2920.351074
	Iteration 55Q: 3 clusters Score -388242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -388244.656250 Penalty: 2920.351074
	Iteration 56Q: 3 clusters Score -388244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -388248.531250 Penalty: 2920.351074
	Iteration 57Q: 3 clusters Score -388248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -388249.500000 Penalty: 2920.351074
	Iteration 58Q: 3 clusters Score -388249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -388250.937500 Penalty: 2920.351074
	Iteration 59Q: 3 clusters Score -388250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -388252.000000 Penalty: 2920.351074
	Iteration 60F: 3 clusters Score -388252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -388254.125000 Penalty: 2920.351074
	Iteration 61Q: 3 clusters Score -388254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -388255.687500 Penalty: 2920.351074
	Iteration 62Q: 3 clusters Score -388255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -388255.750000 Penalty: 2920.351074
	Iteration 63Q: 3 clusters Score -388255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -388258.468750 Penalty: 2920.351074
	Iteration 64Q: 3 clusters Score -388258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -388261.218750 Penalty: 2920.351074
	Iteration 65Q: 3 clusters Score -388261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -388263.062500 Penalty: 2920.351074
	Iteration 66Q: 3 clusters Score -388263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -388264.156250 Penalty: 2920.351074
	Iteration 67Q: 3 clusters Score -388264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -388266.562500 Penalty: 2920.351074
	Iteration 68Q: 3 clusters Score -388266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -388266.781250 Penalty: 2920.351074
	Iteration 69Q: 3 clusters Score -388266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -388268.468750 Penalty: 2920.351074
	Iteration 70Q: 3 clusters Score -388268.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -388269.218750 Penalty: 2920.351074
	Iteration 71Q: 3 clusters Score -388269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -388271.125000 Penalty: 2920.351074
	Iteration 72Q: 3 clusters Score -388271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -388273.812500 Penalty: 2920.351074
	Iteration 73Q: 3 clusters Score -388273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -388275.156250 Penalty: 2920.351074
	Iteration 74Q: 3 clusters Score -388275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -388276.906250 Penalty: 2920.351074
	Iteration 75Q: 3 clusters Score -388276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -388277.906250 Penalty: 2920.351074
	Iteration 76Q: 3 clusters Score -388277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -388277.875000 Penalty: 2920.351074
	Iteration 77Q: 3 clusters Score -388277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -388279.062500 Penalty: 2920.351074
	Iteration 78Q: 3 clusters Score -388279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -388280.687500 Penalty: 2920.351074
	Iteration 79Q: 3 clusters Score -388280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -388280.812500 Penalty: 2920.351074
	Iteration 80F: 3 clusters Score -388280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -388281.625000 Penalty: 2920.351074
	Iteration 81Q: 3 clusters Score -388281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -388281.625000 Penalty: 2920.351074
	Iteration 82F: 3 clusters Score -388281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (581358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581358 members 
Entering Unmasked Estep 
Score: -27489630.000000 Penalty: 2156.882324
	Iteration 0F: 2 clusters Score -2.748963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290202 members 
Mstep: Class 2 contains 291156 members 
Entering Unmasked Estep 
Score: -27095114.000000 Penalty: 4313.764648
	Iteration 0F: 3 clusters Score -2.709511e+07 nChanged 285887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266803 members 
Mstep: Class 2 contains 314555 members 
Entering Unmasked Estep 
Score: -27273896.000000 Penalty: 4313.764648
	Iteration 1F: 3 clusters Score -2.72739e+07 nChanged 21409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252854 members 
Mstep: Class 2 contains 328504 members 
Entering Unmasked Estep 
Score: -27281278.000000 Penalty: 4313.764648
	Iteration 2Q: 3 clusters Score -2.728128e+07 nChanged 26566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232154 members 
Mstep: Class 2 contains 349204 members 
Entering Unmasked Estep 
Score: -27293110.000000 Penalty: 4313.764648
	Iteration 3Q: 3 clusters Score -2.729311e+07 nChanged 33194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202966 members 
Mstep: Class 2 contains 378392 members 
Entering Unmasked Estep 
Score: -27312144.000000 Penalty: 4313.764648
	Iteration 4F: 3 clusters Score -2.731214e+07 nChanged 40379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 416537 members 
Entering Unmasked Estep 
Score: -27340132.000000 Penalty: 4313.764648
	Iteration 5F: 3 clusters Score -2.734013e+07 nChanged 45513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 461238 members 
Entering Unmasked Estep 
Score: -27377556.000000 Penalty: 4313.764648
	Iteration 6F: 3 clusters Score -2.737756e+07 nChanged 45942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 507010 members 
Entering Unmasked Estep 
Score: -27419996.000000 Penalty: 4313.764648
	Iteration 7F: 3 clusters Score -2.742e+07 nChanged 37286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 544288 members 
Entering Unmasked Estep 
Score: -27454596.000000 Penalty: 4313.764648
	Iteration 8F: 3 clusters Score -2.74546e+07 nChanged 22391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 566679 members 
Entering Unmasked Estep 
Score: -27475466.000000 Penalty: 4313.764648
	Iteration 9Q: 3 clusters Score -2.747547e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 576368 members 
Entering Unmasked Estep 
Score: -27484026.000000 Penalty: 4313.764648
	Iteration 10Q: 3 clusters Score -2.748403e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 579593 members 
Entering Unmasked Estep 
Score: -27486790.000000 Penalty: 4313.764648
	Iteration 11Q: 3 clusters Score -2.748679e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 580519 members 
Entering Unmasked Estep 
Score: -27487460.000000 Penalty: 4313.764648
	Iteration 12Q: 3 clusters Score -2.748746e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 580784 members 
Entering Unmasked Estep 
Score: -27487712.000000 Penalty: 4313.764648
	Iteration 13Q: 3 clusters Score -2.748771e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 580877 members 
Entering Unmasked Estep 
Score: -27487772.000000 Penalty: 4313.764648
	Iteration 14Q: 3 clusters Score -2.748777e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 580917 members 
Entering Unmasked Estep 
Score: -27487798.000000 Penalty: 4313.764648
	Iteration 15Q: 3 clusters Score -2.74878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 580946 members 
Entering Unmasked Estep 
Score: -27487846.000000 Penalty: 4313.764648
	Iteration 16Q: 3 clusters Score -2.748785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 580965 members 
Entering Unmasked Estep 
Score: -27487846.000000 Penalty: 4313.764648
	Iteration 17Q: 3 clusters Score -2.748785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 580978 members 
Entering Unmasked Estep 
Score: -27487864.000000 Penalty: 4313.764648
	Iteration 18Q: 3 clusters Score -2.748786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 580991 members 
Entering Unmasked Estep 
Score: -27487888.000000 Penalty: 4313.764648
	Iteration 19Q: 3 clusters Score -2.748789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 580998 members 
Entering Unmasked Estep 
Score: -27487884.000000 Penalty: 4313.764648
	Iteration 20F: 3 clusters Score -2.748788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 581005 members 
Entering Unmasked Estep 
Score: -27487922.000000 Penalty: 4313.764648
	Iteration 21Q: 3 clusters Score -2.748792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 581010 members 
Entering Unmasked Estep 
Score: -27487910.000000 Penalty: 4313.764648
	Iteration 22Q: 3 clusters Score -2.748791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 581018 members 
Entering Unmasked Estep 
Score: -27487906.000000 Penalty: 4313.764648
	Iteration 23Q: 3 clusters Score -2.748791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 581022 members 
Entering Unmasked Estep 
Score: -27487914.000000 Penalty: 4313.764648
	Iteration 24Q: 3 clusters Score -2.748791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 581024 members 
Entering Unmasked Estep 
Score: -27487902.000000 Penalty: 4313.764648
	Iteration 25Q: 3 clusters Score -2.74879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 581023 members 
Entering Unmasked Estep 
Score: -27487894.000000 Penalty: 4313.764648
	Iteration 26Q: 3 clusters Score -2.748789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 581023 members 
Entering Unmasked Estep 
Score: -27487900.000000 Penalty: 4313.764648
	Iteration 27Q: 3 clusters Score -2.74879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 581023 members 
Entering Unmasked Estep 
Score: -27487900.000000 Penalty: 4313.764648
	Iteration 28F: 3 clusters Score -2.74879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -158587.968750 Penalty: 1314.590820
	Iteration 0F: 2 clusters Score -158588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -155774.218750 Penalty: 2629.181641
	Iteration 0F: 3 clusters Score -155774.2 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -156502.328125 Penalty: 2629.181641
	Iteration 1F: 3 clusters Score -156502.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -156651.984375 Penalty: 2629.181641
	Iteration 2F: 3 clusters Score -156652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -156759.140625 Penalty: 2629.181641
	Iteration 3F: 3 clusters Score -156759.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -156856.625000 Penalty: 2629.181641
	Iteration 4Q: 3 clusters Score -156856.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -156943.546875 Penalty: 2629.181641
	Iteration 5Q: 3 clusters Score -156943.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -157046.343750 Penalty: 2629.181641
	Iteration 6Q: 3 clusters Score -157046.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -157139.328125 Penalty: 2629.181641
	Iteration 7Q: 3 clusters Score -157139.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -157193.937500 Penalty: 2629.181641
	Iteration 8Q: 3 clusters Score -157193.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -157234.015625 Penalty: 2629.181641
	Iteration 9Q: 3 clusters Score -157234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157263.578125 Penalty: 2629.181641
	Iteration 10Q: 3 clusters Score -157263.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -157298.171875 Penalty: 2629.181641
	Iteration 11Q: 3 clusters Score -157298.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -157345.125000 Penalty: 2629.181641
	Iteration 12Q: 3 clusters Score -157345.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -157394.921875 Penalty: 2629.181641
	Iteration 13Q: 3 clusters Score -157394.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -157443.812500 Penalty: 2629.181641
	Iteration 14Q: 3 clusters Score -157443.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -157478.546875 Penalty: 2629.181641
	Iteration 15Q: 3 clusters Score -157478.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -157503.296875 Penalty: 2629.181641
	Iteration 16Q: 3 clusters Score -157503.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -157514.500000 Penalty: 2629.181641
	Iteration 17Q: 3 clusters Score -157514.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -157516.875000 Penalty: 2629.181641
	Iteration 18Q: 3 clusters Score -157516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -157519.765625 Penalty: 2629.181641
	Iteration 19Q: 3 clusters Score -157519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -157522.812500 Penalty: 2629.181641
	Iteration 20F: 3 clusters Score -157522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -157526.234375 Penalty: 2629.181641
	Iteration 21Q: 3 clusters Score -157526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -157529.734375 Penalty: 2629.181641
	Iteration 22Q: 3 clusters Score -157529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -157532.703125 Penalty: 2629.181641
	Iteration 23Q: 3 clusters Score -157532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -157533.671875 Penalty: 2629.181641
	Iteration 24Q: 3 clusters Score -157533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -157535.109375 Penalty: 2629.181641
	Iteration 25Q: 3 clusters Score -157535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -157536.187500 Penalty: 2629.181641
	Iteration 26Q: 3 clusters Score -157536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -157536.468750 Penalty: 2629.181641
	Iteration 27Q: 3 clusters Score -157536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -157536.468750 Penalty: 2629.181641
	Iteration 28F: 3 clusters Score -157536.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -184955.937500 Penalty: 1340.045532
	Iteration 0F: 2 clusters Score -184955.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -181729.640625 Penalty: 2680.091064
	Iteration 0F: 3 clusters Score -181729.6 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -182646.296875 Penalty: 2680.091064
	Iteration 1F: 3 clusters Score -182646.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -182888.578125 Penalty: 2680.091064
	Iteration 2F: 3 clusters Score -182888.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -183066.171875 Penalty: 2680.091064
	Iteration 3F: 3 clusters Score -183066.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -183212.890625 Penalty: 2680.091064
	Iteration 4F: 3 clusters Score -183212.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -183340.968750 Penalty: 2680.091064
	Iteration 5Q: 3 clusters Score -183341 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -183470.312500 Penalty: 2680.091064
	Iteration 6Q: 3 clusters Score -183470.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183580.937500 Penalty: 2680.091064
	Iteration 7Q: 3 clusters Score -183580.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -183652.859375 Penalty: 2680.091064
	Iteration 8Q: 3 clusters Score -183652.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -183701.484375 Penalty: 2680.091064
	Iteration 9Q: 3 clusters Score -183701.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -183739.281250 Penalty: 2680.091064
	Iteration 10Q: 3 clusters Score -183739.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -183763.140625 Penalty: 2680.091064
	Iteration 11Q: 3 clusters Score -183763.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -183777.296875 Penalty: 2680.091064
	Iteration 12Q: 3 clusters Score -183777.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -183784.281250 Penalty: 2680.091064
	Iteration 13Q: 3 clusters Score -183784.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -183790.171875 Penalty: 2680.091064
	Iteration 14Q: 3 clusters Score -183790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -183794.859375 Penalty: 2680.091064
	Iteration 15Q: 3 clusters Score -183794.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -183799.375000 Penalty: 2680.091064
	Iteration 16Q: 3 clusters Score -183799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -183801.765625 Penalty: 2680.091064
	Iteration 17Q: 3 clusters Score -183801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -183801.875000 Penalty: 2680.091064
	Iteration 18Q: 3 clusters Score -183801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -183802.734375 Penalty: 2680.091064
	Iteration 19Q: 3 clusters Score -183802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -183803.218750 Penalty: 2680.091064
	Iteration 20F: 3 clusters Score -183803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -183804.500000 Penalty: 2680.091064
	Iteration 21Q: 3 clusters Score -183804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -183806.718750 Penalty: 2680.091064
	Iteration 22Q: 3 clusters Score -183806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -183808.671875 Penalty: 2680.091064
	Iteration 23Q: 3 clusters Score -183808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183809.984375 Penalty: 2680.091064
	Iteration 24Q: 3 clusters Score -183810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -183811.218750 Penalty: 2680.091064
	Iteration 25Q: 3 clusters Score -183811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -183812.000000 Penalty: 2680.091064
	Iteration 26Q: 3 clusters Score -183812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -183812.875000 Penalty: 2680.091064
	Iteration 27Q: 3 clusters Score -183812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -183814.281250 Penalty: 2680.091064
	Iteration 28Q: 3 clusters Score -183814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -183815.156250 Penalty: 2680.091064
	Iteration 29Q: 3 clusters Score -183815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -183815.687500 Penalty: 2680.091064
	Iteration 30Q: 3 clusters Score -183815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183815.796875 Penalty: 2680.091064
	Iteration 31Q: 3 clusters Score -183815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183815.796875 Penalty: 2680.091064
	Iteration 32F: 3 clusters Score -183815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -261876.593750 Penalty: 1386.206909
	Iteration 0F: 2 clusters Score -261876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -257878.578125 Penalty: 2772.413818
	Iteration 0F: 3 clusters Score -257878.6 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -258896.765625 Penalty: 2772.413818
	Iteration 1F: 3 clusters Score -258896.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -259046.625000 Penalty: 2772.413818
	Iteration 2F: 3 clusters Score -259046.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -259147.625000 Penalty: 2772.413818
	Iteration 3Q: 3 clusters Score -259147.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -259214.531250 Penalty: 2772.413818
	Iteration 4Q: 3 clusters Score -259214.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -259260.328125 Penalty: 2772.413818
	Iteration 5Q: 3 clusters Score -259260.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -259297.562500 Penalty: 2772.413818
	Iteration 6Q: 3 clusters Score -259297.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -259331.968750 Penalty: 2772.413818
	Iteration 7Q: 3 clusters Score -259332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -259364.921875 Penalty: 2772.413818
	Iteration 8Q: 3 clusters Score -259364.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -259395.187500 Penalty: 2772.413818
	Iteration 9Q: 3 clusters Score -259395.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -259427.406250 Penalty: 2772.413818
	Iteration 10Q: 3 clusters Score -259427.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -259451.687500 Penalty: 2772.413818
	Iteration 11Q: 3 clusters Score -259451.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -259470.953125 Penalty: 2772.413818
	Iteration 12Q: 3 clusters Score -259471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -259485.921875 Penalty: 2772.413818
	Iteration 13Q: 3 clusters Score -259485.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -259496.390625 Penalty: 2772.413818
	Iteration 14Q: 3 clusters Score -259496.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -259506.937500 Penalty: 2772.413818
	Iteration 15Q: 3 clusters Score -259506.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -259519.234375 Penalty: 2772.413818
	Iteration 16Q: 3 clusters Score -259519.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -259532.406250 Penalty: 2772.413818
	Iteration 17Q: 3 clusters Score -259532.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -259542.562500 Penalty: 2772.413818
	Iteration 18Q: 3 clusters Score -259542.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -259552.328125 Penalty: 2772.413818
	Iteration 19Q: 3 clusters Score -259552.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -259564.921875 Penalty: 2772.413818
	Iteration 20F: 3 clusters Score -259564.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -259578.656250 Penalty: 2772.413818
	Iteration 21Q: 3 clusters Score -259578.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -259593.765625 Penalty: 2772.413818
	Iteration 22Q: 3 clusters Score -259593.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -259609.390625 Penalty: 2772.413818
	Iteration 23Q: 3 clusters Score -259609.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -259626.265625 Penalty: 2772.413818
	Iteration 24Q: 3 clusters Score -259626.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -259643.750000 Penalty: 2772.413818
	Iteration 25Q: 3 clusters Score -259643.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -259668.437500 Penalty: 2772.413818
	Iteration 26Q: 3 clusters Score -259668.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -259693.859375 Penalty: 2772.413818
	Iteration 27Q: 3 clusters Score -259693.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -259723.687500 Penalty: 2772.413818
	Iteration 28Q: 3 clusters Score -259723.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -259752.015625 Penalty: 2772.413818
	Iteration 29Q: 3 clusters Score -259752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -259782.343750 Penalty: 2772.413818
	Iteration 30Q: 3 clusters Score -259782.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -259825.218750 Penalty: 2772.413818
	Iteration 31Q: 3 clusters Score -259825.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -259878.468750 Penalty: 2772.413818
	Iteration 32Q: 3 clusters Score -259878.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -259935.625000 Penalty: 2772.413818
	Iteration 33Q: 3 clusters Score -259935.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -260012.859375 Penalty: 2772.413818
	Iteration 34Q: 3 clusters Score -260012.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -260106.171875 Penalty: 2772.413818
	Iteration 35Q: 3 clusters Score -260106.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -260193.984375 Penalty: 2772.413818
	Iteration 36Q: 3 clusters Score -260194 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -260272.812500 Penalty: 2772.413818
	Iteration 37Q: 3 clusters Score -260272.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -260341.406250 Penalty: 2772.413818
	Iteration 38Q: 3 clusters Score -260341.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -260400.671875 Penalty: 2772.413818
	Iteration 39Q: 3 clusters Score -260400.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -260446.687500 Penalty: 2772.413818
	Iteration 40F: 3 clusters Score -260446.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -260477.062500 Penalty: 2772.413818
	Iteration 41Q: 3 clusters Score -260477.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -260494.671875 Penalty: 2772.413818
	Iteration 42Q: 3 clusters Score -260494.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -260509.921875 Penalty: 2772.413818
	Iteration 43Q: 3 clusters Score -260509.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -260532.031250 Penalty: 2772.413818
	Iteration 44Q: 3 clusters Score -260532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -260547.562500 Penalty: 2772.413818
	Iteration 45Q: 3 clusters Score -260547.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -260562.531250 Penalty: 2772.413818
	Iteration 46Q: 3 clusters Score -260562.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -260577.750000 Penalty: 2772.413818
	Iteration 47Q: 3 clusters Score -260577.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -260589.125000 Penalty: 2772.413818
	Iteration 48Q: 3 clusters Score -260589.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -260598.453125 Penalty: 2772.413818
	Iteration 49Q: 3 clusters Score -260598.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -260606.578125 Penalty: 2772.413818
	Iteration 50Q: 3 clusters Score -260606.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -260622.875000 Penalty: 2772.413818
	Iteration 51Q: 3 clusters Score -260622.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -260638.015625 Penalty: 2772.413818
	Iteration 52Q: 3 clusters Score -260638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -260646.000000 Penalty: 2772.413818
	Iteration 53Q: 3 clusters Score -260646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -260650.406250 Penalty: 2772.413818
	Iteration 54Q: 3 clusters Score -260650.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -260654.515625 Penalty: 2772.413818
	Iteration 55Q: 3 clusters Score -260654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -260660.218750 Penalty: 2772.413818
	Iteration 56Q: 3 clusters Score -260660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -260667.843750 Penalty: 2772.413818
	Iteration 57Q: 3 clusters Score -260667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -260677.968750 Penalty: 2772.413818
	Iteration 58Q: 3 clusters Score -260678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -260691.437500 Penalty: 2772.413818
	Iteration 59Q: 3 clusters Score -260691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -260698.593750 Penalty: 2772.413818
	Iteration 60F: 3 clusters Score -260698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -260703.359375 Penalty: 2772.413818
	Iteration 61Q: 3 clusters Score -260703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -260709.812500 Penalty: 2772.413818
	Iteration 62Q: 3 clusters Score -260709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -260711.968750 Penalty: 2772.413818
	Iteration 63Q: 3 clusters Score -260712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -260712.796875 Penalty: 2772.413818
	Iteration 64Q: 3 clusters Score -260712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -260712.796875 Penalty: 2772.413818
	Iteration 65F: 3 clusters Score -260712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -220938.250000 Penalty: 1385.370972
	Iteration 0F: 2 clusters Score -220938.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -216951.015625 Penalty: 2770.741943
	Iteration 0F: 3 clusters Score -216951 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -218114.812500 Penalty: 2770.741943
	Iteration 1F: 3 clusters Score -218114.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -218392.265625 Penalty: 2770.741943
	Iteration 2F: 3 clusters Score -218392.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -218615.125000 Penalty: 2770.741943
	Iteration 3F: 3 clusters Score -218615.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -218824.203125 Penalty: 2770.741943
	Iteration 4F: 3 clusters Score -218824.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -218998.187500 Penalty: 2770.741943
	Iteration 5F: 3 clusters Score -218998.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -219121.953125 Penalty: 2770.741943
	Iteration 6Q: 3 clusters Score -219122 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -219223.375000 Penalty: 2770.741943
	Iteration 7Q: 3 clusters Score -219223.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -219315.078125 Penalty: 2770.741943
	Iteration 8Q: 3 clusters Score -219315.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -219387.140625 Penalty: 2770.741943
	Iteration 9Q: 3 clusters Score -219387.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -219449.953125 Penalty: 2770.741943
	Iteration 10Q: 3 clusters Score -219450 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -219502.859375 Penalty: 2770.741943
	Iteration 11Q: 3 clusters Score -219502.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -219551.015625 Penalty: 2770.741943
	Iteration 12Q: 3 clusters Score -219551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -219596.453125 Penalty: 2770.741943
	Iteration 13Q: 3 clusters Score -219596.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -219648.015625 Penalty: 2770.741943
	Iteration 14Q: 3 clusters Score -219648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -219694.343750 Penalty: 2770.741943
	Iteration 15Q: 3 clusters Score -219694.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -219726.796875 Penalty: 2770.741943
	Iteration 16Q: 3 clusters Score -219726.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -219761.015625 Penalty: 2770.741943
	Iteration 17Q: 3 clusters Score -219761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -219798.359375 Penalty: 2770.741943
	Iteration 18Q: 3 clusters Score -219798.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -219829.781250 Penalty: 2770.741943
	Iteration 19Q: 3 clusters Score -219829.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -219858.015625 Penalty: 2770.741943
	Iteration 20F: 3 clusters Score -219858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -219880.812500 Penalty: 2770.741943
	Iteration 21Q: 3 clusters Score -219880.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -219905.468750 Penalty: 2770.741943
	Iteration 22Q: 3 clusters Score -219905.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -219934.468750 Penalty: 2770.741943
	Iteration 23Q: 3 clusters Score -219934.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -219951.156250 Penalty: 2770.741943
	Iteration 24Q: 3 clusters Score -219951.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -219965.812500 Penalty: 2770.741943
	Iteration 25Q: 3 clusters Score -219965.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -219976.484375 Penalty: 2770.741943
	Iteration 26Q: 3 clusters Score -219976.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -219988.765625 Penalty: 2770.741943
	Iteration 27Q: 3 clusters Score -219988.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -220000.031250 Penalty: 2770.741943
	Iteration 28Q: 3 clusters Score -220000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -220012.109375 Penalty: 2770.741943
	Iteration 29Q: 3 clusters Score -220012.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -220025.875000 Penalty: 2770.741943
	Iteration 30Q: 3 clusters Score -220025.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -220034.359375 Penalty: 2770.741943
	Iteration 31Q: 3 clusters Score -220034.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -220043.968750 Penalty: 2770.741943
	Iteration 32Q: 3 clusters Score -220044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -220049.484375 Penalty: 2770.741943
	Iteration 33Q: 3 clusters Score -220049.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -220054.843750 Penalty: 2770.741943
	Iteration 34Q: 3 clusters Score -220054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -220062.312500 Penalty: 2770.741943
	Iteration 35Q: 3 clusters Score -220062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -220066.843750 Penalty: 2770.741943
	Iteration 36Q: 3 clusters Score -220066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -220069.125000 Penalty: 2770.741943
	Iteration 37Q: 3 clusters Score -220069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -220070.687500 Penalty: 2770.741943
	Iteration 38Q: 3 clusters Score -220070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -220072.703125 Penalty: 2770.741943
	Iteration 39Q: 3 clusters Score -220072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -220073.750000 Penalty: 2770.741943
	Iteration 40F: 3 clusters Score -220073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13587 members 
Mstep: Class 3 contains 10543 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 66260 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 4855 members 
Mstep: Class 9 contains 9676 members 
Mstep: Class 11 contains 60128 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 15 contains 581358 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 20 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529372.000000 Penalty: 35363.035156
Iteration 119Q: 17 clusters Score -3.752937e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 3 contains 10545 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66251 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 11 contains 60121 members 
Mstep: Class 12 contains 7741 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 15 contains 581426 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 20 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529372.000000 Penalty: 35363.035156
Iteration 120F: 17 clusters Score -3.752937e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13537 members 
Mstep: Class 3 contains 10548 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66244 members 
Mstep: Class 6 contains 22891 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 9 contains 9727 members 
Mstep: Class 11 contains 60115 members 
Mstep: Class 12 contains 7720 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 15 contains 581495 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 20 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529368.000000 Penalty: 35363.035156
Iteration 121Q: 17 clusters Score -3.752937e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13518 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66234 members 
Mstep: Class 6 contains 22883 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 9 contains 9740 members 
Mstep: Class 11 contains 60107 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 15 contains 581562 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 3811 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 20 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529344.000000 Penalty: 35363.035156
Iteration 122Q: 17 clusters Score -3.752934e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13503 members 
Mstep: Class 3 contains 10555 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66222 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 11 contains 60100 members 
Mstep: Class 12 contains 7696 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 15 contains 581624 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 20 contains 5043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529356.000000 Penalty: 35363.035156
Iteration 123Q: 17 clusters Score -3.752936e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 10559 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66213 members 
Mstep: Class 6 contains 22862 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 9770 members 
Mstep: Class 11 contains 60098 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 15 contains 581667 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 20 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529372.000000 Penalty: 35363.035156
Iteration 124Q: 17 clusters Score -3.752937e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13477 members 
Mstep: Class 3 contains 10562 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66210 members 
Mstep: Class 6 contains 22853 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 9787 members 
Mstep: Class 11 contains 60096 members 
Mstep: Class 12 contains 7686 members 
Mstep: Class 13 contains 7986 members 
Mstep: Class 15 contains 581697 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4931 members 
Mstep: Class 20 contains 5043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529396.000000 Penalty: 35363.035156
Iteration 125Q: 17 clusters Score -3.75294e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13453 members 
Mstep: Class 3 contains 10567 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66207 members 
Mstep: Class 6 contains 22848 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 9813 members 
Mstep: Class 11 contains 60094 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 7980 members 
Mstep: Class 15 contains 581737 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 20 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529460.000000 Penalty: 35363.035156
Iteration 126Q: 17 clusters Score -3.752946e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13420 members 
Mstep: Class 3 contains 10572 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66200 members 
Mstep: Class 6 contains 22844 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 9836 members 
Mstep: Class 11 contains 60093 members 
Mstep: Class 12 contains 7675 members 
Mstep: Class 13 contains 7976 members 
Mstep: Class 15 contains 581771 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 20 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529484.000000 Penalty: 35363.035156
Iteration 127Q: 17 clusters Score -3.752948e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13376 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66195 members 
Mstep: Class 6 contains 22839 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 9871 members 
Mstep: Class 11 contains 60093 members 
Mstep: Class 12 contains 7665 members 
Mstep: Class 13 contains 7975 members 
Mstep: Class 15 contains 581802 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 20 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529452.000000 Penalty: 35363.035156
Iteration 128Q: 17 clusters Score -3.752945e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13337 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66192 members 
Mstep: Class 6 contains 22834 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 9 contains 9896 members 
Mstep: Class 11 contains 60088 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 15 contains 581834 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 20 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529440.000000 Penalty: 35363.035156
Iteration 129Q: 17 clusters Score -3.752944e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13303 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66190 members 
Mstep: Class 6 contains 22831 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 9 contains 9924 members 
Mstep: Class 11 contains 60085 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 7969 members 
Mstep: Class 15 contains 581855 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4862 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529416.000000 Penalty: 35363.035156
Iteration 130Q: 17 clusters Score -3.752942e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13249 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66186 members 
Mstep: Class 6 contains 22829 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 9 contains 9956 members 
Mstep: Class 11 contains 60083 members 
Mstep: Class 12 contains 7661 members 
Mstep: Class 13 contains 7962 members 
Mstep: Class 15 contains 581899 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4853 members 
Mstep: Class 20 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529392.000000 Penalty: 35363.035156
Iteration 131Q: 17 clusters Score -3.752939e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13198 members 
Mstep: Class 3 contains 10575 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66182 members 
Mstep: Class 6 contains 22826 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 9 contains 9996 members 
Mstep: Class 11 contains 60082 members 
Mstep: Class 12 contains 7660 members 
Mstep: Class 13 contains 7958 members 
Mstep: Class 15 contains 581923 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529384.000000 Penalty: 35363.035156
Iteration 132Q: 17 clusters Score -3.752938e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13151 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66177 members 
Mstep: Class 6 contains 22823 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 11 contains 60080 members 
Mstep: Class 12 contains 7660 members 
Mstep: Class 13 contains 7958 members 
Mstep: Class 15 contains 581932 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 20 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529420.000000 Penalty: 35363.035156
Iteration 133Q: 17 clusters Score -3.752942e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13110 members 
Mstep: Class 3 contains 10577 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66174 members 
Mstep: Class 6 contains 22821 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 9 contains 10055 members 
Mstep: Class 11 contains 60076 members 
Mstep: Class 12 contains 7656 members 
Mstep: Class 13 contains 7959 members 
Mstep: Class 15 contains 581954 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4831 members 
Mstep: Class 20 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529444.000000 Penalty: 35363.035156
Iteration 134Q: 17 clusters Score -3.752944e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13067 members 
Mstep: Class 3 contains 10577 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66169 members 
Mstep: Class 6 contains 22816 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 11 contains 60074 members 
Mstep: Class 12 contains 7650 members 
Mstep: Class 13 contains 7957 members 
Mstep: Class 15 contains 581982 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 20 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529460.000000 Penalty: 35363.035156
Iteration 135Q: 17 clusters Score -3.752946e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13032 members 
Mstep: Class 3 contains 10577 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 66169 members 
Mstep: Class 6 contains 22815 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 9 contains 10121 members 
Mstep: Class 11 contains 60072 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 7955 members 
Mstep: Class 15 contains 581990 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 20 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529480.000000 Penalty: 35363.035156
Iteration 136Q: 17 clusters Score -3.752948e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 66171 members 
Mstep: Class 6 contains 22812 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 9 contains 10156 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7953 members 
Mstep: Class 15 contains 582011 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 20 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529536.000000 Penalty: 35363.035156
Iteration 137Q: 17 clusters Score -3.752954e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 10580 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 66173 members 
Mstep: Class 6 contains 22811 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 9 contains 10201 members 
Mstep: Class 11 contains 60069 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 15 contains 582012 members 
Mstep: Class 16 contains 3239 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 20 contains 5172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529524.000000 Penalty: 35363.035156
Iteration 138Q: 17 clusters Score -3.752952e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 10583 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66170 members 
Mstep: Class 6 contains 22810 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 9 contains 10234 members 
Mstep: Class 11 contains 60065 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 15 contains 582023 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 20 contains 5174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529560.000000 Penalty: 35363.035156
Iteration 139Q: 17 clusters Score -3.752956e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12859 members 
Mstep: Class 3 contains 10583 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66170 members 
Mstep: Class 6 contains 22810 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 11 contains 60064 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 15 contains 582024 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 20 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529624.000000 Penalty: 35363.035156
Iteration 140F: 17 clusters Score -3.752962e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12831 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66172 members 
Mstep: Class 6 contains 22807 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10304 members 
Mstep: Class 11 contains 60061 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 15 contains 582021 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 20 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529608.000000 Penalty: 35363.035156
Iteration 141Q: 17 clusters Score -3.752961e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12784 members 
Mstep: Class 3 contains 10589 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66171 members 
Mstep: Class 6 contains 22805 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 9 contains 10341 members 
Mstep: Class 11 contains 60059 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7951 members 
Mstep: Class 15 contains 582044 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4768 members 
Mstep: Class 20 contains 5192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529612.000000 Penalty: 35363.035156
Iteration 142Q: 17 clusters Score -3.752961e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12734 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66169 members 
Mstep: Class 6 contains 22805 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 11 contains 60057 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7948 members 
Mstep: Class 15 contains 582070 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4756 members 
Mstep: Class 20 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529568.000000 Penalty: 35363.035156
Iteration 143Q: 17 clusters Score -3.752957e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66168 members 
Mstep: Class 6 contains 22804 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10409 members 
Mstep: Class 11 contains 60054 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7947 members 
Mstep: Class 15 contains 582093 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 20 contains 5220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529536.000000 Penalty: 35363.035156
Iteration 144Q: 17 clusters Score -3.752954e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12634 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66164 members 
Mstep: Class 6 contains 22803 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 11 contains 60053 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7942 members 
Mstep: Class 15 contains 582112 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 20 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529612.000000 Penalty: 35363.035156
Iteration 145Q: 17 clusters Score -3.752961e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12568 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 66161 members 
Mstep: Class 6 contains 22800 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 11 contains 60053 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 15 contains 582141 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4723 members 
Mstep: Class 20 contains 5242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529556.000000 Penalty: 35363.035156
Iteration 146Q: 17 clusters Score -3.752956e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12520 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 66163 members 
Mstep: Class 6 contains 22798 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 10535 members 
Mstep: Class 11 contains 60052 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7938 members 
Mstep: Class 15 contains 582151 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4712 members 
Mstep: Class 20 contains 5246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529552.000000 Penalty: 35363.035156
Iteration 147Q: 17 clusters Score -3.752955e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12479 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 66160 members 
Mstep: Class 6 contains 22797 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 9 contains 10576 members 
Mstep: Class 11 contains 60050 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 15 contains 582162 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4703 members 
Mstep: Class 20 contains 5249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529576.000000 Penalty: 35363.035156
Iteration 148Q: 17 clusters Score -3.752958e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 66154 members 
Mstep: Class 6 contains 22797 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 9 contains 10618 members 
Mstep: Class 11 contains 60050 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 15 contains 582175 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4702 members 
Mstep: Class 20 contains 5254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529620.000000 Penalty: 35363.035156
Iteration 149Q: 17 clusters Score -3.752962e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 66148 members 
Mstep: Class 6 contains 22796 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 11 contains 60049 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 15 contains 582174 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529608.000000 Penalty: 35363.035156
Iteration 150Q: 17 clusters Score -3.752961e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12339 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 66145 members 
Mstep: Class 6 contains 22794 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 11 contains 60048 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 15 contains 582179 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 20 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529616.000000 Penalty: 35363.035156
Iteration 151Q: 17 clusters Score -3.752962e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12277 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 66143 members 
Mstep: Class 6 contains 22792 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10756 members 
Mstep: Class 11 contains 60048 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 15 contains 582184 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4676 members 
Mstep: Class 20 contains 5295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529612.000000 Penalty: 35363.035156
Iteration 152Q: 17 clusters Score -3.752961e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 66141 members 
Mstep: Class 6 contains 22792 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 15 contains 582189 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4673 members 
Mstep: Class 20 contains 5308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529636.000000 Penalty: 35363.035156
Iteration 153Q: 17 clusters Score -3.752964e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12145 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 66140 members 
Mstep: Class 6 contains 22791 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 11 contains 60043 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 15 contains 582202 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 20 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529624.000000 Penalty: 35363.035156
Iteration 154Q: 17 clusters Score -3.752962e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 10592 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 66136 members 
Mstep: Class 6 contains 22791 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 11 contains 60042 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 15 contains 582215 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 20 contains 5338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529680.000000 Penalty: 35363.035156
Iteration 155Q: 17 clusters Score -3.752968e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 10592 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 66125 members 
Mstep: Class 6 contains 22792 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10932 members 
Mstep: Class 11 contains 60042 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 15 contains 582231 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4670 members 
Mstep: Class 20 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529684.000000 Penalty: 35363.035156
Iteration 156Q: 17 clusters Score -3.752968e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 10592 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 66117 members 
Mstep: Class 6 contains 22789 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 10977 members 
Mstep: Class 11 contains 60042 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 15 contains 582244 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 20 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529708.000000 Penalty: 35363.035156
Iteration 157Q: 17 clusters Score -3.752971e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 10592 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 66113 members 
Mstep: Class 6 contains 22787 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 11 contains 60041 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 15 contains 582247 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4669 members 
Mstep: Class 20 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529708.000000 Penalty: 35363.035156
Iteration 158Q: 17 clusters Score -3.752971e+07 nChanged 132
Entering ConstructFrom: 
Score: -37529708.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -52510.355469 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -52510.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -51001.941406 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -51001.94 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -51285.707031 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -51285.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -51368.523438 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -51368.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -51431.558594 Penalty: 2287.033936
	Iteration 3Q: 3 clusters Score -51431.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -51468.425781 Penalty: 2287.033936
	Iteration 4Q: 3 clusters Score -51468.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -51488.046875 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -51488.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -51495.468750 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -51495.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -51501.859375 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -51501.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -51506.664062 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -51506.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -51509.546875 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -51509.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -51513.800781 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -51513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -51519.156250 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -51519.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -51528.820312 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -51528.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -51541.617188 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -51541.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -51547.082031 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -51547.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -51551.050781 Penalty: 2287.033936
	Iteration 15Q: 3 clusters Score -51551.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -51555.445312 Penalty: 2287.033936
	Iteration 16Q: 3 clusters Score -51555.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -51562.265625 Penalty: 2287.033936
	Iteration 17Q: 3 clusters Score -51562.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -51566.566406 Penalty: 2287.033936
	Iteration 18Q: 3 clusters Score -51566.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -51568.628906 Penalty: 2287.033936
	Iteration 19Q: 3 clusters Score -51568.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -51570.867188 Penalty: 2287.033936
	Iteration 20F: 3 clusters Score -51570.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -51572.105469 Penalty: 2287.033936
	Iteration 21Q: 3 clusters Score -51572.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -51573.406250 Penalty: 2287.033936
	Iteration 22Q: 3 clusters Score -51573.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -51574.187500 Penalty: 2287.033936
	Iteration 23Q: 3 clusters Score -51574.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -51575.011719 Penalty: 2287.033936
	Iteration 24Q: 3 clusters Score -51575.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -51575.710938 Penalty: 2287.033936
	Iteration 25Q: 3 clusters Score -51575.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -51575.710938 Penalty: 2287.033936
	Iteration 26F: 3 clusters Score -51575.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Entering Unmasked Estep 
Score: -560961.312500 Penalty: 1524.126343
	Iteration 0F: 2 clusters Score -560961.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -552716.562500 Penalty: 3048.252686
	Iteration 0F: 3 clusters Score -552716.6 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -555530.812500 Penalty: 3048.252686
	Iteration 1F: 3 clusters Score -555530.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -555846.125000 Penalty: 3048.252686
	Iteration 2F: 3 clusters Score -555846.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -556153.437500 Penalty: 3048.252686
	Iteration 3F: 3 clusters Score -556153.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -556500.500000 Penalty: 3048.252686
	Iteration 4F: 3 clusters Score -556500.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -556905.875000 Penalty: 3048.252686
	Iteration 5F: 3 clusters Score -556905.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -557412.875000 Penalty: 3048.252686
	Iteration 6F: 3 clusters Score -557412.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -557961.812500 Penalty: 3048.252686
	Iteration 7F: 3 clusters Score -557961.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -558390.937500 Penalty: 3048.252686
	Iteration 8Q: 3 clusters Score -558390.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -558725.687500 Penalty: 3048.252686
	Iteration 9Q: 3 clusters Score -558725.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -558967.062500 Penalty: 3048.252686
	Iteration 10Q: 3 clusters Score -558967.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -559126.500000 Penalty: 3048.252686
	Iteration 11Q: 3 clusters Score -559126.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -559253.437500 Penalty: 3048.252686
	Iteration 12Q: 3 clusters Score -559253.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -559346.687500 Penalty: 3048.252686
	Iteration 13Q: 3 clusters Score -559346.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -559415.187500 Penalty: 3048.252686
	Iteration 14Q: 3 clusters Score -559415.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -559461.937500 Penalty: 3048.252686
	Iteration 15Q: 3 clusters Score -559461.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -559505.812500 Penalty: 3048.252686
	Iteration 16Q: 3 clusters Score -559505.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -559560.187500 Penalty: 3048.252686
	Iteration 17Q: 3 clusters Score -559560.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -559601.187500 Penalty: 3048.252686
	Iteration 18Q: 3 clusters Score -559601.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -559636.687500 Penalty: 3048.252686
	Iteration 19Q: 3 clusters Score -559636.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -559656.125000 Penalty: 3048.252686
	Iteration 20F: 3 clusters Score -559656.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -559670.937500 Penalty: 3048.252686
	Iteration 21Q: 3 clusters Score -559670.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -559684.312500 Penalty: 3048.252686
	Iteration 22Q: 3 clusters Score -559684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -559690.625000 Penalty: 3048.252686
	Iteration 23Q: 3 clusters Score -559690.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -559702.000000 Penalty: 3048.252686
	Iteration 24Q: 3 clusters Score -559702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -559711.875000 Penalty: 3048.252686
	Iteration 25Q: 3 clusters Score -559711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -559719.187500 Penalty: 3048.252686
	Iteration 26Q: 3 clusters Score -559719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -559722.125000 Penalty: 3048.252686
	Iteration 27Q: 3 clusters Score -559722.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -559724.125000 Penalty: 3048.252686
	Iteration 28Q: 3 clusters Score -559724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -559728.187500 Penalty: 3048.252686
	Iteration 29Q: 3 clusters Score -559728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -559729.250000 Penalty: 3048.252686
	Iteration 30Q: 3 clusters Score -559729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -559732.437500 Penalty: 3048.252686
	Iteration 31Q: 3 clusters Score -559732.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -559739.125000 Penalty: 3048.252686
	Iteration 32Q: 3 clusters Score -559739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -559744.250000 Penalty: 3048.252686
	Iteration 33Q: 3 clusters Score -559744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -559748.312500 Penalty: 3048.252686
	Iteration 34Q: 3 clusters Score -559748.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -559754.187500 Penalty: 3048.252686
	Iteration 35Q: 3 clusters Score -559754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -559759.187500 Penalty: 3048.252686
	Iteration 36Q: 3 clusters Score -559759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -559761.875000 Penalty: 3048.252686
	Iteration 37Q: 3 clusters Score -559761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -559766.375000 Penalty: 3048.252686
	Iteration 38Q: 3 clusters Score -559766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -559769.375000 Penalty: 3048.252686
	Iteration 39Q: 3 clusters Score -559769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -559771.812500 Penalty: 3048.252686
	Iteration 40F: 3 clusters Score -559771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -559773.875000 Penalty: 3048.252686
	Iteration 41Q: 3 clusters Score -559773.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -559774.437500 Penalty: 3048.252686
	Iteration 42Q: 3 clusters Score -559774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -559775.250000 Penalty: 3048.252686
	Iteration 43Q: 3 clusters Score -559775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -559776.562500 Penalty: 3048.252686
	Iteration 44Q: 3 clusters Score -559776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -559777.250000 Penalty: 3048.252686
	Iteration 45Q: 3 clusters Score -559777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -559778.312500 Penalty: 3048.252686
	Iteration 46Q: 3 clusters Score -559778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -559779.375000 Penalty: 3048.252686
	Iteration 47Q: 3 clusters Score -559779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -559781.812500 Penalty: 3048.252686
	Iteration 48Q: 3 clusters Score -559781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -559784.500000 Penalty: 3048.252686
	Iteration 49Q: 3 clusters Score -559784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -559785.875000 Penalty: 3048.252686
	Iteration 50Q: 3 clusters Score -559785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -559786.812500 Penalty: 3048.252686
	Iteration 51Q: 3 clusters Score -559786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -559787.750000 Penalty: 3048.252686
	Iteration 52Q: 3 clusters Score -559787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -559787.750000 Penalty: 3048.252686
	Iteration 53F: 3 clusters Score -559787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -522547.312500 Penalty: 1506.010986
	Iteration 0F: 2 clusters Score -522547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -514962.343750 Penalty: 3012.021973
	Iteration 0F: 3 clusters Score -514962.3 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -517514.093750 Penalty: 3012.021973
	Iteration 1F: 3 clusters Score -517514.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -517820.562500 Penalty: 3012.021973
	Iteration 2F: 3 clusters Score -517820.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -518083.250000 Penalty: 3012.021973
	Iteration 3F: 3 clusters Score -518083.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -518308.343750 Penalty: 3012.021973
	Iteration 4Q: 3 clusters Score -518308.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -518521.875000 Penalty: 3012.021973
	Iteration 5Q: 3 clusters Score -518521.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -518784.343750 Penalty: 3012.021973
	Iteration 6Q: 3 clusters Score -518784.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -519064.500000 Penalty: 3012.021973
	Iteration 7Q: 3 clusters Score -519064.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -519352.156250 Penalty: 3012.021973
	Iteration 8Q: 3 clusters Score -519352.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -519647.375000 Penalty: 3012.021973
	Iteration 9Q: 3 clusters Score -519647.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -519870.500000 Penalty: 3012.021973
	Iteration 10Q: 3 clusters Score -519870.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -520027.812500 Penalty: 3012.021973
	Iteration 11Q: 3 clusters Score -520027.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -520142.093750 Penalty: 3012.021973
	Iteration 12Q: 3 clusters Score -520142.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -520222.062500 Penalty: 3012.021973
	Iteration 13Q: 3 clusters Score -520222.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -520265.375000 Penalty: 3012.021973
	Iteration 14Q: 3 clusters Score -520265.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -520293.656250 Penalty: 3012.021973
	Iteration 15Q: 3 clusters Score -520293.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -520314.562500 Penalty: 3012.021973
	Iteration 16Q: 3 clusters Score -520314.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -520330.812500 Penalty: 3012.021973
	Iteration 17Q: 3 clusters Score -520330.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -520347.093750 Penalty: 3012.021973
	Iteration 18Q: 3 clusters Score -520347.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -520360.968750 Penalty: 3012.021973
	Iteration 19Q: 3 clusters Score -520361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -520371.843750 Penalty: 3012.021973
	Iteration 20F: 3 clusters Score -520371.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -520380.312500 Penalty: 3012.021973
	Iteration 21Q: 3 clusters Score -520380.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -520386.187500 Penalty: 3012.021973
	Iteration 22Q: 3 clusters Score -520386.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -520395.843750 Penalty: 3012.021973
	Iteration 23Q: 3 clusters Score -520395.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -520406.343750 Penalty: 3012.021973
	Iteration 24Q: 3 clusters Score -520406.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -520420.718750 Penalty: 3012.021973
	Iteration 25Q: 3 clusters Score -520420.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -520435.312500 Penalty: 3012.021973
	Iteration 26Q: 3 clusters Score -520435.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -520449.843750 Penalty: 3012.021973
	Iteration 27Q: 3 clusters Score -520449.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -520462.625000 Penalty: 3012.021973
	Iteration 28Q: 3 clusters Score -520462.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -520480.406250 Penalty: 3012.021973
	Iteration 29Q: 3 clusters Score -520480.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -520503.281250 Penalty: 3012.021973
	Iteration 30Q: 3 clusters Score -520503.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -520527.750000 Penalty: 3012.021973
	Iteration 31Q: 3 clusters Score -520527.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -520561.343750 Penalty: 3012.021973
	Iteration 32Q: 3 clusters Score -520561.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -520601.343750 Penalty: 3012.021973
	Iteration 33Q: 3 clusters Score -520601.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -520654.468750 Penalty: 3012.021973
	Iteration 34Q: 3 clusters Score -520654.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -520710.531250 Penalty: 3012.021973
	Iteration 35Q: 3 clusters Score -520710.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -520769.031250 Penalty: 3012.021973
	Iteration 36Q: 3 clusters Score -520769 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -520820.843750 Penalty: 3012.021973
	Iteration 37Q: 3 clusters Score -520820.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -520861.125000 Penalty: 3012.021973
	Iteration 38Q: 3 clusters Score -520861.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -520888.625000 Penalty: 3012.021973
	Iteration 39Q: 3 clusters Score -520888.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -520922.500000 Penalty: 3012.021973
	Iteration 40F: 3 clusters Score -520922.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -520963.968750 Penalty: 3012.021973
	Iteration 41Q: 3 clusters Score -520964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -521001.562500 Penalty: 3012.021973
	Iteration 42Q: 3 clusters Score -521001.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -521022.750000 Penalty: 3012.021973
	Iteration 43Q: 3 clusters Score -521022.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -521041.937500 Penalty: 3012.021973
	Iteration 44Q: 3 clusters Score -521041.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -521053.250000 Penalty: 3012.021973
	Iteration 45Q: 3 clusters Score -521053.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -521065.250000 Penalty: 3012.021973
	Iteration 46Q: 3 clusters Score -521065.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -521076.562500 Penalty: 3012.021973
	Iteration 47Q: 3 clusters Score -521076.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -521084.125000 Penalty: 3012.021973
	Iteration 48Q: 3 clusters Score -521084.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -521091.843750 Penalty: 3012.021973
	Iteration 49Q: 3 clusters Score -521091.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -521099.125000 Penalty: 3012.021973
	Iteration 50Q: 3 clusters Score -521099.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -521108.000000 Penalty: 3012.021973
	Iteration 51Q: 3 clusters Score -521108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -521114.250000 Penalty: 3012.021973
	Iteration 52Q: 3 clusters Score -521114.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -521117.656250 Penalty: 3012.021973
	Iteration 53Q: 3 clusters Score -521117.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -521120.281250 Penalty: 3012.021973
	Iteration 54Q: 3 clusters Score -521120.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -521126.093750 Penalty: 3012.021973
	Iteration 55Q: 3 clusters Score -521126.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -521130.406250 Penalty: 3012.021973
	Iteration 56Q: 3 clusters Score -521130.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -521136.218750 Penalty: 3012.021973
	Iteration 57Q: 3 clusters Score -521136.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -521142.406250 Penalty: 3012.021973
	Iteration 58Q: 3 clusters Score -521142.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -521145.625000 Penalty: 3012.021973
	Iteration 59Q: 3 clusters Score -521145.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -521149.375000 Penalty: 3012.021973
	Iteration 60F: 3 clusters Score -521149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -521151.156250 Penalty: 3012.021973
	Iteration 61Q: 3 clusters Score -521151.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -521156.343750 Penalty: 3012.021973
	Iteration 62Q: 3 clusters Score -521156.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -521161.000000 Penalty: 3012.021973
	Iteration 63Q: 3 clusters Score -521161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -521166.187500 Penalty: 3012.021973
	Iteration 64Q: 3 clusters Score -521166.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -521172.156250 Penalty: 3012.021973
	Iteration 65Q: 3 clusters Score -521172.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -521176.843750 Penalty: 3012.021973
	Iteration 66Q: 3 clusters Score -521176.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -521180.562500 Penalty: 3012.021973
	Iteration 67Q: 3 clusters Score -521180.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -521183.406250 Penalty: 3012.021973
	Iteration 68Q: 3 clusters Score -521183.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -521186.687500 Penalty: 3012.021973
	Iteration 69Q: 3 clusters Score -521186.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -521194.625000 Penalty: 3012.021973
	Iteration 70Q: 3 clusters Score -521194.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -521200.343750 Penalty: 3012.021973
	Iteration 71Q: 3 clusters Score -521200.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -521204.781250 Penalty: 3012.021973
	Iteration 72Q: 3 clusters Score -521204.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -521209.562500 Penalty: 3012.021973
	Iteration 73Q: 3 clusters Score -521209.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -521212.687500 Penalty: 3012.021973
	Iteration 74Q: 3 clusters Score -521212.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -521221.343750 Penalty: 3012.021973
	Iteration 75Q: 3 clusters Score -521221.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -521228.156250 Penalty: 3012.021973
	Iteration 76Q: 3 clusters Score -521228.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -521232.687500 Penalty: 3012.021973
	Iteration 77Q: 3 clusters Score -521232.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -521237.312500 Penalty: 3012.021973
	Iteration 78Q: 3 clusters Score -521237.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -521243.125000 Penalty: 3012.021973
	Iteration 79Q: 3 clusters Score -521243.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -521246.875000 Penalty: 3012.021973
	Iteration 80F: 3 clusters Score -521246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -521252.843750 Penalty: 3012.021973
	Iteration 81Q: 3 clusters Score -521252.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -521259.625000 Penalty: 3012.021973
	Iteration 82Q: 3 clusters Score -521259.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -521264.687500 Penalty: 3012.021973
	Iteration 83Q: 3 clusters Score -521264.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -521269.750000 Penalty: 3012.021973
	Iteration 84Q: 3 clusters Score -521269.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -521275.156250 Penalty: 3012.021973
	Iteration 85Q: 3 clusters Score -521275.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -521278.875000 Penalty: 3012.021973
	Iteration 86Q: 3 clusters Score -521278.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -521284.406250 Penalty: 3012.021973
	Iteration 87Q: 3 clusters Score -521284.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -521288.187500 Penalty: 3012.021973
	Iteration 88Q: 3 clusters Score -521288.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -521292.750000 Penalty: 3012.021973
	Iteration 89Q: 3 clusters Score -521292.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -521295.375000 Penalty: 3012.021973
	Iteration 90Q: 3 clusters Score -521295.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -521299.937500 Penalty: 3012.021973
	Iteration 91Q: 3 clusters Score -521299.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -521303.125000 Penalty: 3012.021973
	Iteration 92Q: 3 clusters Score -521303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -521306.312500 Penalty: 3012.021973
	Iteration 93Q: 3 clusters Score -521306.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -521306.281250 Penalty: 3012.021973
	Iteration 94Q: 3 clusters Score -521306.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -521309.812500 Penalty: 3012.021973
	Iteration 95Q: 3 clusters Score -521309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -521310.718750 Penalty: 3012.021973
	Iteration 96Q: 3 clusters Score -521310.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -521311.750000 Penalty: 3012.021973
	Iteration 97Q: 3 clusters Score -521311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -521311.937500 Penalty: 3012.021973
	Iteration 98Q: 3 clusters Score -521311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -521313.312500 Penalty: 3012.021973
	Iteration 99Q: 3 clusters Score -521313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -521315.093750 Penalty: 3012.021973
	Iteration 100F: 3 clusters Score -521315.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -521316.125000 Penalty: 3012.021973
	Iteration 101Q: 3 clusters Score -521316.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -521317.312500 Penalty: 3012.021973
	Iteration 102Q: 3 clusters Score -521317.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -521322.343750 Penalty: 3012.021973
	Iteration 103Q: 3 clusters Score -521322.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -521323.937500 Penalty: 3012.021973
	Iteration 104Q: 3 clusters Score -521323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -521324.468750 Penalty: 3012.021973
	Iteration 105Q: 3 clusters Score -521324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -521325.687500 Penalty: 3012.021973
	Iteration 106Q: 3 clusters Score -521325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -521328.062500 Penalty: 3012.021973
	Iteration 107Q: 3 clusters Score -521328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -521328.000000 Penalty: 3012.021973
	Iteration 108Q: 3 clusters Score -521328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -521327.968750 Penalty: 3012.021973
	Iteration 109Q: 3 clusters Score -521328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -521329.250000 Penalty: 3012.021973
	Iteration 110Q: 3 clusters Score -521329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -521332.312500 Penalty: 3012.021973
	Iteration 111Q: 3 clusters Score -521332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -521333.375000 Penalty: 3012.021973
	Iteration 112Q: 3 clusters Score -521333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -521333.156250 Penalty: 3012.021973
	Iteration 113Q: 3 clusters Score -521333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -521335.062500 Penalty: 3012.021973
	Iteration 114Q: 3 clusters Score -521335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -521335.500000 Penalty: 3012.021973
	Iteration 115Q: 3 clusters Score -521335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -521337.375000 Penalty: 3012.021973
	Iteration 116Q: 3 clusters Score -521337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -521338.375000 Penalty: 3012.021973
	Iteration 117Q: 3 clusters Score -521338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -521339.875000 Penalty: 3012.021973
	Iteration 118Q: 3 clusters Score -521339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -521343.781250 Penalty: 3012.021973
	Iteration 119Q: 3 clusters Score -521343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -521345.250000 Penalty: 3012.021973
	Iteration 120F: 3 clusters Score -521345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -521346.500000 Penalty: 3012.021973
	Iteration 121Q: 3 clusters Score -521346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -521347.343750 Penalty: 3012.021973
	Iteration 122Q: 3 clusters Score -521347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -521347.000000 Penalty: 3012.021973
	Iteration 123Q: 3 clusters Score -521347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -521347.843750 Penalty: 3012.021973
	Iteration 124Q: 3 clusters Score -521347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -521347.406250 Penalty: 3012.021973
	Iteration 125Q: 3 clusters Score -521347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -521347.500000 Penalty: 3012.021973
	Iteration 126Q: 3 clusters Score -521347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -521347.218750 Penalty: 3012.021973
	Iteration 127Q: 3 clusters Score -521347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -521348.750000 Penalty: 3012.021973
	Iteration 128Q: 3 clusters Score -521348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -521348.156250 Penalty: 3012.021973
	Iteration 129Q: 3 clusters Score -521348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -521347.968750 Penalty: 3012.021973
	Iteration 130Q: 3 clusters Score -521348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -521347.968750 Penalty: 3012.021973
	Iteration 131F: 3 clusters Score -521348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -191840.312500 Penalty: 1335.640503
	Iteration 0F: 2 clusters Score -191840.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -188652.218750 Penalty: 2671.281006
	Iteration 0F: 3 clusters Score -188652.2 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -189433.640625 Penalty: 2671.281006
	Iteration 1F: 3 clusters Score -189433.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -189556.078125 Penalty: 2671.281006
	Iteration 2F: 3 clusters Score -189556.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -189636.437500 Penalty: 2671.281006
	Iteration 3Q: 3 clusters Score -189636.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -189688.781250 Penalty: 2671.281006
	Iteration 4Q: 3 clusters Score -189688.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -189720.437500 Penalty: 2671.281006
	Iteration 5Q: 3 clusters Score -189720.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -189749.984375 Penalty: 2671.281006
	Iteration 6Q: 3 clusters Score -189750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -189774.031250 Penalty: 2671.281006
	Iteration 7Q: 3 clusters Score -189774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -189794.671875 Penalty: 2671.281006
	Iteration 8Q: 3 clusters Score -189794.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -189820.359375 Penalty: 2671.281006
	Iteration 9Q: 3 clusters Score -189820.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -189839.484375 Penalty: 2671.281006
	Iteration 10Q: 3 clusters Score -189839.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -189856.328125 Penalty: 2671.281006
	Iteration 11Q: 3 clusters Score -189856.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -189875.796875 Penalty: 2671.281006
	Iteration 12Q: 3 clusters Score -189875.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -189898.890625 Penalty: 2671.281006
	Iteration 13Q: 3 clusters Score -189898.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -189924.093750 Penalty: 2671.281006
	Iteration 14Q: 3 clusters Score -189924.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -189948.031250 Penalty: 2671.281006
	Iteration 15Q: 3 clusters Score -189948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -189967.578125 Penalty: 2671.281006
	Iteration 16Q: 3 clusters Score -189967.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -189988.250000 Penalty: 2671.281006
	Iteration 17Q: 3 clusters Score -189988.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -190007.265625 Penalty: 2671.281006
	Iteration 18Q: 3 clusters Score -190007.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -190034.156250 Penalty: 2671.281006
	Iteration 19Q: 3 clusters Score -190034.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -190067.625000 Penalty: 2671.281006
	Iteration 20F: 3 clusters Score -190067.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -190102.406250 Penalty: 2671.281006
	Iteration 21Q: 3 clusters Score -190102.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -190151.203125 Penalty: 2671.281006
	Iteration 22Q: 3 clusters Score -190151.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -190198.062500 Penalty: 2671.281006
	Iteration 23Q: 3 clusters Score -190198.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -190255.375000 Penalty: 2671.281006
	Iteration 24Q: 3 clusters Score -190255.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -190314.859375 Penalty: 2671.281006
	Iteration 25Q: 3 clusters Score -190314.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -190394.562500 Penalty: 2671.281006
	Iteration 26Q: 3 clusters Score -190394.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -190451.093750 Penalty: 2671.281006
	Iteration 27Q: 3 clusters Score -190451.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -190490.421875 Penalty: 2671.281006
	Iteration 28Q: 3 clusters Score -190490.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -190517.468750 Penalty: 2671.281006
	Iteration 29Q: 3 clusters Score -190517.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -190540.890625 Penalty: 2671.281006
	Iteration 30Q: 3 clusters Score -190540.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -190561.640625 Penalty: 2671.281006
	Iteration 31Q: 3 clusters Score -190561.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -190578.250000 Penalty: 2671.281006
	Iteration 32Q: 3 clusters Score -190578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -190589.359375 Penalty: 2671.281006
	Iteration 33Q: 3 clusters Score -190589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -190598.343750 Penalty: 2671.281006
	Iteration 34Q: 3 clusters Score -190598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -190600.453125 Penalty: 2671.281006
	Iteration 35Q: 3 clusters Score -190600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -190604.343750 Penalty: 2671.281006
	Iteration 36Q: 3 clusters Score -190604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -190608.421875 Penalty: 2671.281006
	Iteration 37Q: 3 clusters Score -190608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -190614.875000 Penalty: 2671.281006
	Iteration 38Q: 3 clusters Score -190614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -190619.187500 Penalty: 2671.281006
	Iteration 39Q: 3 clusters Score -190619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -190627.453125 Penalty: 2671.281006
	Iteration 40F: 3 clusters Score -190627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -190635.328125 Penalty: 2671.281006
	Iteration 41Q: 3 clusters Score -190635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -190644.062500 Penalty: 2671.281006
	Iteration 42Q: 3 clusters Score -190644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -190653.687500 Penalty: 2671.281006
	Iteration 43Q: 3 clusters Score -190653.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -190662.343750 Penalty: 2671.281006
	Iteration 44Q: 3 clusters Score -190662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -190664.906250 Penalty: 2671.281006
	Iteration 45Q: 3 clusters Score -190664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -190665.625000 Penalty: 2671.281006
	Iteration 46Q: 3 clusters Score -190665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -190666.734375 Penalty: 2671.281006
	Iteration 47Q: 3 clusters Score -190666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -190666.734375 Penalty: 2671.281006
	Iteration 48F: 3 clusters Score -190666.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66108 members 
Entering Unmasked Estep 
Score: -3238600.250000 Penalty: 1803.594727
	Iteration 0F: 2 clusters Score -3238600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -3194536.250000 Penalty: 3607.189453
	Iteration 0F: 3 clusters Score -3194536 nChanged 31171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -3212199.000000 Penalty: 3607.189453
	Iteration 1F: 3 clusters Score -3212199 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3212979.000000 Penalty: 3607.189453
	Iteration 2Q: 3 clusters Score -3212979 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3214116.750000 Penalty: 3607.189453
	Iteration 3Q: 3 clusters Score -3214117 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3215688.750000 Penalty: 3607.189453
	Iteration 4Q: 3 clusters Score -3215689 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3218033.000000 Penalty: 3607.189453
	Iteration 5F: 3 clusters Score -3218033 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3221221.750000 Penalty: 3607.189453
	Iteration 6F: 3 clusters Score -3221222 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3225014.750000 Penalty: 3607.189453
	Iteration 7F: 3 clusters Score -3225015 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3228678.500000 Penalty: 3607.189453
	Iteration 8F: 3 clusters Score -3228678 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3231293.250000 Penalty: 3607.189453
	Iteration 9Q: 3 clusters Score -3231293 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3232902.000000 Penalty: 3607.189453
	Iteration 10Q: 3 clusters Score -3232902 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3233984.750000 Penalty: 3607.189453
	Iteration 11Q: 3 clusters Score -3233985 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3234742.250000 Penalty: 3607.189453
	Iteration 12Q: 3 clusters Score -3234742 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3235311.500000 Penalty: 3607.189453
	Iteration 13Q: 3 clusters Score -3235312 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3235763.250000 Penalty: 3607.189453
	Iteration 14Q: 3 clusters Score -3235763 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3236125.500000 Penalty: 3607.189453
	Iteration 15Q: 3 clusters Score -3236126 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3236384.750000 Penalty: 3607.189453
	Iteration 16Q: 3 clusters Score -3236385 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3236613.000000 Penalty: 3607.189453
	Iteration 17Q: 3 clusters Score -3236613 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3236778.750000 Penalty: 3607.189453
	Iteration 18Q: 3 clusters Score -3236779 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3236891.500000 Penalty: 3607.189453
	Iteration 19Q: 3 clusters Score -3236892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3236963.500000 Penalty: 3607.189453
	Iteration 20F: 3 clusters Score -3236964 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3237008.250000 Penalty: 3607.189453
	Iteration 21Q: 3 clusters Score -3237008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3237064.000000 Penalty: 3607.189453
	Iteration 22Q: 3 clusters Score -3237064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3237089.750000 Penalty: 3607.189453
	Iteration 23Q: 3 clusters Score -3237090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3237128.500000 Penalty: 3607.189453
	Iteration 24Q: 3 clusters Score -3237128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3237149.250000 Penalty: 3607.189453
	Iteration 25Q: 3 clusters Score -3237149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3237166.750000 Penalty: 3607.189453
	Iteration 26Q: 3 clusters Score -3237167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3237187.750000 Penalty: 3607.189453
	Iteration 27Q: 3 clusters Score -3237188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3237187.250000 Penalty: 3607.189453
	Iteration 28Q: 3 clusters Score -3237187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3237197.000000 Penalty: 3607.189453
	Iteration 29Q: 3 clusters Score -3237197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3237206.000000 Penalty: 3607.189453
	Iteration 30Q: 3 clusters Score -3237206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3237203.750000 Penalty: 3607.189453
	Iteration 31Q: 3 clusters Score -3237204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3237207.250000 Penalty: 3607.189453
	Iteration 32Q: 3 clusters Score -3237207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3237206.000000 Penalty: 3607.189453
	Iteration 33Q: 3 clusters Score -3237206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3237207.250000 Penalty: 3607.189453
	Iteration 34Q: 3 clusters Score -3237207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3237202.750000 Penalty: 3607.189453
	Iteration 35Q: 3 clusters Score -3237203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3237202.750000 Penalty: 3607.189453
	Iteration 36F: 3 clusters Score -3237203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Entering Unmasked Estep 
Score: -1107575.875000 Penalty: 1630.480469
	Iteration 0F: 2 clusters Score -1107576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1092071.375000 Penalty: 3260.960938
	Iteration 0F: 3 clusters Score -1092071 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1097718.500000 Penalty: 3260.960938
	Iteration 1F: 3 clusters Score -1097718 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1098238.750000 Penalty: 3260.960938
	Iteration 2F: 3 clusters Score -1098239 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1098931.750000 Penalty: 3260.960938
	Iteration 3F: 3 clusters Score -1098932 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1099856.625000 Penalty: 3260.960938
	Iteration 4F: 3 clusters Score -1099857 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1101093.750000 Penalty: 3260.960938
	Iteration 5F: 3 clusters Score -1101094 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1102469.625000 Penalty: 3260.960938
	Iteration 6F: 3 clusters Score -1102470 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1103776.250000 Penalty: 3260.960938
	Iteration 7F: 3 clusters Score -1103776 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1104698.000000 Penalty: 3260.960938
	Iteration 8F: 3 clusters Score -1104698 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1105259.375000 Penalty: 3260.960938
	Iteration 9Q: 3 clusters Score -1105259 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -1105633.625000 Penalty: 3260.960938
	Iteration 10Q: 3 clusters Score -1105634 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1105911.375000 Penalty: 3260.960938
	Iteration 11Q: 3 clusters Score -1105911 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -1106134.500000 Penalty: 3260.960938
	Iteration 12Q: 3 clusters Score -1106134 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1106298.500000 Penalty: 3260.960938
	Iteration 13Q: 3 clusters Score -1106298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1106414.875000 Penalty: 3260.960938
	Iteration 14Q: 3 clusters Score -1106415 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1106499.625000 Penalty: 3260.960938
	Iteration 15Q: 3 clusters Score -1106500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1106561.375000 Penalty: 3260.960938
	Iteration 16Q: 3 clusters Score -1106561 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -1106599.500000 Penalty: 3260.960938
	Iteration 17Q: 3 clusters Score -1106600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1106630.375000 Penalty: 3260.960938
	Iteration 18Q: 3 clusters Score -1106630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1106655.625000 Penalty: 3260.960938
	Iteration 19Q: 3 clusters Score -1106656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1106677.000000 Penalty: 3260.960938
	Iteration 20F: 3 clusters Score -1106677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -1106688.875000 Penalty: 3260.960938
	Iteration 21Q: 3 clusters Score -1106689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -1106705.750000 Penalty: 3260.960938
	Iteration 22Q: 3 clusters Score -1106706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -1106721.250000 Penalty: 3260.960938
	Iteration 23Q: 3 clusters Score -1106721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -1106730.750000 Penalty: 3260.960938
	Iteration 24Q: 3 clusters Score -1106731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1106736.500000 Penalty: 3260.960938
	Iteration 25Q: 3 clusters Score -1106736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1106740.375000 Penalty: 3260.960938
	Iteration 26Q: 3 clusters Score -1106740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1106743.375000 Penalty: 3260.960938
	Iteration 27Q: 3 clusters Score -1106743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1106750.500000 Penalty: 3260.960938
	Iteration 28Q: 3 clusters Score -1106750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1106754.000000 Penalty: 3260.960938
	Iteration 29Q: 3 clusters Score -1106754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1106758.875000 Penalty: 3260.960938
	Iteration 30Q: 3 clusters Score -1106759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -1106764.375000 Penalty: 3260.960938
	Iteration 31Q: 3 clusters Score -1106764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -1106765.750000 Penalty: 3260.960938
	Iteration 32Q: 3 clusters Score -1106766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -1106767.500000 Penalty: 3260.960938
	Iteration 33Q: 3 clusters Score -1106768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1106769.125000 Penalty: 3260.960938
	Iteration 34Q: 3 clusters Score -1106769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -1106770.500000 Penalty: 3260.960938
	Iteration 35Q: 3 clusters Score -1106770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1106772.000000 Penalty: 3260.960938
	Iteration 36Q: 3 clusters Score -1106772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -1106772.375000 Penalty: 3260.960938
	Iteration 37Q: 3 clusters Score -1106772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1106773.875000 Penalty: 3260.960938
	Iteration 38Q: 3 clusters Score -1106774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -1106775.875000 Penalty: 3260.960938
	Iteration 39Q: 3 clusters Score -1106776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1106775.250000 Penalty: 3260.960938
	Iteration 40F: 3 clusters Score -1106775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1106774.625000 Penalty: 3260.960938
	Iteration 41Q: 3 clusters Score -1106775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1106774.625000 Penalty: 3260.960938
	Iteration 42F: 3 clusters Score -1106775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -240602.375000 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -240602.4 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 2483 members 
Entering Unmasked Estep 
Score: -236716.031250 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -236716 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -237862.406250 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -237862.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -238138.406250 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -238138.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -238391.859375 Penalty: 2758.188721
	Iteration 3F: 3 clusters Score -238391.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -238594.968750 Penalty: 2758.188721
	Iteration 4F: 3 clusters Score -238595 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -238797.062500 Penalty: 2758.188721
	Iteration 5F: 3 clusters Score -238797.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -238978.859375 Penalty: 2758.188721
	Iteration 6Q: 3 clusters Score -238978.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -239122.062500 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -239122.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -239223.265625 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -239223.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -239321.203125 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -239321.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -239400.890625 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -239400.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -239458.046875 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -239458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -239502.390625 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -239502.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -239529.671875 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -239529.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -239546.593750 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -239546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -239555.828125 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -239555.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -239560.921875 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -239560.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -239568.156250 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -239568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -239570.671875 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -239570.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -239574.296875 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -239574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -239576.312500 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -239576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -239577.906250 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -239577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -239579.890625 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -239579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -239582.062500 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -239582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -239583.343750 Penalty: 2758.188721
	Iteration 24Q: 3 clusters Score -239583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -239584.921875 Penalty: 2758.188721
	Iteration 25Q: 3 clusters Score -239584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -239585.765625 Penalty: 2758.188721
	Iteration 26Q: 3 clusters Score -239585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -239585.796875 Penalty: 2758.188721
	Iteration 27Q: 3 clusters Score -239585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -239585.796875 Penalty: 2758.188721
	Iteration 28F: 3 clusters Score -239585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -530433.625000 Penalty: 1513.096191
	Iteration 0F: 2 clusters Score -530433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -522588.468750 Penalty: 3026.192383
	Iteration 0F: 3 clusters Score -522588.5 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -525213.875000 Penalty: 3026.192383
	Iteration 1F: 3 clusters Score -525213.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -525466.500000 Penalty: 3026.192383
	Iteration 2F: 3 clusters Score -525466.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -525667.187500 Penalty: 3026.192383
	Iteration 3Q: 3 clusters Score -525667.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -525878.125000 Penalty: 3026.192383
	Iteration 4Q: 3 clusters Score -525878.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -526145.062500 Penalty: 3026.192383
	Iteration 5Q: 3 clusters Score -526145.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -526472.562500 Penalty: 3026.192383
	Iteration 6Q: 3 clusters Score -526472.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -526965.437500 Penalty: 3026.192383
	Iteration 7F: 3 clusters Score -526965.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -527566.500000 Penalty: 3026.192383
	Iteration 8F: 3 clusters Score -527566.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -528179.250000 Penalty: 3026.192383
	Iteration 9F: 3 clusters Score -528179.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -528690.687500 Penalty: 3026.192383
	Iteration 10F: 3 clusters Score -528690.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -528990.625000 Penalty: 3026.192383
	Iteration 11Q: 3 clusters Score -528990.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -529224.562500 Penalty: 3026.192383
	Iteration 12Q: 3 clusters Score -529224.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -529387.812500 Penalty: 3026.192383
	Iteration 13Q: 3 clusters Score -529387.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -529519.937500 Penalty: 3026.192383
	Iteration 14Q: 3 clusters Score -529519.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -529595.437500 Penalty: 3026.192383
	Iteration 15Q: 3 clusters Score -529595.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -529648.250000 Penalty: 3026.192383
	Iteration 16Q: 3 clusters Score -529648.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -529680.625000 Penalty: 3026.192383
	Iteration 17Q: 3 clusters Score -529680.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -529708.875000 Penalty: 3026.192383
	Iteration 18Q: 3 clusters Score -529708.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -529727.437500 Penalty: 3026.192383
	Iteration 19Q: 3 clusters Score -529727.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -529738.000000 Penalty: 3026.192383
	Iteration 20F: 3 clusters Score -529738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -529748.437500 Penalty: 3026.192383
	Iteration 21Q: 3 clusters Score -529748.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -529751.187500 Penalty: 3026.192383
	Iteration 22Q: 3 clusters Score -529751.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -529753.437500 Penalty: 3026.192383
	Iteration 23Q: 3 clusters Score -529753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -529755.750000 Penalty: 3026.192383
	Iteration 24Q: 3 clusters Score -529755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -529757.312500 Penalty: 3026.192383
	Iteration 25Q: 3 clusters Score -529757.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -529761.500000 Penalty: 3026.192383
	Iteration 26Q: 3 clusters Score -529761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -529764.250000 Penalty: 3026.192383
	Iteration 27Q: 3 clusters Score -529764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -529766.187500 Penalty: 3026.192383
	Iteration 28Q: 3 clusters Score -529766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -529766.562500 Penalty: 3026.192383
	Iteration 29Q: 3 clusters Score -529766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -529769.375000 Penalty: 3026.192383
	Iteration 30Q: 3 clusters Score -529769.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -529768.562500 Penalty: 3026.192383
	Iteration 31Q: 3 clusters Score -529768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -529771.000000 Penalty: 3026.192383
	Iteration 32Q: 3 clusters Score -529771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -529773.062500 Penalty: 3026.192383
	Iteration 33Q: 3 clusters Score -529773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -529775.625000 Penalty: 3026.192383
	Iteration 34Q: 3 clusters Score -529775.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -529778.562500 Penalty: 3026.192383
	Iteration 35Q: 3 clusters Score -529778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -529778.437500 Penalty: 3026.192383
	Iteration 36Q: 3 clusters Score -529778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -529780.500000 Penalty: 3026.192383
	Iteration 37Q: 3 clusters Score -529780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -529780.500000 Penalty: 3026.192383
	Iteration 38Q: 3 clusters Score -529780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -529781.250000 Penalty: 3026.192383
	Iteration 39Q: 3 clusters Score -529781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -529781.125000 Penalty: 3026.192383
	Iteration 40F: 3 clusters Score -529781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -529781.687500 Penalty: 3026.192383
	Iteration 41Q: 3 clusters Score -529781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -529781.687500 Penalty: 3026.192383
	Iteration 42F: 3 clusters Score -529781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Entering Unmasked Estep 
Score: -2908514.500000 Penalty: 1787.944092
	Iteration 0F: 2 clusters Score -2908514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -2868521.000000 Penalty: 3575.888184
	Iteration 0F: 3 clusters Score -2868521 nChanged 28315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -2884474.500000 Penalty: 3575.888184
	Iteration 1F: 3 clusters Score -2884474 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -2885293.000000 Penalty: 3575.888184
	Iteration 2Q: 3 clusters Score -2885293 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -2886730.250000 Penalty: 3575.888184
	Iteration 3F: 3 clusters Score -2886730 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -2889278.500000 Penalty: 3575.888184
	Iteration 4F: 3 clusters Score -2889278 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -2893941.250000 Penalty: 3575.888184
	Iteration 5F: 3 clusters Score -2893941 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -2899953.500000 Penalty: 3575.888184
	Iteration 6F: 3 clusters Score -2899954 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -2904673.250000 Penalty: 3575.888184
	Iteration 7F: 3 clusters Score -2904673 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -2906825.250000 Penalty: 3575.888184
	Iteration 8Q: 3 clusters Score -2906825 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -2907783.750000 Penalty: 3575.888184
	Iteration 9Q: 3 clusters Score -2907784 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -2908147.750000 Penalty: 3575.888184
	Iteration 10Q: 3 clusters Score -2908148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -2908252.750000 Penalty: 3575.888184
	Iteration 11Q: 3 clusters Score -2908253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -2908290.250000 Penalty: 3575.888184
	Iteration 12Q: 3 clusters Score -2908290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -2908311.000000 Penalty: 3575.888184
	Iteration 13Q: 3 clusters Score -2908311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -2908316.000000 Penalty: 3575.888184
	Iteration 14Q: 3 clusters Score -2908316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -2908326.500000 Penalty: 3575.888184
	Iteration 15Q: 3 clusters Score -2908326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -2908327.000000 Penalty: 3575.888184
	Iteration 16Q: 3 clusters Score -2908327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -2908331.500000 Penalty: 3575.888184
	Iteration 17Q: 3 clusters Score -2908332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -2908332.250000 Penalty: 3575.888184
	Iteration 18Q: 3 clusters Score -2908332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -2908337.750000 Penalty: 3575.888184
	Iteration 19Q: 3 clusters Score -2908338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -2908335.250000 Penalty: 3575.888184
	Iteration 20F: 3 clusters Score -2908335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Entering Unmasked Estep 
Score: -398541.562500 Penalty: 1453.022339
	Iteration 0F: 2 clusters Score -398541.6 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 3815 members 
Entering Unmasked Estep 
Score: -392834.625000 Penalty: 2906.044678
	Iteration 0F: 3 clusters Score -392834.6 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -394568.593750 Penalty: 2906.044678
	Iteration 1F: 3 clusters Score -394568.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -394742.812500 Penalty: 2906.044678
	Iteration 2F: 3 clusters Score -394742.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -394894.156250 Penalty: 2906.044678
	Iteration 3Q: 3 clusters Score -394894.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -395038.750000 Penalty: 2906.044678
	Iteration 4Q: 3 clusters Score -395038.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -395192.437500 Penalty: 2906.044678
	Iteration 5Q: 3 clusters Score -395192.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -395353.000000 Penalty: 2906.044678
	Iteration 6Q: 3 clusters Score -395353 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -395550.968750 Penalty: 2906.044678
	Iteration 7Q: 3 clusters Score -395551 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -395814.468750 Penalty: 2906.044678
	Iteration 8Q: 3 clusters Score -395814.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -396159.687500 Penalty: 2906.044678
	Iteration 9F: 3 clusters Score -396159.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -396530.031250 Penalty: 2906.044678
	Iteration 10F: 3 clusters Score -396530 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -396793.968750 Penalty: 2906.044678
	Iteration 11Q: 3 clusters Score -396794 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -396940.406250 Penalty: 2906.044678
	Iteration 12Q: 3 clusters Score -396940.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -397022.218750 Penalty: 2906.044678
	Iteration 13Q: 3 clusters Score -397022.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -397065.093750 Penalty: 2906.044678
	Iteration 14Q: 3 clusters Score -397065.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -397097.625000 Penalty: 2906.044678
	Iteration 15Q: 3 clusters Score -397097.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -397119.468750 Penalty: 2906.044678
	Iteration 16Q: 3 clusters Score -397119.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -397133.750000 Penalty: 2906.044678
	Iteration 17Q: 3 clusters Score -397133.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -397142.875000 Penalty: 2906.044678
	Iteration 18Q: 3 clusters Score -397142.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -397151.937500 Penalty: 2906.044678
	Iteration 19Q: 3 clusters Score -397151.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -397159.031250 Penalty: 2906.044678
	Iteration 20F: 3 clusters Score -397159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -397165.468750 Penalty: 2906.044678
	Iteration 21Q: 3 clusters Score -397165.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -397169.468750 Penalty: 2906.044678
	Iteration 22Q: 3 clusters Score -397169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -397170.000000 Penalty: 2906.044678
	Iteration 23Q: 3 clusters Score -397170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -397169.656250 Penalty: 2906.044678
	Iteration 24Q: 3 clusters Score -397169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -397170.281250 Penalty: 2906.044678
	Iteration 25Q: 3 clusters Score -397170.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -397170.281250 Penalty: 2906.044678
	Iteration 26F: 3 clusters Score -397170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Entering Unmasked Estep 
Score: -386756.125000 Penalty: 1459.032349
	Iteration 0F: 2 clusters Score -386756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -380880.843750 Penalty: 2918.064697
	Iteration 0F: 3 clusters Score -380880.8 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -382621.156250 Penalty: 2918.064697
	Iteration 1F: 3 clusters Score -382621.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -382906.937500 Penalty: 2918.064697
	Iteration 2F: 3 clusters Score -382906.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -383132.593750 Penalty: 2918.064697
	Iteration 3F: 3 clusters Score -383132.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -383323.750000 Penalty: 2918.064697
	Iteration 4F: 3 clusters Score -383323.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -383514.562500 Penalty: 2918.064697
	Iteration 5Q: 3 clusters Score -383514.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -383719.968750 Penalty: 2918.064697
	Iteration 6Q: 3 clusters Score -383720 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -383952.437500 Penalty: 2918.064697
	Iteration 7Q: 3 clusters Score -383952.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -384179.937500 Penalty: 2918.064697
	Iteration 8Q: 3 clusters Score -384179.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -384412.968750 Penalty: 2918.064697
	Iteration 9Q: 3 clusters Score -384413 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -384619.687500 Penalty: 2918.064697
	Iteration 10Q: 3 clusters Score -384619.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -384821.218750 Penalty: 2918.064697
	Iteration 11Q: 3 clusters Score -384821.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -385001.187500 Penalty: 2918.064697
	Iteration 12Q: 3 clusters Score -385001.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -385178.531250 Penalty: 2918.064697
	Iteration 13Q: 3 clusters Score -385178.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -385297.593750 Penalty: 2918.064697
	Iteration 14Q: 3 clusters Score -385297.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -385377.968750 Penalty: 2918.064697
	Iteration 15Q: 3 clusters Score -385378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -385425.343750 Penalty: 2918.064697
	Iteration 16Q: 3 clusters Score -385425.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -385462.000000 Penalty: 2918.064697
	Iteration 17Q: 3 clusters Score -385462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -385489.875000 Penalty: 2918.064697
	Iteration 18Q: 3 clusters Score -385489.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -385510.125000 Penalty: 2918.064697
	Iteration 19Q: 3 clusters Score -385510.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -385527.375000 Penalty: 2918.064697
	Iteration 20F: 3 clusters Score -385527.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -385542.687500 Penalty: 2918.064697
	Iteration 21Q: 3 clusters Score -385542.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -385552.437500 Penalty: 2918.064697
	Iteration 22Q: 3 clusters Score -385552.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -385561.125000 Penalty: 2918.064697
	Iteration 23Q: 3 clusters Score -385561.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -385566.156250 Penalty: 2918.064697
	Iteration 24Q: 3 clusters Score -385566.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -385573.000000 Penalty: 2918.064697
	Iteration 25Q: 3 clusters Score -385573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -385577.093750 Penalty: 2918.064697
	Iteration 26Q: 3 clusters Score -385577.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -385582.375000 Penalty: 2918.064697
	Iteration 27Q: 3 clusters Score -385582.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -385586.093750 Penalty: 2918.064697
	Iteration 28Q: 3 clusters Score -385586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -385588.718750 Penalty: 2918.064697
	Iteration 29Q: 3 clusters Score -385588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -385590.531250 Penalty: 2918.064697
	Iteration 30Q: 3 clusters Score -385590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -385594.500000 Penalty: 2918.064697
	Iteration 31Q: 3 clusters Score -385594.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -385599.500000 Penalty: 2918.064697
	Iteration 32Q: 3 clusters Score -385599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -385604.625000 Penalty: 2918.064697
	Iteration 33Q: 3 clusters Score -385604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -385611.187500 Penalty: 2918.064697
	Iteration 34Q: 3 clusters Score -385611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -385617.656250 Penalty: 2918.064697
	Iteration 35Q: 3 clusters Score -385617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -385619.156250 Penalty: 2918.064697
	Iteration 36Q: 3 clusters Score -385619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -385620.156250 Penalty: 2918.064697
	Iteration 37Q: 3 clusters Score -385620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -385622.781250 Penalty: 2918.064697
	Iteration 38Q: 3 clusters Score -385622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -385623.062500 Penalty: 2918.064697
	Iteration 39Q: 3 clusters Score -385623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -385624.312500 Penalty: 2918.064697
	Iteration 40F: 3 clusters Score -385624.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (582265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582265 members 
Entering Unmasked Estep 
Score: -27531256.000000 Penalty: 2157.135742
	Iteration 0F: 2 clusters Score -2.753126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291679 members 
Mstep: Class 2 contains 290586 members 
Entering Unmasked Estep 
Score: -27136926.000000 Penalty: 4314.271484
	Iteration 0F: 3 clusters Score -2.713693e+07 nChanged 285568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311171 members 
Mstep: Class 2 contains 271094 members 
Entering Unmasked Estep 
Score: -27312672.000000 Penalty: 4314.271484
	Iteration 1F: 3 clusters Score -2.731267e+07 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323085 members 
Mstep: Class 2 contains 259180 members 
Entering Unmasked Estep 
Score: -27317462.000000 Penalty: 4314.271484
	Iteration 2Q: 3 clusters Score -2.731746e+07 nChanged 22525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341928 members 
Mstep: Class 2 contains 240337 members 
Entering Unmasked Estep 
Score: -27326622.000000 Penalty: 4314.271484
	Iteration 3Q: 3 clusters Score -2.732662e+07 nChanged 30643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370635 members 
Mstep: Class 2 contains 211630 members 
Entering Unmasked Estep 
Score: -27343502.000000 Penalty: 4314.271484
	Iteration 4F: 3 clusters Score -2.73435e+07 nChanged 41623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411502 members 
Mstep: Class 2 contains 170763 members 
Entering Unmasked Estep 
Score: -27374294.000000 Penalty: 4314.271484
	Iteration 5F: 3 clusters Score -2.737429e+07 nChanged 51198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462518 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -27421216.000000 Penalty: 4314.271484
	Iteration 6F: 3 clusters Score -2.742122e+07 nChanged 50705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513187 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -27471620.000000 Penalty: 4314.271484
	Iteration 7F: 3 clusters Score -2.747162e+07 nChanged 37339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550522 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -27509330.000000 Penalty: 4314.271484
	Iteration 8F: 3 clusters Score -2.750933e+07 nChanged 19927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570447 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -27529094.000000 Penalty: 4314.271484
	Iteration 9Q: 3 clusters Score -2.752909e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577906 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -27536420.000000 Penalty: 4314.271484
	Iteration 10Q: 3 clusters Score -2.753642e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579870 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -27538662.000000 Penalty: 4314.271484
	Iteration 11Q: 3 clusters Score -2.753866e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580277 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -27539758.000000 Penalty: 4314.271484
	Iteration 12Q: 3 clusters Score -2.753976e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580362 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -27540082.000000 Penalty: 4314.271484
	Iteration 13Q: 3 clusters Score -2.754008e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580396 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -27540128.000000 Penalty: 4314.271484
	Iteration 14Q: 3 clusters Score -2.754013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580408 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -27540142.000000 Penalty: 4314.271484
	Iteration 15Q: 3 clusters Score -2.754014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580413 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -27540156.000000 Penalty: 4314.271484
	Iteration 16Q: 3 clusters Score -2.754016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580419 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -27540144.000000 Penalty: 4314.271484
	Iteration 17Q: 3 clusters Score -2.754014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580421 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -27540148.000000 Penalty: 4314.271484
	Iteration 18Q: 3 clusters Score -2.754015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580421 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -27540150.000000 Penalty: 4314.271484
	Iteration 19F: 3 clusters Score -2.754015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580419 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -27540150.000000 Penalty: 4314.271484
	Iteration 20F: 3 clusters Score -2.754015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 66108 members 
Mstep: Class 6 contains 22782 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 11 contains 60038 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7932 members 
Mstep: Class 15 contains 580419 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 20 contains 5394 members 
Entering Unmasked Estep 
Score: -37538812.000000 Penalty: 37573.226562
Splitting cluster 15 changes total score from -37529708.000000 to -37538812.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -157317.578125 Penalty: 1313.289917
	Iteration 0F: 2 clusters Score -157317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -154449.796875 Penalty: 2626.579834
	Iteration 0F: 3 clusters Score -154449.8 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -155096.484375 Penalty: 2626.579834
	Iteration 1F: 3 clusters Score -155096.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -155222.093750 Penalty: 2626.579834
	Iteration 2F: 3 clusters Score -155222.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -155305.468750 Penalty: 2626.579834
	Iteration 3Q: 3 clusters Score -155305.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -155355.031250 Penalty: 2626.579834
	Iteration 4Q: 3 clusters Score -155355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -155389.203125 Penalty: 2626.579834
	Iteration 5Q: 3 clusters Score -155389.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -155419.500000 Penalty: 2626.579834
	Iteration 6Q: 3 clusters Score -155419.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -155441.796875 Penalty: 2626.579834
	Iteration 7Q: 3 clusters Score -155441.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -155463.109375 Penalty: 2626.579834
	Iteration 8Q: 3 clusters Score -155463.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -155484.078125 Penalty: 2626.579834
	Iteration 9Q: 3 clusters Score -155484.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -155500.062500 Penalty: 2626.579834
	Iteration 10Q: 3 clusters Score -155500.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -155516.656250 Penalty: 2626.579834
	Iteration 11Q: 3 clusters Score -155516.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -155528.859375 Penalty: 2626.579834
	Iteration 12Q: 3 clusters Score -155528.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -155535.671875 Penalty: 2626.579834
	Iteration 13Q: 3 clusters Score -155535.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -155540.109375 Penalty: 2626.579834
	Iteration 14Q: 3 clusters Score -155540.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -155543.500000 Penalty: 2626.579834
	Iteration 15Q: 3 clusters Score -155543.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -155547.109375 Penalty: 2626.579834
	Iteration 16Q: 3 clusters Score -155547.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -155550.093750 Penalty: 2626.579834
	Iteration 17Q: 3 clusters Score -155550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -155551.546875 Penalty: 2626.579834
	Iteration 18Q: 3 clusters Score -155551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -155553.968750 Penalty: 2626.579834
	Iteration 19Q: 3 clusters Score -155554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -155555.890625 Penalty: 2626.579834
	Iteration 20F: 3 clusters Score -155555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -155557.812500 Penalty: 2626.579834
	Iteration 21Q: 3 clusters Score -155557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -155561.281250 Penalty: 2626.579834
	Iteration 22Q: 3 clusters Score -155561.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -155565.531250 Penalty: 2626.579834
	Iteration 23Q: 3 clusters Score -155565.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -155569.546875 Penalty: 2626.579834
	Iteration 24Q: 3 clusters Score -155569.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -155574.312500 Penalty: 2626.579834
	Iteration 25Q: 3 clusters Score -155574.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -155581.406250 Penalty: 2626.579834
	Iteration 26Q: 3 clusters Score -155581.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -155586.125000 Penalty: 2626.579834
	Iteration 27Q: 3 clusters Score -155586.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -155592.312500 Penalty: 2626.579834
	Iteration 28Q: 3 clusters Score -155592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -155597.046875 Penalty: 2626.579834
	Iteration 29Q: 3 clusters Score -155597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -155602.578125 Penalty: 2626.579834
	Iteration 30Q: 3 clusters Score -155602.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -155609.531250 Penalty: 2626.579834
	Iteration 31Q: 3 clusters Score -155609.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -155619.375000 Penalty: 2626.579834
	Iteration 32Q: 3 clusters Score -155619.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -155632.125000 Penalty: 2626.579834
	Iteration 33Q: 3 clusters Score -155632.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -155641.515625 Penalty: 2626.579834
	Iteration 34Q: 3 clusters Score -155641.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -155653.281250 Penalty: 2626.579834
	Iteration 35Q: 3 clusters Score -155653.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -155663.906250 Penalty: 2626.579834
	Iteration 36Q: 3 clusters Score -155663.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -155673.515625 Penalty: 2626.579834
	Iteration 37Q: 3 clusters Score -155673.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -155682.484375 Penalty: 2626.579834
	Iteration 38Q: 3 clusters Score -155682.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -155694.406250 Penalty: 2626.579834
	Iteration 39Q: 3 clusters Score -155694.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -155704.953125 Penalty: 2626.579834
	Iteration 40F: 3 clusters Score -155705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -155720.359375 Penalty: 2626.579834
	Iteration 41Q: 3 clusters Score -155720.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -155734.468750 Penalty: 2626.579834
	Iteration 42Q: 3 clusters Score -155734.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155754.687500 Penalty: 2626.579834
	Iteration 43Q: 3 clusters Score -155754.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -155775.828125 Penalty: 2626.579834
	Iteration 44Q: 3 clusters Score -155775.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -155797.671875 Penalty: 2626.579834
	Iteration 45Q: 3 clusters Score -155797.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -155821.640625 Penalty: 2626.579834
	Iteration 46Q: 3 clusters Score -155821.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -155844.140625 Penalty: 2626.579834
	Iteration 47Q: 3 clusters Score -155844.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -155869.593750 Penalty: 2626.579834
	Iteration 48Q: 3 clusters Score -155869.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155899.453125 Penalty: 2626.579834
	Iteration 49Q: 3 clusters Score -155899.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155930.328125 Penalty: 2626.579834
	Iteration 50Q: 3 clusters Score -155930.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155961.671875 Penalty: 2626.579834
	Iteration 51Q: 3 clusters Score -155961.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155987.453125 Penalty: 2626.579834
	Iteration 52Q: 3 clusters Score -155987.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -156025.625000 Penalty: 2626.579834
	Iteration 53Q: 3 clusters Score -156025.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -156070.734375 Penalty: 2626.579834
	Iteration 54Q: 3 clusters Score -156070.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -156100.703125 Penalty: 2626.579834
	Iteration 55Q: 3 clusters Score -156100.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -156133.203125 Penalty: 2626.579834
	Iteration 56Q: 3 clusters Score -156133.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -156162.375000 Penalty: 2626.579834
	Iteration 57Q: 3 clusters Score -156162.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -156180.875000 Penalty: 2626.579834
	Iteration 58Q: 3 clusters Score -156180.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -156192.218750 Penalty: 2626.579834
	Iteration 59Q: 3 clusters Score -156192.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -156198.046875 Penalty: 2626.579834
	Iteration 60F: 3 clusters Score -156198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156204.375000 Penalty: 2626.579834
	Iteration 61Q: 3 clusters Score -156204.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -156208.125000 Penalty: 2626.579834
	Iteration 62Q: 3 clusters Score -156208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -156208.734375 Penalty: 2626.579834
	Iteration 63Q: 3 clusters Score -156208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -156208.734375 Penalty: 2626.579834
	Iteration 64F: 3 clusters Score -156208.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Entering Unmasked Estep 
Score: -184890.140625 Penalty: 1340.002930
	Iteration 0F: 2 clusters Score -184890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -181702.562500 Penalty: 2680.005859
	Iteration 0F: 3 clusters Score -181702.6 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -182495.546875 Penalty: 2680.005859
	Iteration 1F: 3 clusters Score -182495.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -182621.390625 Penalty: 2680.005859
	Iteration 2F: 3 clusters Score -182621.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -182701.531250 Penalty: 2680.005859
	Iteration 3Q: 3 clusters Score -182701.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -182751.359375 Penalty: 2680.005859
	Iteration 4Q: 3 clusters Score -182751.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -182797.531250 Penalty: 2680.005859
	Iteration 5Q: 3 clusters Score -182797.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -182832.578125 Penalty: 2680.005859
	Iteration 6Q: 3 clusters Score -182832.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -182855.546875 Penalty: 2680.005859
	Iteration 7Q: 3 clusters Score -182855.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -182881.906250 Penalty: 2680.005859
	Iteration 8Q: 3 clusters Score -182881.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -182906.765625 Penalty: 2680.005859
	Iteration 9Q: 3 clusters Score -182906.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -182935.500000 Penalty: 2680.005859
	Iteration 10Q: 3 clusters Score -182935.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -182970.109375 Penalty: 2680.005859
	Iteration 11Q: 3 clusters Score -182970.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -183001.437500 Penalty: 2680.005859
	Iteration 12Q: 3 clusters Score -183001.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -183042.562500 Penalty: 2680.005859
	Iteration 13Q: 3 clusters Score -183042.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -183080.406250 Penalty: 2680.005859
	Iteration 14Q: 3 clusters Score -183080.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -183125.984375 Penalty: 2680.005859
	Iteration 15Q: 3 clusters Score -183126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -183186.562500 Penalty: 2680.005859
	Iteration 16Q: 3 clusters Score -183186.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -183249.234375 Penalty: 2680.005859
	Iteration 17Q: 3 clusters Score -183249.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -183320.750000 Penalty: 2680.005859
	Iteration 18Q: 3 clusters Score -183320.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -183385.921875 Penalty: 2680.005859
	Iteration 19Q: 3 clusters Score -183385.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -183451.234375 Penalty: 2680.005859
	Iteration 20F: 3 clusters Score -183451.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -183514.421875 Penalty: 2680.005859
	Iteration 21Q: 3 clusters Score -183514.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -183587.843750 Penalty: 2680.005859
	Iteration 22Q: 3 clusters Score -183587.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -183653.796875 Penalty: 2680.005859
	Iteration 23Q: 3 clusters Score -183653.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -183701.625000 Penalty: 2680.005859
	Iteration 24Q: 3 clusters Score -183701.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -183723.203125 Penalty: 2680.005859
	Iteration 25Q: 3 clusters Score -183723.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -183738.203125 Penalty: 2680.005859
	Iteration 26Q: 3 clusters Score -183738.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -183743.046875 Penalty: 2680.005859
	Iteration 27Q: 3 clusters Score -183743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183747.296875 Penalty: 2680.005859
	Iteration 28Q: 3 clusters Score -183747.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -183749.500000 Penalty: 2680.005859
	Iteration 29Q: 3 clusters Score -183749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -183753.312500 Penalty: 2680.005859
	Iteration 30Q: 3 clusters Score -183753.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -183758.906250 Penalty: 2680.005859
	Iteration 31Q: 3 clusters Score -183758.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183764.765625 Penalty: 2680.005859
	Iteration 32Q: 3 clusters Score -183764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -183770.515625 Penalty: 2680.005859
	Iteration 33Q: 3 clusters Score -183770.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -183773.203125 Penalty: 2680.005859
	Iteration 34Q: 3 clusters Score -183773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -183775.062500 Penalty: 2680.005859
	Iteration 35Q: 3 clusters Score -183775.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -183778.921875 Penalty: 2680.005859
	Iteration 36Q: 3 clusters Score -183778.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183784.015625 Penalty: 2680.005859
	Iteration 37Q: 3 clusters Score -183784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183788.062500 Penalty: 2680.005859
	Iteration 38Q: 3 clusters Score -183788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183792.718750 Penalty: 2680.005859
	Iteration 39Q: 3 clusters Score -183792.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -183796.468750 Penalty: 2680.005859
	Iteration 40F: 3 clusters Score -183796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -183797.890625 Penalty: 2680.005859
	Iteration 41Q: 3 clusters Score -183797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183798.375000 Penalty: 2680.005859
	Iteration 42Q: 3 clusters Score -183798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183798.375000 Penalty: 2680.005859
	Iteration 43F: 3 clusters Score -183798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -241336.187500 Penalty: 1372.774536
	Iteration 0F: 2 clusters Score -241336.2 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 2388 members 
Entering Unmasked Estep 
Score: -237568.515625 Penalty: 2745.549072
	Iteration 0F: 3 clusters Score -237568.5 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -238542.906250 Penalty: 2745.549072
	Iteration 1F: 3 clusters Score -238542.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -238703.375000 Penalty: 2745.549072
	Iteration 2F: 3 clusters Score -238703.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -238803.906250 Penalty: 2745.549072
	Iteration 3Q: 3 clusters Score -238803.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -238881.875000 Penalty: 2745.549072
	Iteration 4Q: 3 clusters Score -238881.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -238943.203125 Penalty: 2745.549072
	Iteration 5Q: 3 clusters Score -238943.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -238993.609375 Penalty: 2745.549072
	Iteration 6Q: 3 clusters Score -238993.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -239042.640625 Penalty: 2745.549072
	Iteration 7Q: 3 clusters Score -239042.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -239091.234375 Penalty: 2745.549072
	Iteration 8Q: 3 clusters Score -239091.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -239135.437500 Penalty: 2745.549072
	Iteration 9Q: 3 clusters Score -239135.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -239177.171875 Penalty: 2745.549072
	Iteration 10Q: 3 clusters Score -239177.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -239232.500000 Penalty: 2745.549072
	Iteration 11Q: 3 clusters Score -239232.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -239292.812500 Penalty: 2745.549072
	Iteration 12Q: 3 clusters Score -239292.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -239358.531250 Penalty: 2745.549072
	Iteration 13Q: 3 clusters Score -239358.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -239440.703125 Penalty: 2745.549072
	Iteration 14Q: 3 clusters Score -239440.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -239531.500000 Penalty: 2745.549072
	Iteration 15Q: 3 clusters Score -239531.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -239612.375000 Penalty: 2745.549072
	Iteration 16Q: 3 clusters Score -239612.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -239688.828125 Penalty: 2745.549072
	Iteration 17Q: 3 clusters Score -239688.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -239762.328125 Penalty: 2745.549072
	Iteration 18Q: 3 clusters Score -239762.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -239835.515625 Penalty: 2745.549072
	Iteration 19Q: 3 clusters Score -239835.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -239888.062500 Penalty: 2745.549072
	Iteration 20F: 3 clusters Score -239888.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -239934.328125 Penalty: 2745.549072
	Iteration 21Q: 3 clusters Score -239934.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -239966.375000 Penalty: 2745.549072
	Iteration 22Q: 3 clusters Score -239966.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -239991.781250 Penalty: 2745.549072
	Iteration 23Q: 3 clusters Score -239991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -240013.343750 Penalty: 2745.549072
	Iteration 24Q: 3 clusters Score -240013.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -240031.484375 Penalty: 2745.549072
	Iteration 25Q: 3 clusters Score -240031.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -240051.421875 Penalty: 2745.549072
	Iteration 26Q: 3 clusters Score -240051.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -240072.000000 Penalty: 2745.549072
	Iteration 27Q: 3 clusters Score -240072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -240083.531250 Penalty: 2745.549072
	Iteration 28Q: 3 clusters Score -240083.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -240095.203125 Penalty: 2745.549072
	Iteration 29Q: 3 clusters Score -240095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -240102.078125 Penalty: 2745.549072
	Iteration 30Q: 3 clusters Score -240102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -240107.343750 Penalty: 2745.549072
	Iteration 31Q: 3 clusters Score -240107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -240115.343750 Penalty: 2745.549072
	Iteration 32Q: 3 clusters Score -240115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -240121.343750 Penalty: 2745.549072
	Iteration 33Q: 3 clusters Score -240121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -240127.843750 Penalty: 2745.549072
	Iteration 34Q: 3 clusters Score -240127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -240129.281250 Penalty: 2745.549072
	Iteration 35Q: 3 clusters Score -240129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -240131.468750 Penalty: 2745.549072
	Iteration 36Q: 3 clusters Score -240131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -240132.750000 Penalty: 2745.549072
	Iteration 37Q: 3 clusters Score -240132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -240134.812500 Penalty: 2745.549072
	Iteration 38Q: 3 clusters Score -240134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -240135.421875 Penalty: 2745.549072
	Iteration 39Q: 3 clusters Score -240135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -240138.296875 Penalty: 2745.549072
	Iteration 40F: 3 clusters Score -240138.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -240140.671875 Penalty: 2745.549072
	Iteration 41Q: 3 clusters Score -240140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -240141.281250 Penalty: 2745.549072
	Iteration 42Q: 3 clusters Score -240141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -240142.062500 Penalty: 2745.549072
	Iteration 43Q: 3 clusters Score -240142.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -240142.062500 Penalty: 2745.549072
	Iteration 44F: 3 clusters Score -240142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -236851.437500 Penalty: 1396.369385
	Iteration 0F: 2 clusters Score -236851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -232704.859375 Penalty: 2792.738770
	Iteration 0F: 3 clusters Score -232704.9 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -234109.171875 Penalty: 2792.738770
	Iteration 1F: 3 clusters Score -234109.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -234452.859375 Penalty: 2792.738770
	Iteration 2F: 3 clusters Score -234452.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -234740.265625 Penalty: 2792.738770
	Iteration 3F: 3 clusters Score -234740.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -234996.406250 Penalty: 2792.738770
	Iteration 4F: 3 clusters Score -234996.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -235213.312500 Penalty: 2792.738770
	Iteration 5F: 3 clusters Score -235213.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -235397.046875 Penalty: 2792.738770
	Iteration 6Q: 3 clusters Score -235397 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -235529.703125 Penalty: 2792.738770
	Iteration 7Q: 3 clusters Score -235529.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -235620.796875 Penalty: 2792.738770
	Iteration 8Q: 3 clusters Score -235620.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -235686.359375 Penalty: 2792.738770
	Iteration 9Q: 3 clusters Score -235686.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -235738.734375 Penalty: 2792.738770
	Iteration 10Q: 3 clusters Score -235738.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -235791.593750 Penalty: 2792.738770
	Iteration 11Q: 3 clusters Score -235791.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -235825.390625 Penalty: 2792.738770
	Iteration 12Q: 3 clusters Score -235825.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -235852.937500 Penalty: 2792.738770
	Iteration 13Q: 3 clusters Score -235852.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -235879.171875 Penalty: 2792.738770
	Iteration 14Q: 3 clusters Score -235879.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -235915.484375 Penalty: 2792.738770
	Iteration 15Q: 3 clusters Score -235915.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -235934.468750 Penalty: 2792.738770
	Iteration 16Q: 3 clusters Score -235934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -235944.750000 Penalty: 2792.738770
	Iteration 17Q: 3 clusters Score -235944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -235955.734375 Penalty: 2792.738770
	Iteration 18Q: 3 clusters Score -235955.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -235968.671875 Penalty: 2792.738770
	Iteration 19Q: 3 clusters Score -235968.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -235976.031250 Penalty: 2792.738770
	Iteration 20F: 3 clusters Score -235976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -235981.015625 Penalty: 2792.738770
	Iteration 21Q: 3 clusters Score -235981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -235988.984375 Penalty: 2792.738770
	Iteration 22Q: 3 clusters Score -235989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -235998.140625 Penalty: 2792.738770
	Iteration 23Q: 3 clusters Score -235998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -236005.859375 Penalty: 2792.738770
	Iteration 24Q: 3 clusters Score -236005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -236012.250000 Penalty: 2792.738770
	Iteration 25Q: 3 clusters Score -236012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -236018.593750 Penalty: 2792.738770
	Iteration 26Q: 3 clusters Score -236018.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -236028.234375 Penalty: 2792.738770
	Iteration 27Q: 3 clusters Score -236028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -236031.921875 Penalty: 2792.738770
	Iteration 28Q: 3 clusters Score -236031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -236032.265625 Penalty: 2792.738770
	Iteration 29Q: 3 clusters Score -236032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -236033.484375 Penalty: 2792.738770
	Iteration 30Q: 3 clusters Score -236033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -236035.546875 Penalty: 2792.738770
	Iteration 31Q: 3 clusters Score -236035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -236040.953125 Penalty: 2792.738770
	Iteration 32Q: 3 clusters Score -236041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -236045.609375 Penalty: 2792.738770
	Iteration 33Q: 3 clusters Score -236045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -236049.171875 Penalty: 2792.738770
	Iteration 34Q: 3 clusters Score -236049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -236050.671875 Penalty: 2792.738770
	Iteration 35Q: 3 clusters Score -236050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -236052.468750 Penalty: 2792.738770
	Iteration 36Q: 3 clusters Score -236052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -236052.906250 Penalty: 2792.738770
	Iteration 37Q: 3 clusters Score -236052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -236052.906250 Penalty: 2792.738770
	Iteration 38F: 3 clusters Score -236052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 66108 members 
Mstep: Class 6 contains 22782 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 11 contains 60038 members 
Mstep: Class 12 contains 7644 members 
Mstep: Class 13 contains 7932 members 
Mstep: Class 15 contains 580419 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 20 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37538856.000000 Penalty: 37573.226562
Iteration 159Q: 18 clusters Score -3.753886e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 10639 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 66031 members 
Mstep: Class 6 contains 22762 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 11083 members 
Mstep: Class 11 contains 59949 members 
Mstep: Class 12 contains 7623 members 
Mstep: Class 13 contains 7918 members 
Mstep: Class 15 contains 580645 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 4669 members 
Mstep: Class 20 contains 5408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37538948.000000 Penalty: 37573.226562
Iteration 160F: 18 clusters Score -3.753895e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 65960 members 
Mstep: Class 6 contains 22738 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 11103 members 
Mstep: Class 11 contains 59863 members 
Mstep: Class 12 contains 7610 members 
Mstep: Class 13 contains 7907 members 
Mstep: Class 15 contains 580844 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 4670 members 
Mstep: Class 20 contains 5426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37538988.000000 Penalty: 37573.226562
Iteration 161Q: 18 clusters Score -3.753899e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11575 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 65904 members 
Mstep: Class 6 contains 22723 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 11 contains 59789 members 
Mstep: Class 12 contains 7599 members 
Mstep: Class 13 contains 7891 members 
Mstep: Class 15 contains 581014 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4670 members 
Mstep: Class 20 contains 5436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 18 clusters Score -3.753907e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11502 members 
Mstep: Class 3 contains 10755 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 65844 members 
Mstep: Class 6 contains 22709 members 
Mstep: Class 7 contains 4848 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 11 contains 59741 members 
Mstep: Class 12 contains 7599 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 15 contains 581138 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 20 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 18 clusters Score -3.753896e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 65803 members 
Mstep: Class 6 contains 22691 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 7868 members 
Mstep: Class 15 contains 581218 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 20 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 18 clusters Score -3.753898e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 10823 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 65768 members 
Mstep: Class 6 contains 22670 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 11 contains 59674 members 
Mstep: Class 12 contains 7593 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 15 contains 581309 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 20 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 18 clusters Score -3.753905e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 10847 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 65723 members 
Mstep: Class 6 contains 22655 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11283 members 
Mstep: Class 11 contains 59637 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 7858 members 
Mstep: Class 15 contains 581405 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 20 contains 5474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 18 clusters Score -3.753907e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 10864 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 65698 members 
Mstep: Class 6 contains 22639 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11332 members 
Mstep: Class 11 contains 59616 members 
Mstep: Class 12 contains 7580 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 15 contains 581473 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 20 contains 5484 members 
Entering Unmasked Estep 
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Iteration 167Q: 18 clusters Score -3.7539e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 10876 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 65666 members 
Mstep: Class 6 contains 22623 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11371 members 
Mstep: Class 11 contains 59601 members 
Mstep: Class 12 contains 7574 members 
Mstep: Class 13 contains 7853 members 
Mstep: Class 15 contains 581551 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 20 contains 5492 members 
Entering Unmasked Estep 
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Iteration 168Q: 18 clusters Score -3.753905e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11142 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 65639 members 
Mstep: Class 6 contains 22610 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11409 members 
Mstep: Class 11 contains 59588 members 
Mstep: Class 12 contains 7573 members 
Mstep: Class 13 contains 7851 members 
Mstep: Class 15 contains 581614 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 20 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 18 clusters Score -3.753912e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11074 members 
Mstep: Class 3 contains 10894 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 65609 members 
Mstep: Class 6 contains 22604 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11446 members 
Mstep: Class 11 contains 59571 members 
Mstep: Class 12 contains 7568 members 
Mstep: Class 13 contains 7842 members 
Mstep: Class 15 contains 581688 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 20 contains 5525 members 
Entering Unmasked Estep 
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Iteration 170Q: 18 clusters Score -3.753908e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11005 members 
Mstep: Class 3 contains 10907 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 65580 members 
Mstep: Class 6 contains 22594 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 11 contains 59549 members 
Mstep: Class 12 contains 7560 members 
Mstep: Class 13 contains 7834 members 
Mstep: Class 15 contains 581759 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4628 members 
Mstep: Class 20 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 18 clusters Score -3.753909e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10939 members 
Mstep: Class 3 contains 10916 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 65554 members 
Mstep: Class 6 contains 22585 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11545 members 
Mstep: Class 11 contains 59533 members 
Mstep: Class 12 contains 7555 members 
Mstep: Class 13 contains 7826 members 
Mstep: Class 15 contains 581815 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5553 members 
Entering Unmasked Estep 
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Iteration 172Q: 18 clusters Score -3.753912e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10879 members 
Mstep: Class 3 contains 10927 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 65520 members 
Mstep: Class 6 contains 22581 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11588 members 
Mstep: Class 11 contains 59522 members 
Mstep: Class 12 contains 7554 members 
Mstep: Class 13 contains 7819 members 
Mstep: Class 15 contains 581869 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 20 contains 5563 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 18 clusters Score -3.753913e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10824 members 
Mstep: Class 3 contains 10936 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65486 members 
Mstep: Class 6 contains 22570 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11631 members 
Mstep: Class 11 contains 59512 members 
Mstep: Class 12 contains 7554 members 
Mstep: Class 13 contains 7815 members 
Mstep: Class 15 contains 581915 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 20 contains 5571 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -3.753908e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10778 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 65460 members 
Mstep: Class 6 contains 22562 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11664 members 
Mstep: Class 11 contains 59501 members 
Mstep: Class 12 contains 7555 members 
Mstep: Class 13 contains 7809 members 
Mstep: Class 15 contains 581966 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 20 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 18 clusters Score -3.753915e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65441 members 
Mstep: Class 6 contains 22553 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 11 contains 59495 members 
Mstep: Class 12 contains 7553 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 15 contains 582020 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5594 members 
Entering Unmasked Estep 
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Score: -37539084.000000 Penalty: 37573.226562
Iteration 176Q: 18 clusters Score -3.753908e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 65418 members 
Mstep: Class 6 contains 22543 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11727 members 
Mstep: Class 11 contains 59489 members 
Mstep: Class 12 contains 7552 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 15 contains 582063 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 18 clusters Score -3.753914e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10611 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 65392 members 
Mstep: Class 6 contains 22538 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11765 members 
Mstep: Class 11 contains 59481 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 7800 members 
Mstep: Class 15 contains 582102 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 18 clusters Score -3.753911e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10573 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 65369 members 
Mstep: Class 6 contains 22530 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11801 members 
Mstep: Class 11 contains 59471 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 7800 members 
Mstep: Class 15 contains 582130 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 18 clusters Score -3.753906e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 10951 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 65349 members 
Mstep: Class 6 contains 22525 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11828 members 
Mstep: Class 11 contains 59466 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 15 contains 582163 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 18 clusters Score -3.753911e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 65332 members 
Mstep: Class 6 contains 22522 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11852 members 
Mstep: Class 11 contains 59460 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 7798 members 
Mstep: Class 15 contains 582202 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 18 clusters Score -3.753912e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10460 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 65315 members 
Mstep: Class 6 contains 22516 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11875 members 
Mstep: Class 11 contains 59457 members 
Mstep: Class 12 contains 7547 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 15 contains 582236 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 18 clusters Score -3.753906e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10428 members 
Mstep: Class 3 contains 10954 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 65297 members 
Mstep: Class 6 contains 22510 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11902 members 
Mstep: Class 11 contains 59455 members 
Mstep: Class 12 contains 7544 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 15 contains 582271 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5664 members 
Entering Unmasked Estep 
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Iteration 183Q: 18 clusters Score -3.753909e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 10954 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 65289 members 
Mstep: Class 6 contains 22504 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11934 members 
Mstep: Class 11 contains 59454 members 
Mstep: Class 12 contains 7544 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 15 contains 582293 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5679 members 
Entering Unmasked Estep 
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Iteration 184Q: 18 clusters Score -3.75391e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10348 members 
Mstep: Class 3 contains 10954 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65278 members 
Mstep: Class 6 contains 22500 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 11 contains 59453 members 
Mstep: Class 12 contains 7547 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 15 contains 582305 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 18 clusters Score -3.753915e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 10954 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 65269 members 
Mstep: Class 6 contains 22498 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 11999 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582320 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5695 members 
Entering Unmasked Estep 
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Iteration 186Q: 18 clusters Score -3.753912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10281 members 
Mstep: Class 3 contains 10955 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65262 members 
Mstep: Class 6 contains 22497 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12029 members 
Mstep: Class 11 contains 59445 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582325 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5701 members 
Entering Unmasked Estep 
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Iteration 187Q: 18 clusters Score -3.753918e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10258 members 
Mstep: Class 3 contains 10961 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65256 members 
Mstep: Class 6 contains 22494 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12055 members 
Mstep: Class 11 contains 59443 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582322 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5706 members 
Entering Unmasked Estep 
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Iteration 188Q: 18 clusters Score -3.753913e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10231 members 
Mstep: Class 3 contains 10966 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65251 members 
Mstep: Class 6 contains 22493 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12080 members 
Mstep: Class 11 contains 59442 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582317 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5713 members 
Entering Unmasked Estep 
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Iteration 189Q: 18 clusters Score -3.753911e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10208 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65248 members 
Mstep: Class 6 contains 22493 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12100 members 
Mstep: Class 11 contains 59442 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582313 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5720 members 
Entering Unmasked Estep 
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Iteration 190Q: 18 clusters Score -3.753908e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65247 members 
Mstep: Class 6 contains 22490 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12129 members 
Mstep: Class 11 contains 59441 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582309 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5721 members 
Entering Unmasked Estep 
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Iteration 191Q: 18 clusters Score -3.75391e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10152 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65242 members 
Mstep: Class 6 contains 22487 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12154 members 
Mstep: Class 11 contains 59439 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582317 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539160.000000 Penalty: 37573.226562
Iteration 192Q: 18 clusters Score -3.753916e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 10976 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65238 members 
Mstep: Class 6 contains 22489 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12173 members 
Mstep: Class 11 contains 59438 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 15 contains 582323 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539164.000000 Penalty: 37573.226562
Iteration 193Q: 18 clusters Score -3.753916e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10074 members 
Mstep: Class 3 contains 10977 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65235 members 
Mstep: Class 6 contains 22493 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12200 members 
Mstep: Class 11 contains 59436 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582335 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539180.000000 Penalty: 37573.226562
Iteration 194Q: 18 clusters Score -3.753918e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10014 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65235 members 
Mstep: Class 6 contains 22493 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12237 members 
Mstep: Class 11 contains 59432 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582347 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539112.000000 Penalty: 37573.226562
Iteration 195Q: 18 clusters Score -3.753911e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9966 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65235 members 
Mstep: Class 6 contains 22491 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12273 members 
Mstep: Class 11 contains 59431 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582344 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539116.000000 Penalty: 37573.226562
Iteration 196Q: 18 clusters Score -3.753912e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9919 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65233 members 
Mstep: Class 6 contains 22491 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 11 contains 59430 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582341 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539152.000000 Penalty: 37573.226562
Iteration 197Q: 18 clusters Score -3.753915e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9884 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65231 members 
Mstep: Class 6 contains 22490 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12356 members 
Mstep: Class 11 contains 59427 members 
Mstep: Class 12 contains 7541 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 15 contains 582343 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539144.000000 Penalty: 37573.226562
Iteration 198Q: 18 clusters Score -3.753914e+07 nChanged 117
Entering ConstructFrom: 
Score: -37539144.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -52804.855469 Penalty: 1144.371582
	Iteration 0F: 2 clusters Score -52804.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -51253.996094 Penalty: 2288.743164
	Iteration 0F: 3 clusters Score -51254 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -51567.632812 Penalty: 2288.743164
	Iteration 1F: 3 clusters Score -51567.63 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -51677.429688 Penalty: 2288.743164
	Iteration 2F: 3 clusters Score -51677.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -51738.121094 Penalty: 2288.743164
	Iteration 3Q: 3 clusters Score -51738.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -51775.175781 Penalty: 2288.743164
	Iteration 4Q: 3 clusters Score -51775.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -51795.335938 Penalty: 2288.743164
	Iteration 5Q: 3 clusters Score -51795.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51814.273438 Penalty: 2288.743164
	Iteration 6Q: 3 clusters Score -51814.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51832.082031 Penalty: 2288.743164
	Iteration 7Q: 3 clusters Score -51832.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -51848.511719 Penalty: 2288.743164
	Iteration 8Q: 3 clusters Score -51848.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51866.777344 Penalty: 2288.743164
	Iteration 9Q: 3 clusters Score -51866.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -51876.070312 Penalty: 2288.743164
	Iteration 10Q: 3 clusters Score -51876.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -51882.105469 Penalty: 2288.743164
	Iteration 11Q: 3 clusters Score -51882.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -51887.703125 Penalty: 2288.743164
	Iteration 12Q: 3 clusters Score -51887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51890.820312 Penalty: 2288.743164
	Iteration 13Q: 3 clusters Score -51890.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51894.179688 Penalty: 2288.743164
	Iteration 14Q: 3 clusters Score -51894.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51903.226562 Penalty: 2288.743164
	Iteration 15Q: 3 clusters Score -51903.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51906.980469 Penalty: 2288.743164
	Iteration 16Q: 3 clusters Score -51906.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51907.976562 Penalty: 2288.743164
	Iteration 17Q: 3 clusters Score -51907.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51907.976562 Penalty: 2288.743164
	Iteration 18F: 3 clusters Score -51907.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -467428.312500 Penalty: 1494.141846
	Iteration 0F: 2 clusters Score -467428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -460418.593750 Penalty: 2988.283691
	Iteration 0F: 3 clusters Score -460418.6 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -462560.687500 Penalty: 2988.283691
	Iteration 1F: 3 clusters Score -462560.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -462759.406250 Penalty: 2988.283691
	Iteration 2F: 3 clusters Score -462759.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -462911.312500 Penalty: 2988.283691
	Iteration 3Q: 3 clusters Score -462911.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -463034.062500 Penalty: 2988.283691
	Iteration 4Q: 3 clusters Score -463034.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -463126.781250 Penalty: 2988.283691
	Iteration 5Q: 3 clusters Score -463126.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -463223.500000 Penalty: 2988.283691
	Iteration 6Q: 3 clusters Score -463223.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -463333.375000 Penalty: 2988.283691
	Iteration 7Q: 3 clusters Score -463333.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -463460.437500 Penalty: 2988.283691
	Iteration 8Q: 3 clusters Score -463460.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -463606.343750 Penalty: 2988.283691
	Iteration 9Q: 3 clusters Score -463606.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -463804.062500 Penalty: 2988.283691
	Iteration 10Q: 3 clusters Score -463804.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -464080.531250 Penalty: 2988.283691
	Iteration 11Q: 3 clusters Score -464080.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -464439.093750 Penalty: 2988.283691
	Iteration 12F: 3 clusters Score -464439.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -464814.062500 Penalty: 2988.283691
	Iteration 13F: 3 clusters Score -464814.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -465159.125000 Penalty: 2988.283691
	Iteration 14Q: 3 clusters Score -465159.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -465436.218750 Penalty: 2988.283691
	Iteration 15Q: 3 clusters Score -465436.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -465639.687500 Penalty: 2988.283691
	Iteration 16Q: 3 clusters Score -465639.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -465789.156250 Penalty: 2988.283691
	Iteration 17Q: 3 clusters Score -465789.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -465931.968750 Penalty: 2988.283691
	Iteration 18Q: 3 clusters Score -465932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -466045.343750 Penalty: 2988.283691
	Iteration 19Q: 3 clusters Score -466045.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -466116.437500 Penalty: 2988.283691
	Iteration 20F: 3 clusters Score -466116.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -466182.062500 Penalty: 2988.283691
	Iteration 21Q: 3 clusters Score -466182.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -466216.906250 Penalty: 2988.283691
	Iteration 22Q: 3 clusters Score -466216.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -466234.906250 Penalty: 2988.283691
	Iteration 23Q: 3 clusters Score -466234.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -466247.656250 Penalty: 2988.283691
	Iteration 24Q: 3 clusters Score -466247.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -466260.718750 Penalty: 2988.283691
	Iteration 25Q: 3 clusters Score -466260.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -466271.562500 Penalty: 2988.283691
	Iteration 26Q: 3 clusters Score -466271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -466277.187500 Penalty: 2988.283691
	Iteration 27Q: 3 clusters Score -466277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -466282.000000 Penalty: 2988.283691
	Iteration 28Q: 3 clusters Score -466282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -466286.875000 Penalty: 2988.283691
	Iteration 29Q: 3 clusters Score -466286.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -466290.593750 Penalty: 2988.283691
	Iteration 30Q: 3 clusters Score -466290.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -466296.687500 Penalty: 2988.283691
	Iteration 31Q: 3 clusters Score -466296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -466304.062500 Penalty: 2988.283691
	Iteration 32Q: 3 clusters Score -466304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -466305.031250 Penalty: 2988.283691
	Iteration 33Q: 3 clusters Score -466305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -466306.843750 Penalty: 2988.283691
	Iteration 34Q: 3 clusters Score -466306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -466307.312500 Penalty: 2988.283691
	Iteration 35Q: 3 clusters Score -466307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -466308.625000 Penalty: 2988.283691
	Iteration 36Q: 3 clusters Score -466308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -466309.250000 Penalty: 2988.283691
	Iteration 37Q: 3 clusters Score -466309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -466311.156250 Penalty: 2988.283691
	Iteration 38Q: 3 clusters Score -466311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -466310.375000 Penalty: 2988.283691
	Iteration 39Q: 3 clusters Score -466310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -466310.375000 Penalty: 2988.283691
	Iteration 40F: 3 clusters Score -466310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Entering Unmasked Estep 
Score: -541594.187500 Penalty: 1511.872559
	Iteration 0F: 2 clusters Score -541594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -533817.812500 Penalty: 3023.745117
	Iteration 0F: 3 clusters Score -533817.8 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -536423.250000 Penalty: 3023.745117
	Iteration 1F: 3 clusters Score -536423.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -536774.562500 Penalty: 3023.745117
	Iteration 2F: 3 clusters Score -536774.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -537176.500000 Penalty: 3023.745117
	Iteration 3F: 3 clusters Score -537176.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -537611.000000 Penalty: 3023.745117
	Iteration 4F: 3 clusters Score -537611 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -538068.187500 Penalty: 3023.745117
	Iteration 5F: 3 clusters Score -538068.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -538534.312500 Penalty: 3023.745117
	Iteration 6F: 3 clusters Score -538534.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -538959.750000 Penalty: 3023.745117
	Iteration 7F: 3 clusters Score -538959.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -539209.750000 Penalty: 3023.745117
	Iteration 8Q: 3 clusters Score -539209.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -539366.687500 Penalty: 3023.745117
	Iteration 9Q: 3 clusters Score -539366.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -539463.000000 Penalty: 3023.745117
	Iteration 10Q: 3 clusters Score -539463 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -539534.375000 Penalty: 3023.745117
	Iteration 11Q: 3 clusters Score -539534.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -539603.125000 Penalty: 3023.745117
	Iteration 12Q: 3 clusters Score -539603.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -539681.312500 Penalty: 3023.745117
	Iteration 13Q: 3 clusters Score -539681.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -539753.437500 Penalty: 3023.745117
	Iteration 14Q: 3 clusters Score -539753.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -539818.687500 Penalty: 3023.745117
	Iteration 15Q: 3 clusters Score -539818.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -539859.187500 Penalty: 3023.745117
	Iteration 16Q: 3 clusters Score -539859.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -539893.375000 Penalty: 3023.745117
	Iteration 17Q: 3 clusters Score -539893.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -539924.625000 Penalty: 3023.745117
	Iteration 18Q: 3 clusters Score -539924.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -539953.812500 Penalty: 3023.745117
	Iteration 19Q: 3 clusters Score -539953.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -539977.937500 Penalty: 3023.745117
	Iteration 20F: 3 clusters Score -539977.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -540004.375000 Penalty: 3023.745117
	Iteration 21Q: 3 clusters Score -540004.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -540024.562500 Penalty: 3023.745117
	Iteration 22Q: 3 clusters Score -540024.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -540045.437500 Penalty: 3023.745117
	Iteration 23Q: 3 clusters Score -540045.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -540056.750000 Penalty: 3023.745117
	Iteration 24Q: 3 clusters Score -540056.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -540067.562500 Penalty: 3023.745117
	Iteration 25Q: 3 clusters Score -540067.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -540079.125000 Penalty: 3023.745117
	Iteration 26Q: 3 clusters Score -540079.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -540090.437500 Penalty: 3023.745117
	Iteration 27Q: 3 clusters Score -540090.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -540099.062500 Penalty: 3023.745117
	Iteration 28Q: 3 clusters Score -540099.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -540110.125000 Penalty: 3023.745117
	Iteration 29Q: 3 clusters Score -540110.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -540121.125000 Penalty: 3023.745117
	Iteration 30Q: 3 clusters Score -540121.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -540131.937500 Penalty: 3023.745117
	Iteration 31Q: 3 clusters Score -540131.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -540140.000000 Penalty: 3023.745117
	Iteration 32Q: 3 clusters Score -540140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -540152.812500 Penalty: 3023.745117
	Iteration 33Q: 3 clusters Score -540152.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -540160.687500 Penalty: 3023.745117
	Iteration 34Q: 3 clusters Score -540160.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -540169.875000 Penalty: 3023.745117
	Iteration 35Q: 3 clusters Score -540169.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -540174.625000 Penalty: 3023.745117
	Iteration 36Q: 3 clusters Score -540174.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -540179.125000 Penalty: 3023.745117
	Iteration 37Q: 3 clusters Score -540179.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -540185.062500 Penalty: 3023.745117
	Iteration 38Q: 3 clusters Score -540185.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -540190.312500 Penalty: 3023.745117
	Iteration 39Q: 3 clusters Score -540190.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -540193.937500 Penalty: 3023.745117
	Iteration 40F: 3 clusters Score -540193.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -540196.937500 Penalty: 3023.745117
	Iteration 41Q: 3 clusters Score -540196.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -540203.312500 Penalty: 3023.745117
	Iteration 42Q: 3 clusters Score -540203.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -540206.562500 Penalty: 3023.745117
	Iteration 43Q: 3 clusters Score -540206.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -540212.312500 Penalty: 3023.745117
	Iteration 44Q: 3 clusters Score -540212.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -540218.562500 Penalty: 3023.745117
	Iteration 45Q: 3 clusters Score -540218.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -540222.187500 Penalty: 3023.745117
	Iteration 46Q: 3 clusters Score -540222.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -540227.062500 Penalty: 3023.745117
	Iteration 47Q: 3 clusters Score -540227.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -540228.312500 Penalty: 3023.745117
	Iteration 48Q: 3 clusters Score -540228.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -540232.125000 Penalty: 3023.745117
	Iteration 49Q: 3 clusters Score -540232.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -540236.750000 Penalty: 3023.745117
	Iteration 50Q: 3 clusters Score -540236.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -540239.437500 Penalty: 3023.745117
	Iteration 51Q: 3 clusters Score -540239.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -540243.125000 Penalty: 3023.745117
	Iteration 52Q: 3 clusters Score -540243.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -540248.375000 Penalty: 3023.745117
	Iteration 53Q: 3 clusters Score -540248.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -540254.000000 Penalty: 3023.745117
	Iteration 54Q: 3 clusters Score -540254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -540259.750000 Penalty: 3023.745117
	Iteration 55Q: 3 clusters Score -540259.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -540266.500000 Penalty: 3023.745117
	Iteration 56Q: 3 clusters Score -540266.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -540271.062500 Penalty: 3023.745117
	Iteration 57Q: 3 clusters Score -540271.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -540279.500000 Penalty: 3023.745117
	Iteration 58Q: 3 clusters Score -540279.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -540285.500000 Penalty: 3023.745117
	Iteration 59Q: 3 clusters Score -540285.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -540293.250000 Penalty: 3023.745117
	Iteration 60F: 3 clusters Score -540293.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -540298.375000 Penalty: 3023.745117
	Iteration 61Q: 3 clusters Score -540298.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -540303.250000 Penalty: 3023.745117
	Iteration 62Q: 3 clusters Score -540303.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -540310.000000 Penalty: 3023.745117
	Iteration 63Q: 3 clusters Score -540310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -540315.250000 Penalty: 3023.745117
	Iteration 64Q: 3 clusters Score -540315.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -540321.687500 Penalty: 3023.745117
	Iteration 65Q: 3 clusters Score -540321.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -540328.375000 Penalty: 3023.745117
	Iteration 66Q: 3 clusters Score -540328.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -540333.750000 Penalty: 3023.745117
	Iteration 67Q: 3 clusters Score -540333.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -540339.750000 Penalty: 3023.745117
	Iteration 68Q: 3 clusters Score -540339.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -540347.750000 Penalty: 3023.745117
	Iteration 69Q: 3 clusters Score -540347.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -540355.687500 Penalty: 3023.745117
	Iteration 70Q: 3 clusters Score -540355.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -540362.687500 Penalty: 3023.745117
	Iteration 71Q: 3 clusters Score -540362.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -540367.625000 Penalty: 3023.745117
	Iteration 72Q: 3 clusters Score -540367.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -540374.062500 Penalty: 3023.745117
	Iteration 73Q: 3 clusters Score -540374.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -540379.875000 Penalty: 3023.745117
	Iteration 74Q: 3 clusters Score -540379.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -540385.812500 Penalty: 3023.745117
	Iteration 75Q: 3 clusters Score -540385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -540390.937500 Penalty: 3023.745117
	Iteration 76Q: 3 clusters Score -540390.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -540392.250000 Penalty: 3023.745117
	Iteration 77Q: 3 clusters Score -540392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -540395.812500 Penalty: 3023.745117
	Iteration 78Q: 3 clusters Score -540395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -540398.125000 Penalty: 3023.745117
	Iteration 79Q: 3 clusters Score -540398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -540399.875000 Penalty: 3023.745117
	Iteration 80F: 3 clusters Score -540399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -540402.500000 Penalty: 3023.745117
	Iteration 81Q: 3 clusters Score -540402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -540403.812500 Penalty: 3023.745117
	Iteration 82Q: 3 clusters Score -540403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -540405.500000 Penalty: 3023.745117
	Iteration 83Q: 3 clusters Score -540405.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -540408.687500 Penalty: 3023.745117
	Iteration 84Q: 3 clusters Score -540408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -540410.625000 Penalty: 3023.745117
	Iteration 85Q: 3 clusters Score -540410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -540412.250000 Penalty: 3023.745117
	Iteration 86Q: 3 clusters Score -540412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -540412.437500 Penalty: 3023.745117
	Iteration 87Q: 3 clusters Score -540412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -540412.687500 Penalty: 3023.745117
	Iteration 88Q: 3 clusters Score -540412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -540413.750000 Penalty: 3023.745117
	Iteration 89Q: 3 clusters Score -540413.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -540415.500000 Penalty: 3023.745117
	Iteration 90Q: 3 clusters Score -540415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -540416.562500 Penalty: 3023.745117
	Iteration 91Q: 3 clusters Score -540416.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -540418.875000 Penalty: 3023.745117
	Iteration 92Q: 3 clusters Score -540418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -540419.937500 Penalty: 3023.745117
	Iteration 93Q: 3 clusters Score -540419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -540420.187500 Penalty: 3023.745117
	Iteration 94Q: 3 clusters Score -540420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -540419.562500 Penalty: 3023.745117
	Iteration 95Q: 3 clusters Score -540419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -540424.062500 Penalty: 3023.745117
	Iteration 96Q: 3 clusters Score -540424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -540422.062500 Penalty: 3023.745117
	Iteration 97Q: 3 clusters Score -540422.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -540423.687500 Penalty: 3023.745117
	Iteration 98Q: 3 clusters Score -540423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -540427.375000 Penalty: 3023.745117
	Iteration 99Q: 3 clusters Score -540427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -540428.125000 Penalty: 3023.745117
	Iteration 100F: 3 clusters Score -540428.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -540429.312500 Penalty: 3023.745117
	Iteration 101Q: 3 clusters Score -540429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -540430.562500 Penalty: 3023.745117
	Iteration 102Q: 3 clusters Score -540430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -540432.812500 Penalty: 3023.745117
	Iteration 103Q: 3 clusters Score -540432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -540433.937500 Penalty: 3023.745117
	Iteration 104Q: 3 clusters Score -540433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -540436.062500 Penalty: 3023.745117
	Iteration 105Q: 3 clusters Score -540436.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -540440.000000 Penalty: 3023.745117
	Iteration 106Q: 3 clusters Score -540440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -540441.562500 Penalty: 3023.745117
	Iteration 107Q: 3 clusters Score -540441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -540445.562500 Penalty: 3023.745117
	Iteration 108Q: 3 clusters Score -540445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -540449.000000 Penalty: 3023.745117
	Iteration 109Q: 3 clusters Score -540449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -540450.312500 Penalty: 3023.745117
	Iteration 110Q: 3 clusters Score -540450.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -540450.750000 Penalty: 3023.745117
	Iteration 111Q: 3 clusters Score -540450.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -540453.187500 Penalty: 3023.745117
	Iteration 112Q: 3 clusters Score -540453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -540454.375000 Penalty: 3023.745117
	Iteration 113Q: 3 clusters Score -540454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -540455.812500 Penalty: 3023.745117
	Iteration 114Q: 3 clusters Score -540455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -540455.562500 Penalty: 3023.745117
	Iteration 115Q: 3 clusters Score -540455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -540458.187500 Penalty: 3023.745117
	Iteration 116Q: 3 clusters Score -540458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -540459.062500 Penalty: 3023.745117
	Iteration 117Q: 3 clusters Score -540459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -540459.750000 Penalty: 3023.745117
	Iteration 118Q: 3 clusters Score -540459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -540462.312500 Penalty: 3023.745117
	Iteration 119Q: 3 clusters Score -540462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -540463.125000 Penalty: 3023.745117
	Iteration 120F: 3 clusters Score -540463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -540468.125000 Penalty: 3023.745117
	Iteration 121Q: 3 clusters Score -540468.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -540469.875000 Penalty: 3023.745117
	Iteration 122Q: 3 clusters Score -540469.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -540472.000000 Penalty: 3023.745117
	Iteration 123Q: 3 clusters Score -540472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -540474.312500 Penalty: 3023.745117
	Iteration 124Q: 3 clusters Score -540474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -540475.375000 Penalty: 3023.745117
	Iteration 125Q: 3 clusters Score -540475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -540478.125000 Penalty: 3023.745117
	Iteration 126Q: 3 clusters Score -540478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -540478.437500 Penalty: 3023.745117
	Iteration 127Q: 3 clusters Score -540478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -540478.562500 Penalty: 3023.745117
	Iteration 128Q: 3 clusters Score -540478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -540480.125000 Penalty: 3023.745117
	Iteration 129Q: 3 clusters Score -540480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -540483.375000 Penalty: 3023.745117
	Iteration 130Q: 3 clusters Score -540483.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -540485.500000 Penalty: 3023.745117
	Iteration 131Q: 3 clusters Score -540485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -540487.937500 Penalty: 3023.745117
	Iteration 132Q: 3 clusters Score -540487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -540488.000000 Penalty: 3023.745117
	Iteration 133Q: 3 clusters Score -540488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -540491.687500 Penalty: 3023.745117
	Iteration 134Q: 3 clusters Score -540491.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -540496.375000 Penalty: 3023.745117
	Iteration 135Q: 3 clusters Score -540496.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -540501.437500 Penalty: 3023.745117
	Iteration 136Q: 3 clusters Score -540501.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -540504.875000 Penalty: 3023.745117
	Iteration 137Q: 3 clusters Score -540504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -540506.000000 Penalty: 3023.745117
	Iteration 138Q: 3 clusters Score -540506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -540505.562500 Penalty: 3023.745117
	Iteration 139Q: 3 clusters Score -540505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -540507.750000 Penalty: 3023.745117
	Iteration 140F: 3 clusters Score -540507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -540509.062500 Penalty: 3023.745117
	Iteration 141Q: 3 clusters Score -540509.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -540510.312500 Penalty: 3023.745117
	Iteration 142Q: 3 clusters Score -540510.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -540512.562500 Penalty: 3023.745117
	Iteration 143Q: 3 clusters Score -540512.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -540515.125000 Penalty: 3023.745117
	Iteration 144Q: 3 clusters Score -540515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -540516.125000 Penalty: 3023.745117
	Iteration 145Q: 3 clusters Score -540516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -540515.562500 Penalty: 3023.745117
	Iteration 146Q: 3 clusters Score -540515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -540516.687500 Penalty: 3023.745117
	Iteration 147Q: 3 clusters Score -540516.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -540518.125000 Penalty: 3023.745117
	Iteration 148Q: 3 clusters Score -540518.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -540520.812500 Penalty: 3023.745117
	Iteration 149Q: 3 clusters Score -540520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -540520.125000 Penalty: 3023.745117
	Iteration 150Q: 3 clusters Score -540520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -540522.250000 Penalty: 3023.745117
	Iteration 151Q: 3 clusters Score -540522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -540523.187500 Penalty: 3023.745117
	Iteration 152Q: 3 clusters Score -540523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -540525.437500 Penalty: 3023.745117
	Iteration 153Q: 3 clusters Score -540525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -540525.312500 Penalty: 3023.745117
	Iteration 154Q: 3 clusters Score -540525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -540528.375000 Penalty: 3023.745117
	Iteration 155Q: 3 clusters Score -540528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -540528.625000 Penalty: 3023.745117
	Iteration 156Q: 3 clusters Score -540528.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -540531.750000 Penalty: 3023.745117
	Iteration 157Q: 3 clusters Score -540531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -540535.000000 Penalty: 3023.745117
	Iteration 158Q: 3 clusters Score -540535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -540537.062500 Penalty: 3023.745117
	Iteration 159Q: 3 clusters Score -540537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -540537.000000 Penalty: 3023.745117
	Iteration 160F: 3 clusters Score -540537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -540538.375000 Penalty: 3023.745117
	Iteration 161Q: 3 clusters Score -540538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -540539.625000 Penalty: 3023.745117
	Iteration 162Q: 3 clusters Score -540539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -540541.875000 Penalty: 3023.745117
	Iteration 163Q: 3 clusters Score -540541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -540542.875000 Penalty: 3023.745117
	Iteration 164Q: 3 clusters Score -540542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -540543.750000 Penalty: 3023.745117
	Iteration 165Q: 3 clusters Score -540543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -540545.562500 Penalty: 3023.745117
	Iteration 166Q: 3 clusters Score -540545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -540545.812500 Penalty: 3023.745117
	Iteration 167Q: 3 clusters Score -540545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -540545.812500 Penalty: 3023.745117
	Iteration 168F: 3 clusters Score -540545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -192644.468750 Penalty: 1336.295898
	Iteration 0F: 2 clusters Score -192644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -189488.453125 Penalty: 2672.591797
	Iteration 0F: 3 clusters Score -189488.5 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -190219.359375 Penalty: 2672.591797
	Iteration 1F: 3 clusters Score -190219.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -190340.296875 Penalty: 2672.591797
	Iteration 2F: 3 clusters Score -190340.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -190419.562500 Penalty: 2672.591797
	Iteration 3Q: 3 clusters Score -190419.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -190477.234375 Penalty: 2672.591797
	Iteration 4Q: 3 clusters Score -190477.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -190521.437500 Penalty: 2672.591797
	Iteration 5Q: 3 clusters Score -190521.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -190566.500000 Penalty: 2672.591797
	Iteration 6Q: 3 clusters Score -190566.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -190598.765625 Penalty: 2672.591797
	Iteration 7Q: 3 clusters Score -190598.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -190623.750000 Penalty: 2672.591797
	Iteration 8Q: 3 clusters Score -190623.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -190645.328125 Penalty: 2672.591797
	Iteration 9Q: 3 clusters Score -190645.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -190664.843750 Penalty: 2672.591797
	Iteration 10Q: 3 clusters Score -190664.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -190678.906250 Penalty: 2672.591797
	Iteration 11Q: 3 clusters Score -190678.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -190692.906250 Penalty: 2672.591797
	Iteration 12Q: 3 clusters Score -190692.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -190704.218750 Penalty: 2672.591797
	Iteration 13Q: 3 clusters Score -190704.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -190717.343750 Penalty: 2672.591797
	Iteration 14Q: 3 clusters Score -190717.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -190734.921875 Penalty: 2672.591797
	Iteration 15Q: 3 clusters Score -190734.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -190753.343750 Penalty: 2672.591797
	Iteration 16Q: 3 clusters Score -190753.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -190769.562500 Penalty: 2672.591797
	Iteration 17Q: 3 clusters Score -190769.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -190788.187500 Penalty: 2672.591797
	Iteration 18Q: 3 clusters Score -190788.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -190807.000000 Penalty: 2672.591797
	Iteration 19Q: 3 clusters Score -190807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -190821.890625 Penalty: 2672.591797
	Iteration 20F: 3 clusters Score -190821.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -190837.765625 Penalty: 2672.591797
	Iteration 21Q: 3 clusters Score -190837.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -190851.312500 Penalty: 2672.591797
	Iteration 22Q: 3 clusters Score -190851.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190872.890625 Penalty: 2672.591797
	Iteration 23Q: 3 clusters Score -190872.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -190898.218750 Penalty: 2672.591797
	Iteration 24Q: 3 clusters Score -190898.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -190922.406250 Penalty: 2672.591797
	Iteration 25Q: 3 clusters Score -190922.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -190950.562500 Penalty: 2672.591797
	Iteration 26Q: 3 clusters Score -190950.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -190983.781250 Penalty: 2672.591797
	Iteration 27Q: 3 clusters Score -190983.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -191018.609375 Penalty: 2672.591797
	Iteration 28Q: 3 clusters Score -191018.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191061.890625 Penalty: 2672.591797
	Iteration 29Q: 3 clusters Score -191061.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -191112.000000 Penalty: 2672.591797
	Iteration 30Q: 3 clusters Score -191112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -191158.453125 Penalty: 2672.591797
	Iteration 31Q: 3 clusters Score -191158.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191210.375000 Penalty: 2672.591797
	Iteration 32Q: 3 clusters Score -191210.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -191256.015625 Penalty: 2672.591797
	Iteration 33Q: 3 clusters Score -191256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -191297.250000 Penalty: 2672.591797
	Iteration 34Q: 3 clusters Score -191297.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -191326.703125 Penalty: 2672.591797
	Iteration 35Q: 3 clusters Score -191326.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -191346.546875 Penalty: 2672.591797
	Iteration 36Q: 3 clusters Score -191346.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -191369.953125 Penalty: 2672.591797
	Iteration 37Q: 3 clusters Score -191370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -191387.812500 Penalty: 2672.591797
	Iteration 38Q: 3 clusters Score -191387.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -191398.515625 Penalty: 2672.591797
	Iteration 39Q: 3 clusters Score -191398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -191403.906250 Penalty: 2672.591797
	Iteration 40F: 3 clusters Score -191403.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -191410.953125 Penalty: 2672.591797
	Iteration 41Q: 3 clusters Score -191411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -191416.640625 Penalty: 2672.591797
	Iteration 42Q: 3 clusters Score -191416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -191424.984375 Penalty: 2672.591797
	Iteration 43Q: 3 clusters Score -191425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -191431.046875 Penalty: 2672.591797
	Iteration 44Q: 3 clusters Score -191431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -191437.171875 Penalty: 2672.591797
	Iteration 45Q: 3 clusters Score -191437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -191438.468750 Penalty: 2672.591797
	Iteration 46Q: 3 clusters Score -191438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -191440.062500 Penalty: 2672.591797
	Iteration 47Q: 3 clusters Score -191440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -191443.156250 Penalty: 2672.591797
	Iteration 48Q: 3 clusters Score -191443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -191445.312500 Penalty: 2672.591797
	Iteration 49Q: 3 clusters Score -191445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -191446.093750 Penalty: 2672.591797
	Iteration 50Q: 3 clusters Score -191446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -191451.953125 Penalty: 2672.591797
	Iteration 51Q: 3 clusters Score -191452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -191453.203125 Penalty: 2672.591797
	Iteration 52Q: 3 clusters Score -191453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -191455.656250 Penalty: 2672.591797
	Iteration 53Q: 3 clusters Score -191455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -191458.593750 Penalty: 2672.591797
	Iteration 54Q: 3 clusters Score -191458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -191464.640625 Penalty: 2672.591797
	Iteration 55Q: 3 clusters Score -191464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -191467.703125 Penalty: 2672.591797
	Iteration 56Q: 3 clusters Score -191467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -191469.578125 Penalty: 2672.591797
	Iteration 57Q: 3 clusters Score -191469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -191469.609375 Penalty: 2672.591797
	Iteration 58Q: 3 clusters Score -191469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -191469.609375 Penalty: 2672.591797
	Iteration 59F: 3 clusters Score -191469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Entering Unmasked Estep 
Score: -3195843.000000 Penalty: 1801.417114
	Iteration 0F: 2 clusters Score -3195843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3152285.500000 Penalty: 3602.834229
	Iteration 0F: 3 clusters Score -3152286 nChanged 30904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -3170044.500000 Penalty: 3602.834229
	Iteration 1F: 3 clusters Score -3170044 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -3170787.250000 Penalty: 3602.834229
	Iteration 2Q: 3 clusters Score -3170787 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -3171735.000000 Penalty: 3602.834229
	Iteration 3Q: 3 clusters Score -3171735 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -3172911.500000 Penalty: 3602.834229
	Iteration 4Q: 3 clusters Score -3172912 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3174604.500000 Penalty: 3602.834229
	Iteration 5F: 3 clusters Score -3174604 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -3177059.500000 Penalty: 3602.834229
	Iteration 6F: 3 clusters Score -3177060 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -3180316.750000 Penalty: 3602.834229
	Iteration 7F: 3 clusters Score -3180317 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -3183857.250000 Penalty: 3602.834229
	Iteration 8F: 3 clusters Score -3183857 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -3186520.250000 Penalty: 3602.834229
	Iteration 9F: 3 clusters Score -3186520 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -3187865.750000 Penalty: 3602.834229
	Iteration 10Q: 3 clusters Score -3187866 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -3188473.250000 Penalty: 3602.834229
	Iteration 11Q: 3 clusters Score -3188473 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -3188906.750000 Penalty: 3602.834229
	Iteration 12Q: 3 clusters Score -3188907 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -3189280.750000 Penalty: 3602.834229
	Iteration 13Q: 3 clusters Score -3189281 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -3189659.000000 Penalty: 3602.834229
	Iteration 14Q: 3 clusters Score -3189659 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -3190018.250000 Penalty: 3602.834229
	Iteration 15Q: 3 clusters Score -3190018 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -3190333.750000 Penalty: 3602.834229
	Iteration 16Q: 3 clusters Score -3190334 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -3190665.250000 Penalty: 3602.834229
	Iteration 17Q: 3 clusters Score -3190665 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -3190941.750000 Penalty: 3602.834229
	Iteration 18Q: 3 clusters Score -3190942 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -3191205.250000 Penalty: 3602.834229
	Iteration 19Q: 3 clusters Score -3191205 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -3191440.000000 Penalty: 3602.834229
	Iteration 20F: 3 clusters Score -3191440 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -3191672.500000 Penalty: 3602.834229
	Iteration 21Q: 3 clusters Score -3191672 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -3191890.250000 Penalty: 3602.834229
	Iteration 22Q: 3 clusters Score -3191890 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -3192099.500000 Penalty: 3602.834229
	Iteration 23Q: 3 clusters Score -3192100 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -3192290.250000 Penalty: 3602.834229
	Iteration 24Q: 3 clusters Score -3192290 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -3192470.750000 Penalty: 3602.834229
	Iteration 25Q: 3 clusters Score -3192471 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -3192624.250000 Penalty: 3602.834229
	Iteration 26Q: 3 clusters Score -3192624 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -3192791.750000 Penalty: 3602.834229
	Iteration 27Q: 3 clusters Score -3192792 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -3192955.250000 Penalty: 3602.834229
	Iteration 28Q: 3 clusters Score -3192955 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -3193085.500000 Penalty: 3602.834229
	Iteration 29Q: 3 clusters Score -3193086 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -3193173.000000 Penalty: 3602.834229
	Iteration 30Q: 3 clusters Score -3193173 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -3193287.750000 Penalty: 3602.834229
	Iteration 31Q: 3 clusters Score -3193288 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -3193397.750000 Penalty: 3602.834229
	Iteration 32Q: 3 clusters Score -3193398 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -3193496.500000 Penalty: 3602.834229
	Iteration 33Q: 3 clusters Score -3193496 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -3193573.750000 Penalty: 3602.834229
	Iteration 34Q: 3 clusters Score -3193574 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -3193632.250000 Penalty: 3602.834229
	Iteration 35Q: 3 clusters Score -3193632 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -3193726.000000 Penalty: 3602.834229
	Iteration 36Q: 3 clusters Score -3193726 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -3193788.000000 Penalty: 3602.834229
	Iteration 37Q: 3 clusters Score -3193788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -3193833.750000 Penalty: 3602.834229
	Iteration 38Q: 3 clusters Score -3193834 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -3193884.000000 Penalty: 3602.834229
	Iteration 39Q: 3 clusters Score -3193884 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -3193928.000000 Penalty: 3602.834229
	Iteration 40F: 3 clusters Score -3193928 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -3193982.500000 Penalty: 3602.834229
	Iteration 41Q: 3 clusters Score -3193982 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -3194027.500000 Penalty: 3602.834229
	Iteration 42Q: 3 clusters Score -3194028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -3194059.750000 Penalty: 3602.834229
	Iteration 43Q: 3 clusters Score -3194060 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -3194106.000000 Penalty: 3602.834229
	Iteration 44Q: 3 clusters Score -3194106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -3194184.250000 Penalty: 3602.834229
	Iteration 45Q: 3 clusters Score -3194184 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -3194235.250000 Penalty: 3602.834229
	Iteration 46Q: 3 clusters Score -3194235 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -3194307.000000 Penalty: 3602.834229
	Iteration 47Q: 3 clusters Score -3194307 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -3194386.250000 Penalty: 3602.834229
	Iteration 48Q: 3 clusters Score -3194386 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -3194461.000000 Penalty: 3602.834229
	Iteration 49Q: 3 clusters Score -3194461 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -3194537.750000 Penalty: 3602.834229
	Iteration 50Q: 3 clusters Score -3194538 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -3194589.250000 Penalty: 3602.834229
	Iteration 51Q: 3 clusters Score -3194589 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -3194641.250000 Penalty: 3602.834229
	Iteration 52Q: 3 clusters Score -3194641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -3194665.250000 Penalty: 3602.834229
	Iteration 53Q: 3 clusters Score -3194665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -3194688.250000 Penalty: 3602.834229
	Iteration 54Q: 3 clusters Score -3194688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -3194699.000000 Penalty: 3602.834229
	Iteration 55Q: 3 clusters Score -3194699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -3194717.250000 Penalty: 3602.834229
	Iteration 56Q: 3 clusters Score -3194717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -3194723.500000 Penalty: 3602.834229
	Iteration 57Q: 3 clusters Score -3194724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -3194729.500000 Penalty: 3602.834229
	Iteration 58Q: 3 clusters Score -3194730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -3194725.750000 Penalty: 3602.834229
	Iteration 59Q: 3 clusters Score -3194726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -3194731.500000 Penalty: 3602.834229
	Iteration 60F: 3 clusters Score -3194732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -3194731.000000 Penalty: 3602.834229
	Iteration 61Q: 3 clusters Score -3194731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -3194729.500000 Penalty: 3602.834229
	Iteration 62Q: 3 clusters Score -3194730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -3194732.500000 Penalty: 3602.834229
	Iteration 63Q: 3 clusters Score -3194732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -3194734.500000 Penalty: 3602.834229
	Iteration 64Q: 3 clusters Score -3194734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -3194732.250000 Penalty: 3602.834229
	Iteration 65Q: 3 clusters Score -3194732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -3194732.250000 Penalty: 3602.834229
	Iteration 66F: 3 clusters Score -3194732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Entering Unmasked Estep 
Score: -1093201.875000 Penalty: 1628.369751
	Iteration 0F: 2 clusters Score -1093202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1077984.625000 Penalty: 3256.739502
	Iteration 0F: 3 clusters Score -1077985 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1083753.750000 Penalty: 3256.739502
	Iteration 1F: 3 clusters Score -1083754 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1084175.250000 Penalty: 3256.739502
	Iteration 2Q: 3 clusters Score -1084175 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1084598.375000 Penalty: 3256.739502
	Iteration 3Q: 3 clusters Score -1084598 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1085108.875000 Penalty: 3256.739502
	Iteration 4Q: 3 clusters Score -1085109 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1085793.000000 Penalty: 3256.739502
	Iteration 5F: 3 clusters Score -1085793 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1086606.750000 Penalty: 3256.739502
	Iteration 6F: 3 clusters Score -1086607 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1087570.500000 Penalty: 3256.739502
	Iteration 7F: 3 clusters Score -1087570 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1088661.500000 Penalty: 3256.739502
	Iteration 8F: 3 clusters Score -1088662 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1089719.000000 Penalty: 3256.739502
	Iteration 9F: 3 clusters Score -1089719 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1090574.375000 Penalty: 3256.739502
	Iteration 10Q: 3 clusters Score -1090574 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1091195.125000 Penalty: 3256.739502
	Iteration 11Q: 3 clusters Score -1091195 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1091593.375000 Penalty: 3256.739502
	Iteration 12Q: 3 clusters Score -1091593 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1091813.000000 Penalty: 3256.739502
	Iteration 13Q: 3 clusters Score -1091813 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1091939.125000 Penalty: 3256.739502
	Iteration 14Q: 3 clusters Score -1091939 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1092021.625000 Penalty: 3256.739502
	Iteration 15Q: 3 clusters Score -1092022 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1092059.875000 Penalty: 3256.739502
	Iteration 16Q: 3 clusters Score -1092060 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1092092.500000 Penalty: 3256.739502
	Iteration 17Q: 3 clusters Score -1092092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1092107.125000 Penalty: 3256.739502
	Iteration 18Q: 3 clusters Score -1092107 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1092115.250000 Penalty: 3256.739502
	Iteration 19Q: 3 clusters Score -1092115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1092131.000000 Penalty: 3256.739502
	Iteration 20F: 3 clusters Score -1092131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1092134.625000 Penalty: 3256.739502
	Iteration 21Q: 3 clusters Score -1092135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1092139.125000 Penalty: 3256.739502
	Iteration 22Q: 3 clusters Score -1092139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1092141.375000 Penalty: 3256.739502
	Iteration 23Q: 3 clusters Score -1092141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1092145.250000 Penalty: 3256.739502
	Iteration 24Q: 3 clusters Score -1092145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1092145.750000 Penalty: 3256.739502
	Iteration 25Q: 3 clusters Score -1092146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1092153.125000 Penalty: 3256.739502
	Iteration 26Q: 3 clusters Score -1092153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1092153.500000 Penalty: 3256.739502
	Iteration 27Q: 3 clusters Score -1092154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1092158.250000 Penalty: 3256.739502
	Iteration 28Q: 3 clusters Score -1092158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1092160.750000 Penalty: 3256.739502
	Iteration 29Q: 3 clusters Score -1092161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1092161.125000 Penalty: 3256.739502
	Iteration 30Q: 3 clusters Score -1092161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1092161.250000 Penalty: 3256.739502
	Iteration 31Q: 3 clusters Score -1092161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1092161.875000 Penalty: 3256.739502
	Iteration 32Q: 3 clusters Score -1092162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1092162.000000 Penalty: 3256.739502
	Iteration 33Q: 3 clusters Score -1092162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1092163.875000 Penalty: 3256.739502
	Iteration 34Q: 3 clusters Score -1092164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1092166.250000 Penalty: 3256.739502
	Iteration 35Q: 3 clusters Score -1092166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1092166.375000 Penalty: 3256.739502
	Iteration 36Q: 3 clusters Score -1092166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1092166.500000 Penalty: 3256.739502
	Iteration 37Q: 3 clusters Score -1092166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1092168.375000 Penalty: 3256.739502
	Iteration 38Q: 3 clusters Score -1092168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1092167.875000 Penalty: 3256.739502
	Iteration 39Q: 3 clusters Score -1092168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1092169.000000 Penalty: 3256.739502
	Iteration 40F: 3 clusters Score -1092169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1092165.750000 Penalty: 3256.739502
	Iteration 41Q: 3 clusters Score -1092166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1092166.250000 Penalty: 3256.739502
	Iteration 42Q: 3 clusters Score -1092166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1092168.125000 Penalty: 3256.739502
	Iteration 43Q: 3 clusters Score -1092168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1092168.875000 Penalty: 3256.739502
	Iteration 44Q: 3 clusters Score -1092169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1092167.250000 Penalty: 3256.739502
	Iteration 45Q: 3 clusters Score -1092167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1092173.750000 Penalty: 3256.739502
	Iteration 46Q: 3 clusters Score -1092174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1092170.500000 Penalty: 3256.739502
	Iteration 47Q: 3 clusters Score -1092170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1092169.875000 Penalty: 3256.739502
	Iteration 48Q: 3 clusters Score -1092170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1092168.625000 Penalty: 3256.739502
	Iteration 49Q: 3 clusters Score -1092169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1092168.875000 Penalty: 3256.739502
	Iteration 50Q: 3 clusters Score -1092169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1092167.375000 Penalty: 3256.739502
	Iteration 51Q: 3 clusters Score -1092167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1092167.125000 Penalty: 3256.739502
	Iteration 52Q: 3 clusters Score -1092167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1092167.125000 Penalty: 3256.739502
	Iteration 53F: 3 clusters Score -1092167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -240304.531250 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -240304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -236388.578125 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -236388.6 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -237414.046875 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -237414 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -237568.625000 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -237568.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -237670.765625 Penalty: 2757.786377
	Iteration 3Q: 3 clusters Score -237670.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -237752.937500 Penalty: 2757.786377
	Iteration 4Q: 3 clusters Score -237752.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -237821.890625 Penalty: 2757.786377
	Iteration 5Q: 3 clusters Score -237821.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -237884.234375 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -237884.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -237942.609375 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -237942.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -238000.718750 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -238000.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -238051.125000 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -238051.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -238094.578125 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -238094.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -238147.671875 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -238147.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -238191.937500 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -238191.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -238232.578125 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -238232.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -238287.734375 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -238287.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -238342.843750 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -238342.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -238376.218750 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -238376.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -238404.921875 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -238404.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -238432.343750 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -238432.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -238463.250000 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -238463.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -238491.625000 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -238491.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -238523.203125 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -238523.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -238550.546875 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -238550.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -238576.968750 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -238577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -238600.500000 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -238600.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -238621.390625 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -238621.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -238641.578125 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -238641.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -238656.671875 Penalty: 2757.786377
	Iteration 27Q: 3 clusters Score -238656.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -238671.343750 Penalty: 2757.786377
	Iteration 28Q: 3 clusters Score -238671.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -238686.718750 Penalty: 2757.786377
	Iteration 29Q: 3 clusters Score -238686.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -238698.453125 Penalty: 2757.786377
	Iteration 30Q: 3 clusters Score -238698.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -238707.937500 Penalty: 2757.786377
	Iteration 31Q: 3 clusters Score -238707.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -238717.546875 Penalty: 2757.786377
	Iteration 32Q: 3 clusters Score -238717.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -238726.937500 Penalty: 2757.786377
	Iteration 33Q: 3 clusters Score -238726.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -238732.343750 Penalty: 2757.786377
	Iteration 34Q: 3 clusters Score -238732.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -238737.718750 Penalty: 2757.786377
	Iteration 35Q: 3 clusters Score -238737.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -238742.437500 Penalty: 2757.786377
	Iteration 36Q: 3 clusters Score -238742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -238746.609375 Penalty: 2757.786377
	Iteration 37Q: 3 clusters Score -238746.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -238751.156250 Penalty: 2757.786377
	Iteration 38Q: 3 clusters Score -238751.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -238754.500000 Penalty: 2757.786377
	Iteration 39Q: 3 clusters Score -238754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -238759.062500 Penalty: 2757.786377
	Iteration 40F: 3 clusters Score -238759.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -238765.093750 Penalty: 2757.786377
	Iteration 41Q: 3 clusters Score -238765.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -238773.296875 Penalty: 2757.786377
	Iteration 42Q: 3 clusters Score -238773.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -238780.921875 Penalty: 2757.786377
	Iteration 43Q: 3 clusters Score -238780.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -238785.906250 Penalty: 2757.786377
	Iteration 44Q: 3 clusters Score -238785.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -238792.421875 Penalty: 2757.786377
	Iteration 45Q: 3 clusters Score -238792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -238799.156250 Penalty: 2757.786377
	Iteration 46Q: 3 clusters Score -238799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -238804.000000 Penalty: 2757.786377
	Iteration 47Q: 3 clusters Score -238804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -238805.609375 Penalty: 2757.786377
	Iteration 48Q: 3 clusters Score -238805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -238808.015625 Penalty: 2757.786377
	Iteration 49Q: 3 clusters Score -238808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -238809.625000 Penalty: 2757.786377
	Iteration 50Q: 3 clusters Score -238809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -238811.468750 Penalty: 2757.786377
	Iteration 51Q: 3 clusters Score -238811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -238812.765625 Penalty: 2757.786377
	Iteration 52Q: 3 clusters Score -238812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -238816.250000 Penalty: 2757.786377
	Iteration 53Q: 3 clusters Score -238816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -238818.593750 Penalty: 2757.786377
	Iteration 54Q: 3 clusters Score -238818.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -238821.468750 Penalty: 2757.786377
	Iteration 55Q: 3 clusters Score -238821.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -238823.078125 Penalty: 2757.786377
	Iteration 56Q: 3 clusters Score -238823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -238823.281250 Penalty: 2757.786377
	Iteration 57Q: 3 clusters Score -238823.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -238824.093750 Penalty: 2757.786377
	Iteration 58Q: 3 clusters Score -238824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -238825.390625 Penalty: 2757.786377
	Iteration 59Q: 3 clusters Score -238825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -238826.015625 Penalty: 2757.786377
	Iteration 60F: 3 clusters Score -238826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -238827.593750 Penalty: 2757.786377
	Iteration 61Q: 3 clusters Score -238827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -238828.515625 Penalty: 2757.786377
	Iteration 62Q: 3 clusters Score -238828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -238829.312500 Penalty: 2757.786377
	Iteration 63Q: 3 clusters Score -238829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -238831.187500 Penalty: 2757.786377
	Iteration 64Q: 3 clusters Score -238831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -238832.343750 Penalty: 2757.786377
	Iteration 65Q: 3 clusters Score -238832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -238833.609375 Penalty: 2757.786377
	Iteration 66Q: 3 clusters Score -238833.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -238835.609375 Penalty: 2757.786377
	Iteration 67Q: 3 clusters Score -238835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -238837.140625 Penalty: 2757.786377
	Iteration 68Q: 3 clusters Score -238837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -238839.515625 Penalty: 2757.786377
	Iteration 69Q: 3 clusters Score -238839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -238842.125000 Penalty: 2757.786377
	Iteration 70Q: 3 clusters Score -238842.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -238844.796875 Penalty: 2757.786377
	Iteration 71Q: 3 clusters Score -238844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -238848.203125 Penalty: 2757.786377
	Iteration 72Q: 3 clusters Score -238848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -238851.265625 Penalty: 2757.786377
	Iteration 73Q: 3 clusters Score -238851.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -238853.328125 Penalty: 2757.786377
	Iteration 74Q: 3 clusters Score -238853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -238855.671875 Penalty: 2757.786377
	Iteration 75Q: 3 clusters Score -238855.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -238858.109375 Penalty: 2757.786377
	Iteration 76Q: 3 clusters Score -238858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -238860.328125 Penalty: 2757.786377
	Iteration 77Q: 3 clusters Score -238860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -238862.531250 Penalty: 2757.786377
	Iteration 78Q: 3 clusters Score -238862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -238863.359375 Penalty: 2757.786377
	Iteration 79Q: 3 clusters Score -238863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -238864.875000 Penalty: 2757.786377
	Iteration 80F: 3 clusters Score -238864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -238867.078125 Penalty: 2757.786377
	Iteration 81Q: 3 clusters Score -238867.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -238870.781250 Penalty: 2757.786377
	Iteration 82Q: 3 clusters Score -238870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -238875.109375 Penalty: 2757.786377
	Iteration 83Q: 3 clusters Score -238875.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -238879.078125 Penalty: 2757.786377
	Iteration 84Q: 3 clusters Score -238879.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -238883.781250 Penalty: 2757.786377
	Iteration 85Q: 3 clusters Score -238883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -238886.453125 Penalty: 2757.786377
	Iteration 86Q: 3 clusters Score -238886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -238889.203125 Penalty: 2757.786377
	Iteration 87Q: 3 clusters Score -238889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -238891.265625 Penalty: 2757.786377
	Iteration 88Q: 3 clusters Score -238891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -238892.296875 Penalty: 2757.786377
	Iteration 89Q: 3 clusters Score -238892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -238894.156250 Penalty: 2757.786377
	Iteration 90Q: 3 clusters Score -238894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -238894.578125 Penalty: 2757.786377
	Iteration 91Q: 3 clusters Score -238894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -238896.109375 Penalty: 2757.786377
	Iteration 92Q: 3 clusters Score -238896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -238897.281250 Penalty: 2757.786377
	Iteration 93Q: 3 clusters Score -238897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -238898.843750 Penalty: 2757.786377
	Iteration 94Q: 3 clusters Score -238898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -238900.484375 Penalty: 2757.786377
	Iteration 95Q: 3 clusters Score -238900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -238901.437500 Penalty: 2757.786377
	Iteration 96Q: 3 clusters Score -238901.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -238902.421875 Penalty: 2757.786377
	Iteration 97Q: 3 clusters Score -238902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -238903.281250 Penalty: 2757.786377
	Iteration 98Q: 3 clusters Score -238903.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -238905.078125 Penalty: 2757.786377
	Iteration 99Q: 3 clusters Score -238905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -238906.921875 Penalty: 2757.786377
	Iteration 100F: 3 clusters Score -238906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -238908.281250 Penalty: 2757.786377
	Iteration 101Q: 3 clusters Score -238908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -238908.828125 Penalty: 2757.786377
	Iteration 102Q: 3 clusters Score -238908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -238909.312500 Penalty: 2757.786377
	Iteration 103Q: 3 clusters Score -238909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -238910.046875 Penalty: 2757.786377
	Iteration 104Q: 3 clusters Score -238910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -238910.750000 Penalty: 2757.786377
	Iteration 105Q: 3 clusters Score -238910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -238910.812500 Penalty: 2757.786377
	Iteration 106Q: 3 clusters Score -238910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -238911.156250 Penalty: 2757.786377
	Iteration 107Q: 3 clusters Score -238911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -238911.578125 Penalty: 2757.786377
	Iteration 108Q: 3 clusters Score -238911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -238912.312500 Penalty: 2757.786377
	Iteration 109Q: 3 clusters Score -238912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -238912.703125 Penalty: 2757.786377
	Iteration 110Q: 3 clusters Score -238912.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -238913.687500 Penalty: 2757.786377
	Iteration 111Q: 3 clusters Score -238913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -238914.578125 Penalty: 2757.786377
	Iteration 112Q: 3 clusters Score -238914.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -238915.312500 Penalty: 2757.786377
	Iteration 113Q: 3 clusters Score -238915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -238915.984375 Penalty: 2757.786377
	Iteration 114Q: 3 clusters Score -238916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -238916.343750 Penalty: 2757.786377
	Iteration 115Q: 3 clusters Score -238916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -238916.718750 Penalty: 2757.786377
	Iteration 116Q: 3 clusters Score -238916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -238916.515625 Penalty: 2757.786377
	Iteration 117Q: 3 clusters Score -238916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -238917.500000 Penalty: 2757.786377
	Iteration 118Q: 3 clusters Score -238917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -238919.328125 Penalty: 2757.786377
	Iteration 119Q: 3 clusters Score -238919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -238920.125000 Penalty: 2757.786377
	Iteration 120F: 3 clusters Score -238920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -238921.062500 Penalty: 2757.786377
	Iteration 121Q: 3 clusters Score -238921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -238921.406250 Penalty: 2757.786377
	Iteration 122Q: 3 clusters Score -238921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -238922.296875 Penalty: 2757.786377
	Iteration 123Q: 3 clusters Score -238922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -238923.078125 Penalty: 2757.786377
	Iteration 124Q: 3 clusters Score -238923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -238923.718750 Penalty: 2757.786377
	Iteration 125Q: 3 clusters Score -238923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -238925.015625 Penalty: 2757.786377
	Iteration 126Q: 3 clusters Score -238925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -238927.015625 Penalty: 2757.786377
	Iteration 127Q: 3 clusters Score -238927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -238929.484375 Penalty: 2757.786377
	Iteration 128Q: 3 clusters Score -238929.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -238931.250000 Penalty: 2757.786377
	Iteration 129Q: 3 clusters Score -238931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -238933.203125 Penalty: 2757.786377
	Iteration 130Q: 3 clusters Score -238933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -238934.890625 Penalty: 2757.786377
	Iteration 131Q: 3 clusters Score -238934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -238937.125000 Penalty: 2757.786377
	Iteration 132Q: 3 clusters Score -238937.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -238939.234375 Penalty: 2757.786377
	Iteration 133Q: 3 clusters Score -238939.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -238942.890625 Penalty: 2757.786377
	Iteration 134Q: 3 clusters Score -238942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -238944.375000 Penalty: 2757.786377
	Iteration 135Q: 3 clusters Score -238944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -238946.421875 Penalty: 2757.786377
	Iteration 136Q: 3 clusters Score -238946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -238948.140625 Penalty: 2757.786377
	Iteration 137Q: 3 clusters Score -238948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -238949.421875 Penalty: 2757.786377
	Iteration 138Q: 3 clusters Score -238949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -238951.828125 Penalty: 2757.786377
	Iteration 139Q: 3 clusters Score -238951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -238953.421875 Penalty: 2757.786377
	Iteration 140F: 3 clusters Score -238953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -238954.187500 Penalty: 2757.786377
	Iteration 141Q: 3 clusters Score -238954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -238954.984375 Penalty: 2757.786377
	Iteration 142Q: 3 clusters Score -238955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -238957.031250 Penalty: 2757.786377
	Iteration 143Q: 3 clusters Score -238957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -238957.359375 Penalty: 2757.786377
	Iteration 144Q: 3 clusters Score -238957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -238957.765625 Penalty: 2757.786377
	Iteration 145Q: 3 clusters Score -238957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -238959.031250 Penalty: 2757.786377
	Iteration 146Q: 3 clusters Score -238959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -238959.390625 Penalty: 2757.786377
	Iteration 147Q: 3 clusters Score -238959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -238959.640625 Penalty: 2757.786377
	Iteration 148Q: 3 clusters Score -238959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -238960.093750 Penalty: 2757.786377
	Iteration 149Q: 3 clusters Score -238960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -238961.187500 Penalty: 2757.786377
	Iteration 150Q: 3 clusters Score -238961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -238961.406250 Penalty: 2757.786377
	Iteration 151Q: 3 clusters Score -238961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -238961.453125 Penalty: 2757.786377
	Iteration 152Q: 3 clusters Score -238961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -238961.781250 Penalty: 2757.786377
	Iteration 153Q: 3 clusters Score -238961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -238961.828125 Penalty: 2757.786377
	Iteration 154Q: 3 clusters Score -238961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -238962.203125 Penalty: 2757.786377
	Iteration 155Q: 3 clusters Score -238962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -238962.453125 Penalty: 2757.786377
	Iteration 156Q: 3 clusters Score -238962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -238962.453125 Penalty: 2757.786377
	Iteration 157F: 3 clusters Score -238962.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -89312.859375 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -89312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -87306.507812 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -87306.51 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -87722.976562 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -87722.98 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -87828.515625 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -87828.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -87872.640625 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -87872.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -87899.125000 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -87899.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -87913.156250 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -87913.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -87919.804688 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -87919.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -87923.148438 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -87923.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -87928.804688 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -87928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -87934.546875 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -87934.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -87938.562500 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -87938.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -87941.343750 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -87941.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -87945.156250 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -87945.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -87949.882812 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -87949.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -87955.203125 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -87955.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -87962.125000 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -87962.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -87968.031250 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -87968.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -87971.617188 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -87971.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -87976.421875 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -87976.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -87978.179688 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -87978.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -87979.468750 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -87979.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -87981.656250 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -87981.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -87984.203125 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -87984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -87985.601562 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -87985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -87986.179688 Penalty: 2444.428223
	Iteration 24Q: 3 clusters Score -87986.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -87986.609375 Penalty: 2444.428223
	Iteration 25Q: 3 clusters Score -87986.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -87987.539062 Penalty: 2444.428223
	Iteration 26Q: 3 clusters Score -87987.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -87987.929688 Penalty: 2444.428223
	Iteration 27Q: 3 clusters Score -87987.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -87988.828125 Penalty: 2444.428223
	Iteration 28Q: 3 clusters Score -87988.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -87988.828125 Penalty: 2444.428223
	Iteration 29F: 3 clusters Score -87988.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Entering Unmasked Estep 
Score: -592985.187500 Penalty: 1531.622803
	Iteration 0F: 2 clusters Score -592985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -584208.250000 Penalty: 3063.245605
	Iteration 0F: 3 clusters Score -584208.2 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -587165.812500 Penalty: 3063.245605
	Iteration 1F: 3 clusters Score -587165.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -587452.687500 Penalty: 3063.245605
	Iteration 2F: 3 clusters Score -587452.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -587710.875000 Penalty: 3063.245605
	Iteration 3Q: 3 clusters Score -587710.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -588007.687500 Penalty: 3063.245605
	Iteration 4Q: 3 clusters Score -588007.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -588394.437500 Penalty: 3063.245605
	Iteration 5Q: 3 clusters Score -588394.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -588922.812500 Penalty: 3063.245605
	Iteration 6Q: 3 clusters Score -588922.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -589519.500000 Penalty: 3063.245605
	Iteration 7F: 3 clusters Score -589519.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -590149.437500 Penalty: 3063.245605
	Iteration 8F: 3 clusters Score -590149.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -590704.062500 Penalty: 3063.245605
	Iteration 9F: 3 clusters Score -590704.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -591153.437500 Penalty: 3063.245605
	Iteration 10F: 3 clusters Score -591153.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -591479.000000 Penalty: 3063.245605
	Iteration 11Q: 3 clusters Score -591479 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -591669.437500 Penalty: 3063.245605
	Iteration 12Q: 3 clusters Score -591669.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -591779.625000 Penalty: 3063.245605
	Iteration 13Q: 3 clusters Score -591779.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -591850.875000 Penalty: 3063.245605
	Iteration 14Q: 3 clusters Score -591850.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -591903.250000 Penalty: 3063.245605
	Iteration 15Q: 3 clusters Score -591903.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -591950.375000 Penalty: 3063.245605
	Iteration 16Q: 3 clusters Score -591950.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -591994.375000 Penalty: 3063.245605
	Iteration 17Q: 3 clusters Score -591994.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -592028.562500 Penalty: 3063.245605
	Iteration 18Q: 3 clusters Score -592028.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -592064.125000 Penalty: 3063.245605
	Iteration 19Q: 3 clusters Score -592064.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -592095.875000 Penalty: 3063.245605
	Iteration 20F: 3 clusters Score -592095.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -592115.062500 Penalty: 3063.245605
	Iteration 21Q: 3 clusters Score -592115.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -592133.500000 Penalty: 3063.245605
	Iteration 22Q: 3 clusters Score -592133.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -592149.312500 Penalty: 3063.245605
	Iteration 23Q: 3 clusters Score -592149.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -592166.812500 Penalty: 3063.245605
	Iteration 24Q: 3 clusters Score -592166.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -592178.437500 Penalty: 3063.245605
	Iteration 25Q: 3 clusters Score -592178.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -592185.937500 Penalty: 3063.245605
	Iteration 26Q: 3 clusters Score -592185.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -592192.437500 Penalty: 3063.245605
	Iteration 27Q: 3 clusters Score -592192.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -592197.812500 Penalty: 3063.245605
	Iteration 28Q: 3 clusters Score -592197.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -592201.500000 Penalty: 3063.245605
	Iteration 29Q: 3 clusters Score -592201.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -592205.500000 Penalty: 3063.245605
	Iteration 30Q: 3 clusters Score -592205.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -592208.750000 Penalty: 3063.245605
	Iteration 31Q: 3 clusters Score -592208.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -592210.250000 Penalty: 3063.245605
	Iteration 32Q: 3 clusters Score -592210.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -592215.250000 Penalty: 3063.245605
	Iteration 33Q: 3 clusters Score -592215.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -592214.562500 Penalty: 3063.245605
	Iteration 34Q: 3 clusters Score -592214.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -592218.750000 Penalty: 3063.245605
	Iteration 35Q: 3 clusters Score -592218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -592219.687500 Penalty: 3063.245605
	Iteration 36Q: 3 clusters Score -592219.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -592222.687500 Penalty: 3063.245605
	Iteration 37Q: 3 clusters Score -592222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -592225.812500 Penalty: 3063.245605
	Iteration 38Q: 3 clusters Score -592225.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -592224.500000 Penalty: 3063.245605
	Iteration 39Q: 3 clusters Score -592224.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -592226.625000 Penalty: 3063.245605
	Iteration 40F: 3 clusters Score -592226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -592228.375000 Penalty: 3063.245605
	Iteration 41Q: 3 clusters Score -592228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -592229.625000 Penalty: 3063.245605
	Iteration 42Q: 3 clusters Score -592229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -592230.625000 Penalty: 3063.245605
	Iteration 43Q: 3 clusters Score -592230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -592231.625000 Penalty: 3063.245605
	Iteration 44Q: 3 clusters Score -592231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -592232.250000 Penalty: 3063.245605
	Iteration 45Q: 3 clusters Score -592232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -592233.687500 Penalty: 3063.245605
	Iteration 46Q: 3 clusters Score -592233.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -592233.625000 Penalty: 3063.245605
	Iteration 47Q: 3 clusters Score -592233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -592233.062500 Penalty: 3063.245605
	Iteration 48Q: 3 clusters Score -592233.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -592234.687500 Penalty: 3063.245605
	Iteration 49Q: 3 clusters Score -592234.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -592236.625000 Penalty: 3063.245605
	Iteration 50Q: 3 clusters Score -592236.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -592237.187500 Penalty: 3063.245605
	Iteration 51Q: 3 clusters Score -592237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -592238.937500 Penalty: 3063.245605
	Iteration 52Q: 3 clusters Score -592238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -592240.125000 Penalty: 3063.245605
	Iteration 53Q: 3 clusters Score -592240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -592239.937500 Penalty: 3063.245605
	Iteration 54Q: 3 clusters Score -592239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -592239.187500 Penalty: 3063.245605
	Iteration 55Q: 3 clusters Score -592239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -592241.187500 Penalty: 3063.245605
	Iteration 56Q: 3 clusters Score -592241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -592241.875000 Penalty: 3063.245605
	Iteration 57Q: 3 clusters Score -592241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -592243.937500 Penalty: 3063.245605
	Iteration 58Q: 3 clusters Score -592243.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -592244.500000 Penalty: 3063.245605
	Iteration 59Q: 3 clusters Score -592244.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -592244.937500 Penalty: 3063.245605
	Iteration 60F: 3 clusters Score -592244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -592246.312500 Penalty: 3063.245605
	Iteration 61Q: 3 clusters Score -592246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -592248.812500 Penalty: 3063.245605
	Iteration 62Q: 3 clusters Score -592248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -592247.187500 Penalty: 3063.245605
	Iteration 63Q: 3 clusters Score -592247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -592247.125000 Penalty: 3063.245605
	Iteration 64Q: 3 clusters Score -592247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -592247.562500 Penalty: 3063.245605
	Iteration 65Q: 3 clusters Score -592247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -592248.062500 Penalty: 3063.245605
	Iteration 66Q: 3 clusters Score -592248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -592248.062500 Penalty: 3063.245605
	Iteration 67Q: 3 clusters Score -592248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -592248.750000 Penalty: 3063.245605
	Iteration 68Q: 3 clusters Score -592248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -592247.625000 Penalty: 3063.245605
	Iteration 69Q: 3 clusters Score -592247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -592248.687500 Penalty: 3063.245605
	Iteration 70Q: 3 clusters Score -592248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -592249.687500 Penalty: 3063.245605
	Iteration 71Q: 3 clusters Score -592249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -592248.937500 Penalty: 3063.245605
	Iteration 72Q: 3 clusters Score -592248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -592251.187500 Penalty: 3063.245605
	Iteration 73Q: 3 clusters Score -592251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -592251.812500 Penalty: 3063.245605
	Iteration 74Q: 3 clusters Score -592251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -592250.812500 Penalty: 3063.245605
	Iteration 75Q: 3 clusters Score -592250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -592251.312500 Penalty: 3063.245605
	Iteration 76Q: 3 clusters Score -592251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -592250.312500 Penalty: 3063.245605
	Iteration 77Q: 3 clusters Score -592250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -592252.125000 Penalty: 3063.245605
	Iteration 78Q: 3 clusters Score -592252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -592252.125000 Penalty: 3063.245605
	Iteration 79Q: 3 clusters Score -592252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -592252.812500 Penalty: 3063.245605
	Iteration 80F: 3 clusters Score -592252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -592252.625000 Penalty: 3063.245605
	Iteration 81Q: 3 clusters Score -592252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -592253.437500 Penalty: 3063.245605
	Iteration 82Q: 3 clusters Score -592253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -592254.312500 Penalty: 3063.245605
	Iteration 83Q: 3 clusters Score -592254.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -592253.250000 Penalty: 3063.245605
	Iteration 84Q: 3 clusters Score -592253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -592255.812500 Penalty: 3063.245605
	Iteration 85Q: 3 clusters Score -592255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -592254.875000 Penalty: 3063.245605
	Iteration 86Q: 3 clusters Score -592254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -592255.125000 Penalty: 3063.245605
	Iteration 87Q: 3 clusters Score -592255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -592257.500000 Penalty: 3063.245605
	Iteration 88Q: 3 clusters Score -592257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -592257.875000 Penalty: 3063.245605
	Iteration 89Q: 3 clusters Score -592257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -592258.375000 Penalty: 3063.245605
	Iteration 90Q: 3 clusters Score -592258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -592258.750000 Penalty: 3063.245605
	Iteration 91Q: 3 clusters Score -592258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -592258.812500 Penalty: 3063.245605
	Iteration 92Q: 3 clusters Score -592258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -592258.812500 Penalty: 3063.245605
	Iteration 93Q: 3 clusters Score -592258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -592258.125000 Penalty: 3063.245605
	Iteration 94Q: 3 clusters Score -592258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -592260.312500 Penalty: 3063.245605
	Iteration 95Q: 3 clusters Score -592260.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -592261.312500 Penalty: 3063.245605
	Iteration 96Q: 3 clusters Score -592261.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -592260.750000 Penalty: 3063.245605
	Iteration 97Q: 3 clusters Score -592260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -592261.500000 Penalty: 3063.245605
	Iteration 98Q: 3 clusters Score -592261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -592261.437500 Penalty: 3063.245605
	Iteration 99Q: 3 clusters Score -592261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -592261.125000 Penalty: 3063.245605
	Iteration 100F: 3 clusters Score -592261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -592261.000000 Penalty: 3063.245605
	Iteration 101Q: 3 clusters Score -592261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -592264.937500 Penalty: 3063.245605
	Iteration 102Q: 3 clusters Score -592264.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -592267.750000 Penalty: 3063.245605
	Iteration 103Q: 3 clusters Score -592267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -592267.000000 Penalty: 3063.245605
	Iteration 104Q: 3 clusters Score -592267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -592269.437500 Penalty: 3063.245605
	Iteration 105Q: 3 clusters Score -592269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -592272.625000 Penalty: 3063.245605
	Iteration 106Q: 3 clusters Score -592272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -592274.687500 Penalty: 3063.245605
	Iteration 107Q: 3 clusters Score -592274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -592275.062500 Penalty: 3063.245605
	Iteration 108Q: 3 clusters Score -592275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -592273.812500 Penalty: 3063.245605
	Iteration 109Q: 3 clusters Score -592273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -592277.187500 Penalty: 3063.245605
	Iteration 110Q: 3 clusters Score -592277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -592277.000000 Penalty: 3063.245605
	Iteration 111Q: 3 clusters Score -592277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -592278.125000 Penalty: 3063.245605
	Iteration 112Q: 3 clusters Score -592278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -592278.812500 Penalty: 3063.245605
	Iteration 113Q: 3 clusters Score -592278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -592280.562500 Penalty: 3063.245605
	Iteration 114Q: 3 clusters Score -592280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -592279.250000 Penalty: 3063.245605
	Iteration 115Q: 3 clusters Score -592279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -592281.187500 Penalty: 3063.245605
	Iteration 116Q: 3 clusters Score -592281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -592279.125000 Penalty: 3063.245605
	Iteration 117Q: 3 clusters Score -592279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -592279.687500 Penalty: 3063.245605
	Iteration 118Q: 3 clusters Score -592279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -592280.062500 Penalty: 3063.245605
	Iteration 119Q: 3 clusters Score -592280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -592280.937500 Penalty: 3063.245605
	Iteration 120F: 3 clusters Score -592280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -592280.187500 Penalty: 3063.245605
	Iteration 121Q: 3 clusters Score -592280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -592282.062500 Penalty: 3063.245605
	Iteration 122Q: 3 clusters Score -592282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -592282.812500 Penalty: 3063.245605
	Iteration 123Q: 3 clusters Score -592282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -592283.437500 Penalty: 3063.245605
	Iteration 124Q: 3 clusters Score -592283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -592283.125000 Penalty: 3063.245605
	Iteration 125Q: 3 clusters Score -592283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -592283.625000 Penalty: 3063.245605
	Iteration 126Q: 3 clusters Score -592283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -592284.312500 Penalty: 3063.245605
	Iteration 127Q: 3 clusters Score -592284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -592284.750000 Penalty: 3063.245605
	Iteration 128Q: 3 clusters Score -592284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -592284.562500 Penalty: 3063.245605
	Iteration 129Q: 3 clusters Score -592284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -592283.750000 Penalty: 3063.245605
	Iteration 130Q: 3 clusters Score -592283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -592284.312500 Penalty: 3063.245605
	Iteration 131Q: 3 clusters Score -592284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -592285.375000 Penalty: 3063.245605
	Iteration 132Q: 3 clusters Score -592285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -592286.187500 Penalty: 3063.245605
	Iteration 133Q: 3 clusters Score -592286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -592286.625000 Penalty: 3063.245605
	Iteration 134Q: 3 clusters Score -592286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -592287.375000 Penalty: 3063.245605
	Iteration 135Q: 3 clusters Score -592287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -592289.437500 Penalty: 3063.245605
	Iteration 136Q: 3 clusters Score -592289.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -592290.062500 Penalty: 3063.245605
	Iteration 137Q: 3 clusters Score -592290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -592291.312500 Penalty: 3063.245605
	Iteration 138Q: 3 clusters Score -592291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -592293.062500 Penalty: 3063.245605
	Iteration 139Q: 3 clusters Score -592293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -592291.000000 Penalty: 3063.245605
	Iteration 140F: 3 clusters Score -592291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -592291.750000 Penalty: 3063.245605
	Iteration 141Q: 3 clusters Score -592291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -592294.125000 Penalty: 3063.245605
	Iteration 142Q: 3 clusters Score -592294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -592293.312500 Penalty: 3063.245605
	Iteration 143Q: 3 clusters Score -592293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -592294.375000 Penalty: 3063.245605
	Iteration 144Q: 3 clusters Score -592294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -592294.750000 Penalty: 3063.245605
	Iteration 145Q: 3 clusters Score -592294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -592295.062500 Penalty: 3063.245605
	Iteration 146Q: 3 clusters Score -592295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -592294.812500 Penalty: 3063.245605
	Iteration 147Q: 3 clusters Score -592294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -592295.125000 Penalty: 3063.245605
	Iteration 148Q: 3 clusters Score -592295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -592295.187500 Penalty: 3063.245605
	Iteration 149Q: 3 clusters Score -592295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -592296.625000 Penalty: 3063.245605
	Iteration 150Q: 3 clusters Score -592296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -592298.000000 Penalty: 3063.245605
	Iteration 151Q: 3 clusters Score -592298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -592298.000000 Penalty: 3063.245605
	Iteration 152F: 3 clusters Score -592298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Entering Unmasked Estep 
Score: -2878716.750000 Penalty: 1786.276489
	Iteration 0F: 2 clusters Score -2878717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -2838927.000000 Penalty: 3572.552979
	Iteration 0F: 3 clusters Score -2838927 nChanged 28157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -2855456.250000 Penalty: 3572.552979
	Iteration 1F: 3 clusters Score -2855456 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -2856777.750000 Penalty: 3572.552979
	Iteration 2Q: 3 clusters Score -2856778 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -2858691.000000 Penalty: 3572.552979
	Iteration 3F: 3 clusters Score -2858691 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -2861341.000000 Penalty: 3572.552979
	Iteration 4F: 3 clusters Score -2861341 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -2864739.500000 Penalty: 3572.552979
	Iteration 5F: 3 clusters Score -2864740 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -2868265.000000 Penalty: 3572.552979
	Iteration 6F: 3 clusters Score -2868265 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -2870742.750000 Penalty: 3572.552979
	Iteration 7F: 3 clusters Score -2870743 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -2871844.250000 Penalty: 3572.552979
	Iteration 8Q: 3 clusters Score -2871844 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -2872338.000000 Penalty: 3572.552979
	Iteration 9Q: 3 clusters Score -2872338 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -2872697.750000 Penalty: 3572.552979
	Iteration 10Q: 3 clusters Score -2872698 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -2872991.500000 Penalty: 3572.552979
	Iteration 11Q: 3 clusters Score -2872992 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -2873323.250000 Penalty: 3572.552979
	Iteration 12Q: 3 clusters Score -2873323 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -2873629.500000 Penalty: 3572.552979
	Iteration 13Q: 3 clusters Score -2873630 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -2873979.750000 Penalty: 3572.552979
	Iteration 14Q: 3 clusters Score -2873980 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -2874501.250000 Penalty: 3572.552979
	Iteration 15Q: 3 clusters Score -2874501 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -2875163.250000 Penalty: 3572.552979
	Iteration 16Q: 3 clusters Score -2875163 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -2875738.250000 Penalty: 3572.552979
	Iteration 17Q: 3 clusters Score -2875738 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -2876272.500000 Penalty: 3572.552979
	Iteration 18Q: 3 clusters Score -2876272 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -2876713.500000 Penalty: 3572.552979
	Iteration 19Q: 3 clusters Score -2876714 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -2877029.500000 Penalty: 3572.552979
	Iteration 20F: 3 clusters Score -2877030 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -2877250.000000 Penalty: 3572.552979
	Iteration 21Q: 3 clusters Score -2877250 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -2877435.000000 Penalty: 3572.552979
	Iteration 22Q: 3 clusters Score -2877435 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -2877621.500000 Penalty: 3572.552979
	Iteration 23Q: 3 clusters Score -2877622 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -2877770.750000 Penalty: 3572.552979
	Iteration 24Q: 3 clusters Score -2877771 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -2877864.000000 Penalty: 3572.552979
	Iteration 25Q: 3 clusters Score -2877864 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -2877953.000000 Penalty: 3572.552979
	Iteration 26Q: 3 clusters Score -2877953 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -2878016.750000 Penalty: 3572.552979
	Iteration 27Q: 3 clusters Score -2878017 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -2878065.250000 Penalty: 3572.552979
	Iteration 28Q: 3 clusters Score -2878065 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -2878106.500000 Penalty: 3572.552979
	Iteration 29Q: 3 clusters Score -2878106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -2878124.750000 Penalty: 3572.552979
	Iteration 30Q: 3 clusters Score -2878125 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -2878169.250000 Penalty: 3572.552979
	Iteration 31Q: 3 clusters Score -2878169 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -2878196.250000 Penalty: 3572.552979
	Iteration 32Q: 3 clusters Score -2878196 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -2878226.000000 Penalty: 3572.552979
	Iteration 33Q: 3 clusters Score -2878226 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -2878255.500000 Penalty: 3572.552979
	Iteration 34Q: 3 clusters Score -2878256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -2878283.500000 Penalty: 3572.552979
	Iteration 35Q: 3 clusters Score -2878284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -2878298.000000 Penalty: 3572.552979
	Iteration 36Q: 3 clusters Score -2878298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -2878302.750000 Penalty: 3572.552979
	Iteration 37Q: 3 clusters Score -2878303 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -2878325.500000 Penalty: 3572.552979
	Iteration 38Q: 3 clusters Score -2878326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -2878338.250000 Penalty: 3572.552979
	Iteration 39Q: 3 clusters Score -2878338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -2878353.250000 Penalty: 3572.552979
	Iteration 40F: 3 clusters Score -2878353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -2878360.750000 Penalty: 3572.552979
	Iteration 41Q: 3 clusters Score -2878361 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -2878370.500000 Penalty: 3572.552979
	Iteration 42Q: 3 clusters Score -2878370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -2878371.500000 Penalty: 3572.552979
	Iteration 43Q: 3 clusters Score -2878372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -2878381.500000 Penalty: 3572.552979
	Iteration 44Q: 3 clusters Score -2878382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -2878390.750000 Penalty: 3572.552979
	Iteration 45Q: 3 clusters Score -2878391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -2878390.500000 Penalty: 3572.552979
	Iteration 46Q: 3 clusters Score -2878390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -2878402.000000 Penalty: 3572.552979
	Iteration 47Q: 3 clusters Score -2878402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -2878404.000000 Penalty: 3572.552979
	Iteration 48Q: 3 clusters Score -2878404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -2878412.500000 Penalty: 3572.552979
	Iteration 49Q: 3 clusters Score -2878412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -2878422.000000 Penalty: 3572.552979
	Iteration 50Q: 3 clusters Score -2878422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -2878426.750000 Penalty: 3572.552979
	Iteration 51Q: 3 clusters Score -2878427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -2878431.250000 Penalty: 3572.552979
	Iteration 52Q: 3 clusters Score -2878431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -2878439.500000 Penalty: 3572.552979
	Iteration 53Q: 3 clusters Score -2878440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -2878456.750000 Penalty: 3572.552979
	Iteration 54Q: 3 clusters Score -2878457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -2878462.500000 Penalty: 3572.552979
	Iteration 55Q: 3 clusters Score -2878462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -2878470.000000 Penalty: 3572.552979
	Iteration 56Q: 3 clusters Score -2878470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -2878469.750000 Penalty: 3572.552979
	Iteration 57Q: 3 clusters Score -2878470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -2878471.250000 Penalty: 3572.552979
	Iteration 58Q: 3 clusters Score -2878471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -2878475.000000 Penalty: 3572.552979
	Iteration 59Q: 3 clusters Score -2878475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -2878474.250000 Penalty: 3572.552979
	Iteration 60F: 3 clusters Score -2878474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -2878479.750000 Penalty: 3572.552979
	Iteration 61Q: 3 clusters Score -2878480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -2878478.750000 Penalty: 3572.552979
	Iteration 62Q: 3 clusters Score -2878479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -2878476.750000 Penalty: 3572.552979
	Iteration 63Q: 3 clusters Score -2878477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -2878477.750000 Penalty: 3572.552979
	Iteration 64Q: 3 clusters Score -2878478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -2878478.250000 Penalty: 3572.552979
	Iteration 65Q: 3 clusters Score -2878478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -2878474.500000 Penalty: 3572.552979
	Iteration 66Q: 3 clusters Score -2878474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -2878471.000000 Penalty: 3572.552979
	Iteration 67Q: 3 clusters Score -2878471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -2878475.500000 Penalty: 3572.552979
	Iteration 68Q: 3 clusters Score -2878476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -2878475.250000 Penalty: 3572.552979
	Iteration 69Q: 3 clusters Score -2878475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -2878480.500000 Penalty: 3572.552979
	Iteration 70Q: 3 clusters Score -2878480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -2878479.500000 Penalty: 3572.552979
	Iteration 71Q: 3 clusters Score -2878480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -2878480.500000 Penalty: 3572.552979
	Iteration 72Q: 3 clusters Score -2878480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -2878484.500000 Penalty: 3572.552979
	Iteration 73Q: 3 clusters Score -2878484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -2878481.750000 Penalty: 3572.552979
	Iteration 74Q: 3 clusters Score -2878482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -2878481.000000 Penalty: 3572.552979
	Iteration 75Q: 3 clusters Score -2878481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -2878482.500000 Penalty: 3572.552979
	Iteration 76Q: 3 clusters Score -2878482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -2878482.500000 Penalty: 3572.552979
	Iteration 77F: 3 clusters Score -2878482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -393820.187500 Penalty: 1450.839478
	Iteration 0F: 2 clusters Score -393820.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -388277.343750 Penalty: 2901.678955
	Iteration 0F: 3 clusters Score -388277.3 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -389935.093750 Penalty: 2901.678955
	Iteration 1F: 3 clusters Score -389935.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -390181.625000 Penalty: 2901.678955
	Iteration 2F: 3 clusters Score -390181.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -390361.156250 Penalty: 2901.678955
	Iteration 3F: 3 clusters Score -390361.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -390532.500000 Penalty: 2901.678955
	Iteration 4Q: 3 clusters Score -390532.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -390717.406250 Penalty: 2901.678955
	Iteration 5Q: 3 clusters Score -390717.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -390906.718750 Penalty: 2901.678955
	Iteration 6Q: 3 clusters Score -390906.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -391107.000000 Penalty: 2901.678955
	Iteration 7Q: 3 clusters Score -391107 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -391345.125000 Penalty: 2901.678955
	Iteration 8Q: 3 clusters Score -391345.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -391652.343750 Penalty: 2901.678955
	Iteration 9F: 3 clusters Score -391652.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -391955.781250 Penalty: 2901.678955
	Iteration 10F: 3 clusters Score -391955.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -392161.562500 Penalty: 2901.678955
	Iteration 11Q: 3 clusters Score -392161.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -392275.937500 Penalty: 2901.678955
	Iteration 12Q: 3 clusters Score -392275.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -392323.218750 Penalty: 2901.678955
	Iteration 13Q: 3 clusters Score -392323.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -392346.687500 Penalty: 2901.678955
	Iteration 14Q: 3 clusters Score -392346.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -392362.406250 Penalty: 2901.678955
	Iteration 15Q: 3 clusters Score -392362.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -392374.031250 Penalty: 2901.678955
	Iteration 16Q: 3 clusters Score -392374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -392381.593750 Penalty: 2901.678955
	Iteration 17Q: 3 clusters Score -392381.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -392384.437500 Penalty: 2901.678955
	Iteration 18Q: 3 clusters Score -392384.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -392387.312500 Penalty: 2901.678955
	Iteration 19Q: 3 clusters Score -392387.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -392387.843750 Penalty: 2901.678955
	Iteration 20F: 3 clusters Score -392387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -392389.437500 Penalty: 2901.678955
	Iteration 21Q: 3 clusters Score -392389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -392390.406250 Penalty: 2901.678955
	Iteration 22Q: 3 clusters Score -392390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -392392.000000 Penalty: 2901.678955
	Iteration 23Q: 3 clusters Score -392392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -392392.531250 Penalty: 2901.678955
	Iteration 24Q: 3 clusters Score -392392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -392393.000000 Penalty: 2901.678955
	Iteration 25Q: 3 clusters Score -392393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -392393.687500 Penalty: 2901.678955
	Iteration 26Q: 3 clusters Score -392393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -392394.531250 Penalty: 2901.678955
	Iteration 27Q: 3 clusters Score -392394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -392394.625000 Penalty: 2901.678955
	Iteration 28Q: 3 clusters Score -392394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -392394.625000 Penalty: 2901.678955
	Iteration 29F: 3 clusters Score -392394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -379773.250000 Penalty: 1456.034302
	Iteration 0F: 2 clusters Score -379773.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -373986.062500 Penalty: 2912.068604
	Iteration 0F: 3 clusters Score -373986.1 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -375752.406250 Penalty: 2912.068604
	Iteration 1F: 3 clusters Score -375752.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -375990.718750 Penalty: 2912.068604
	Iteration 2F: 3 clusters Score -375990.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -376189.500000 Penalty: 2912.068604
	Iteration 3F: 3 clusters Score -376189.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -376363.937500 Penalty: 2912.068604
	Iteration 4Q: 3 clusters Score -376363.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -376512.562500 Penalty: 2912.068604
	Iteration 5Q: 3 clusters Score -376512.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -376640.968750 Penalty: 2912.068604
	Iteration 6Q: 3 clusters Score -376641 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -376776.593750 Penalty: 2912.068604
	Iteration 7Q: 3 clusters Score -376776.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -376931.781250 Penalty: 2912.068604
	Iteration 8Q: 3 clusters Score -376931.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -377106.343750 Penalty: 2912.068604
	Iteration 9Q: 3 clusters Score -377106.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -377328.156250 Penalty: 2912.068604
	Iteration 10Q: 3 clusters Score -377328.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -377566.687500 Penalty: 2912.068604
	Iteration 11Q: 3 clusters Score -377566.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -377760.812500 Penalty: 2912.068604
	Iteration 12Q: 3 clusters Score -377760.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -377918.937500 Penalty: 2912.068604
	Iteration 13Q: 3 clusters Score -377918.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -378019.937500 Penalty: 2912.068604
	Iteration 14Q: 3 clusters Score -378019.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -378104.843750 Penalty: 2912.068604
	Iteration 15Q: 3 clusters Score -378104.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -378177.437500 Penalty: 2912.068604
	Iteration 16Q: 3 clusters Score -378177.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -378243.375000 Penalty: 2912.068604
	Iteration 17Q: 3 clusters Score -378243.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -378288.187500 Penalty: 2912.068604
	Iteration 18Q: 3 clusters Score -378288.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -378319.937500 Penalty: 2912.068604
	Iteration 19Q: 3 clusters Score -378319.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -378363.437500 Penalty: 2912.068604
	Iteration 20F: 3 clusters Score -378363.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -378403.718750 Penalty: 2912.068604
	Iteration 21Q: 3 clusters Score -378403.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -378440.625000 Penalty: 2912.068604
	Iteration 22Q: 3 clusters Score -378440.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -378470.343750 Penalty: 2912.068604
	Iteration 23Q: 3 clusters Score -378470.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -378493.281250 Penalty: 2912.068604
	Iteration 24Q: 3 clusters Score -378493.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -378512.343750 Penalty: 2912.068604
	Iteration 25Q: 3 clusters Score -378512.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -378529.125000 Penalty: 2912.068604
	Iteration 26Q: 3 clusters Score -378529.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -378541.531250 Penalty: 2912.068604
	Iteration 27Q: 3 clusters Score -378541.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -378550.500000 Penalty: 2912.068604
	Iteration 28Q: 3 clusters Score -378550.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -378556.250000 Penalty: 2912.068604
	Iteration 29Q: 3 clusters Score -378556.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -378562.093750 Penalty: 2912.068604
	Iteration 30Q: 3 clusters Score -378562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -378564.406250 Penalty: 2912.068604
	Iteration 31Q: 3 clusters Score -378564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -378566.218750 Penalty: 2912.068604
	Iteration 32Q: 3 clusters Score -378566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -378567.812500 Penalty: 2912.068604
	Iteration 33Q: 3 clusters Score -378567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -378570.250000 Penalty: 2912.068604
	Iteration 34Q: 3 clusters Score -378570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -378572.968750 Penalty: 2912.068604
	Iteration 35Q: 3 clusters Score -378573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -378575.906250 Penalty: 2912.068604
	Iteration 36Q: 3 clusters Score -378575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -378576.906250 Penalty: 2912.068604
	Iteration 37Q: 3 clusters Score -378576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -378577.531250 Penalty: 2912.068604
	Iteration 38Q: 3 clusters Score -378577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -378580.968750 Penalty: 2912.068604
	Iteration 39Q: 3 clusters Score -378581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -378582.687500 Penalty: 2912.068604
	Iteration 40F: 3 clusters Score -378582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -378584.687500 Penalty: 2912.068604
	Iteration 41Q: 3 clusters Score -378584.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -378586.750000 Penalty: 2912.068604
	Iteration 42Q: 3 clusters Score -378586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -378587.656250 Penalty: 2912.068604
	Iteration 43Q: 3 clusters Score -378587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -378589.093750 Penalty: 2912.068604
	Iteration 44Q: 3 clusters Score -378589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -378592.531250 Penalty: 2912.068604
	Iteration 45Q: 3 clusters Score -378592.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -378600.281250 Penalty: 2912.068604
	Iteration 46Q: 3 clusters Score -378600.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -378606.125000 Penalty: 2912.068604
	Iteration 47Q: 3 clusters Score -378606.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -378612.062500 Penalty: 2912.068604
	Iteration 48Q: 3 clusters Score -378612.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -378619.562500 Penalty: 2912.068604
	Iteration 49Q: 3 clusters Score -378619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -378622.093750 Penalty: 2912.068604
	Iteration 50Q: 3 clusters Score -378622.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -378625.968750 Penalty: 2912.068604
	Iteration 51Q: 3 clusters Score -378626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -378626.687500 Penalty: 2912.068604
	Iteration 52Q: 3 clusters Score -378626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -378628.593750 Penalty: 2912.068604
	Iteration 53Q: 3 clusters Score -378628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -378630.500000 Penalty: 2912.068604
	Iteration 54Q: 3 clusters Score -378630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -378632.875000 Penalty: 2912.068604
	Iteration 55Q: 3 clusters Score -378632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -378632.875000 Penalty: 2912.068604
	Iteration 56F: 3 clusters Score -378632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (582334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582334 members 
Entering Unmasked Estep 
Score: -27552868.000000 Penalty: 2157.154785
	Iteration 0F: 2 clusters Score -2.755287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291481 members 
Mstep: Class 2 contains 290853 members 
Entering Unmasked Estep 
Score: -27157932.000000 Penalty: 4314.309570
	Iteration 0F: 3 clusters Score -2.715793e+07 nChanged 285866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302507 members 
Mstep: Class 2 contains 279827 members 
Entering Unmasked Estep 
Score: -27330524.000000 Penalty: 4314.309570
	Iteration 1F: 3 clusters Score -2.733052e+07 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310748 members 
Mstep: Class 2 contains 271586 members 
Entering Unmasked Estep 
Score: -27333784.000000 Penalty: 4314.309570
	Iteration 2Q: 3 clusters Score -2.733378e+07 nChanged 19297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324199 members 
Mstep: Class 2 contains 258135 members 
Entering Unmasked Estep 
Score: -27339654.000000 Penalty: 4314.309570
	Iteration 3Q: 3 clusters Score -2.733965e+07 nChanged 26007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345224 members 
Mstep: Class 2 contains 237110 members 
Entering Unmasked Estep 
Score: -27351664.000000 Penalty: 4314.309570
	Iteration 4Q: 3 clusters Score -2.735166e+07 nChanged 34219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375435 members 
Mstep: Class 2 contains 206899 members 
Entering Unmasked Estep 
Score: -27372438.000000 Penalty: 4314.309570
	Iteration 5F: 3 clusters Score -2.737244e+07 nChanged 41634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414017 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -27403270.000000 Penalty: 4314.309570
	Iteration 6F: 3 clusters Score -2.740327e+07 nChanged 44525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456690 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -27440712.000000 Penalty: 4314.309570
	Iteration 7F: 3 clusters Score -2.744071e+07 nChanged 40888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496862 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -27476754.000000 Penalty: 4314.309570
	Iteration 8F: 3 clusters Score -2.747675e+07 nChanged 33727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530417 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -27507366.000000 Penalty: 4314.309570
	Iteration 9F: 3 clusters Score -2.750737e+07 nChanged 24185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554570 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -27528816.000000 Penalty: 4314.309570
	Iteration 10Q: 3 clusters Score -2.752882e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569174 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -27541180.000000 Penalty: 4314.309570
	Iteration 11Q: 3 clusters Score -2.754118e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576443 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -27547164.000000 Penalty: 4314.309570
	Iteration 12Q: 3 clusters Score -2.754716e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579686 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -27549410.000000 Penalty: 4314.309570
	Iteration 13Q: 3 clusters Score -2.754941e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580973 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -27550374.000000 Penalty: 4314.309570
	Iteration 14Q: 3 clusters Score -2.755037e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581462 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -27550772.000000 Penalty: 4314.309570
	Iteration 15Q: 3 clusters Score -2.755077e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581646 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -27550916.000000 Penalty: 4314.309570
	Iteration 16Q: 3 clusters Score -2.755092e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581727 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -27550972.000000 Penalty: 4314.309570
	Iteration 17Q: 3 clusters Score -2.755097e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581760 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -27551014.000000 Penalty: 4314.309570
	Iteration 18Q: 3 clusters Score -2.755101e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581772 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -27551056.000000 Penalty: 4314.309570
	Iteration 19Q: 3 clusters Score -2.755106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581786 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -27551066.000000 Penalty: 4314.309570
	Iteration 20F: 3 clusters Score -2.755107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581800 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -27551066.000000 Penalty: 4314.309570
	Iteration 21Q: 3 clusters Score -2.755107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581813 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -27551090.000000 Penalty: 4314.309570
	Iteration 22Q: 3 clusters Score -2.755109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581821 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -27551118.000000 Penalty: 4314.309570
	Iteration 23Q: 3 clusters Score -2.755112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581825 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27551086.000000 Penalty: 4314.309570
	Iteration 24Q: 3 clusters Score -2.755109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581829 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -27551088.000000 Penalty: 4314.309570
	Iteration 25Q: 3 clusters Score -2.755109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581835 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -27551118.000000 Penalty: 4314.309570
	Iteration 26Q: 3 clusters Score -2.755112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581844 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -27551108.000000 Penalty: 4314.309570
	Iteration 27Q: 3 clusters Score -2.755111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581850 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -27551110.000000 Penalty: 4314.309570
	Iteration 28Q: 3 clusters Score -2.755111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581854 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -27551086.000000 Penalty: 4314.309570
	Iteration 29Q: 3 clusters Score -2.755109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581856 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27551086.000000 Penalty: 4314.309570
	Iteration 30Q: 3 clusters Score -2.755109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581859 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27551092.000000 Penalty: 4314.309570
	Iteration 31Q: 3 clusters Score -2.755109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581860 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27551086.000000 Penalty: 4314.309570
	Iteration 32Q: 3 clusters Score -2.755109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581861 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -27551100.000000 Penalty: 4314.309570
	Iteration 33Q: 3 clusters Score -2.75511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581863 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -27551092.000000 Penalty: 4314.309570
	Iteration 34Q: 3 clusters Score -2.755109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581865 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -27551108.000000 Penalty: 4314.309570
	Iteration 35Q: 3 clusters Score -2.755111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581867 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -27551112.000000 Penalty: 4314.309570
	Iteration 36Q: 3 clusters Score -2.755111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581867 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -27551112.000000 Penalty: 4314.309570
	Iteration 37F: 3 clusters Score -2.755111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -158280.984375 Penalty: 1314.291504
	Iteration 0F: 2 clusters Score -158281 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 1654 members 
Entering Unmasked Estep 
Score: -155430.125000 Penalty: 2628.583008
	Iteration 0F: 3 clusters Score -155430.1 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -156093.031250 Penalty: 2628.583008
	Iteration 1F: 3 clusters Score -156093 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -156208.640625 Penalty: 2628.583008
	Iteration 2F: 3 clusters Score -156208.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -156283.140625 Penalty: 2628.583008
	Iteration 3Q: 3 clusters Score -156283.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -156337.531250 Penalty: 2628.583008
	Iteration 4Q: 3 clusters Score -156337.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -156375.203125 Penalty: 2628.583008
	Iteration 5Q: 3 clusters Score -156375.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -156405.062500 Penalty: 2628.583008
	Iteration 6Q: 3 clusters Score -156405.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -156441.421875 Penalty: 2628.583008
	Iteration 7Q: 3 clusters Score -156441.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -156469.921875 Penalty: 2628.583008
	Iteration 8Q: 3 clusters Score -156469.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -156500.875000 Penalty: 2628.583008
	Iteration 9Q: 3 clusters Score -156500.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -156522.500000 Penalty: 2628.583008
	Iteration 10Q: 3 clusters Score -156522.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -156542.703125 Penalty: 2628.583008
	Iteration 11Q: 3 clusters Score -156542.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -156561.171875 Penalty: 2628.583008
	Iteration 12Q: 3 clusters Score -156561.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -156583.796875 Penalty: 2628.583008
	Iteration 13Q: 3 clusters Score -156583.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -156608.421875 Penalty: 2628.583008
	Iteration 14Q: 3 clusters Score -156608.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -156627.890625 Penalty: 2628.583008
	Iteration 15Q: 3 clusters Score -156627.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -156646.234375 Penalty: 2628.583008
	Iteration 16Q: 3 clusters Score -156646.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -156662.515625 Penalty: 2628.583008
	Iteration 17Q: 3 clusters Score -156662.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -156680.468750 Penalty: 2628.583008
	Iteration 18Q: 3 clusters Score -156680.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -156702.625000 Penalty: 2628.583008
	Iteration 19Q: 3 clusters Score -156702.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -156723.859375 Penalty: 2628.583008
	Iteration 20F: 3 clusters Score -156723.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -156752.734375 Penalty: 2628.583008
	Iteration 21Q: 3 clusters Score -156752.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -156784.265625 Penalty: 2628.583008
	Iteration 22Q: 3 clusters Score -156784.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -156811.328125 Penalty: 2628.583008
	Iteration 23Q: 3 clusters Score -156811.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -156836.359375 Penalty: 2628.583008
	Iteration 24Q: 3 clusters Score -156836.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -156862.968750 Penalty: 2628.583008
	Iteration 25Q: 3 clusters Score -156863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -156894.687500 Penalty: 2628.583008
	Iteration 26Q: 3 clusters Score -156894.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -156925.203125 Penalty: 2628.583008
	Iteration 27Q: 3 clusters Score -156925.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -156959.921875 Penalty: 2628.583008
	Iteration 28Q: 3 clusters Score -156959.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -156995.312500 Penalty: 2628.583008
	Iteration 29Q: 3 clusters Score -156995.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -157020.796875 Penalty: 2628.583008
	Iteration 30Q: 3 clusters Score -157020.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -157042.984375 Penalty: 2628.583008
	Iteration 31Q: 3 clusters Score -157043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -157063.156250 Penalty: 2628.583008
	Iteration 32Q: 3 clusters Score -157063.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -157079.234375 Penalty: 2628.583008
	Iteration 33Q: 3 clusters Score -157079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -157092.328125 Penalty: 2628.583008
	Iteration 34Q: 3 clusters Score -157092.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -157110.609375 Penalty: 2628.583008
	Iteration 35Q: 3 clusters Score -157110.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -157131.625000 Penalty: 2628.583008
	Iteration 36Q: 3 clusters Score -157131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -157141.906250 Penalty: 2628.583008
	Iteration 37Q: 3 clusters Score -157141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -157149.500000 Penalty: 2628.583008
	Iteration 38Q: 3 clusters Score -157149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -157154.656250 Penalty: 2628.583008
	Iteration 39Q: 3 clusters Score -157154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -157158.750000 Penalty: 2628.583008
	Iteration 40F: 3 clusters Score -157158.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -157162.578125 Penalty: 2628.583008
	Iteration 41Q: 3 clusters Score -157162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -157163.421875 Penalty: 2628.583008
	Iteration 42Q: 3 clusters Score -157163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -157164.187500 Penalty: 2628.583008
	Iteration 43Q: 3 clusters Score -157164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -157164.187500 Penalty: 2628.583008
	Iteration 44F: 3 clusters Score -157164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -184468.312500 Penalty: 1339.661499
	Iteration 0F: 2 clusters Score -184468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -181256.734375 Penalty: 2679.322998
	Iteration 0F: 3 clusters Score -181256.7 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -182050.203125 Penalty: 2679.322998
	Iteration 1F: 3 clusters Score -182050.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -182235.156250 Penalty: 2679.322998
	Iteration 2F: 3 clusters Score -182235.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -182382.328125 Penalty: 2679.322998
	Iteration 3F: 3 clusters Score -182382.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -182514.890625 Penalty: 2679.322998
	Iteration 4F: 3 clusters Score -182514.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -182634.109375 Penalty: 2679.322998
	Iteration 5Q: 3 clusters Score -182634.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -182744.031250 Penalty: 2679.322998
	Iteration 6Q: 3 clusters Score -182744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -182864.968750 Penalty: 2679.322998
	Iteration 7Q: 3 clusters Score -182865 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -182977.687500 Penalty: 2679.322998
	Iteration 8Q: 3 clusters Score -182977.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -183087.796875 Penalty: 2679.322998
	Iteration 9Q: 3 clusters Score -183087.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -183173.781250 Penalty: 2679.322998
	Iteration 10Q: 3 clusters Score -183173.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -183218.968750 Penalty: 2679.322998
	Iteration 11Q: 3 clusters Score -183219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -183243.203125 Penalty: 2679.322998
	Iteration 12Q: 3 clusters Score -183243.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -183260.406250 Penalty: 2679.322998
	Iteration 13Q: 3 clusters Score -183260.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -183269.015625 Penalty: 2679.322998
	Iteration 14Q: 3 clusters Score -183269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -183274.546875 Penalty: 2679.322998
	Iteration 15Q: 3 clusters Score -183274.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -183278.921875 Penalty: 2679.322998
	Iteration 16Q: 3 clusters Score -183278.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -183281.906250 Penalty: 2679.322998
	Iteration 17Q: 3 clusters Score -183281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -183284.062500 Penalty: 2679.322998
	Iteration 18Q: 3 clusters Score -183284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -183286.843750 Penalty: 2679.322998
	Iteration 19Q: 3 clusters Score -183286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -183289.031250 Penalty: 2679.322998
	Iteration 20F: 3 clusters Score -183289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -183291.281250 Penalty: 2679.322998
	Iteration 21Q: 3 clusters Score -183291.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -183293.906250 Penalty: 2679.322998
	Iteration 22Q: 3 clusters Score -183293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -183297.468750 Penalty: 2679.322998
	Iteration 23Q: 3 clusters Score -183297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -183299.687500 Penalty: 2679.322998
	Iteration 24Q: 3 clusters Score -183299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -183300.343750 Penalty: 2679.322998
	Iteration 25Q: 3 clusters Score -183300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -183301.234375 Penalty: 2679.322998
	Iteration 26Q: 3 clusters Score -183301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -183302.031250 Penalty: 2679.322998
	Iteration 27Q: 3 clusters Score -183302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -183303.562500 Penalty: 2679.322998
	Iteration 28Q: 3 clusters Score -183303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -183304.453125 Penalty: 2679.322998
	Iteration 29Q: 3 clusters Score -183304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -183305.875000 Penalty: 2679.322998
	Iteration 30Q: 3 clusters Score -183305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -183308.187500 Penalty: 2679.322998
	Iteration 31Q: 3 clusters Score -183308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -183308.703125 Penalty: 2679.322998
	Iteration 32Q: 3 clusters Score -183308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -183308.890625 Penalty: 2679.322998
	Iteration 33Q: 3 clusters Score -183308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -183309.421875 Penalty: 2679.322998
	Iteration 34Q: 3 clusters Score -183309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -183311.125000 Penalty: 2679.322998
	Iteration 35Q: 3 clusters Score -183311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -183311.828125 Penalty: 2679.322998
	Iteration 36Q: 3 clusters Score -183311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -183312.187500 Penalty: 2679.322998
	Iteration 37Q: 3 clusters Score -183312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -183312.328125 Penalty: 2679.322998
	Iteration 38Q: 3 clusters Score -183312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -183312.328125 Penalty: 2679.322998
	Iteration 39F: 3 clusters Score -183312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -239128.875000 Penalty: 1371.304810
	Iteration 0F: 2 clusters Score -239128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -235375.453125 Penalty: 2742.609619
	Iteration 0F: 3 clusters Score -235375.5 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -236367.500000 Penalty: 2742.609619
	Iteration 1F: 3 clusters Score -236367.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -236528.593750 Penalty: 2742.609619
	Iteration 2F: 3 clusters Score -236528.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -236626.437500 Penalty: 2742.609619
	Iteration 3Q: 3 clusters Score -236626.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -236701.406250 Penalty: 2742.609619
	Iteration 4Q: 3 clusters Score -236701.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -236762.562500 Penalty: 2742.609619
	Iteration 5Q: 3 clusters Score -236762.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -236814.609375 Penalty: 2742.609619
	Iteration 6Q: 3 clusters Score -236814.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -236864.906250 Penalty: 2742.609619
	Iteration 7Q: 3 clusters Score -236864.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -236914.640625 Penalty: 2742.609619
	Iteration 8Q: 3 clusters Score -236914.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -236964.093750 Penalty: 2742.609619
	Iteration 9Q: 3 clusters Score -236964.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -237024.281250 Penalty: 2742.609619
	Iteration 10Q: 3 clusters Score -237024.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -237075.734375 Penalty: 2742.609619
	Iteration 11Q: 3 clusters Score -237075.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -237137.125000 Penalty: 2742.609619
	Iteration 12Q: 3 clusters Score -237137.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -237197.937500 Penalty: 2742.609619
	Iteration 13Q: 3 clusters Score -237197.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -237263.796875 Penalty: 2742.609619
	Iteration 14Q: 3 clusters Score -237263.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -237317.640625 Penalty: 2742.609619
	Iteration 15Q: 3 clusters Score -237317.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -237366.109375 Penalty: 2742.609619
	Iteration 16Q: 3 clusters Score -237366.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -237416.562500 Penalty: 2742.609619
	Iteration 17Q: 3 clusters Score -237416.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -237481.515625 Penalty: 2742.609619
	Iteration 18Q: 3 clusters Score -237481.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -237559.187500 Penalty: 2742.609619
	Iteration 19Q: 3 clusters Score -237559.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -237632.156250 Penalty: 2742.609619
	Iteration 20F: 3 clusters Score -237632.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -237701.093750 Penalty: 2742.609619
	Iteration 21Q: 3 clusters Score -237701.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -237755.156250 Penalty: 2742.609619
	Iteration 22Q: 3 clusters Score -237755.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -237799.703125 Penalty: 2742.609619
	Iteration 23Q: 3 clusters Score -237799.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -237844.250000 Penalty: 2742.609619
	Iteration 24Q: 3 clusters Score -237844.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -237870.859375 Penalty: 2742.609619
	Iteration 25Q: 3 clusters Score -237870.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -237884.171875 Penalty: 2742.609619
	Iteration 26Q: 3 clusters Score -237884.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -237902.281250 Penalty: 2742.609619
	Iteration 27Q: 3 clusters Score -237902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -237913.609375 Penalty: 2742.609619
	Iteration 28Q: 3 clusters Score -237913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -237919.015625 Penalty: 2742.609619
	Iteration 29Q: 3 clusters Score -237919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -237922.906250 Penalty: 2742.609619
	Iteration 30Q: 3 clusters Score -237922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -237928.593750 Penalty: 2742.609619
	Iteration 31Q: 3 clusters Score -237928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -237932.421875 Penalty: 2742.609619
	Iteration 32Q: 3 clusters Score -237932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -237932.703125 Penalty: 2742.609619
	Iteration 33Q: 3 clusters Score -237932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -237933.625000 Penalty: 2742.609619
	Iteration 34Q: 3 clusters Score -237933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -237934.281250 Penalty: 2742.609619
	Iteration 35Q: 3 clusters Score -237934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -237936.796875 Penalty: 2742.609619
	Iteration 36Q: 3 clusters Score -237936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -237941.421875 Penalty: 2742.609619
	Iteration 37Q: 3 clusters Score -237941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -237948.359375 Penalty: 2742.609619
	Iteration 38Q: 3 clusters Score -237948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -237949.078125 Penalty: 2742.609619
	Iteration 39Q: 3 clusters Score -237949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -237950.437500 Penalty: 2742.609619
	Iteration 40F: 3 clusters Score -237950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -237951.156250 Penalty: 2742.609619
	Iteration 41Q: 3 clusters Score -237951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -237952.031250 Penalty: 2742.609619
	Iteration 42Q: 3 clusters Score -237952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -237952.031250 Penalty: 2742.609619
	Iteration 43F: 3 clusters Score -237952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Entering Unmasked Estep 
Score: -255387.875000 Penalty: 1408.078125
	Iteration 0F: 2 clusters Score -255387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -250906.968750 Penalty: 2816.156250
	Iteration 0F: 3 clusters Score -250907 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -252329.734375 Penalty: 2816.156250
	Iteration 1F: 3 clusters Score -252329.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -252655.562500 Penalty: 2816.156250
	Iteration 2F: 3 clusters Score -252655.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -252930.078125 Penalty: 2816.156250
	Iteration 3F: 3 clusters Score -252930.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -253207.265625 Penalty: 2816.156250
	Iteration 4F: 3 clusters Score -253207.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -253435.296875 Penalty: 2816.156250
	Iteration 5F: 3 clusters Score -253435.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -253651.765625 Penalty: 2816.156250
	Iteration 6F: 3 clusters Score -253651.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253814.156250 Penalty: 2816.156250
	Iteration 7Q: 3 clusters Score -253814.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -253950.203125 Penalty: 2816.156250
	Iteration 8Q: 3 clusters Score -253950.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -254062.781250 Penalty: 2816.156250
	Iteration 9Q: 3 clusters Score -254062.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -254147.718750 Penalty: 2816.156250
	Iteration 10Q: 3 clusters Score -254147.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -254215.640625 Penalty: 2816.156250
	Iteration 11Q: 3 clusters Score -254215.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -254279.312500 Penalty: 2816.156250
	Iteration 12Q: 3 clusters Score -254279.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -254345.468750 Penalty: 2816.156250
	Iteration 13Q: 3 clusters Score -254345.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254391.125000 Penalty: 2816.156250
	Iteration 14Q: 3 clusters Score -254391.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -254423.750000 Penalty: 2816.156250
	Iteration 15Q: 3 clusters Score -254423.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254456.359375 Penalty: 2816.156250
	Iteration 16Q: 3 clusters Score -254456.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -254489.250000 Penalty: 2816.156250
	Iteration 17Q: 3 clusters Score -254489.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -254525.234375 Penalty: 2816.156250
	Iteration 18Q: 3 clusters Score -254525.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -254551.375000 Penalty: 2816.156250
	Iteration 19Q: 3 clusters Score -254551.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -254573.437500 Penalty: 2816.156250
	Iteration 20F: 3 clusters Score -254573.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -254588.968750 Penalty: 2816.156250
	Iteration 21Q: 3 clusters Score -254589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -254604.875000 Penalty: 2816.156250
	Iteration 22Q: 3 clusters Score -254604.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -254618.171875 Penalty: 2816.156250
	Iteration 23Q: 3 clusters Score -254618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -254627.343750 Penalty: 2816.156250
	Iteration 24Q: 3 clusters Score -254627.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -254634.421875 Penalty: 2816.156250
	Iteration 25Q: 3 clusters Score -254634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -254638.250000 Penalty: 2816.156250
	Iteration 26Q: 3 clusters Score -254638.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -254645.843750 Penalty: 2816.156250
	Iteration 27Q: 3 clusters Score -254645.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -254653.046875 Penalty: 2816.156250
	Iteration 28Q: 3 clusters Score -254653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -254658.812500 Penalty: 2816.156250
	Iteration 29Q: 3 clusters Score -254658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -254662.890625 Penalty: 2816.156250
	Iteration 30Q: 3 clusters Score -254662.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -254669.359375 Penalty: 2816.156250
	Iteration 31Q: 3 clusters Score -254669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -254671.671875 Penalty: 2816.156250
	Iteration 32Q: 3 clusters Score -254671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -254673.437500 Penalty: 2816.156250
	Iteration 33Q: 3 clusters Score -254673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -254674.078125 Penalty: 2816.156250
	Iteration 34Q: 3 clusters Score -254674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -254674.296875 Penalty: 2816.156250
	Iteration 35Q: 3 clusters Score -254674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -254674.296875 Penalty: 2816.156250
	Iteration 36F: 3 clusters Score -254674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65228 members 
Mstep: Class 6 contains 22488 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12399 members 
Mstep: Class 11 contains 59425 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 15 contains 582334 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539176.000000 Penalty: 37573.226562
Iteration 199Q: 18 clusters Score -3.753918e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 65225 members 
Mstep: Class 6 contains 22485 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12452 members 
Mstep: Class 11 contains 59422 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582326 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539160.000000 Penalty: 37573.226562
Iteration 200F: 18 clusters Score -3.753916e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9753 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 65219 members 
Mstep: Class 6 contains 22480 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12495 members 
Mstep: Class 11 contains 59420 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582326 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539200.000000 Penalty: 37573.226562
Iteration 201Q: 18 clusters Score -3.75392e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9699 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 65220 members 
Mstep: Class 6 contains 22477 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 11 contains 59416 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582320 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539212.000000 Penalty: 37573.226562
Iteration 202Q: 18 clusters Score -3.753921e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 65215 members 
Mstep: Class 6 contains 22475 members 
Mstep: Class 7 contains 4843 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12578 members 
Mstep: Class 11 contains 59412 members 
Mstep: Class 12 contains 7542 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582319 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539236.000000 Penalty: 37573.226562
Iteration 203Q: 18 clusters Score -3.753924e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9642 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 65215 members 
Mstep: Class 6 contains 22472 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 11 contains 59408 members 
Mstep: Class 12 contains 7541 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 15 contains 582310 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539264.000000 Penalty: 37573.226562
Iteration 204Q: 18 clusters Score -3.753926e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9626 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 65214 members 
Mstep: Class 6 contains 22472 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12637 members 
Mstep: Class 11 contains 59403 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 15 contains 582306 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539328.000000 Penalty: 37573.226562
Iteration 205Q: 18 clusters Score -3.753933e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9616 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 65211 members 
Mstep: Class 6 contains 22470 members 
Mstep: Class 7 contains 4839 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12651 members 
Mstep: Class 11 contains 59397 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 15 contains 582307 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539272.000000 Penalty: 37573.226562
Iteration 206Q: 18 clusters Score -3.753927e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9590 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 65206 members 
Mstep: Class 6 contains 22470 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 11 contains 59393 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 15 contains 582308 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539296.000000 Penalty: 37573.226562
Iteration 207Q: 18 clusters Score -3.75393e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 65201 members 
Mstep: Class 6 contains 22471 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12716 members 
Mstep: Class 11 contains 59389 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 15 contains 582301 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539296.000000 Penalty: 37573.226562
Iteration 208Q: 18 clusters Score -3.75393e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 65199 members 
Mstep: Class 6 contains 22469 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12751 members 
Mstep: Class 11 contains 59385 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7775 members 
Mstep: Class 15 contains 582306 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 209Q: 18 clusters Score -3.753932e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65197 members 
Mstep: Class 6 contains 22467 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 11 contains 59383 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7772 members 
Mstep: Class 15 contains 582303 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539312.000000 Penalty: 37573.226562
Iteration 210Q: 18 clusters Score -3.753931e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65194 members 
Mstep: Class 6 contains 22462 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12820 members 
Mstep: Class 11 contains 59383 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7768 members 
Mstep: Class 15 contains 582304 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539304.000000 Penalty: 37573.226562
Iteration 211Q: 18 clusters Score -3.75393e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65194 members 
Mstep: Class 6 contains 22458 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12862 members 
Mstep: Class 11 contains 59384 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 15 contains 582306 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539276.000000 Penalty: 37573.226562
Iteration 212Q: 18 clusters Score -3.753928e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65194 members 
Mstep: Class 6 contains 22458 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12906 members 
Mstep: Class 11 contains 59383 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7754 members 
Mstep: Class 15 contains 582292 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539248.000000 Penalty: 37573.226562
Iteration 213Q: 18 clusters Score -3.753925e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9355 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65194 members 
Mstep: Class 6 contains 22461 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 11 contains 59382 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7748 members 
Mstep: Class 15 contains 582287 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539292.000000 Penalty: 37573.226562
Iteration 214Q: 18 clusters Score -3.753929e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9316 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65195 members 
Mstep: Class 6 contains 22458 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 11 contains 59383 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 15 contains 582278 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539284.000000 Penalty: 37573.226562
Iteration 215Q: 18 clusters Score -3.753928e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65195 members 
Mstep: Class 6 contains 22456 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 11 contains 59381 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 15 contains 582275 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539372.000000 Penalty: 37573.226562
Iteration 216Q: 18 clusters Score -3.753937e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65193 members 
Mstep: Class 6 contains 22457 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13078 members 
Mstep: Class 11 contains 59380 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7743 members 
Mstep: Class 15 contains 582282 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539388.000000 Penalty: 37573.226562
Iteration 217Q: 18 clusters Score -3.753939e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65191 members 
Mstep: Class 6 contains 22457 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13123 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 15 contains 582278 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539384.000000 Penalty: 37573.226562
Iteration 218Q: 18 clusters Score -3.753938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65191 members 
Mstep: Class 6 contains 22456 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582268 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539372.000000 Penalty: 37573.226562
Iteration 219Q: 18 clusters Score -3.753937e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65192 members 
Mstep: Class 6 contains 22456 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13171 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582269 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539336.000000 Penalty: 37573.226562
Iteration 220F: 18 clusters Score -3.753934e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65192 members 
Mstep: Class 6 contains 22454 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582269 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539324.000000 Penalty: 37573.226562
Iteration 221Q: 18 clusters Score -3.753932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65191 members 
Mstep: Class 6 contains 22454 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13208 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582267 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539336.000000 Penalty: 37573.226562
Iteration 222Q: 18 clusters Score -3.753934e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9081 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65190 members 
Mstep: Class 6 contains 22454 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13227 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582259 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539332.000000 Penalty: 37573.226562
Iteration 223Q: 18 clusters Score -3.753933e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65190 members 
Mstep: Class 6 contains 22453 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13253 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582255 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539368.000000 Penalty: 37573.226562
Iteration 224Q: 18 clusters Score -3.753937e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65189 members 
Mstep: Class 6 contains 22452 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13275 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582244 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539396.000000 Penalty: 37573.226562
Iteration 225Q: 18 clusters Score -3.75394e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9030 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65189 members 
Mstep: Class 6 contains 22449 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13305 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582233 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539372.000000 Penalty: 37573.226562
Iteration 226Q: 18 clusters Score -3.753937e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9010 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65187 members 
Mstep: Class 6 contains 22448 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 11 contains 59371 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 15 contains 582226 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539412.000000 Penalty: 37573.226562
Iteration 227Q: 18 clusters Score -3.753941e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8999 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 22447 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13370 members 
Mstep: Class 11 contains 59368 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7737 members 
Mstep: Class 15 contains 582210 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539364.000000 Penalty: 37573.226562
Iteration 228Q: 18 clusters Score -3.753936e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8992 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65186 members 
Mstep: Class 6 contains 22446 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13407 members 
Mstep: Class 11 contains 59367 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7736 members 
Mstep: Class 15 contains 582181 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539448.000000 Penalty: 37573.226562
Iteration 229Q: 18 clusters Score -3.753945e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8987 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65184 members 
Mstep: Class 6 contains 22447 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13438 members 
Mstep: Class 11 contains 59366 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7735 members 
Mstep: Class 15 contains 582157 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539396.000000 Penalty: 37573.226562
Iteration 230Q: 18 clusters Score -3.75394e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8976 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65182 members 
Mstep: Class 6 contains 22444 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13471 members 
Mstep: Class 11 contains 59367 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7734 members 
Mstep: Class 15 contains 582142 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539404.000000 Penalty: 37573.226562
Iteration 231Q: 18 clusters Score -3.75394e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8967 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65178 members 
Mstep: Class 6 contains 22440 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 11 contains 59369 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 15 contains 582126 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539424.000000 Penalty: 37573.226562
Iteration 232Q: 18 clusters Score -3.753942e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8967 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65174 members 
Mstep: Class 6 contains 22438 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13541 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7729 members 
Mstep: Class 15 contains 582093 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539424.000000 Penalty: 37573.226562
Iteration 233Q: 18 clusters Score -3.753942e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8958 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65172 members 
Mstep: Class 6 contains 22436 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13579 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7730 members 
Mstep: Class 15 contains 582067 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539408.000000 Penalty: 37573.226562
Iteration 234Q: 18 clusters Score -3.753941e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8951 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65170 members 
Mstep: Class 6 contains 22436 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13613 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7731 members 
Mstep: Class 15 contains 582041 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539416.000000 Penalty: 37573.226562
Iteration 235Q: 18 clusters Score -3.753942e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8933 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65170 members 
Mstep: Class 6 contains 22435 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13633 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7733 members 
Mstep: Class 15 contains 582033 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539420.000000 Penalty: 37573.226562
Iteration 236Q: 18 clusters Score -3.753942e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8913 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65168 members 
Mstep: Class 6 contains 22433 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13672 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 15 contains 582015 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539392.000000 Penalty: 37573.226562
Iteration 237Q: 18 clusters Score -3.753939e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65166 members 
Mstep: Class 6 contains 22428 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13710 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 15 contains 581995 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539372.000000 Penalty: 37573.226562
Iteration 238Q: 18 clusters Score -3.753937e+07 nChanged 83
Entering ConstructFrom: 
Score: -37539372.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -52804.855469 Penalty: 1144.371582
	Iteration 0F: 2 clusters Score -52804.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -51262.167969 Penalty: 2288.743164
	Iteration 0F: 3 clusters Score -51262.17 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -51537.195312 Penalty: 2288.743164
	Iteration 1F: 3 clusters Score -51537.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -51647.050781 Penalty: 2288.743164
	Iteration 2F: 3 clusters Score -51647.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -51703.761719 Penalty: 2288.743164
	Iteration 3Q: 3 clusters Score -51703.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -51740.394531 Penalty: 2288.743164
	Iteration 4Q: 3 clusters Score -51740.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -51771.859375 Penalty: 2288.743164
	Iteration 5Q: 3 clusters Score -51771.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -51793.480469 Penalty: 2288.743164
	Iteration 6Q: 3 clusters Score -51793.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -51813.179688 Penalty: 2288.743164
	Iteration 7Q: 3 clusters Score -51813.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -51827.781250 Penalty: 2288.743164
	Iteration 8Q: 3 clusters Score -51827.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -51838.371094 Penalty: 2288.743164
	Iteration 9Q: 3 clusters Score -51838.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -51842.402344 Penalty: 2288.743164
	Iteration 10Q: 3 clusters Score -51842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -51846.847656 Penalty: 2288.743164
	Iteration 11Q: 3 clusters Score -51846.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -51848.628906 Penalty: 2288.743164
	Iteration 12Q: 3 clusters Score -51848.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -51852.234375 Penalty: 2288.743164
	Iteration 13Q: 3 clusters Score -51852.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -51858.636719 Penalty: 2288.743164
	Iteration 14Q: 3 clusters Score -51858.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -51864.937500 Penalty: 2288.743164
	Iteration 15Q: 3 clusters Score -51864.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -51869.296875 Penalty: 2288.743164
	Iteration 16Q: 3 clusters Score -51869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -51876.781250 Penalty: 2288.743164
	Iteration 17Q: 3 clusters Score -51876.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -51885.250000 Penalty: 2288.743164
	Iteration 18Q: 3 clusters Score -51885.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -51892.460938 Penalty: 2288.743164
	Iteration 19Q: 3 clusters Score -51892.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -51895.039062 Penalty: 2288.743164
	Iteration 20F: 3 clusters Score -51895.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -51896.378906 Penalty: 2288.743164
	Iteration 21Q: 3 clusters Score -51896.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -51896.976562 Penalty: 2288.743164
	Iteration 22Q: 3 clusters Score -51896.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -51897.195312 Penalty: 2288.743164
	Iteration 23Q: 3 clusters Score -51897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -51897.984375 Penalty: 2288.743164
	Iteration 24Q: 3 clusters Score -51897.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -51897.984375 Penalty: 2288.743164
	Iteration 25F: 3 clusters Score -51897.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Entering Unmasked Estep 
Score: -424279.656250 Penalty: 1477.834839
	Iteration 0F: 2 clusters Score -424279.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -417724.562500 Penalty: 2955.669678
	Iteration 0F: 3 clusters Score -417724.6 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -419762.125000 Penalty: 2955.669678
	Iteration 1F: 3 clusters Score -419762.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -420016.500000 Penalty: 2955.669678
	Iteration 2F: 3 clusters Score -420016.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -420232.718750 Penalty: 2955.669678
	Iteration 3F: 3 clusters Score -420232.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -420422.750000 Penalty: 2955.669678
	Iteration 4Q: 3 clusters Score -420422.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -420606.718750 Penalty: 2955.669678
	Iteration 5Q: 3 clusters Score -420606.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -420835.812500 Penalty: 2955.669678
	Iteration 6Q: 3 clusters Score -420835.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -421128.781250 Penalty: 2955.669678
	Iteration 7Q: 3 clusters Score -421128.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -421461.500000 Penalty: 2955.669678
	Iteration 8F: 3 clusters Score -421461.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -421775.031250 Penalty: 2955.669678
	Iteration 9Q: 3 clusters Score -421775 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -422056.906250 Penalty: 2955.669678
	Iteration 10Q: 3 clusters Score -422056.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -422330.468750 Penalty: 2955.669678
	Iteration 11Q: 3 clusters Score -422330.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -422562.000000 Penalty: 2955.669678
	Iteration 12Q: 3 clusters Score -422562 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -422690.656250 Penalty: 2955.669678
	Iteration 13Q: 3 clusters Score -422690.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -422781.625000 Penalty: 2955.669678
	Iteration 14Q: 3 clusters Score -422781.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -422839.937500 Penalty: 2955.669678
	Iteration 15Q: 3 clusters Score -422839.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -422881.843750 Penalty: 2955.669678
	Iteration 16Q: 3 clusters Score -422881.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -422911.312500 Penalty: 2955.669678
	Iteration 17Q: 3 clusters Score -422911.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -422927.031250 Penalty: 2955.669678
	Iteration 18Q: 3 clusters Score -422927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -422942.875000 Penalty: 2955.669678
	Iteration 19Q: 3 clusters Score -422942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -422951.656250 Penalty: 2955.669678
	Iteration 20F: 3 clusters Score -422951.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -422967.281250 Penalty: 2955.669678
	Iteration 21Q: 3 clusters Score -422967.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -422978.937500 Penalty: 2955.669678
	Iteration 22Q: 3 clusters Score -422978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -422992.250000 Penalty: 2955.669678
	Iteration 23Q: 3 clusters Score -422992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -423003.187500 Penalty: 2955.669678
	Iteration 24Q: 3 clusters Score -423003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -423009.187500 Penalty: 2955.669678
	Iteration 25Q: 3 clusters Score -423009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -423011.375000 Penalty: 2955.669678
	Iteration 26Q: 3 clusters Score -423011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -423012.968750 Penalty: 2955.669678
	Iteration 27Q: 3 clusters Score -423013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -423013.000000 Penalty: 2955.669678
	Iteration 28Q: 3 clusters Score -423013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -423013.843750 Penalty: 2955.669678
	Iteration 29Q: 3 clusters Score -423013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -423015.531250 Penalty: 2955.669678
	Iteration 30Q: 3 clusters Score -423015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -423015.531250 Penalty: 2955.669678
	Iteration 31F: 3 clusters Score -423015.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -542116.312500 Penalty: 1512.020386
	Iteration 0F: 2 clusters Score -542116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -534289.187500 Penalty: 3024.040771
	Iteration 0F: 3 clusters Score -534289.2 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -536747.562500 Penalty: 3024.040771
	Iteration 1F: 3 clusters Score -536747.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -537069.312500 Penalty: 3024.040771
	Iteration 2F: 3 clusters Score -537069.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -537378.000000 Penalty: 3024.040771
	Iteration 3F: 3 clusters Score -537378 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -537715.250000 Penalty: 3024.040771
	Iteration 4F: 3 clusters Score -537715.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -538126.812500 Penalty: 3024.040771
	Iteration 5F: 3 clusters Score -538126.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -538696.687500 Penalty: 3024.040771
	Iteration 6F: 3 clusters Score -538696.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -539368.062500 Penalty: 3024.040771
	Iteration 7F: 3 clusters Score -539368.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -539963.125000 Penalty: 3024.040771
	Iteration 8F: 3 clusters Score -539963.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -540366.687500 Penalty: 3024.040771
	Iteration 9Q: 3 clusters Score -540366.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -540619.125000 Penalty: 3024.040771
	Iteration 10Q: 3 clusters Score -540619.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -540744.625000 Penalty: 3024.040771
	Iteration 11Q: 3 clusters Score -540744.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -540794.687500 Penalty: 3024.040771
	Iteration 12Q: 3 clusters Score -540794.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -540822.812500 Penalty: 3024.040771
	Iteration 13Q: 3 clusters Score -540822.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -540844.750000 Penalty: 3024.040771
	Iteration 14Q: 3 clusters Score -540844.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -540865.375000 Penalty: 3024.040771
	Iteration 15Q: 3 clusters Score -540865.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -540884.625000 Penalty: 3024.040771
	Iteration 16Q: 3 clusters Score -540884.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -540903.062500 Penalty: 3024.040771
	Iteration 17Q: 3 clusters Score -540903.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -540915.750000 Penalty: 3024.040771
	Iteration 18Q: 3 clusters Score -540915.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -540930.687500 Penalty: 3024.040771
	Iteration 19Q: 3 clusters Score -540930.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -540941.625000 Penalty: 3024.040771
	Iteration 20F: 3 clusters Score -540941.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -540948.625000 Penalty: 3024.040771
	Iteration 21Q: 3 clusters Score -540948.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -540954.812500 Penalty: 3024.040771
	Iteration 22Q: 3 clusters Score -540954.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -540965.250000 Penalty: 3024.040771
	Iteration 23Q: 3 clusters Score -540965.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -540969.875000 Penalty: 3024.040771
	Iteration 24Q: 3 clusters Score -540969.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -540975.062500 Penalty: 3024.040771
	Iteration 25Q: 3 clusters Score -540975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -540977.500000 Penalty: 3024.040771
	Iteration 26Q: 3 clusters Score -540977.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -540981.875000 Penalty: 3024.040771
	Iteration 27Q: 3 clusters Score -540981.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -540984.812500 Penalty: 3024.040771
	Iteration 28Q: 3 clusters Score -540984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -540988.937500 Penalty: 3024.040771
	Iteration 29Q: 3 clusters Score -540988.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -540992.375000 Penalty: 3024.040771
	Iteration 30Q: 3 clusters Score -540992.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -540995.437500 Penalty: 3024.040771
	Iteration 31Q: 3 clusters Score -540995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -540998.937500 Penalty: 3024.040771
	Iteration 32Q: 3 clusters Score -540998.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -541000.875000 Penalty: 3024.040771
	Iteration 33Q: 3 clusters Score -541000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -541002.000000 Penalty: 3024.040771
	Iteration 34Q: 3 clusters Score -541002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -541002.875000 Penalty: 3024.040771
	Iteration 35Q: 3 clusters Score -541002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -541003.812500 Penalty: 3024.040771
	Iteration 36Q: 3 clusters Score -541003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -541005.062500 Penalty: 3024.040771
	Iteration 37Q: 3 clusters Score -541005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -541006.500000 Penalty: 3024.040771
	Iteration 38Q: 3 clusters Score -541006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -541006.562500 Penalty: 3024.040771
	Iteration 39Q: 3 clusters Score -541006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -541008.312500 Penalty: 3024.040771
	Iteration 40F: 3 clusters Score -541008.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -541012.312500 Penalty: 3024.040771
	Iteration 41Q: 3 clusters Score -541012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -541013.687500 Penalty: 3024.040771
	Iteration 42Q: 3 clusters Score -541013.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -541018.312500 Penalty: 3024.040771
	Iteration 43Q: 3 clusters Score -541018.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -541021.562500 Penalty: 3024.040771
	Iteration 44Q: 3 clusters Score -541021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -541022.187500 Penalty: 3024.040771
	Iteration 45Q: 3 clusters Score -541022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -541026.187500 Penalty: 3024.040771
	Iteration 46Q: 3 clusters Score -541026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -541027.187500 Penalty: 3024.040771
	Iteration 47Q: 3 clusters Score -541027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -541029.375000 Penalty: 3024.040771
	Iteration 48Q: 3 clusters Score -541029.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -541032.437500 Penalty: 3024.040771
	Iteration 49Q: 3 clusters Score -541032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -541035.062500 Penalty: 3024.040771
	Iteration 50Q: 3 clusters Score -541035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -541035.687500 Penalty: 3024.040771
	Iteration 51Q: 3 clusters Score -541035.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -541038.937500 Penalty: 3024.040771
	Iteration 52Q: 3 clusters Score -541038.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -541040.875000 Penalty: 3024.040771
	Iteration 53Q: 3 clusters Score -541040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -541043.812500 Penalty: 3024.040771
	Iteration 54Q: 3 clusters Score -541043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -541046.375000 Penalty: 3024.040771
	Iteration 55Q: 3 clusters Score -541046.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -541050.875000 Penalty: 3024.040771
	Iteration 56Q: 3 clusters Score -541050.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -541052.687500 Penalty: 3024.040771
	Iteration 57Q: 3 clusters Score -541052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -541054.250000 Penalty: 3024.040771
	Iteration 58Q: 3 clusters Score -541054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -541054.687500 Penalty: 3024.040771
	Iteration 59Q: 3 clusters Score -541054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -541053.750000 Penalty: 3024.040771
	Iteration 60F: 3 clusters Score -541053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -541054.750000 Penalty: 3024.040771
	Iteration 61Q: 3 clusters Score -541054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -541054.625000 Penalty: 3024.040771
	Iteration 62Q: 3 clusters Score -541054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -541054.625000 Penalty: 3024.040771
	Iteration 63F: 3 clusters Score -541054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -193164.562500 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -193164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -190020.546875 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -190020.5 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -190828.859375 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -190828.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -190973.593750 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -190973.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -191059.500000 Penalty: 2673.375488
	Iteration 3Q: 3 clusters Score -191059.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -191124.203125 Penalty: 2673.375488
	Iteration 4Q: 3 clusters Score -191124.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -191183.656250 Penalty: 2673.375488
	Iteration 5Q: 3 clusters Score -191183.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -191245.109375 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -191245.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -191312.234375 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -191312.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -191395.453125 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -191395.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191499.078125 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -191499.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191604.125000 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -191604.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -191685.718750 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -191685.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -191758.984375 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -191759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -191820.671875 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -191820.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -191863.671875 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -191863.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -191901.187500 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -191901.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -191932.375000 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -191932.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -191960.593750 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -191960.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -191991.546875 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -191991.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -192010.468750 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -192010.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -192017.953125 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -192018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -192022.640625 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -192022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -192026.546875 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -192026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -192027.265625 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -192027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -192029.046875 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -192029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -192033.375000 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -192033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -192034.781250 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -192034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -192036.593750 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -192036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -192040.968750 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -192041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -192046.203125 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -192046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -192047.625000 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -192047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -192049.500000 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -192049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -192053.687500 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -192053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -192059.531250 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -192059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -192061.234375 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -192061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -192062.843750 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -192062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -192063.609375 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -192063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -192063.609375 Penalty: 2673.375488
	Iteration 37F: 3 clusters Score -192063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Entering Unmasked Estep 
Score: -3192818.000000 Penalty: 1801.255127
	Iteration 0F: 2 clusters Score -3192818 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 32672 members 
Entering Unmasked Estep 
Score: -3149310.250000 Penalty: 3602.510254
	Iteration 0F: 3 clusters Score -3149310 nChanged 30697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3166857.500000 Penalty: 3602.510254
	Iteration 1F: 3 clusters Score -3166858 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3167537.750000 Penalty: 3602.510254
	Iteration 2Q: 3 clusters Score -3167538 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -3168393.250000 Penalty: 3602.510254
	Iteration 3Q: 3 clusters Score -3168393 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -3169522.500000 Penalty: 3602.510254
	Iteration 4Q: 3 clusters Score -3169522 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -3171139.250000 Penalty: 3602.510254
	Iteration 5Q: 3 clusters Score -3171139 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -3173401.250000 Penalty: 3602.510254
	Iteration 6F: 3 clusters Score -3173401 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -3176293.000000 Penalty: 3602.510254
	Iteration 7F: 3 clusters Score -3176293 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -3179493.750000 Penalty: 3602.510254
	Iteration 8F: 3 clusters Score -3179494 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -3182235.750000 Penalty: 3602.510254
	Iteration 9F: 3 clusters Score -3182236 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -3184008.750000 Penalty: 3602.510254
	Iteration 10Q: 3 clusters Score -3184009 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -3185061.750000 Penalty: 3602.510254
	Iteration 11Q: 3 clusters Score -3185062 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -3185834.750000 Penalty: 3602.510254
	Iteration 12Q: 3 clusters Score -3185835 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -3186566.000000 Penalty: 3602.510254
	Iteration 13Q: 3 clusters Score -3186566 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -3187350.250000 Penalty: 3602.510254
	Iteration 14Q: 3 clusters Score -3187350 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -3188178.500000 Penalty: 3602.510254
	Iteration 15Q: 3 clusters Score -3188178 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -3189022.500000 Penalty: 3602.510254
	Iteration 16Q: 3 clusters Score -3189022 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -3189834.500000 Penalty: 3602.510254
	Iteration 17Q: 3 clusters Score -3189834 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -3190440.000000 Penalty: 3602.510254
	Iteration 18Q: 3 clusters Score -3190440 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -3190867.750000 Penalty: 3602.510254
	Iteration 19Q: 3 clusters Score -3190868 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -3191156.500000 Penalty: 3602.510254
	Iteration 20F: 3 clusters Score -3191156 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -3191322.500000 Penalty: 3602.510254
	Iteration 21Q: 3 clusters Score -3191322 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -3191424.500000 Penalty: 3602.510254
	Iteration 22Q: 3 clusters Score -3191424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -3191494.750000 Penalty: 3602.510254
	Iteration 23Q: 3 clusters Score -3191495 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -3191534.500000 Penalty: 3602.510254
	Iteration 24Q: 3 clusters Score -3191534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -3191550.000000 Penalty: 3602.510254
	Iteration 25Q: 3 clusters Score -3191550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -3191571.250000 Penalty: 3602.510254
	Iteration 26Q: 3 clusters Score -3191571 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -3191583.750000 Penalty: 3602.510254
	Iteration 27Q: 3 clusters Score -3191584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -3191596.500000 Penalty: 3602.510254
	Iteration 28Q: 3 clusters Score -3191596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -3191613.500000 Penalty: 3602.510254
	Iteration 29Q: 3 clusters Score -3191614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -3191620.500000 Penalty: 3602.510254
	Iteration 30Q: 3 clusters Score -3191620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -3191629.250000 Penalty: 3602.510254
	Iteration 31Q: 3 clusters Score -3191629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -3191634.750000 Penalty: 3602.510254
	Iteration 32Q: 3 clusters Score -3191635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -3191635.000000 Penalty: 3602.510254
	Iteration 33Q: 3 clusters Score -3191635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -3191642.000000 Penalty: 3602.510254
	Iteration 34Q: 3 clusters Score -3191642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -3191648.000000 Penalty: 3602.510254
	Iteration 35Q: 3 clusters Score -3191648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -3191655.500000 Penalty: 3602.510254
	Iteration 36Q: 3 clusters Score -3191656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -3191660.000000 Penalty: 3602.510254
	Iteration 37Q: 3 clusters Score -3191660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -3191661.000000 Penalty: 3602.510254
	Iteration 38Q: 3 clusters Score -3191661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -3191665.500000 Penalty: 3602.510254
	Iteration 39Q: 3 clusters Score -3191666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -3191670.750000 Penalty: 3602.510254
	Iteration 40F: 3 clusters Score -3191671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -3191666.500000 Penalty: 3602.510254
	Iteration 41Q: 3 clusters Score -3191666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -3191677.500000 Penalty: 3602.510254
	Iteration 42Q: 3 clusters Score -3191678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -3191672.250000 Penalty: 3602.510254
	Iteration 43Q: 3 clusters Score -3191672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -3191679.500000 Penalty: 3602.510254
	Iteration 44Q: 3 clusters Score -3191680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -3191678.750000 Penalty: 3602.510254
	Iteration 45Q: 3 clusters Score -3191679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -3191678.250000 Penalty: 3602.510254
	Iteration 46Q: 3 clusters Score -3191678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -3191677.750000 Penalty: 3602.510254
	Iteration 47Q: 3 clusters Score -3191678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -3191677.250000 Penalty: 3602.510254
	Iteration 48Q: 3 clusters Score -3191677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -3191677.250000 Penalty: 3602.510254
	Iteration 49F: 3 clusters Score -3191677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Entering Unmasked Estep 
Score: -1090369.500000 Penalty: 1627.942871
	Iteration 0F: 2 clusters Score -1090370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1075139.625000 Penalty: 3255.885742
	Iteration 0F: 3 clusters Score -1075140 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1080523.625000 Penalty: 3255.885742
	Iteration 1F: 3 clusters Score -1080524 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1080872.875000 Penalty: 3255.885742
	Iteration 2Q: 3 clusters Score -1080873 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1081212.375000 Penalty: 3255.885742
	Iteration 3Q: 3 clusters Score -1081212 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1081563.750000 Penalty: 3255.885742
	Iteration 4Q: 3 clusters Score -1081564 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1081944.250000 Penalty: 3255.885742
	Iteration 5Q: 3 clusters Score -1081944 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1082406.625000 Penalty: 3255.885742
	Iteration 6Q: 3 clusters Score -1082407 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1082966.500000 Penalty: 3255.885742
	Iteration 7Q: 3 clusters Score -1082966 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1083544.500000 Penalty: 3255.885742
	Iteration 8Q: 3 clusters Score -1083544 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1084120.250000 Penalty: 3255.885742
	Iteration 9Q: 3 clusters Score -1084120 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1084756.000000 Penalty: 3255.885742
	Iteration 10Q: 3 clusters Score -1084756 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1085430.500000 Penalty: 3255.885742
	Iteration 11F: 3 clusters Score -1085430 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1086027.625000 Penalty: 3255.885742
	Iteration 12Q: 3 clusters Score -1086028 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1086502.750000 Penalty: 3255.885742
	Iteration 13Q: 3 clusters Score -1086503 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1086782.625000 Penalty: 3255.885742
	Iteration 14Q: 3 clusters Score -1086783 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1086980.625000 Penalty: 3255.885742
	Iteration 15Q: 3 clusters Score -1086981 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1087136.875000 Penalty: 3255.885742
	Iteration 16Q: 3 clusters Score -1087137 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1087268.250000 Penalty: 3255.885742
	Iteration 17Q: 3 clusters Score -1087268 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1087382.250000 Penalty: 3255.885742
	Iteration 18Q: 3 clusters Score -1087382 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1087473.750000 Penalty: 3255.885742
	Iteration 19Q: 3 clusters Score -1087474 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1087560.375000 Penalty: 3255.885742
	Iteration 20F: 3 clusters Score -1087560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1087652.875000 Penalty: 3255.885742
	Iteration 21Q: 3 clusters Score -1087653 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1087761.625000 Penalty: 3255.885742
	Iteration 22Q: 3 clusters Score -1087762 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1087867.500000 Penalty: 3255.885742
	Iteration 23Q: 3 clusters Score -1087868 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1087960.875000 Penalty: 3255.885742
	Iteration 24Q: 3 clusters Score -1087961 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1088056.750000 Penalty: 3255.885742
	Iteration 25Q: 3 clusters Score -1088057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1088151.000000 Penalty: 3255.885742
	Iteration 26Q: 3 clusters Score -1088151 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1088242.875000 Penalty: 3255.885742
	Iteration 27Q: 3 clusters Score -1088243 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1088326.000000 Penalty: 3255.885742
	Iteration 28Q: 3 clusters Score -1088326 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1088409.750000 Penalty: 3255.885742
	Iteration 29Q: 3 clusters Score -1088410 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1088486.250000 Penalty: 3255.885742
	Iteration 30Q: 3 clusters Score -1088486 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1088556.375000 Penalty: 3255.885742
	Iteration 31Q: 3 clusters Score -1088556 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1088631.250000 Penalty: 3255.885742
	Iteration 32Q: 3 clusters Score -1088631 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1088702.500000 Penalty: 3255.885742
	Iteration 33Q: 3 clusters Score -1088702 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1088764.500000 Penalty: 3255.885742
	Iteration 34Q: 3 clusters Score -1088764 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1088827.500000 Penalty: 3255.885742
	Iteration 35Q: 3 clusters Score -1088828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1088879.500000 Penalty: 3255.885742
	Iteration 36Q: 3 clusters Score -1088880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1088938.750000 Penalty: 3255.885742
	Iteration 37Q: 3 clusters Score -1088939 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1088993.250000 Penalty: 3255.885742
	Iteration 38Q: 3 clusters Score -1088993 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1089046.500000 Penalty: 3255.885742
	Iteration 39Q: 3 clusters Score -1089046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1089082.250000 Penalty: 3255.885742
	Iteration 40F: 3 clusters Score -1089082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1089117.125000 Penalty: 3255.885742
	Iteration 41Q: 3 clusters Score -1089117 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1089152.000000 Penalty: 3255.885742
	Iteration 42Q: 3 clusters Score -1089152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1089187.375000 Penalty: 3255.885742
	Iteration 43Q: 3 clusters Score -1089187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1089219.875000 Penalty: 3255.885742
	Iteration 44Q: 3 clusters Score -1089220 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1089254.625000 Penalty: 3255.885742
	Iteration 45Q: 3 clusters Score -1089255 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1089296.500000 Penalty: 3255.885742
	Iteration 46Q: 3 clusters Score -1089296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1089327.375000 Penalty: 3255.885742
	Iteration 47Q: 3 clusters Score -1089327 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1089357.250000 Penalty: 3255.885742
	Iteration 48Q: 3 clusters Score -1089357 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1089381.000000 Penalty: 3255.885742
	Iteration 49Q: 3 clusters Score -1089381 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1089402.625000 Penalty: 3255.885742
	Iteration 50Q: 3 clusters Score -1089403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1089421.625000 Penalty: 3255.885742
	Iteration 51Q: 3 clusters Score -1089422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1089441.250000 Penalty: 3255.885742
	Iteration 52Q: 3 clusters Score -1089441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1089458.750000 Penalty: 3255.885742
	Iteration 53Q: 3 clusters Score -1089459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1089472.125000 Penalty: 3255.885742
	Iteration 54Q: 3 clusters Score -1089472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1089489.250000 Penalty: 3255.885742
	Iteration 55Q: 3 clusters Score -1089489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1089501.750000 Penalty: 3255.885742
	Iteration 56Q: 3 clusters Score -1089502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1089515.250000 Penalty: 3255.885742
	Iteration 57Q: 3 clusters Score -1089515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1089524.375000 Penalty: 3255.885742
	Iteration 58Q: 3 clusters Score -1089524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1089532.875000 Penalty: 3255.885742
	Iteration 59Q: 3 clusters Score -1089533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1089536.125000 Penalty: 3255.885742
	Iteration 60F: 3 clusters Score -1089536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1089542.750000 Penalty: 3255.885742
	Iteration 61Q: 3 clusters Score -1089543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1089549.500000 Penalty: 3255.885742
	Iteration 62Q: 3 clusters Score -1089550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1089557.125000 Penalty: 3255.885742
	Iteration 63Q: 3 clusters Score -1089557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1089561.500000 Penalty: 3255.885742
	Iteration 64Q: 3 clusters Score -1089562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1089559.750000 Penalty: 3255.885742
	Iteration 65Q: 3 clusters Score -1089560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1089558.125000 Penalty: 3255.885742
	Iteration 66Q: 3 clusters Score -1089558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1089562.500000 Penalty: 3255.885742
	Iteration 67Q: 3 clusters Score -1089562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1089565.250000 Penalty: 3255.885742
	Iteration 68Q: 3 clusters Score -1089565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1089565.250000 Penalty: 3255.885742
	Iteration 69Q: 3 clusters Score -1089565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1089570.125000 Penalty: 3255.885742
	Iteration 70Q: 3 clusters Score -1089570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1089569.625000 Penalty: 3255.885742
	Iteration 71Q: 3 clusters Score -1089570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1089570.625000 Penalty: 3255.885742
	Iteration 72Q: 3 clusters Score -1089571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1089573.500000 Penalty: 3255.885742
	Iteration 73Q: 3 clusters Score -1089574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1089573.875000 Penalty: 3255.885742
	Iteration 74Q: 3 clusters Score -1089574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1089572.375000 Penalty: 3255.885742
	Iteration 75Q: 3 clusters Score -1089572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1089573.250000 Penalty: 3255.885742
	Iteration 76Q: 3 clusters Score -1089573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1089573.750000 Penalty: 3255.885742
	Iteration 77Q: 3 clusters Score -1089574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1089574.750000 Penalty: 3255.885742
	Iteration 78Q: 3 clusters Score -1089575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1089574.750000 Penalty: 3255.885742
	Iteration 79F: 3 clusters Score -1089575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -239909.265625 Penalty: 1378.624512
	Iteration 0F: 2 clusters Score -239909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -236049.093750 Penalty: 2757.249023
	Iteration 0F: 3 clusters Score -236049.1 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -237131.718750 Penalty: 2757.249023
	Iteration 1F: 3 clusters Score -237131.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -237320.578125 Penalty: 2757.249023
	Iteration 2F: 3 clusters Score -237320.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -237430.953125 Penalty: 2757.249023
	Iteration 3Q: 3 clusters Score -237431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -237528.218750 Penalty: 2757.249023
	Iteration 4Q: 3 clusters Score -237528.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -237618.546875 Penalty: 2757.249023
	Iteration 5Q: 3 clusters Score -237618.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -237712.734375 Penalty: 2757.249023
	Iteration 6Q: 3 clusters Score -237712.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -237825.625000 Penalty: 2757.249023
	Iteration 7Q: 3 clusters Score -237825.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -237964.000000 Penalty: 2757.249023
	Iteration 8Q: 3 clusters Score -237964 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -238077.703125 Penalty: 2757.249023
	Iteration 9Q: 3 clusters Score -238077.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -238193.171875 Penalty: 2757.249023
	Iteration 10Q: 3 clusters Score -238193.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -238312.984375 Penalty: 2757.249023
	Iteration 11Q: 3 clusters Score -238313 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -238432.437500 Penalty: 2757.249023
	Iteration 12Q: 3 clusters Score -238432.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -238543.750000 Penalty: 2757.249023
	Iteration 13Q: 3 clusters Score -238543.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -238629.140625 Penalty: 2757.249023
	Iteration 14Q: 3 clusters Score -238629.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -238680.562500 Penalty: 2757.249023
	Iteration 15Q: 3 clusters Score -238680.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -238731.828125 Penalty: 2757.249023
	Iteration 16Q: 3 clusters Score -238731.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -238776.609375 Penalty: 2757.249023
	Iteration 17Q: 3 clusters Score -238776.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -238812.718750 Penalty: 2757.249023
	Iteration 18Q: 3 clusters Score -238812.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -238826.734375 Penalty: 2757.249023
	Iteration 19Q: 3 clusters Score -238826.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -238836.500000 Penalty: 2757.249023
	Iteration 20F: 3 clusters Score -238836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -238840.828125 Penalty: 2757.249023
	Iteration 21Q: 3 clusters Score -238840.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -238845.140625 Penalty: 2757.249023
	Iteration 22Q: 3 clusters Score -238845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -238846.390625 Penalty: 2757.249023
	Iteration 23Q: 3 clusters Score -238846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -238846.734375 Penalty: 2757.249023
	Iteration 24Q: 3 clusters Score -238846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -238848.109375 Penalty: 2757.249023
	Iteration 25Q: 3 clusters Score -238848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -238850.593750 Penalty: 2757.249023
	Iteration 26Q: 3 clusters Score -238850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -238852.203125 Penalty: 2757.249023
	Iteration 27Q: 3 clusters Score -238852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -238853.109375 Penalty: 2757.249023
	Iteration 28Q: 3 clusters Score -238853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -238853.906250 Penalty: 2757.249023
	Iteration 29Q: 3 clusters Score -238853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238855.093750 Penalty: 2757.249023
	Iteration 30Q: 3 clusters Score -238855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -238857.140625 Penalty: 2757.249023
	Iteration 31Q: 3 clusters Score -238857.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -238859.625000 Penalty: 2757.249023
	Iteration 32Q: 3 clusters Score -238859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -238861.421875 Penalty: 2757.249023
	Iteration 33Q: 3 clusters Score -238861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -238862.625000 Penalty: 2757.249023
	Iteration 34Q: 3 clusters Score -238862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -238862.875000 Penalty: 2757.249023
	Iteration 35Q: 3 clusters Score -238862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -238862.875000 Penalty: 2757.249023
	Iteration 36F: 3 clusters Score -238862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -89312.859375 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -89312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -87282.734375 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -87282.73 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -87651.367188 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -87651.37 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -87745.335938 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -87745.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87800.039062 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -87800.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -87835.101562 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -87835.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -87852.007812 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -87852.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -87865.703125 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -87865.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -87881.796875 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -87881.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -87894.953125 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -87894.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -87907.523438 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -87907.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -87919.570312 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -87919.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -87927.218750 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -87927.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -87937.328125 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -87937.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -87943.664062 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -87943.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -87948.164062 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -87948.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -87952.695312 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -87952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -87955.773438 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -87955.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -87956.609375 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -87956.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -87958.171875 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -87958.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -87958.867188 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -87958.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -87958.867188 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -87958.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Entering Unmasked Estep 
Score: -655635.562500 Penalty: 1548.275391
	Iteration 0F: 2 clusters Score -655635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -646070.062500 Penalty: 3096.550781
	Iteration 0F: 3 clusters Score -646070.1 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -649335.500000 Penalty: 3096.550781
	Iteration 1F: 3 clusters Score -649335.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -649738.437500 Penalty: 3096.550781
	Iteration 2F: 3 clusters Score -649738.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -650264.687500 Penalty: 3096.550781
	Iteration 3F: 3 clusters Score -650264.7 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -650909.937500 Penalty: 3096.550781
	Iteration 4F: 3 clusters Score -650909.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -651722.500000 Penalty: 3096.550781
	Iteration 5F: 3 clusters Score -651722.5 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -652674.625000 Penalty: 3096.550781
	Iteration 6F: 3 clusters Score -652674.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -653487.937500 Penalty: 3096.550781
	Iteration 7F: 3 clusters Score -653487.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -654065.500000 Penalty: 3096.550781
	Iteration 8F: 3 clusters Score -654065.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -654373.000000 Penalty: 3096.550781
	Iteration 9Q: 3 clusters Score -654373 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -654529.937500 Penalty: 3096.550781
	Iteration 10Q: 3 clusters Score -654529.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -654622.875000 Penalty: 3096.550781
	Iteration 11Q: 3 clusters Score -654622.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -654677.937500 Penalty: 3096.550781
	Iteration 12Q: 3 clusters Score -654677.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -654711.062500 Penalty: 3096.550781
	Iteration 13Q: 3 clusters Score -654711.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -654733.625000 Penalty: 3096.550781
	Iteration 14Q: 3 clusters Score -654733.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -654747.312500 Penalty: 3096.550781
	Iteration 15Q: 3 clusters Score -654747.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -654758.437500 Penalty: 3096.550781
	Iteration 16Q: 3 clusters Score -654758.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -654770.562500 Penalty: 3096.550781
	Iteration 17Q: 3 clusters Score -654770.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -654777.125000 Penalty: 3096.550781
	Iteration 18Q: 3 clusters Score -654777.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -654782.312500 Penalty: 3096.550781
	Iteration 19Q: 3 clusters Score -654782.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -654786.812500 Penalty: 3096.550781
	Iteration 20F: 3 clusters Score -654786.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -654791.875000 Penalty: 3096.550781
	Iteration 21Q: 3 clusters Score -654791.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -654798.312500 Penalty: 3096.550781
	Iteration 22Q: 3 clusters Score -654798.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -654802.000000 Penalty: 3096.550781
	Iteration 23Q: 3 clusters Score -654802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -654802.937500 Penalty: 3096.550781
	Iteration 24Q: 3 clusters Score -654802.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -654805.937500 Penalty: 3096.550781
	Iteration 25Q: 3 clusters Score -654805.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -654807.750000 Penalty: 3096.550781
	Iteration 26Q: 3 clusters Score -654807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -654813.187500 Penalty: 3096.550781
	Iteration 27Q: 3 clusters Score -654813.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -654815.500000 Penalty: 3096.550781
	Iteration 28Q: 3 clusters Score -654815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -654815.812500 Penalty: 3096.550781
	Iteration 29Q: 3 clusters Score -654815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -654818.312500 Penalty: 3096.550781
	Iteration 30Q: 3 clusters Score -654818.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -654820.250000 Penalty: 3096.550781
	Iteration 31Q: 3 clusters Score -654820.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -654822.750000 Penalty: 3096.550781
	Iteration 32Q: 3 clusters Score -654822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -654824.187500 Penalty: 3096.550781
	Iteration 33Q: 3 clusters Score -654824.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -654825.812500 Penalty: 3096.550781
	Iteration 34Q: 3 clusters Score -654825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -654827.375000 Penalty: 3096.550781
	Iteration 35Q: 3 clusters Score -654827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -654828.437500 Penalty: 3096.550781
	Iteration 36Q: 3 clusters Score -654828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -654829.437500 Penalty: 3096.550781
	Iteration 37Q: 3 clusters Score -654829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -654828.500000 Penalty: 3096.550781
	Iteration 38Q: 3 clusters Score -654828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -654828.375000 Penalty: 3096.550781
	Iteration 39Q: 3 clusters Score -654828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -654828.187500 Penalty: 3096.550781
	Iteration 40F: 3 clusters Score -654828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Entering Unmasked Estep 
Score: -2876595.000000 Penalty: 1786.145020
	Iteration 0F: 2 clusters Score -2876595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -2837035.500000 Penalty: 3572.290039
	Iteration 0F: 3 clusters Score -2837036 nChanged 27848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -2853736.250000 Penalty: 3572.290039
	Iteration 1F: 3 clusters Score -2853736 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -2854983.250000 Penalty: 3572.290039
	Iteration 2Q: 3 clusters Score -2854983 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -2856627.500000 Penalty: 3572.290039
	Iteration 3F: 3 clusters Score -2856628 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -2858858.500000 Penalty: 3572.290039
	Iteration 4F: 3 clusters Score -2858858 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -2861869.000000 Penalty: 3572.290039
	Iteration 5F: 3 clusters Score -2861869 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -2865500.000000 Penalty: 3572.290039
	Iteration 6F: 3 clusters Score -2865500 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -2868979.000000 Penalty: 3572.290039
	Iteration 7F: 3 clusters Score -2868979 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -2871141.750000 Penalty: 3572.290039
	Iteration 8F: 3 clusters Score -2871142 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -2872143.500000 Penalty: 3572.290039
	Iteration 9Q: 3 clusters Score -2872144 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -2872768.000000 Penalty: 3572.290039
	Iteration 10Q: 3 clusters Score -2872768 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -2873284.250000 Penalty: 3572.290039
	Iteration 11Q: 3 clusters Score -2873284 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -2873714.750000 Penalty: 3572.290039
	Iteration 12Q: 3 clusters Score -2873715 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -2874076.000000 Penalty: 3572.290039
	Iteration 13Q: 3 clusters Score -2874076 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -2874392.750000 Penalty: 3572.290039
	Iteration 14Q: 3 clusters Score -2874393 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -2874656.000000 Penalty: 3572.290039
	Iteration 15Q: 3 clusters Score -2874656 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -2874892.750000 Penalty: 3572.290039
	Iteration 16Q: 3 clusters Score -2874893 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -2875085.750000 Penalty: 3572.290039
	Iteration 17Q: 3 clusters Score -2875086 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -2875268.500000 Penalty: 3572.290039
	Iteration 18Q: 3 clusters Score -2875268 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -2875440.750000 Penalty: 3572.290039
	Iteration 19Q: 3 clusters Score -2875441 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -2875589.750000 Penalty: 3572.290039
	Iteration 20F: 3 clusters Score -2875590 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -2875705.250000 Penalty: 3572.290039
	Iteration 21Q: 3 clusters Score -2875705 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -2875797.250000 Penalty: 3572.290039
	Iteration 22Q: 3 clusters Score -2875797 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -2875857.750000 Penalty: 3572.290039
	Iteration 23Q: 3 clusters Score -2875858 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -2875925.500000 Penalty: 3572.290039
	Iteration 24Q: 3 clusters Score -2875926 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -2875975.750000 Penalty: 3572.290039
	Iteration 25Q: 3 clusters Score -2875976 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -2876006.250000 Penalty: 3572.290039
	Iteration 26Q: 3 clusters Score -2876006 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -2876033.250000 Penalty: 3572.290039
	Iteration 27Q: 3 clusters Score -2876033 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -2876055.000000 Penalty: 3572.290039
	Iteration 28Q: 3 clusters Score -2876055 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -2876095.000000 Penalty: 3572.290039
	Iteration 29Q: 3 clusters Score -2876095 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -2876109.250000 Penalty: 3572.290039
	Iteration 30Q: 3 clusters Score -2876109 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -2876127.500000 Penalty: 3572.290039
	Iteration 31Q: 3 clusters Score -2876128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -2876158.500000 Penalty: 3572.290039
	Iteration 32Q: 3 clusters Score -2876158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -2876177.750000 Penalty: 3572.290039
	Iteration 33Q: 3 clusters Score -2876178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -2876184.750000 Penalty: 3572.290039
	Iteration 34Q: 3 clusters Score -2876185 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -2876205.250000 Penalty: 3572.290039
	Iteration 35Q: 3 clusters Score -2876205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -2876213.250000 Penalty: 3572.290039
	Iteration 36Q: 3 clusters Score -2876213 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -2876228.000000 Penalty: 3572.290039
	Iteration 37Q: 3 clusters Score -2876228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -2876234.000000 Penalty: 3572.290039
	Iteration 38Q: 3 clusters Score -2876234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -2876239.750000 Penalty: 3572.290039
	Iteration 39Q: 3 clusters Score -2876240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -2876251.000000 Penalty: 3572.290039
	Iteration 40F: 3 clusters Score -2876251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -2876252.000000 Penalty: 3572.290039
	Iteration 41Q: 3 clusters Score -2876252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -2876249.750000 Penalty: 3572.290039
	Iteration 42Q: 3 clusters Score -2876250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -2876259.750000 Penalty: 3572.290039
	Iteration 43Q: 3 clusters Score -2876260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -2876277.250000 Penalty: 3572.290039
	Iteration 44Q: 3 clusters Score -2876277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -2876284.250000 Penalty: 3572.290039
	Iteration 45Q: 3 clusters Score -2876284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -2876291.500000 Penalty: 3572.290039
	Iteration 46Q: 3 clusters Score -2876292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -2876290.250000 Penalty: 3572.290039
	Iteration 47Q: 3 clusters Score -2876290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -2876296.000000 Penalty: 3572.290039
	Iteration 48Q: 3 clusters Score -2876296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -2876312.250000 Penalty: 3572.290039
	Iteration 49Q: 3 clusters Score -2876312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -2876313.750000 Penalty: 3572.290039
	Iteration 50Q: 3 clusters Score -2876314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -2876314.000000 Penalty: 3572.290039
	Iteration 51Q: 3 clusters Score -2876314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -2876323.250000 Penalty: 3572.290039
	Iteration 52Q: 3 clusters Score -2876323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -2876328.750000 Penalty: 3572.290039
	Iteration 53Q: 3 clusters Score -2876329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -2876332.000000 Penalty: 3572.290039
	Iteration 54Q: 3 clusters Score -2876332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -2876339.500000 Penalty: 3572.290039
	Iteration 55Q: 3 clusters Score -2876340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -2876341.500000 Penalty: 3572.290039
	Iteration 56Q: 3 clusters Score -2876342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -2876346.750000 Penalty: 3572.290039
	Iteration 57Q: 3 clusters Score -2876347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -2876353.000000 Penalty: 3572.290039
	Iteration 58Q: 3 clusters Score -2876353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -2876350.250000 Penalty: 3572.290039
	Iteration 59Q: 3 clusters Score -2876350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -2876353.000000 Penalty: 3572.290039
	Iteration 60F: 3 clusters Score -2876353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -2876357.750000 Penalty: 3572.290039
	Iteration 61Q: 3 clusters Score -2876358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -2876361.500000 Penalty: 3572.290039
	Iteration 62Q: 3 clusters Score -2876362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -2876358.000000 Penalty: 3572.290039
	Iteration 63Q: 3 clusters Score -2876358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -2876360.000000 Penalty: 3572.290039
	Iteration 64Q: 3 clusters Score -2876360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -2876361.250000 Penalty: 3572.290039
	Iteration 65Q: 3 clusters Score -2876361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -2876358.500000 Penalty: 3572.290039
	Iteration 66Q: 3 clusters Score -2876358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -2876361.250000 Penalty: 3572.290039
	Iteration 67Q: 3 clusters Score -2876361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -2876361.750000 Penalty: 3572.290039
	Iteration 68Q: 3 clusters Score -2876362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -2876363.750000 Penalty: 3572.290039
	Iteration 69Q: 3 clusters Score -2876364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -2876368.250000 Penalty: 3572.290039
	Iteration 70Q: 3 clusters Score -2876368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -2876367.250000 Penalty: 3572.290039
	Iteration 71Q: 3 clusters Score -2876367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -2876366.000000 Penalty: 3572.290039
	Iteration 72Q: 3 clusters Score -2876366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -2876366.000000 Penalty: 3572.290039
	Iteration 73F: 3 clusters Score -2876366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -393673.312500 Penalty: 1450.774780
	Iteration 0F: 2 clusters Score -393673.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -388029.093750 Penalty: 2901.549561
	Iteration 0F: 3 clusters Score -388029.1 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -389732.468750 Penalty: 2901.549561
	Iteration 1F: 3 clusters Score -389732.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -389876.125000 Penalty: 2901.549561
	Iteration 2F: 3 clusters Score -389876.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -389979.656250 Penalty: 2901.549561
	Iteration 3Q: 3 clusters Score -389979.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -390066.093750 Penalty: 2901.549561
	Iteration 4Q: 3 clusters Score -390066.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -390130.093750 Penalty: 2901.549561
	Iteration 5Q: 3 clusters Score -390130.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -390191.687500 Penalty: 2901.549561
	Iteration 6Q: 3 clusters Score -390191.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -390245.531250 Penalty: 2901.549561
	Iteration 7Q: 3 clusters Score -390245.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -390288.937500 Penalty: 2901.549561
	Iteration 8Q: 3 clusters Score -390288.9 nChanged 120
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: -390326.750000 Penalty: 2901.549561
	Iteration 9Q: 3 clusters Score -390326.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -390367.781250 Penalty: 2901.549561
	Iteration 10Q: 3 clusters Score -390367.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -390410.187500 Penalty: 2901.549561
	Iteration 11Q: 3 clusters Score -390410.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -390465.843750 Penalty: 2901.549561
	Iteration 12Q: 3 clusters Score -390465.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -390525.937500 Penalty: 2901.549561
	Iteration 13Q: 3 clusters Score -390525.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -390599.968750 Penalty: 2901.549561
	Iteration 14Q: 3 clusters Score -390600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -390700.562500 Penalty: 2901.549561
	Iteration 15Q: 3 clusters Score -390700.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -390860.000000 Penalty: 2901.549561
	Iteration 16Q: 3 clusters Score -390860 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -391064.718750 Penalty: 2901.549561
	Iteration 17Q: 3 clusters Score -391064.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -391327.500000 Penalty: 2901.549561
	Iteration 18Q: 3 clusters Score -391327.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -391638.062500 Penalty: 2901.549561
	Iteration 19F: 3 clusters Score -391638.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -391897.093750 Penalty: 2901.549561
	Iteration 20F: 3 clusters Score -391897.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -392106.000000 Penalty: 2901.549561
	Iteration 21Q: 3 clusters Score -392106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -392235.312500 Penalty: 2901.549561
	Iteration 22Q: 3 clusters Score -392235.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -392319.187500 Penalty: 2901.549561
	Iteration 23Q: 3 clusters Score -392319.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -392366.218750 Penalty: 2901.549561
	Iteration 24Q: 3 clusters Score -392366.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -392382.687500 Penalty: 2901.549561
	Iteration 25Q: 3 clusters Score -392382.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -392396.781250 Penalty: 2901.549561
	Iteration 26Q: 3 clusters Score -392396.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -392407.031250 Penalty: 2901.549561
	Iteration 27Q: 3 clusters Score -392407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -392416.343750 Penalty: 2901.549561
	Iteration 28Q: 3 clusters Score -392416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -392428.031250 Penalty: 2901.549561
	Iteration 29Q: 3 clusters Score -392428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -392437.437500 Penalty: 2901.549561
	Iteration 30Q: 3 clusters Score -392437.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -392444.656250 Penalty: 2901.549561
	Iteration 31Q: 3 clusters Score -392444.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -392451.406250 Penalty: 2901.549561
	Iteration 32Q: 3 clusters Score -392451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -392458.812500 Penalty: 2901.549561
	Iteration 33Q: 3 clusters Score -392458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -392463.468750 Penalty: 2901.549561
	Iteration 34Q: 3 clusters Score -392463.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -392466.281250 Penalty: 2901.549561
	Iteration 35Q: 3 clusters Score -392466.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -392469.906250 Penalty: 2901.549561
	Iteration 36Q: 3 clusters Score -392469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -392476.250000 Penalty: 2901.549561
	Iteration 37Q: 3 clusters Score -392476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -392481.375000 Penalty: 2901.549561
	Iteration 38Q: 3 clusters Score -392481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -392484.093750 Penalty: 2901.549561
	Iteration 39Q: 3 clusters Score -392484.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -392488.781250 Penalty: 2901.549561
	Iteration 40F: 3 clusters Score -392488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -392491.437500 Penalty: 2901.549561
	Iteration 41Q: 3 clusters Score -392491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -392496.750000 Penalty: 2901.549561
	Iteration 42Q: 3 clusters Score -392496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -392497.812500 Penalty: 2901.549561
	Iteration 43Q: 3 clusters Score -392497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -392499.125000 Penalty: 2901.549561
	Iteration 44Q: 3 clusters Score -392499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -392500.875000 Penalty: 2901.549561
	Iteration 45Q: 3 clusters Score -392500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -392501.187500 Penalty: 2901.549561
	Iteration 46Q: 3 clusters Score -392501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -392501.343750 Penalty: 2901.549561
	Iteration 47Q: 3 clusters Score -392501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -392501.125000 Penalty: 2901.549561
	Iteration 48Q: 3 clusters Score -392501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -392501.125000 Penalty: 2901.549561
	Iteration 49F: 3 clusters Score -392501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Entering Unmasked Estep 
Score: -377031.625000 Penalty: 1454.840332
	Iteration 0F: 2 clusters Score -377031.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -371297.843750 Penalty: 2909.680664
	Iteration 0F: 3 clusters Score -371297.8 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -373197.406250 Penalty: 2909.680664
	Iteration 1F: 3 clusters Score -373197.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -373474.750000 Penalty: 2909.680664
	Iteration 2F: 3 clusters Score -373474.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -373680.218750 Penalty: 2909.680664
	Iteration 3F: 3 clusters Score -373680.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -373836.437500 Penalty: 2909.680664
	Iteration 4Q: 3 clusters Score -373836.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -373949.437500 Penalty: 2909.680664
	Iteration 5Q: 3 clusters Score -373949.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -374040.031250 Penalty: 2909.680664
	Iteration 6Q: 3 clusters Score -374040 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -374128.812500 Penalty: 2909.680664
	Iteration 7Q: 3 clusters Score -374128.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -374211.250000 Penalty: 2909.680664
	Iteration 8Q: 3 clusters Score -374211.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -374289.031250 Penalty: 2909.680664
	Iteration 9Q: 3 clusters Score -374289 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -374360.062500 Penalty: 2909.680664
	Iteration 10Q: 3 clusters Score -374360.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -374422.937500 Penalty: 2909.680664
	Iteration 11Q: 3 clusters Score -374422.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -374494.187500 Penalty: 2909.680664
	Iteration 12Q: 3 clusters Score -374494.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -374558.406250 Penalty: 2909.680664
	Iteration 13Q: 3 clusters Score -374558.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -374624.406250 Penalty: 2909.680664
	Iteration 14Q: 3 clusters Score -374624.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -374683.125000 Penalty: 2909.680664
	Iteration 15Q: 3 clusters Score -374683.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -374742.312500 Penalty: 2909.680664
	Iteration 16Q: 3 clusters Score -374742.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -374797.656250 Penalty: 2909.680664
	Iteration 17Q: 3 clusters Score -374797.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -374842.750000 Penalty: 2909.680664
	Iteration 18Q: 3 clusters Score -374842.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -374889.781250 Penalty: 2909.680664
	Iteration 19Q: 3 clusters Score -374889.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -374926.718750 Penalty: 2909.680664
	Iteration 20F: 3 clusters Score -374926.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -374962.125000 Penalty: 2909.680664
	Iteration 21Q: 3 clusters Score -374962.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -374998.718750 Penalty: 2909.680664
	Iteration 22Q: 3 clusters Score -374998.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -375043.250000 Penalty: 2909.680664
	Iteration 23Q: 3 clusters Score -375043.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -375081.000000 Penalty: 2909.680664
	Iteration 24Q: 3 clusters Score -375081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -375121.312500 Penalty: 2909.680664
	Iteration 25Q: 3 clusters Score -375121.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -375172.500000 Penalty: 2909.680664
	Iteration 26Q: 3 clusters Score -375172.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -375224.406250 Penalty: 2909.680664
	Iteration 27Q: 3 clusters Score -375224.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -375285.000000 Penalty: 2909.680664
	Iteration 28Q: 3 clusters Score -375285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -375332.625000 Penalty: 2909.680664
	Iteration 29Q: 3 clusters Score -375332.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -375369.812500 Penalty: 2909.680664
	Iteration 30Q: 3 clusters Score -375369.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -375411.687500 Penalty: 2909.680664
	Iteration 31Q: 3 clusters Score -375411.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -375445.406250 Penalty: 2909.680664
	Iteration 32Q: 3 clusters Score -375445.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -375478.968750 Penalty: 2909.680664
	Iteration 33Q: 3 clusters Score -375479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -375509.593750 Penalty: 2909.680664
	Iteration 34Q: 3 clusters Score -375509.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -375533.375000 Penalty: 2909.680664
	Iteration 35Q: 3 clusters Score -375533.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -375555.031250 Penalty: 2909.680664
	Iteration 36Q: 3 clusters Score -375555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -375573.906250 Penalty: 2909.680664
	Iteration 37Q: 3 clusters Score -375573.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -375591.468750 Penalty: 2909.680664
	Iteration 38Q: 3 clusters Score -375591.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -375607.875000 Penalty: 2909.680664
	Iteration 39Q: 3 clusters Score -375607.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -375619.437500 Penalty: 2909.680664
	Iteration 40F: 3 clusters Score -375619.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -375634.625000 Penalty: 2909.680664
	Iteration 41Q: 3 clusters Score -375634.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -375646.718750 Penalty: 2909.680664
	Iteration 42Q: 3 clusters Score -375646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -375661.250000 Penalty: 2909.680664
	Iteration 43Q: 3 clusters Score -375661.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -375678.468750 Penalty: 2909.680664
	Iteration 44Q: 3 clusters Score -375678.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -375694.593750 Penalty: 2909.680664
	Iteration 45Q: 3 clusters Score -375694.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -375710.250000 Penalty: 2909.680664
	Iteration 46Q: 3 clusters Score -375710.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -375726.687500 Penalty: 2909.680664
	Iteration 47Q: 3 clusters Score -375726.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -375742.968750 Penalty: 2909.680664
	Iteration 48Q: 3 clusters Score -375743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -375755.750000 Penalty: 2909.680664
	Iteration 49Q: 3 clusters Score -375755.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -375767.062500 Penalty: 2909.680664
	Iteration 50Q: 3 clusters Score -375767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -375775.187500 Penalty: 2909.680664
	Iteration 51Q: 3 clusters Score -375775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -375780.125000 Penalty: 2909.680664
	Iteration 52Q: 3 clusters Score -375780.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -375783.750000 Penalty: 2909.680664
	Iteration 53Q: 3 clusters Score -375783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -375792.750000 Penalty: 2909.680664
	Iteration 54Q: 3 clusters Score -375792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -375799.875000 Penalty: 2909.680664
	Iteration 55Q: 3 clusters Score -375799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -375806.062500 Penalty: 2909.680664
	Iteration 56Q: 3 clusters Score -375806.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -375814.781250 Penalty: 2909.680664
	Iteration 57Q: 3 clusters Score -375814.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -375824.468750 Penalty: 2909.680664
	Iteration 58Q: 3 clusters Score -375824.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -375827.531250 Penalty: 2909.680664
	Iteration 59Q: 3 clusters Score -375827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -375829.375000 Penalty: 2909.680664
	Iteration 60F: 3 clusters Score -375829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -375831.875000 Penalty: 2909.680664
	Iteration 61Q: 3 clusters Score -375831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -375833.156250 Penalty: 2909.680664
	Iteration 62Q: 3 clusters Score -375833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -375835.312500 Penalty: 2909.680664
	Iteration 63Q: 3 clusters Score -375835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -375835.843750 Penalty: 2909.680664
	Iteration 64Q: 3 clusters Score -375835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -375835.843750 Penalty: 2909.680664
	Iteration 65F: 3 clusters Score -375835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (581981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581981 members 
Entering Unmasked Estep 
Score: -27537446.000000 Penalty: 2157.056396
	Iteration 0F: 2 clusters Score -2.753745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290841 members 
Mstep: Class 2 contains 291140 members 
Entering Unmasked Estep 
Score: -27143880.000000 Penalty: 4314.112793
	Iteration 0F: 3 clusters Score -2.714388e+07 nChanged 285163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290946 members 
Mstep: Class 2 contains 291035 members 
Entering Unmasked Estep 
Score: -27316132.000000 Penalty: 4314.112793
	Iteration 1F: 3 clusters Score -2.731613e+07 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290153 members 
Mstep: Class 2 contains 291828 members 
Entering Unmasked Estep 
Score: -27319058.000000 Penalty: 4314.112793
	Iteration 2Q: 3 clusters Score -2.731906e+07 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288473 members 
Mstep: Class 2 contains 293508 members 
Entering Unmasked Estep 
Score: -27322494.000000 Penalty: 4314.112793
	Iteration 3Q: 3 clusters Score -2.732249e+07 nChanged 18159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285224 members 
Mstep: Class 2 contains 296757 members 
Entering Unmasked Estep 
Score: -27328078.000000 Penalty: 4314.112793
	Iteration 4Q: 3 clusters Score -2.732808e+07 nChanged 21408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280166 members 
Mstep: Class 2 contains 301815 members 
Entering Unmasked Estep 
Score: -27336374.000000 Penalty: 4314.112793
	Iteration 5Q: 3 clusters Score -2.733637e+07 nChanged 24864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272808 members 
Mstep: Class 2 contains 309173 members 
Entering Unmasked Estep 
Score: -27346780.000000 Penalty: 4314.112793
	Iteration 6Q: 3 clusters Score -2.734678e+07 nChanged 28701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263279 members 
Mstep: Class 2 contains 318702 members 
Entering Unmasked Estep 
Score: -27361720.000000 Penalty: 4314.112793
	Iteration 7Q: 3 clusters Score -2.736172e+07 nChanged 32708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251827 members 
Mstep: Class 2 contains 330154 members 
Entering Unmasked Estep 
Score: -27381544.000000 Penalty: 4314.112793
	Iteration 8F: 3 clusters Score -2.738154e+07 nChanged 36047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239654 members 
Mstep: Class 2 contains 342327 members 
Entering Unmasked Estep 
Score: -27407110.000000 Penalty: 4314.112793
	Iteration 9F: 3 clusters Score -2.740711e+07 nChanged 35917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229103 members 
Mstep: Class 2 contains 352878 members 
Entering Unmasked Estep 
Score: -27431722.000000 Penalty: 4314.112793
	Iteration 10F: 3 clusters Score -2.743172e+07 nChanged 29371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221204 members 
Mstep: Class 2 contains 360777 members 
Entering Unmasked Estep 
Score: -27446758.000000 Penalty: 4314.112793
	Iteration 11F: 3 clusters Score -2.744676e+07 nChanged 19234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214334 members 
Mstep: Class 2 contains 367647 members 
Entering Unmasked Estep 
Score: -27453196.000000 Penalty: 4314.112793
	Iteration 12Q: 3 clusters Score -2.74532e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207495 members 
Mstep: Class 2 contains 374486 members 
Entering Unmasked Estep 
Score: -27456766.000000 Penalty: 4314.112793
	Iteration 13Q: 3 clusters Score -2.745677e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200291 members 
Mstep: Class 2 contains 381690 members 
Entering Unmasked Estep 
Score: -27460262.000000 Penalty: 4314.112793
	Iteration 14Q: 3 clusters Score -2.746026e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192651 members 
Mstep: Class 2 contains 389330 members 
Entering Unmasked Estep 
Score: -27463548.000000 Penalty: 4314.112793
	Iteration 15Q: 3 clusters Score -2.746355e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184712 members 
Mstep: Class 2 contains 397269 members 
Entering Unmasked Estep 
Score: -27467368.000000 Penalty: 4314.112793
	Iteration 16Q: 3 clusters Score -2.746737e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176527 members 
Mstep: Class 2 contains 405454 members 
Entering Unmasked Estep 
Score: -27471642.000000 Penalty: 4314.112793
	Iteration 17Q: 3 clusters Score -2.747164e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168261 members 
Mstep: Class 2 contains 413720 members 
Entering Unmasked Estep 
Score: -27475686.000000 Penalty: 4314.112793
	Iteration 18Q: 3 clusters Score -2.747569e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 422164 members 
Entering Unmasked Estep 
Score: -27479350.000000 Penalty: 4314.112793
	Iteration 19Q: 3 clusters Score -2.747935e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151561 members 
Mstep: Class 2 contains 430420 members 
Entering Unmasked Estep 
Score: -27483130.000000 Penalty: 4314.112793
	Iteration 20F: 3 clusters Score -2.748313e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143454 members 
Mstep: Class 2 contains 438527 members 
Entering Unmasked Estep 
Score: -27486704.000000 Penalty: 4314.112793
	Iteration 21Q: 3 clusters Score -2.74867e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135508 members 
Mstep: Class 2 contains 446473 members 
Entering Unmasked Estep 
Score: -27490252.000000 Penalty: 4314.112793
	Iteration 22Q: 3 clusters Score -2.749025e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 453986 members 
Entering Unmasked Estep 
Score: -27493642.000000 Penalty: 4314.112793
	Iteration 23Q: 3 clusters Score -2.749364e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120509 members 
Mstep: Class 2 contains 461472 members 
Entering Unmasked Estep 
Score: -27496974.000000 Penalty: 4314.112793
	Iteration 24Q: 3 clusters Score -2.749697e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 468766 members 
Entering Unmasked Estep 
Score: -27500194.000000 Penalty: 4314.112793
	Iteration 25Q: 3 clusters Score -2.750019e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 475751 members 
Entering Unmasked Estep 
Score: -27503016.000000 Penalty: 4314.112793
	Iteration 26Q: 3 clusters Score -2.750302e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 482457 members 
Entering Unmasked Estep 
Score: -27505344.000000 Penalty: 4314.112793
	Iteration 27Q: 3 clusters Score -2.750534e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 488818 members 
Entering Unmasked Estep 
Score: -27507728.000000 Penalty: 4314.112793
	Iteration 28Q: 3 clusters Score -2.750773e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 494782 members 
Entering Unmasked Estep 
Score: -27509672.000000 Penalty: 4314.112793
	Iteration 29Q: 3 clusters Score -2.750967e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 500579 members 
Entering Unmasked Estep 
Score: -27511772.000000 Penalty: 4314.112793
	Iteration 30Q: 3 clusters Score -2.751177e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 505836 members 
Entering Unmasked Estep 
Score: -27513210.000000 Penalty: 4314.112793
	Iteration 31Q: 3 clusters Score -2.751321e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 510735 members 
Entering Unmasked Estep 
Score: -27514738.000000 Penalty: 4314.112793
	Iteration 32Q: 3 clusters Score -2.751474e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 515359 members 
Entering Unmasked Estep 
Score: -27516174.000000 Penalty: 4314.112793
	Iteration 33Q: 3 clusters Score -2.751617e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 519691 members 
Entering Unmasked Estep 
Score: -27517506.000000 Penalty: 4314.112793
	Iteration 34Q: 3 clusters Score -2.751751e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 523762 members 
Entering Unmasked Estep 
Score: -27518594.000000 Penalty: 4314.112793
	Iteration 35Q: 3 clusters Score -2.751859e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 527641 members 
Entering Unmasked Estep 
Score: -27519642.000000 Penalty: 4314.112793
	Iteration 36Q: 3 clusters Score -2.751964e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 531344 members 
Entering Unmasked Estep 
Score: -27520588.000000 Penalty: 4314.112793
	Iteration 37Q: 3 clusters Score -2.752059e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 534861 members 
Entering Unmasked Estep 
Score: -27521362.000000 Penalty: 4314.112793
	Iteration 38Q: 3 clusters Score -2.752136e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 538172 members 
Entering Unmasked Estep 
Score: -27522200.000000 Penalty: 4314.112793
	Iteration 39Q: 3 clusters Score -2.75222e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 541297 members 
Entering Unmasked Estep 
Score: -27522938.000000 Penalty: 4314.112793
	Iteration 40F: 3 clusters Score -2.752294e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 544270 members 
Entering Unmasked Estep 
Score: -27523802.000000 Penalty: 4314.112793
	Iteration 41Q: 3 clusters Score -2.75238e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 547112 members 
Entering Unmasked Estep 
Score: -27524476.000000 Penalty: 4314.112793
	Iteration 42Q: 3 clusters Score -2.752448e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 549845 members 
Entering Unmasked Estep 
Score: -27525350.000000 Penalty: 4314.112793
	Iteration 43Q: 3 clusters Score -2.752535e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 552474 members 
Entering Unmasked Estep 
Score: -27526126.000000 Penalty: 4314.112793
	Iteration 44Q: 3 clusters Score -2.752613e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 555010 members 
Entering Unmasked Estep 
Score: -27526870.000000 Penalty: 4314.112793
	Iteration 45Q: 3 clusters Score -2.752687e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 557414 members 
Entering Unmasked Estep 
Score: -27527458.000000 Penalty: 4314.112793
	Iteration 46Q: 3 clusters Score -2.752746e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 559703 members 
Entering Unmasked Estep 
Score: -27528328.000000 Penalty: 4314.112793
	Iteration 47Q: 3 clusters Score -2.752833e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 561937 members 
Entering Unmasked Estep 
Score: -27528968.000000 Penalty: 4314.112793
	Iteration 48Q: 3 clusters Score -2.752897e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 564135 members 
Entering Unmasked Estep 
Score: -27529504.000000 Penalty: 4314.112793
	Iteration 49Q: 3 clusters Score -2.75295e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 566314 members 
Entering Unmasked Estep 
Score: -27530482.000000 Penalty: 4314.112793
	Iteration 50Q: 3 clusters Score -2.753048e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 568310 members 
Entering Unmasked Estep 
Score: -27531148.000000 Penalty: 4314.112793
	Iteration 51Q: 3 clusters Score -2.753115e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 570174 members 
Entering Unmasked Estep 
Score: -27531742.000000 Penalty: 4314.112793
	Iteration 52Q: 3 clusters Score -2.753174e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 571836 members 
Entering Unmasked Estep 
Score: -27532310.000000 Penalty: 4314.112793
	Iteration 53Q: 3 clusters Score -2.753231e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 573352 members 
Entering Unmasked Estep 
Score: -27532878.000000 Penalty: 4314.112793
	Iteration 54Q: 3 clusters Score -2.753288e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 574711 members 
Entering Unmasked Estep 
Score: -27533570.000000 Penalty: 4314.112793
	Iteration 55Q: 3 clusters Score -2.753357e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 575890 members 
Entering Unmasked Estep 
Score: -27533948.000000 Penalty: 4314.112793
	Iteration 56Q: 3 clusters Score -2.753395e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 576899 members 
Entering Unmasked Estep 
Score: -27534390.000000 Penalty: 4314.112793
	Iteration 57Q: 3 clusters Score -2.753439e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 577695 members 
Entering Unmasked Estep 
Score: -27534790.000000 Penalty: 4314.112793
	Iteration 58Q: 3 clusters Score -2.753479e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 578296 members 
Entering Unmasked Estep 
Score: -27534946.000000 Penalty: 4314.112793
	Iteration 59Q: 3 clusters Score -2.753495e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 578808 members 
Entering Unmasked Estep 
Score: -27535082.000000 Penalty: 4314.112793
	Iteration 60F: 3 clusters Score -2.753508e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 579187 members 
Entering Unmasked Estep 
Score: -27535278.000000 Penalty: 4314.112793
	Iteration 61Q: 3 clusters Score -2.753528e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 579509 members 
Entering Unmasked Estep 
Score: -27535370.000000 Penalty: 4314.112793
	Iteration 62Q: 3 clusters Score -2.753537e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 579773 members 
Entering Unmasked Estep 
Score: -27535396.000000 Penalty: 4314.112793
	Iteration 63Q: 3 clusters Score -2.75354e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 579983 members 
Entering Unmasked Estep 
Score: -27535508.000000 Penalty: 4314.112793
	Iteration 64Q: 3 clusters Score -2.753551e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 580159 members 
Entering Unmasked Estep 
Score: -27535558.000000 Penalty: 4314.112793
	Iteration 65Q: 3 clusters Score -2.753556e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 580291 members 
Entering Unmasked Estep 
Score: -27535606.000000 Penalty: 4314.112793
	Iteration 66Q: 3 clusters Score -2.753561e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 580401 members 
Entering Unmasked Estep 
Score: -27535656.000000 Penalty: 4314.112793
	Iteration 67Q: 3 clusters Score -2.753566e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 580477 members 
Entering Unmasked Estep 
Score: -27535656.000000 Penalty: 4314.112793
	Iteration 68Q: 3 clusters Score -2.753566e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 580530 members 
Entering Unmasked Estep 
Score: -27535688.000000 Penalty: 4314.112793
	Iteration 69Q: 3 clusters Score -2.753569e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 580580 members 
Entering Unmasked Estep 
Score: -27535722.000000 Penalty: 4314.112793
	Iteration 70Q: 3 clusters Score -2.753572e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 580627 members 
Entering Unmasked Estep 
Score: -27535718.000000 Penalty: 4314.112793
	Iteration 71Q: 3 clusters Score -2.753572e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 580664 members 
Entering Unmasked Estep 
Score: -27535720.000000 Penalty: 4314.112793
	Iteration 72Q: 3 clusters Score -2.753572e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 580701 members 
Entering Unmasked Estep 
Score: -27535756.000000 Penalty: 4314.112793
	Iteration 73Q: 3 clusters Score -2.753576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 580730 members 
Entering Unmasked Estep 
Score: -27535782.000000 Penalty: 4314.112793
	Iteration 74Q: 3 clusters Score -2.753578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 580750 members 
Entering Unmasked Estep 
Score: -27535794.000000 Penalty: 4314.112793
	Iteration 75Q: 3 clusters Score -2.753579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 580771 members 
Entering Unmasked Estep 
Score: -27535808.000000 Penalty: 4314.112793
	Iteration 76Q: 3 clusters Score -2.753581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 580789 members 
Entering Unmasked Estep 
Score: -27535792.000000 Penalty: 4314.112793
	Iteration 77Q: 3 clusters Score -2.753579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 580805 members 
Entering Unmasked Estep 
Score: -27535790.000000 Penalty: 4314.112793
	Iteration 78Q: 3 clusters Score -2.753579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 580818 members 
Entering Unmasked Estep 
Score: -27535818.000000 Penalty: 4314.112793
	Iteration 79Q: 3 clusters Score -2.753582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 580835 members 
Entering Unmasked Estep 
Score: -27535822.000000 Penalty: 4314.112793
	Iteration 80F: 3 clusters Score -2.753582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 580845 members 
Entering Unmasked Estep 
Score: -27535822.000000 Penalty: 4314.112793
	Iteration 81Q: 3 clusters Score -2.753582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 580858 members 
Entering Unmasked Estep 
Score: -27535842.000000 Penalty: 4314.112793
	Iteration 82Q: 3 clusters Score -2.753584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 580871 members 
Entering Unmasked Estep 
Score: -27535860.000000 Penalty: 4314.112793
	Iteration 83Q: 3 clusters Score -2.753586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 580877 members 
Entering Unmasked Estep 
Score: -27535852.000000 Penalty: 4314.112793
	Iteration 84Q: 3 clusters Score -2.753585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 580881 members 
Entering Unmasked Estep 
Score: -27535856.000000 Penalty: 4314.112793
	Iteration 85Q: 3 clusters Score -2.753586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 580886 members 
Entering Unmasked Estep 
Score: -27535856.000000 Penalty: 4314.112793
	Iteration 86Q: 3 clusters Score -2.753586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 580895 members 
Entering Unmasked Estep 
Score: -27535868.000000 Penalty: 4314.112793
	Iteration 87Q: 3 clusters Score -2.753587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 580899 members 
Entering Unmasked Estep 
Score: -27535860.000000 Penalty: 4314.112793
	Iteration 88Q: 3 clusters Score -2.753586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 580905 members 
Entering Unmasked Estep 
Score: -27535862.000000 Penalty: 4314.112793
	Iteration 89Q: 3 clusters Score -2.753586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 580914 members 
Entering Unmasked Estep 
Score: -27535892.000000 Penalty: 4314.112793
	Iteration 90Q: 3 clusters Score -2.753589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 580919 members 
Entering Unmasked Estep 
Score: -27535888.000000 Penalty: 4314.112793
	Iteration 91Q: 3 clusters Score -2.753589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 580916 members 
Entering Unmasked Estep 
Score: -27535892.000000 Penalty: 4314.112793
	Iteration 92Q: 3 clusters Score -2.753589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 580917 members 
Entering Unmasked Estep 
Score: -27535904.000000 Penalty: 4314.112793
	Iteration 93Q: 3 clusters Score -2.75359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 580920 members 
Entering Unmasked Estep 
Score: -27535890.000000 Penalty: 4314.112793
	Iteration 94Q: 3 clusters Score -2.753589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 580922 members 
Entering Unmasked Estep 
Score: -27535874.000000 Penalty: 4314.112793
	Iteration 95Q: 3 clusters Score -2.753587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 580924 members 
Entering Unmasked Estep 
Score: -27535878.000000 Penalty: 4314.112793
	Iteration 96Q: 3 clusters Score -2.753588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 580926 members 
Entering Unmasked Estep 
Score: -27535878.000000 Penalty: 4314.112793
	Iteration 97Q: 3 clusters Score -2.753588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 580927 members 
Entering Unmasked Estep 
Score: -27535878.000000 Penalty: 4314.112793
	Iteration 98Q: 3 clusters Score -2.753588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 580929 members 
Entering Unmasked Estep 
Score: -27535880.000000 Penalty: 4314.112793
	Iteration 99Q: 3 clusters Score -2.753588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 580930 members 
Entering Unmasked Estep 
Score: -27535880.000000 Penalty: 4314.112793
	Iteration 100F: 3 clusters Score -2.753588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 580931 members 
Entering Unmasked Estep 
Score: -27535866.000000 Penalty: 4314.112793
	Iteration 101Q: 3 clusters Score -2.753587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 580931 members 
Entering Unmasked Estep 
Score: -27535866.000000 Penalty: 4314.112793
	Iteration 102F: 3 clusters Score -2.753587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -158232.343750 Penalty: 1314.241577
	Iteration 0F: 2 clusters Score -158232.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -155344.234375 Penalty: 2628.483154
	Iteration 0F: 3 clusters Score -155344.2 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -156030.328125 Penalty: 2628.483154
	Iteration 1F: 3 clusters Score -156030.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -156165.625000 Penalty: 2628.483154
	Iteration 2F: 3 clusters Score -156165.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -156246.546875 Penalty: 2628.483154
	Iteration 3Q: 3 clusters Score -156246.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -156296.578125 Penalty: 2628.483154
	Iteration 4Q: 3 clusters Score -156296.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -156341.843750 Penalty: 2628.483154
	Iteration 5Q: 3 clusters Score -156341.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -156383.281250 Penalty: 2628.483154
	Iteration 6Q: 3 clusters Score -156383.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -156417.093750 Penalty: 2628.483154
	Iteration 7Q: 3 clusters Score -156417.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -156458.109375 Penalty: 2628.483154
	Iteration 8Q: 3 clusters Score -156458.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -156506.093750 Penalty: 2628.483154
	Iteration 9Q: 3 clusters Score -156506.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -156550.609375 Penalty: 2628.483154
	Iteration 10Q: 3 clusters Score -156550.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -156606.656250 Penalty: 2628.483154
	Iteration 11Q: 3 clusters Score -156606.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -156679.234375 Penalty: 2628.483154
	Iteration 12Q: 3 clusters Score -156679.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -156748.062500 Penalty: 2628.483154
	Iteration 13Q: 3 clusters Score -156748.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -156818.156250 Penalty: 2628.483154
	Iteration 14Q: 3 clusters Score -156818.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -156882.203125 Penalty: 2628.483154
	Iteration 15Q: 3 clusters Score -156882.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -156949.375000 Penalty: 2628.483154
	Iteration 16Q: 3 clusters Score -156949.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -157022.875000 Penalty: 2628.483154
	Iteration 17Q: 3 clusters Score -157022.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -157063.125000 Penalty: 2628.483154
	Iteration 18Q: 3 clusters Score -157063.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -157086.031250 Penalty: 2628.483154
	Iteration 19Q: 3 clusters Score -157086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -157102.796875 Penalty: 2628.483154
	Iteration 20F: 3 clusters Score -157102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -157115.546875 Penalty: 2628.483154
	Iteration 21Q: 3 clusters Score -157115.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -157128.453125 Penalty: 2628.483154
	Iteration 22Q: 3 clusters Score -157128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -157137.625000 Penalty: 2628.483154
	Iteration 23Q: 3 clusters Score -157137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -157145.937500 Penalty: 2628.483154
	Iteration 24Q: 3 clusters Score -157145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -157150.859375 Penalty: 2628.483154
	Iteration 25Q: 3 clusters Score -157150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -157152.531250 Penalty: 2628.483154
	Iteration 26Q: 3 clusters Score -157152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -157152.968750 Penalty: 2628.483154
	Iteration 27Q: 3 clusters Score -157153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -157153.312500 Penalty: 2628.483154
	Iteration 28Q: 3 clusters Score -157153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -157154.203125 Penalty: 2628.483154
	Iteration 29Q: 3 clusters Score -157154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -157154.484375 Penalty: 2628.483154
	Iteration 30Q: 3 clusters Score -157154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -157155.015625 Penalty: 2628.483154
	Iteration 31Q: 3 clusters Score -157155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -157155.015625 Penalty: 2628.483154
	Iteration 32F: 3 clusters Score -157155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -184624.437500 Penalty: 1339.789673
	Iteration 0F: 2 clusters Score -184624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -181401.468750 Penalty: 2679.579346
	Iteration 0F: 3 clusters Score -181401.5 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -182221.390625 Penalty: 2679.579346
	Iteration 1F: 3 clusters Score -182221.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -182350.500000 Penalty: 2679.579346
	Iteration 2F: 3 clusters Score -182350.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -182439.671875 Penalty: 2679.579346
	Iteration 3Q: 3 clusters Score -182439.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -182506.390625 Penalty: 2679.579346
	Iteration 4Q: 3 clusters Score -182506.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -182552.671875 Penalty: 2679.579346
	Iteration 5Q: 3 clusters Score -182552.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -182594.000000 Penalty: 2679.579346
	Iteration 6Q: 3 clusters Score -182594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -182634.875000 Penalty: 2679.579346
	Iteration 7Q: 3 clusters Score -182634.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -182675.765625 Penalty: 2679.579346
	Iteration 8Q: 3 clusters Score -182675.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -182729.140625 Penalty: 2679.579346
	Iteration 9Q: 3 clusters Score -182729.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -182774.671875 Penalty: 2679.579346
	Iteration 10Q: 3 clusters Score -182774.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -182821.609375 Penalty: 2679.579346
	Iteration 11Q: 3 clusters Score -182821.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -182863.875000 Penalty: 2679.579346
	Iteration 12Q: 3 clusters Score -182863.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -182904.140625 Penalty: 2679.579346
	Iteration 13Q: 3 clusters Score -182904.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -182940.328125 Penalty: 2679.579346
	Iteration 14Q: 3 clusters Score -182940.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -182980.734375 Penalty: 2679.579346
	Iteration 15Q: 3 clusters Score -182980.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -183013.609375 Penalty: 2679.579346
	Iteration 16Q: 3 clusters Score -183013.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -183037.343750 Penalty: 2679.579346
	Iteration 17Q: 3 clusters Score -183037.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -183063.359375 Penalty: 2679.579346
	Iteration 18Q: 3 clusters Score -183063.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -183090.453125 Penalty: 2679.579346
	Iteration 19Q: 3 clusters Score -183090.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -183119.125000 Penalty: 2679.579346
	Iteration 20F: 3 clusters Score -183119.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -183142.765625 Penalty: 2679.579346
	Iteration 21Q: 3 clusters Score -183142.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -183164.406250 Penalty: 2679.579346
	Iteration 22Q: 3 clusters Score -183164.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -183184.687500 Penalty: 2679.579346
	Iteration 23Q: 3 clusters Score -183184.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -183203.953125 Penalty: 2679.579346
	Iteration 24Q: 3 clusters Score -183204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -183215.437500 Penalty: 2679.579346
	Iteration 25Q: 3 clusters Score -183215.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -183224.734375 Penalty: 2679.579346
	Iteration 26Q: 3 clusters Score -183224.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -183231.812500 Penalty: 2679.579346
	Iteration 27Q: 3 clusters Score -183231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -183235.046875 Penalty: 2679.579346
	Iteration 28Q: 3 clusters Score -183235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -183237.546875 Penalty: 2679.579346
	Iteration 29Q: 3 clusters Score -183237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -183238.265625 Penalty: 2679.579346
	Iteration 30Q: 3 clusters Score -183238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -183240.625000 Penalty: 2679.579346
	Iteration 31Q: 3 clusters Score -183240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -183243.609375 Penalty: 2679.579346
	Iteration 32Q: 3 clusters Score -183243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -183244.078125 Penalty: 2679.579346
	Iteration 33Q: 3 clusters Score -183244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -183244.468750 Penalty: 2679.579346
	Iteration 34Q: 3 clusters Score -183244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -183244.765625 Penalty: 2679.579346
	Iteration 35Q: 3 clusters Score -183244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -183244.765625 Penalty: 2679.579346
	Iteration 36F: 3 clusters Score -183244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -239128.875000 Penalty: 1371.304810
	Iteration 0F: 2 clusters Score -239128.9 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 2305 members 
Entering Unmasked Estep 
Score: -235372.828125 Penalty: 2742.609619
	Iteration 0F: 3 clusters Score -235372.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -236334.156250 Penalty: 2742.609619
	Iteration 1F: 3 clusters Score -236334.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -236474.531250 Penalty: 2742.609619
	Iteration 2F: 3 clusters Score -236474.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -236577.093750 Penalty: 2742.609619
	Iteration 3Q: 3 clusters Score -236577.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -236635.203125 Penalty: 2742.609619
	Iteration 4Q: 3 clusters Score -236635.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -236675.437500 Penalty: 2742.609619
	Iteration 5Q: 3 clusters Score -236675.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -236709.546875 Penalty: 2742.609619
	Iteration 6Q: 3 clusters Score -236709.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -236741.953125 Penalty: 2742.609619
	Iteration 7Q: 3 clusters Score -236742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -236773.312500 Penalty: 2742.609619
	Iteration 8Q: 3 clusters Score -236773.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -236794.296875 Penalty: 2742.609619
	Iteration 9Q: 3 clusters Score -236794.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -236813.968750 Penalty: 2742.609619
	Iteration 10Q: 3 clusters Score -236814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -236832.031250 Penalty: 2742.609619
	Iteration 11Q: 3 clusters Score -236832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -236847.656250 Penalty: 2742.609619
	Iteration 12Q: 3 clusters Score -236847.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -236859.000000 Penalty: 2742.609619
	Iteration 13Q: 3 clusters Score -236859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -236867.468750 Penalty: 2742.609619
	Iteration 14Q: 3 clusters Score -236867.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -236875.156250 Penalty: 2742.609619
	Iteration 15Q: 3 clusters Score -236875.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -236878.921875 Penalty: 2742.609619
	Iteration 16Q: 3 clusters Score -236878.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -236882.859375 Penalty: 2742.609619
	Iteration 17Q: 3 clusters Score -236882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -236886.453125 Penalty: 2742.609619
	Iteration 18Q: 3 clusters Score -236886.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -236890.656250 Penalty: 2742.609619
	Iteration 19Q: 3 clusters Score -236890.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -236893.812500 Penalty: 2742.609619
	Iteration 20F: 3 clusters Score -236893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -236895.859375 Penalty: 2742.609619
	Iteration 21Q: 3 clusters Score -236895.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -236897.765625 Penalty: 2742.609619
	Iteration 22Q: 3 clusters Score -236897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -236899.359375 Penalty: 2742.609619
	Iteration 23Q: 3 clusters Score -236899.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -236902.843750 Penalty: 2742.609619
	Iteration 24Q: 3 clusters Score -236902.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -236907.593750 Penalty: 2742.609619
	Iteration 25Q: 3 clusters Score -236907.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -236914.359375 Penalty: 2742.609619
	Iteration 26Q: 3 clusters Score -236914.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -236924.546875 Penalty: 2742.609619
	Iteration 27Q: 3 clusters Score -236924.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -236933.453125 Penalty: 2742.609619
	Iteration 28Q: 3 clusters Score -236933.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -236942.125000 Penalty: 2742.609619
	Iteration 29Q: 3 clusters Score -236942.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -236951.781250 Penalty: 2742.609619
	Iteration 30Q: 3 clusters Score -236951.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -236961.203125 Penalty: 2742.609619
	Iteration 31Q: 3 clusters Score -236961.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -236970.125000 Penalty: 2742.609619
	Iteration 32Q: 3 clusters Score -236970.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -236980.234375 Penalty: 2742.609619
	Iteration 33Q: 3 clusters Score -236980.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -236992.875000 Penalty: 2742.609619
	Iteration 34Q: 3 clusters Score -236992.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -237009.546875 Penalty: 2742.609619
	Iteration 35Q: 3 clusters Score -237009.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -237031.562500 Penalty: 2742.609619
	Iteration 36Q: 3 clusters Score -237031.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -237063.765625 Penalty: 2742.609619
	Iteration 37Q: 3 clusters Score -237063.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -237105.828125 Penalty: 2742.609619
	Iteration 38Q: 3 clusters Score -237105.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -237155.109375 Penalty: 2742.609619
	Iteration 39Q: 3 clusters Score -237155.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -237204.796875 Penalty: 2742.609619
	Iteration 40F: 3 clusters Score -237204.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -237254.265625 Penalty: 2742.609619
	Iteration 41Q: 3 clusters Score -237254.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -237320.765625 Penalty: 2742.609619
	Iteration 42Q: 3 clusters Score -237320.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -237379.890625 Penalty: 2742.609619
	Iteration 43Q: 3 clusters Score -237379.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -237435.093750 Penalty: 2742.609619
	Iteration 44Q: 3 clusters Score -237435.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -237490.671875 Penalty: 2742.609619
	Iteration 45Q: 3 clusters Score -237490.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -237542.453125 Penalty: 2742.609619
	Iteration 46Q: 3 clusters Score -237542.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -237589.515625 Penalty: 2742.609619
	Iteration 47Q: 3 clusters Score -237589.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -237624.578125 Penalty: 2742.609619
	Iteration 48Q: 3 clusters Score -237624.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -237644.437500 Penalty: 2742.609619
	Iteration 49Q: 3 clusters Score -237644.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -237660.984375 Penalty: 2742.609619
	Iteration 50Q: 3 clusters Score -237661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -237676.906250 Penalty: 2742.609619
	Iteration 51Q: 3 clusters Score -237676.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -237687.734375 Penalty: 2742.609619
	Iteration 52Q: 3 clusters Score -237687.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -237694.578125 Penalty: 2742.609619
	Iteration 53Q: 3 clusters Score -237694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -237698.046875 Penalty: 2742.609619
	Iteration 54Q: 3 clusters Score -237698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -237702.531250 Penalty: 2742.609619
	Iteration 55Q: 3 clusters Score -237702.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -237706.812500 Penalty: 2742.609619
	Iteration 56Q: 3 clusters Score -237706.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -237712.453125 Penalty: 2742.609619
	Iteration 57Q: 3 clusters Score -237712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -237715.437500 Penalty: 2742.609619
	Iteration 58Q: 3 clusters Score -237715.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -237718.718750 Penalty: 2742.609619
	Iteration 59Q: 3 clusters Score -237718.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -237721.203125 Penalty: 2742.609619
	Iteration 60F: 3 clusters Score -237721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -237724.140625 Penalty: 2742.609619
	Iteration 61Q: 3 clusters Score -237724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -237726.390625 Penalty: 2742.609619
	Iteration 62Q: 3 clusters Score -237726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -237728.437500 Penalty: 2742.609619
	Iteration 63Q: 3 clusters Score -237728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -237729.656250 Penalty: 2742.609619
	Iteration 64Q: 3 clusters Score -237729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -237730.671875 Penalty: 2742.609619
	Iteration 65Q: 3 clusters Score -237730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -237730.515625 Penalty: 2742.609619
	Iteration 66Q: 3 clusters Score -237730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -237731.562500 Penalty: 2742.609619
	Iteration 67Q: 3 clusters Score -237731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -237732.265625 Penalty: 2742.609619
	Iteration 68Q: 3 clusters Score -237732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -237732.656250 Penalty: 2742.609619
	Iteration 69Q: 3 clusters Score -237732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -237732.656250 Penalty: 2742.609619
	Iteration 70F: 3 clusters Score -237732.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Entering Unmasked Estep 
Score: -262966.968750 Penalty: 1412.883789
	Iteration 0F: 2 clusters Score -262967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -258439.171875 Penalty: 2825.767578
	Iteration 0F: 3 clusters Score -258439.2 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -259714.156250 Penalty: 2825.767578
	Iteration 1F: 3 clusters Score -259714.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -259996.718750 Penalty: 2825.767578
	Iteration 2F: 3 clusters Score -259996.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -260300.656250 Penalty: 2825.767578
	Iteration 3F: 3 clusters Score -260300.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -260550.453125 Penalty: 2825.767578
	Iteration 4F: 3 clusters Score -260550.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -260792.406250 Penalty: 2825.767578
	Iteration 5F: 3 clusters Score -260792.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -260985.000000 Penalty: 2825.767578
	Iteration 6F: 3 clusters Score -260985 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -261117.281250 Penalty: 2825.767578
	Iteration 7Q: 3 clusters Score -261117.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -261230.765625 Penalty: 2825.767578
	Iteration 8Q: 3 clusters Score -261230.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -261359.328125 Penalty: 2825.767578
	Iteration 9Q: 3 clusters Score -261359.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -261473.625000 Penalty: 2825.767578
	Iteration 10Q: 3 clusters Score -261473.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -261572.218750 Penalty: 2825.767578
	Iteration 11Q: 3 clusters Score -261572.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -261664.203125 Penalty: 2825.767578
	Iteration 12Q: 3 clusters Score -261664.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -261743.656250 Penalty: 2825.767578
	Iteration 13Q: 3 clusters Score -261743.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -261805.218750 Penalty: 2825.767578
	Iteration 14Q: 3 clusters Score -261805.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -261863.656250 Penalty: 2825.767578
	Iteration 15Q: 3 clusters Score -261863.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261921.109375 Penalty: 2825.767578
	Iteration 16Q: 3 clusters Score -261921.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -261967.140625 Penalty: 2825.767578
	Iteration 17Q: 3 clusters Score -261967.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -262006.531250 Penalty: 2825.767578
	Iteration 18Q: 3 clusters Score -262006.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -262041.625000 Penalty: 2825.767578
	Iteration 19Q: 3 clusters Score -262041.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -262076.687500 Penalty: 2825.767578
	Iteration 20F: 3 clusters Score -262076.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -262100.578125 Penalty: 2825.767578
	Iteration 21Q: 3 clusters Score -262100.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -262119.859375 Penalty: 2825.767578
	Iteration 22Q: 3 clusters Score -262119.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -262140.281250 Penalty: 2825.767578
	Iteration 23Q: 3 clusters Score -262140.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -262152.031250 Penalty: 2825.767578
	Iteration 24Q: 3 clusters Score -262152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -262159.625000 Penalty: 2825.767578
	Iteration 25Q: 3 clusters Score -262159.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -262169.406250 Penalty: 2825.767578
	Iteration 26Q: 3 clusters Score -262169.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -262177.000000 Penalty: 2825.767578
	Iteration 27Q: 3 clusters Score -262177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -262179.656250 Penalty: 2825.767578
	Iteration 28Q: 3 clusters Score -262179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -262181.937500 Penalty: 2825.767578
	Iteration 29Q: 3 clusters Score -262181.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -262184.593750 Penalty: 2825.767578
	Iteration 30Q: 3 clusters Score -262184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -262187.593750 Penalty: 2825.767578
	Iteration 31Q: 3 clusters Score -262187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -262193.218750 Penalty: 2825.767578
	Iteration 32Q: 3 clusters Score -262193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -262197.093750 Penalty: 2825.767578
	Iteration 33Q: 3 clusters Score -262197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -262201.125000 Penalty: 2825.767578
	Iteration 34Q: 3 clusters Score -262201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -262206.656250 Penalty: 2825.767578
	Iteration 35Q: 3 clusters Score -262206.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -262215.093750 Penalty: 2825.767578
	Iteration 36Q: 3 clusters Score -262215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -262223.437500 Penalty: 2825.767578
	Iteration 37Q: 3 clusters Score -262223.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -262234.625000 Penalty: 2825.767578
	Iteration 38Q: 3 clusters Score -262234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -262241.687500 Penalty: 2825.767578
	Iteration 39Q: 3 clusters Score -262241.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -262245.687500 Penalty: 2825.767578
	Iteration 40F: 3 clusters Score -262245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -262248.125000 Penalty: 2825.767578
	Iteration 41Q: 3 clusters Score -262248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -262251.000000 Penalty: 2825.767578
	Iteration 42Q: 3 clusters Score -262251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -262253.843750 Penalty: 2825.767578
	Iteration 43Q: 3 clusters Score -262253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -262256.406250 Penalty: 2825.767578
	Iteration 44Q: 3 clusters Score -262256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -262257.187500 Penalty: 2825.767578
	Iteration 45Q: 3 clusters Score -262257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -262258.468750 Penalty: 2825.767578
	Iteration 46Q: 3 clusters Score -262258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -262259.687500 Penalty: 2825.767578
	Iteration 47Q: 3 clusters Score -262259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -262260.343750 Penalty: 2825.767578
	Iteration 48Q: 3 clusters Score -262260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -262260.531250 Penalty: 2825.767578
	Iteration 49Q: 3 clusters Score -262260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -262260.531250 Penalty: 2825.767578
	Iteration 50F: 3 clusters Score -262260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65163 members 
Mstep: Class 6 contains 22429 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7730 members 
Mstep: Class 15 contains 581981 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539408.000000 Penalty: 37573.226562
Iteration 239Q: 18 clusters Score -3.753941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65162 members 
Mstep: Class 6 contains 22427 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13755 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7729 members 
Mstep: Class 15 contains 581966 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539400.000000 Penalty: 37573.226562
Iteration 240F: 18 clusters Score -3.75394e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65163 members 
Mstep: Class 6 contains 22428 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13779 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7729 members 
Mstep: Class 15 contains 581951 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539456.000000 Penalty: 37573.226562
Iteration 241Q: 18 clusters Score -3.753946e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65159 members 
Mstep: Class 6 contains 22428 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13796 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7731 members 
Mstep: Class 15 contains 581938 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539484.000000 Penalty: 37573.226562
Iteration 242Q: 18 clusters Score -3.753948e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8891 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65164 members 
Mstep: Class 6 contains 22427 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13813 members 
Mstep: Class 11 contains 59369 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 15 contains 581929 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539488.000000 Penalty: 37573.226562
Iteration 243Q: 18 clusters Score -3.753949e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8889 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65163 members 
Mstep: Class 6 contains 22427 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 11 contains 59365 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7729 members 
Mstep: Class 15 contains 581926 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539456.000000 Penalty: 37573.226562
Iteration 244Q: 18 clusters Score -3.753946e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8888 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65162 members 
Mstep: Class 6 contains 22425 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13842 members 
Mstep: Class 11 contains 59362 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7726 members 
Mstep: Class 15 contains 581927 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3811 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539496.000000 Penalty: 37573.226562
Iteration 245Q: 18 clusters Score -3.75395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8880 members 
Mstep: Class 3 contains 10994 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65162 members 
Mstep: Class 6 contains 22424 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13853 members 
Mstep: Class 11 contains 59360 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 15 contains 581926 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539544.000000 Penalty: 37573.226562
Iteration 246Q: 18 clusters Score -3.753954e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 10995 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65163 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13875 members 
Mstep: Class 11 contains 59359 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 15 contains 581912 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 18 clusters Score -3.753958e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8879 members 
Mstep: Class 3 contains 10996 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 65160 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13882 members 
Mstep: Class 11 contains 59359 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 15 contains 581903 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539540.000000 Penalty: 37573.226562
Iteration 248Q: 18 clusters Score -3.753954e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8877 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65153 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13891 members 
Mstep: Class 11 contains 59363 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 15 contains 581898 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539544.000000 Penalty: 37573.226562
Iteration 249Q: 18 clusters Score -3.753954e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8872 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 65145 members 
Mstep: Class 6 contains 22420 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 11 contains 59362 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7723 members 
Mstep: Class 15 contains 581905 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
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Iteration 250Q: 18 clusters Score -3.753948e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 65143 members 
Mstep: Class 6 contains 22421 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 11 contains 59361 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7721 members 
Mstep: Class 15 contains 581895 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5958 members 
Entering Unmasked Estep 
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Iteration 251Q: 18 clusters Score -3.753949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8868 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 65141 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 11 contains 59360 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 15 contains 581890 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
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Iteration 252Q: 18 clusters Score -3.753948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8865 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 65138 members 
Mstep: Class 6 contains 22420 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 11 contains 59361 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7717 members 
Mstep: Class 15 contains 581890 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
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Iteration 253Q: 18 clusters Score -3.753948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8861 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65138 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13940 members 
Mstep: Class 11 contains 59361 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581887 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5958 members 
Entering Unmasked Estep 
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Iteration 254Q: 18 clusters Score -3.753946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8861 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65138 members 
Mstep: Class 6 contains 22423 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13947 members 
Mstep: Class 11 contains 59360 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581881 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
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Iteration 255Q: 18 clusters Score -3.753944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65138 members 
Mstep: Class 6 contains 22421 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13953 members 
Mstep: Class 11 contains 59359 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581882 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539452.000000 Penalty: 37573.226562
Iteration 256Q: 18 clusters Score -3.753945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65136 members 
Mstep: Class 6 contains 22418 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13957 members 
Mstep: Class 11 contains 59358 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581882 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
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Iteration 257Q: 18 clusters Score -3.753944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65134 members 
Mstep: Class 6 contains 22417 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13961 members 
Mstep: Class 11 contains 59358 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581881 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
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Iteration 258Q: 18 clusters Score -3.753943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65131 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13965 members 
Mstep: Class 11 contains 59358 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581880 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539428.000000 Penalty: 37573.226562
Iteration 259Q: 18 clusters Score -3.753943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8847 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65126 members 
Mstep: Class 6 contains 22415 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13973 members 
Mstep: Class 11 contains 59359 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581884 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539396.000000 Penalty: 37573.226562
Iteration 260F: 18 clusters Score -3.75394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8835 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65123 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 13981 members 
Mstep: Class 11 contains 59359 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581889 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5965 members 
Entering Unmasked Estep 
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Score: -37539412.000000 Penalty: 37573.226562
Iteration 261Q: 18 clusters Score -3.753941e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8821 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65123 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 11 contains 59359 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581882 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5966 members 
Entering Unmasked Estep 
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Score: -37539412.000000 Penalty: 37573.226562
Iteration 262Q: 18 clusters Score -3.753941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8816 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65123 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14019 members 
Mstep: Class 11 contains 59358 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581874 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
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Score: -37539396.000000 Penalty: 37573.226562
Iteration 263Q: 18 clusters Score -3.75394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8811 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65122 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14034 members 
Mstep: Class 11 contains 59358 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581868 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539428.000000 Penalty: 37573.226562
Iteration 264Q: 18 clusters Score -3.753943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8801 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14046 members 
Mstep: Class 11 contains 59360 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581865 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539404.000000 Penalty: 37573.226562
Iteration 265Q: 18 clusters Score -3.75394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8786 members 
Mstep: Class 3 contains 10999 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14060 members 
Mstep: Class 11 contains 59363 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581862 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5960 members 
Entering Unmasked Estep 
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Score: -37539424.000000 Penalty: 37573.226562
Iteration 266Q: 18 clusters Score -3.753942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8776 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 11 contains 59364 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581860 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
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Iteration 267Q: 18 clusters Score -3.753942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8771 members 
Mstep: Class 3 contains 11001 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65115 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 4834 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14088 members 
Mstep: Class 11 contains 59365 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 15 contains 581853 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
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Iteration 268Q: 18 clusters Score -3.753938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65114 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14100 members 
Mstep: Class 11 contains 59367 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 15 contains 581852 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5958 members 
Entering Unmasked Estep 
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Iteration 269Q: 18 clusters Score -3.753935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65112 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 11 contains 59369 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 15 contains 581853 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
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Score: -37539384.000000 Penalty: 37573.226562
Iteration 270Q: 18 clusters Score -3.753938e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65112 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14131 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581852 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5954 members 
Entering Unmasked Estep 
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Iteration 271Q: 18 clusters Score -3.75394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8723 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65112 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14137 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581853 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5954 members 
Entering Unmasked Estep 
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Score: -37539404.000000 Penalty: 37573.226562
Iteration 272Q: 18 clusters Score -3.75394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8718 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14145 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581849 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5956 members 
Entering Unmasked Estep 
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Score: -37539396.000000 Penalty: 37573.226562
Iteration 273Q: 18 clusters Score -3.75394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8715 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22413 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14147 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581851 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
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Score: -37539404.000000 Penalty: 37573.226562
Iteration 274Q: 18 clusters Score -3.75394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8715 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22410 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14149 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581851 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539396.000000 Penalty: 37573.226562
Iteration 275Q: 18 clusters Score -3.75394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8716 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14152 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581849 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5956 members 
Entering Unmasked Estep 
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Iteration 276Q: 18 clusters Score -3.753939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14156 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581847 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5956 members 
Entering Unmasked Estep 
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Iteration 277Q: 18 clusters Score -3.753938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14159 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581842 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539340.000000 Penalty: 37573.226562
Iteration 278Q: 18 clusters Score -3.753934e+07 nChanged 7
Entering ConstructFrom: 
Score: -37539340.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -52759.316406 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -52759.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -51224.851562 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -51224.85 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -51552.683594 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -51552.68 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -51663.109375 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -51663.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -51713.343750 Penalty: 2288.458740
	Iteration 3F: 3 clusters Score -51713.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -51727.546875 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -51727.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51737.492188 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -51737.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -51751.480469 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -51751.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51762.937500 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -51762.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51776.492188 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -51776.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51783.667969 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -51783.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -51785.550781 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -51785.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51786.460938 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -51786.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51786.460938 Penalty: 2288.458740
	Iteration 12F: 3 clusters Score -51786.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Entering Unmasked Estep 
Score: -415418.125000 Penalty: 1474.274170
	Iteration 0F: 2 clusters Score -415418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -409091.718750 Penalty: 2948.548340
	Iteration 0F: 3 clusters Score -409091.7 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -411198.968750 Penalty: 2948.548340
	Iteration 1F: 3 clusters Score -411199 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -411500.312500 Penalty: 2948.548340
	Iteration 2F: 3 clusters Score -411500.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -411762.437500 Penalty: 2948.548340
	Iteration 3F: 3 clusters Score -411762.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -412009.531250 Penalty: 2948.548340
	Iteration 4F: 3 clusters Score -412009.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -412300.812500 Penalty: 2948.548340
	Iteration 5F: 3 clusters Score -412300.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -412613.531250 Penalty: 2948.548340
	Iteration 6F: 3 clusters Score -412613.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -412972.281250 Penalty: 2948.548340
	Iteration 7Q: 3 clusters Score -412972.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -413352.375000 Penalty: 2948.548340
	Iteration 8Q: 3 clusters Score -413352.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -413697.218750 Penalty: 2948.548340
	Iteration 9Q: 3 clusters Score -413697.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -413919.718750 Penalty: 2948.548340
	Iteration 10Q: 3 clusters Score -413919.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -414073.750000 Penalty: 2948.548340
	Iteration 11Q: 3 clusters Score -414073.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -414156.812500 Penalty: 2948.548340
	Iteration 12Q: 3 clusters Score -414156.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -414214.000000 Penalty: 2948.548340
	Iteration 13Q: 3 clusters Score -414214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -414257.375000 Penalty: 2948.548340
	Iteration 14Q: 3 clusters Score -414257.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -414298.843750 Penalty: 2948.548340
	Iteration 15Q: 3 clusters Score -414298.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -414331.906250 Penalty: 2948.548340
	Iteration 16Q: 3 clusters Score -414331.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -414354.062500 Penalty: 2948.548340
	Iteration 17Q: 3 clusters Score -414354.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -414370.218750 Penalty: 2948.548340
	Iteration 18Q: 3 clusters Score -414370.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -414378.281250 Penalty: 2948.548340
	Iteration 19Q: 3 clusters Score -414378.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -414382.687500 Penalty: 2948.548340
	Iteration 20F: 3 clusters Score -414382.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -414387.781250 Penalty: 2948.548340
	Iteration 21Q: 3 clusters Score -414387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -414388.531250 Penalty: 2948.548340
	Iteration 22Q: 3 clusters Score -414388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -414388.937500 Penalty: 2948.548340
	Iteration 23Q: 3 clusters Score -414388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -414389.875000 Penalty: 2948.548340
	Iteration 24Q: 3 clusters Score -414389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -414390.093750 Penalty: 2948.548340
	Iteration 25Q: 3 clusters Score -414390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -414390.093750 Penalty: 2948.548340
	Iteration 26F: 3 clusters Score -414390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -542734.312500 Penalty: 1512.197632
	Iteration 0F: 2 clusters Score -542734.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -534885.812500 Penalty: 3024.395264
	Iteration 0F: 3 clusters Score -534885.8 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -537380.125000 Penalty: 3024.395264
	Iteration 1F: 3 clusters Score -537380.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -537706.812500 Penalty: 3024.395264
	Iteration 2F: 3 clusters Score -537706.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -538031.187500 Penalty: 3024.395264
	Iteration 3F: 3 clusters Score -538031.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -538319.937500 Penalty: 3024.395264
	Iteration 4Q: 3 clusters Score -538319.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -538656.375000 Penalty: 3024.395264
	Iteration 5F: 3 clusters Score -538656.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -539033.062500 Penalty: 3024.395264
	Iteration 6F: 3 clusters Score -539033.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -539461.250000 Penalty: 3024.395264
	Iteration 7F: 3 clusters Score -539461.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -539997.250000 Penalty: 3024.395264
	Iteration 8F: 3 clusters Score -539997.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -540529.687500 Penalty: 3024.395264
	Iteration 9F: 3 clusters Score -540529.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -540881.500000 Penalty: 3024.395264
	Iteration 10F: 3 clusters Score -540881.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -541039.812500 Penalty: 3024.395264
	Iteration 11Q: 3 clusters Score -541039.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -541127.062500 Penalty: 3024.395264
	Iteration 12Q: 3 clusters Score -541127.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -541176.750000 Penalty: 3024.395264
	Iteration 13Q: 3 clusters Score -541176.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -541204.875000 Penalty: 3024.395264
	Iteration 14Q: 3 clusters Score -541204.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -541226.750000 Penalty: 3024.395264
	Iteration 15Q: 3 clusters Score -541226.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -541239.625000 Penalty: 3024.395264
	Iteration 16Q: 3 clusters Score -541239.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -541253.375000 Penalty: 3024.395264
	Iteration 17Q: 3 clusters Score -541253.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -541259.437500 Penalty: 3024.395264
	Iteration 18Q: 3 clusters Score -541259.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -541266.500000 Penalty: 3024.395264
	Iteration 19Q: 3 clusters Score -541266.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -541274.125000 Penalty: 3024.395264
	Iteration 20F: 3 clusters Score -541274.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -541278.750000 Penalty: 3024.395264
	Iteration 21Q: 3 clusters Score -541278.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -541284.250000 Penalty: 3024.395264
	Iteration 22Q: 3 clusters Score -541284.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -541290.812500 Penalty: 3024.395264
	Iteration 23Q: 3 clusters Score -541290.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -541298.437500 Penalty: 3024.395264
	Iteration 24Q: 3 clusters Score -541298.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -541304.437500 Penalty: 3024.395264
	Iteration 25Q: 3 clusters Score -541304.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -541309.375000 Penalty: 3024.395264
	Iteration 26Q: 3 clusters Score -541309.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -541314.875000 Penalty: 3024.395264
	Iteration 27Q: 3 clusters Score -541314.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -541321.437500 Penalty: 3024.395264
	Iteration 28Q: 3 clusters Score -541321.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -541325.000000 Penalty: 3024.395264
	Iteration 29Q: 3 clusters Score -541325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -541328.000000 Penalty: 3024.395264
	Iteration 30Q: 3 clusters Score -541328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -541333.750000 Penalty: 3024.395264
	Iteration 31Q: 3 clusters Score -541333.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -541337.062500 Penalty: 3024.395264
	Iteration 32Q: 3 clusters Score -541337.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -541338.687500 Penalty: 3024.395264
	Iteration 33Q: 3 clusters Score -541338.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -541345.437500 Penalty: 3024.395264
	Iteration 34Q: 3 clusters Score -541345.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -541348.000000 Penalty: 3024.395264
	Iteration 35Q: 3 clusters Score -541348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -541351.062500 Penalty: 3024.395264
	Iteration 36Q: 3 clusters Score -541351.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -541354.875000 Penalty: 3024.395264
	Iteration 37Q: 3 clusters Score -541354.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -541358.812500 Penalty: 3024.395264
	Iteration 38Q: 3 clusters Score -541358.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -541362.937500 Penalty: 3024.395264
	Iteration 39Q: 3 clusters Score -541362.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -541365.937500 Penalty: 3024.395264
	Iteration 40F: 3 clusters Score -541365.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -541368.937500 Penalty: 3024.395264
	Iteration 41Q: 3 clusters Score -541368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -541370.937500 Penalty: 3024.395264
	Iteration 42Q: 3 clusters Score -541370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -541373.125000 Penalty: 3024.395264
	Iteration 43Q: 3 clusters Score -541373.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -541376.500000 Penalty: 3024.395264
	Iteration 44Q: 3 clusters Score -541376.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -541379.625000 Penalty: 3024.395264
	Iteration 45Q: 3 clusters Score -541379.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -541384.312500 Penalty: 3024.395264
	Iteration 46Q: 3 clusters Score -541384.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -541392.375000 Penalty: 3024.395264
	Iteration 47Q: 3 clusters Score -541392.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -541401.562500 Penalty: 3024.395264
	Iteration 48Q: 3 clusters Score -541401.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -541412.000000 Penalty: 3024.395264
	Iteration 49Q: 3 clusters Score -541412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -541420.375000 Penalty: 3024.395264
	Iteration 50Q: 3 clusters Score -541420.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -541427.000000 Penalty: 3024.395264
	Iteration 51Q: 3 clusters Score -541427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -541435.000000 Penalty: 3024.395264
	Iteration 52Q: 3 clusters Score -541435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -541445.875000 Penalty: 3024.395264
	Iteration 53Q: 3 clusters Score -541445.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -541454.875000 Penalty: 3024.395264
	Iteration 54Q: 3 clusters Score -541454.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -541461.812500 Penalty: 3024.395264
	Iteration 55Q: 3 clusters Score -541461.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -541466.937500 Penalty: 3024.395264
	Iteration 56Q: 3 clusters Score -541466.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -541472.875000 Penalty: 3024.395264
	Iteration 57Q: 3 clusters Score -541472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -541477.750000 Penalty: 3024.395264
	Iteration 58Q: 3 clusters Score -541477.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -541484.500000 Penalty: 3024.395264
	Iteration 59Q: 3 clusters Score -541484.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -541492.125000 Penalty: 3024.395264
	Iteration 60F: 3 clusters Score -541492.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -541497.625000 Penalty: 3024.395264
	Iteration 61Q: 3 clusters Score -541497.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -541506.312500 Penalty: 3024.395264
	Iteration 62Q: 3 clusters Score -541506.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -541516.375000 Penalty: 3024.395264
	Iteration 63Q: 3 clusters Score -541516.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -541521.625000 Penalty: 3024.395264
	Iteration 64Q: 3 clusters Score -541521.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -541525.312500 Penalty: 3024.395264
	Iteration 65Q: 3 clusters Score -541525.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -541530.250000 Penalty: 3024.395264
	Iteration 66Q: 3 clusters Score -541530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -541534.250000 Penalty: 3024.395264
	Iteration 67Q: 3 clusters Score -541534.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -541536.625000 Penalty: 3024.395264
	Iteration 68Q: 3 clusters Score -541536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -541539.875000 Penalty: 3024.395264
	Iteration 69Q: 3 clusters Score -541539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -541539.750000 Penalty: 3024.395264
	Iteration 70Q: 3 clusters Score -541539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -541539.750000 Penalty: 3024.395264
	Iteration 71Q: 3 clusters Score -541539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -541541.312500 Penalty: 3024.395264
	Iteration 72Q: 3 clusters Score -541541.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -541545.375000 Penalty: 3024.395264
	Iteration 73Q: 3 clusters Score -541545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -541546.312500 Penalty: 3024.395264
	Iteration 74Q: 3 clusters Score -541546.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -541549.437500 Penalty: 3024.395264
	Iteration 75Q: 3 clusters Score -541549.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -541554.187500 Penalty: 3024.395264
	Iteration 76Q: 3 clusters Score -541554.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -541556.937500 Penalty: 3024.395264
	Iteration 77Q: 3 clusters Score -541556.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -541560.250000 Penalty: 3024.395264
	Iteration 78Q: 3 clusters Score -541560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -541563.375000 Penalty: 3024.395264
	Iteration 79Q: 3 clusters Score -541563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -541565.312500 Penalty: 3024.395264
	Iteration 80F: 3 clusters Score -541565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -541565.937500 Penalty: 3024.395264
	Iteration 81Q: 3 clusters Score -541565.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -541566.750000 Penalty: 3024.395264
	Iteration 82Q: 3 clusters Score -541566.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -541569.062500 Penalty: 3024.395264
	Iteration 83Q: 3 clusters Score -541569.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -541570.000000 Penalty: 3024.395264
	Iteration 84Q: 3 clusters Score -541570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -541570.562500 Penalty: 3024.395264
	Iteration 85Q: 3 clusters Score -541570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -541570.687500 Penalty: 3024.395264
	Iteration 86Q: 3 clusters Score -541570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -541572.500000 Penalty: 3024.395264
	Iteration 87Q: 3 clusters Score -541572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -541573.250000 Penalty: 3024.395264
	Iteration 88Q: 3 clusters Score -541573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -541574.812500 Penalty: 3024.395264
	Iteration 89Q: 3 clusters Score -541574.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -541578.437500 Penalty: 3024.395264
	Iteration 90Q: 3 clusters Score -541578.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -541580.312500 Penalty: 3024.395264
	Iteration 91Q: 3 clusters Score -541580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -541581.437500 Penalty: 3024.395264
	Iteration 92Q: 3 clusters Score -541581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -541583.875000 Penalty: 3024.395264
	Iteration 93Q: 3 clusters Score -541583.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -541584.312500 Penalty: 3024.395264
	Iteration 94Q: 3 clusters Score -541584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -541586.187500 Penalty: 3024.395264
	Iteration 95Q: 3 clusters Score -541586.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -541588.875000 Penalty: 3024.395264
	Iteration 96Q: 3 clusters Score -541588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -541588.437500 Penalty: 3024.395264
	Iteration 97Q: 3 clusters Score -541588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -541592.062500 Penalty: 3024.395264
	Iteration 98Q: 3 clusters Score -541592.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -541593.312500 Penalty: 3024.395264
	Iteration 99Q: 3 clusters Score -541593.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -541596.125000 Penalty: 3024.395264
	Iteration 100F: 3 clusters Score -541596.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -541598.500000 Penalty: 3024.395264
	Iteration 101Q: 3 clusters Score -541598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -541602.062500 Penalty: 3024.395264
	Iteration 102Q: 3 clusters Score -541602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -541605.437500 Penalty: 3024.395264
	Iteration 103Q: 3 clusters Score -541605.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -541606.812500 Penalty: 3024.395264
	Iteration 104Q: 3 clusters Score -541606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -541606.625000 Penalty: 3024.395264
	Iteration 105Q: 3 clusters Score -541606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -541608.562500 Penalty: 3024.395264
	Iteration 106Q: 3 clusters Score -541608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -541609.500000 Penalty: 3024.395264
	Iteration 107Q: 3 clusters Score -541609.5 nChanged 6
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: -541611.062500 Penalty: 3024.395264
	Iteration 108Q: 3 clusters Score -541611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -541611.187500 Penalty: 3024.395264
	Iteration 109Q: 3 clusters Score -541611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -541611.375000 Penalty: 3024.395264
	Iteration 110Q: 3 clusters Score -541611.4 nChanged 7
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: -541613.562500 Penalty: 3024.395264
	Iteration 111Q: 3 clusters Score -541613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -541614.625000 Penalty: 3024.395264
	Iteration 112Q: 3 clusters Score -541614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -541614.062500 Penalty: 3024.395264
	Iteration 113Q: 3 clusters Score -541614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -541616.312500 Penalty: 3024.395264
	Iteration 114Q: 3 clusters Score -541616.3 nChanged 5
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: -541617.562500 Penalty: 3024.395264
	Iteration 115Q: 3 clusters Score -541617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -541619.937500 Penalty: 3024.395264
	Iteration 116Q: 3 clusters Score -541619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -541621.187500 Penalty: 3024.395264
	Iteration 117Q: 3 clusters Score -541621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -541624.187500 Penalty: 3024.395264
	Iteration 118Q: 3 clusters Score -541624.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -541626.312500 Penalty: 3024.395264
	Iteration 119Q: 3 clusters Score -541626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -541627.125000 Penalty: 3024.395264
	Iteration 120F: 3 clusters Score -541627.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -541628.875000 Penalty: 3024.395264
	Iteration 121Q: 3 clusters Score -541628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -541631.875000 Penalty: 3024.395264
	Iteration 122Q: 3 clusters Score -541631.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -541636.000000 Penalty: 3024.395264
	Iteration 123Q: 3 clusters Score -541636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -541638.000000 Penalty: 3024.395264
	Iteration 124Q: 3 clusters Score -541638 nChanged 12
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: -541641.562500 Penalty: 3024.395264
	Iteration 125Q: 3 clusters Score -541641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -541645.125000 Penalty: 3024.395264
	Iteration 126Q: 3 clusters Score -541645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -541647.125000 Penalty: 3024.395264
	Iteration 127Q: 3 clusters Score -541647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -541647.750000 Penalty: 3024.395264
	Iteration 128Q: 3 clusters Score -541647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -541651.062500 Penalty: 3024.395264
	Iteration 129Q: 3 clusters Score -541651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -541653.812500 Penalty: 3024.395264
	Iteration 130Q: 3 clusters Score -541653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -541655.312500 Penalty: 3024.395264
	Iteration 131Q: 3 clusters Score -541655.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -541660.250000 Penalty: 3024.395264
	Iteration 132Q: 3 clusters Score -541660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -541661.750000 Penalty: 3024.395264
	Iteration 133Q: 3 clusters Score -541661.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -541662.750000 Penalty: 3024.395264
	Iteration 134Q: 3 clusters Score -541662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -541661.812500 Penalty: 3024.395264
	Iteration 135Q: 3 clusters Score -541661.8 nChanged 7
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: -541664.437500 Penalty: 3024.395264
	Iteration 136Q: 3 clusters Score -541664.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -541665.875000 Penalty: 3024.395264
	Iteration 137Q: 3 clusters Score -541665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -541668.875000 Penalty: 3024.395264
	Iteration 138Q: 3 clusters Score -541668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -541670.500000 Penalty: 3024.395264
	Iteration 139Q: 3 clusters Score -541670.5 nChanged 4
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: -541670.562500 Penalty: 3024.395264
	Iteration 140F: 3 clusters Score -541670.6 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: -541672.312500 Penalty: 3024.395264
	Iteration 141Q: 3 clusters Score -541672.3 nChanged 4
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: -541672.250000 Penalty: 3024.395264
	Iteration 142Q: 3 clusters Score -541672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -541672.812500 Penalty: 3024.395264
	Iteration 143Q: 3 clusters Score -541672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -541672.812500 Penalty: 3024.395264
	Iteration 144F: 3 clusters Score -541672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -193222.796875 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -193222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -190039.437500 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -190039.4 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -190788.390625 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -190788.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -190920.546875 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -190920.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -190996.234375 Penalty: 2673.462402
	Iteration 3Q: 3 clusters Score -190996.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -191044.265625 Penalty: 2673.462402
	Iteration 4Q: 3 clusters Score -191044.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -191086.671875 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -191086.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -191133.015625 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -191133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -191165.468750 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -191165.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -191190.296875 Penalty: 2673.462402
	Iteration 8Q: 3 clusters Score -191190.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -191217.703125 Penalty: 2673.462402
	Iteration 9Q: 3 clusters Score -191217.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -191250.015625 Penalty: 2673.462402
	Iteration 10Q: 3 clusters Score -191250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -191273.375000 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -191273.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -191292.562500 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -191292.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -191312.078125 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -191312.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -191331.484375 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -191331.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -191359.562500 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -191359.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -191400.921875 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -191400.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -191448.453125 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -191448.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -191490.328125 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -191490.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -191541.250000 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -191541.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191594.656250 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -191594.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -191645.843750 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -191645.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -191698.453125 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -191698.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -191771.406250 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -191771.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -191839.765625 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -191839.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -191890.359375 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -191890.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -191927.562500 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -191927.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -191948.765625 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -191948.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -191970.265625 Penalty: 2673.462402
	Iteration 28Q: 3 clusters Score -191970.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -191983.515625 Penalty: 2673.462402
	Iteration 29Q: 3 clusters Score -191983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -191988.406250 Penalty: 2673.462402
	Iteration 30Q: 3 clusters Score -191988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -191990.484375 Penalty: 2673.462402
	Iteration 31Q: 3 clusters Score -191990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -191992.796875 Penalty: 2673.462402
	Iteration 32Q: 3 clusters Score -191992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -191994.515625 Penalty: 2673.462402
	Iteration 33Q: 3 clusters Score -191994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -191996.625000 Penalty: 2673.462402
	Iteration 34Q: 3 clusters Score -191996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -191999.296875 Penalty: 2673.462402
	Iteration 35Q: 3 clusters Score -191999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -192001.234375 Penalty: 2673.462402
	Iteration 36Q: 3 clusters Score -192001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -192001.765625 Penalty: 2673.462402
	Iteration 37Q: 3 clusters Score -192001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -192001.765625 Penalty: 2673.462402
	Iteration 38F: 3 clusters Score -192001.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Entering Unmasked Estep 
Score: -3190206.000000 Penalty: 1801.125488
	Iteration 0F: 2 clusters Score -3190206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -3146634.250000 Penalty: 3602.250977
	Iteration 0F: 3 clusters Score -3146634 nChanged 30857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3164401.000000 Penalty: 3602.250977
	Iteration 1F: 3 clusters Score -3164401 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -3165179.250000 Penalty: 3602.250977
	Iteration 2Q: 3 clusters Score -3165179 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3166228.000000 Penalty: 3602.250977
	Iteration 3Q: 3 clusters Score -3166228 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3167844.000000 Penalty: 3602.250977
	Iteration 4Q: 3 clusters Score -3167844 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3170392.000000 Penalty: 3602.250977
	Iteration 5F: 3 clusters Score -3170392 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3173709.500000 Penalty: 3602.250977
	Iteration 6F: 3 clusters Score -3173710 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3177416.250000 Penalty: 3602.250977
	Iteration 7F: 3 clusters Score -3177416 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3180702.250000 Penalty: 3602.250977
	Iteration 8F: 3 clusters Score -3180702 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3182934.750000 Penalty: 3602.250977
	Iteration 9Q: 3 clusters Score -3182935 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3184253.500000 Penalty: 3602.250977
	Iteration 10Q: 3 clusters Score -3184254 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3185183.250000 Penalty: 3602.250977
	Iteration 11Q: 3 clusters Score -3185183 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3185860.500000 Penalty: 3602.250977
	Iteration 12Q: 3 clusters Score -3185860 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3186440.500000 Penalty: 3602.250977
	Iteration 13Q: 3 clusters Score -3186440 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3186925.000000 Penalty: 3602.250977
	Iteration 14Q: 3 clusters Score -3186925 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3187338.750000 Penalty: 3602.250977
	Iteration 15Q: 3 clusters Score -3187339 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3187690.750000 Penalty: 3602.250977
	Iteration 16Q: 3 clusters Score -3187691 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3187903.000000 Penalty: 3602.250977
	Iteration 17Q: 3 clusters Score -3187903 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3188049.250000 Penalty: 3602.250977
	Iteration 18Q: 3 clusters Score -3188049 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3188187.250000 Penalty: 3602.250977
	Iteration 19Q: 3 clusters Score -3188187 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3188278.500000 Penalty: 3602.250977
	Iteration 20F: 3 clusters Score -3188278 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3188369.500000 Penalty: 3602.250977
	Iteration 21Q: 3 clusters Score -3188370 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3188439.250000 Penalty: 3602.250977
	Iteration 22Q: 3 clusters Score -3188439 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3188491.250000 Penalty: 3602.250977
	Iteration 23Q: 3 clusters Score -3188491 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3188529.000000 Penalty: 3602.250977
	Iteration 24Q: 3 clusters Score -3188529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3188562.000000 Penalty: 3602.250977
	Iteration 25Q: 3 clusters Score -3188562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3188584.750000 Penalty: 3602.250977
	Iteration 26Q: 3 clusters Score -3188585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3188604.250000 Penalty: 3602.250977
	Iteration 27Q: 3 clusters Score -3188604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3188606.250000 Penalty: 3602.250977
	Iteration 28Q: 3 clusters Score -3188606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3188629.750000 Penalty: 3602.250977
	Iteration 29Q: 3 clusters Score -3188630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3188653.250000 Penalty: 3602.250977
	Iteration 30Q: 3 clusters Score -3188653 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3188659.000000 Penalty: 3602.250977
	Iteration 31Q: 3 clusters Score -3188659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3188675.750000 Penalty: 3602.250977
	Iteration 32Q: 3 clusters Score -3188676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3188687.750000 Penalty: 3602.250977
	Iteration 33Q: 3 clusters Score -3188688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3188703.250000 Penalty: 3602.250977
	Iteration 34Q: 3 clusters Score -3188703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3188709.750000 Penalty: 3602.250977
	Iteration 35Q: 3 clusters Score -3188710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3188726.250000 Penalty: 3602.250977
	Iteration 36Q: 3 clusters Score -3188726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3188733.750000 Penalty: 3602.250977
	Iteration 37Q: 3 clusters Score -3188734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3188746.000000 Penalty: 3602.250977
	Iteration 38Q: 3 clusters Score -3188746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3188747.250000 Penalty: 3602.250977
	Iteration 39Q: 3 clusters Score -3188747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3188752.500000 Penalty: 3602.250977
	Iteration 40F: 3 clusters Score -3188752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3188762.250000 Penalty: 3602.250977
	Iteration 41Q: 3 clusters Score -3188762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3188762.000000 Penalty: 3602.250977
	Iteration 42Q: 3 clusters Score -3188762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3188757.750000 Penalty: 3602.250977
	Iteration 43Q: 3 clusters Score -3188758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3188762.000000 Penalty: 3602.250977
	Iteration 44Q: 3 clusters Score -3188762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3188761.000000 Penalty: 3602.250977
	Iteration 45Q: 3 clusters Score -3188761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3188766.000000 Penalty: 3602.250977
	Iteration 46Q: 3 clusters Score -3188766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3188769.000000 Penalty: 3602.250977
	Iteration 47Q: 3 clusters Score -3188769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3188765.750000 Penalty: 3602.250977
	Iteration 48Q: 3 clusters Score -3188766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3188764.250000 Penalty: 3602.250977
	Iteration 49Q: 3 clusters Score -3188764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3188765.000000 Penalty: 3602.250977
	Iteration 50Q: 3 clusters Score -3188765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3188763.500000 Penalty: 3602.250977
	Iteration 51Q: 3 clusters Score -3188764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3188763.750000 Penalty: 3602.250977
	Iteration 52Q: 3 clusters Score -3188764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3188764.500000 Penalty: 3602.250977
	Iteration 53Q: 3 clusters Score -3188764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3188764.500000 Penalty: 3602.250977
	Iteration 54F: 3 clusters Score -3188764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Entering Unmasked Estep 
Score: -1089394.750000 Penalty: 1627.805176
	Iteration 0F: 2 clusters Score -1089395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1074200.500000 Penalty: 3255.610352
	Iteration 0F: 3 clusters Score -1074200 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1080035.875000 Penalty: 3255.610352
	Iteration 1F: 3 clusters Score -1080036 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1080801.500000 Penalty: 3255.610352
	Iteration 2F: 3 clusters Score -1080802 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1081973.875000 Penalty: 3255.610352
	Iteration 3F: 3 clusters Score -1081974 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1083614.125000 Penalty: 3255.610352
	Iteration 4F: 3 clusters Score -1083614 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1085471.125000 Penalty: 3255.610352
	Iteration 5F: 3 clusters Score -1085471 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1086825.125000 Penalty: 3255.610352
	Iteration 6F: 3 clusters Score -1086825 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1087651.625000 Penalty: 3255.610352
	Iteration 7Q: 3 clusters Score -1087652 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1088049.625000 Penalty: 3255.610352
	Iteration 8Q: 3 clusters Score -1088050 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1088220.250000 Penalty: 3255.610352
	Iteration 9Q: 3 clusters Score -1088220 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1088327.875000 Penalty: 3255.610352
	Iteration 10Q: 3 clusters Score -1088328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1088403.375000 Penalty: 3255.610352
	Iteration 11Q: 3 clusters Score -1088403 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1088460.750000 Penalty: 3255.610352
	Iteration 12Q: 3 clusters Score -1088461 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1088502.500000 Penalty: 3255.610352
	Iteration 13Q: 3 clusters Score -1088502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1088537.500000 Penalty: 3255.610352
	Iteration 14Q: 3 clusters Score -1088538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1088562.750000 Penalty: 3255.610352
	Iteration 15Q: 3 clusters Score -1088563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1088575.250000 Penalty: 3255.610352
	Iteration 16Q: 3 clusters Score -1088575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1088585.750000 Penalty: 3255.610352
	Iteration 17Q: 3 clusters Score -1088586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1088590.750000 Penalty: 3255.610352
	Iteration 18Q: 3 clusters Score -1088591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1088595.375000 Penalty: 3255.610352
	Iteration 19Q: 3 clusters Score -1088595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1088601.000000 Penalty: 3255.610352
	Iteration 20F: 3 clusters Score -1088601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1088600.125000 Penalty: 3255.610352
	Iteration 21Q: 3 clusters Score -1088600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1088600.000000 Penalty: 3255.610352
	Iteration 22Q: 3 clusters Score -1088600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1088601.625000 Penalty: 3255.610352
	Iteration 23Q: 3 clusters Score -1088602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1088601.875000 Penalty: 3255.610352
	Iteration 24Q: 3 clusters Score -1088602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1088605.000000 Penalty: 3255.610352
	Iteration 25Q: 3 clusters Score -1088605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1088607.375000 Penalty: 3255.610352
	Iteration 26Q: 3 clusters Score -1088607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1088609.875000 Penalty: 3255.610352
	Iteration 27Q: 3 clusters Score -1088610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1088608.500000 Penalty: 3255.610352
	Iteration 28Q: 3 clusters Score -1088608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1088608.625000 Penalty: 3255.610352
	Iteration 29Q: 3 clusters Score -1088609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1088610.125000 Penalty: 3255.610352
	Iteration 30Q: 3 clusters Score -1088610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1088611.125000 Penalty: 3255.610352
	Iteration 31Q: 3 clusters Score -1088611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1088612.000000 Penalty: 3255.610352
	Iteration 32Q: 3 clusters Score -1088612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1088613.500000 Penalty: 3255.610352
	Iteration 33Q: 3 clusters Score -1088614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1088614.875000 Penalty: 3255.610352
	Iteration 34Q: 3 clusters Score -1088615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1088614.875000 Penalty: 3255.610352
	Iteration 35Q: 3 clusters Score -1088615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1088615.625000 Penalty: 3255.610352
	Iteration 36Q: 3 clusters Score -1088616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1088614.375000 Penalty: 3255.610352
	Iteration 37Q: 3 clusters Score -1088614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1088614.375000 Penalty: 3255.610352
	Iteration 38F: 3 clusters Score -1088614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -240003.609375 Penalty: 1378.691772
	Iteration 0F: 2 clusters Score -240003.6 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 2424 members 
Entering Unmasked Estep 
Score: -236104.453125 Penalty: 2757.383545
	Iteration 0F: 3 clusters Score -236104.5 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -237109.468750 Penalty: 2757.383545
	Iteration 1F: 3 clusters Score -237109.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -237302.390625 Penalty: 2757.383545
	Iteration 2F: 3 clusters Score -237302.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -237469.656250 Penalty: 2757.383545
	Iteration 3F: 3 clusters Score -237469.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -237596.296875 Penalty: 2757.383545
	Iteration 4Q: 3 clusters Score -237596.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -237708.906250 Penalty: 2757.383545
	Iteration 5Q: 3 clusters Score -237708.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -237838.312500 Penalty: 2757.383545
	Iteration 6Q: 3 clusters Score -237838.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -237993.140625 Penalty: 2757.383545
	Iteration 7Q: 3 clusters Score -237993.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -238149.718750 Penalty: 2757.383545
	Iteration 8Q: 3 clusters Score -238149.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -238288.843750 Penalty: 2757.383545
	Iteration 9Q: 3 clusters Score -238288.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -238406.093750 Penalty: 2757.383545
	Iteration 10Q: 3 clusters Score -238406.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -238499.046875 Penalty: 2757.383545
	Iteration 11Q: 3 clusters Score -238499 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -238558.109375 Penalty: 2757.383545
	Iteration 12Q: 3 clusters Score -238558.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -238595.500000 Penalty: 2757.383545
	Iteration 13Q: 3 clusters Score -238595.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -238630.828125 Penalty: 2757.383545
	Iteration 14Q: 3 clusters Score -238630.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -238662.703125 Penalty: 2757.383545
	Iteration 15Q: 3 clusters Score -238662.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -238686.593750 Penalty: 2757.383545
	Iteration 16Q: 3 clusters Score -238686.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -238708.609375 Penalty: 2757.383545
	Iteration 17Q: 3 clusters Score -238708.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -238722.859375 Penalty: 2757.383545
	Iteration 18Q: 3 clusters Score -238722.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -238734.843750 Penalty: 2757.383545
	Iteration 19Q: 3 clusters Score -238734.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -238743.906250 Penalty: 2757.383545
	Iteration 20F: 3 clusters Score -238743.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -238751.093750 Penalty: 2757.383545
	Iteration 21Q: 3 clusters Score -238751.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -238758.296875 Penalty: 2757.383545
	Iteration 22Q: 3 clusters Score -238758.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -238765.234375 Penalty: 2757.383545
	Iteration 23Q: 3 clusters Score -238765.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -238775.359375 Penalty: 2757.383545
	Iteration 24Q: 3 clusters Score -238775.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -238787.015625 Penalty: 2757.383545
	Iteration 25Q: 3 clusters Score -238787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -238802.500000 Penalty: 2757.383545
	Iteration 26Q: 3 clusters Score -238802.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -238817.812500 Penalty: 2757.383545
	Iteration 27Q: 3 clusters Score -238817.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -238828.656250 Penalty: 2757.383545
	Iteration 28Q: 3 clusters Score -238828.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -238835.062500 Penalty: 2757.383545
	Iteration 29Q: 3 clusters Score -238835.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -238838.921875 Penalty: 2757.383545
	Iteration 30Q: 3 clusters Score -238838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -238841.500000 Penalty: 2757.383545
	Iteration 31Q: 3 clusters Score -238841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -238843.031250 Penalty: 2757.383545
	Iteration 32Q: 3 clusters Score -238843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -238845.343750 Penalty: 2757.383545
	Iteration 33Q: 3 clusters Score -238845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -238846.875000 Penalty: 2757.383545
	Iteration 34Q: 3 clusters Score -238846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -238850.437500 Penalty: 2757.383545
	Iteration 35Q: 3 clusters Score -238850.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -238854.765625 Penalty: 2757.383545
	Iteration 36Q: 3 clusters Score -238854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -238857.968750 Penalty: 2757.383545
	Iteration 37Q: 3 clusters Score -238858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -238863.062500 Penalty: 2757.383545
	Iteration 38Q: 3 clusters Score -238863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238868.015625 Penalty: 2757.383545
	Iteration 39Q: 3 clusters Score -238868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238872.406250 Penalty: 2757.383545
	Iteration 40F: 3 clusters Score -238872.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -238876.328125 Penalty: 2757.383545
	Iteration 41Q: 3 clusters Score -238876.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -238879.359375 Penalty: 2757.383545
	Iteration 42Q: 3 clusters Score -238879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -238880.265625 Penalty: 2757.383545
	Iteration 43Q: 3 clusters Score -238880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -238881.203125 Penalty: 2757.383545
	Iteration 44Q: 3 clusters Score -238881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -238881.640625 Penalty: 2757.383545
	Iteration 45Q: 3 clusters Score -238881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -238881.812500 Penalty: 2757.383545
	Iteration 46Q: 3 clusters Score -238881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -238881.812500 Penalty: 2757.383545
	Iteration 47F: 3 clusters Score -238881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -89312.859375 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -89312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87313.867188 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -87313.87 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87725.960938 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -87725.96 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -87815.828125 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -87815.83 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -87869.054688 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -87869.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -87901.960938 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -87901.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -87927.289062 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -87927.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -87941.281250 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -87941.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -87956.851562 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -87956.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -87973.828125 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -87973.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -87991.765625 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -87991.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -88001.335938 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -88001.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -88006.648438 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -88006.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -88009.328125 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -88009.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -88010.492188 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -88010.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -88011.265625 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -88011.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -88011.484375 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -88011.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -88013.140625 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -88013.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -88014.398438 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -88014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -88015.664062 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -88015.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -88016.078125 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -88016.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -88016.187500 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -88016.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -88016.539062 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -88016.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -88016.539062 Penalty: 2444.428223
	Iteration 22F: 3 clusters Score -88016.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Entering Unmasked Estep 
Score: -675235.250000 Penalty: 1553.203613
	Iteration 0F: 2 clusters Score -675235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -665421.312500 Penalty: 3106.407227
	Iteration 0F: 3 clusters Score -665421.3 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -668916.687500 Penalty: 3106.407227
	Iteration 1F: 3 clusters Score -668916.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -669204.500000 Penalty: 3106.407227
	Iteration 2F: 3 clusters Score -669204.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -669460.187500 Penalty: 3106.407227
	Iteration 3Q: 3 clusters Score -669460.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -669700.312500 Penalty: 3106.407227
	Iteration 4Q: 3 clusters Score -669700.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -670002.125000 Penalty: 3106.407227
	Iteration 5Q: 3 clusters Score -670002.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -670378.812500 Penalty: 3106.407227
	Iteration 6Q: 3 clusters Score -670378.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -670831.937500 Penalty: 3106.407227
	Iteration 7Q: 3 clusters Score -670831.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -671359.687500 Penalty: 3106.407227
	Iteration 8Q: 3 clusters Score -671359.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -671809.937500 Penalty: 3106.407227
	Iteration 9Q: 3 clusters Score -671809.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -672189.437500 Penalty: 3106.407227
	Iteration 10Q: 3 clusters Score -672189.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -672503.437500 Penalty: 3106.407227
	Iteration 11Q: 3 clusters Score -672503.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -672718.312500 Penalty: 3106.407227
	Iteration 12Q: 3 clusters Score -672718.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -672871.750000 Penalty: 3106.407227
	Iteration 13Q: 3 clusters Score -672871.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -672969.750000 Penalty: 3106.407227
	Iteration 14Q: 3 clusters Score -672969.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -673045.937500 Penalty: 3106.407227
	Iteration 15Q: 3 clusters Score -673045.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -673098.250000 Penalty: 3106.407227
	Iteration 16Q: 3 clusters Score -673098.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -673145.625000 Penalty: 3106.407227
	Iteration 17Q: 3 clusters Score -673145.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -673188.187500 Penalty: 3106.407227
	Iteration 18Q: 3 clusters Score -673188.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -673229.750000 Penalty: 3106.407227
	Iteration 19Q: 3 clusters Score -673229.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -673285.875000 Penalty: 3106.407227
	Iteration 20F: 3 clusters Score -673285.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -673352.062500 Penalty: 3106.407227
	Iteration 21Q: 3 clusters Score -673352.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -673429.937500 Penalty: 3106.407227
	Iteration 22Q: 3 clusters Score -673429.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -673514.000000 Penalty: 3106.407227
	Iteration 23Q: 3 clusters Score -673514 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -673593.000000 Penalty: 3106.407227
	Iteration 24Q: 3 clusters Score -673593 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -673671.187500 Penalty: 3106.407227
	Iteration 25Q: 3 clusters Score -673671.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -673733.562500 Penalty: 3106.407227
	Iteration 26Q: 3 clusters Score -673733.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -673789.312500 Penalty: 3106.407227
	Iteration 27Q: 3 clusters Score -673789.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -673846.375000 Penalty: 3106.407227
	Iteration 28Q: 3 clusters Score -673846.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -673903.375000 Penalty: 3106.407227
	Iteration 29Q: 3 clusters Score -673903.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -673952.625000 Penalty: 3106.407227
	Iteration 30Q: 3 clusters Score -673952.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -673988.687500 Penalty: 3106.407227
	Iteration 31Q: 3 clusters Score -673988.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -674023.937500 Penalty: 3106.407227
	Iteration 32Q: 3 clusters Score -674023.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -674056.562500 Penalty: 3106.407227
	Iteration 33Q: 3 clusters Score -674056.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -674085.625000 Penalty: 3106.407227
	Iteration 34Q: 3 clusters Score -674085.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -674110.875000 Penalty: 3106.407227
	Iteration 35Q: 3 clusters Score -674110.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -674136.687500 Penalty: 3106.407227
	Iteration 36Q: 3 clusters Score -674136.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -674155.875000 Penalty: 3106.407227
	Iteration 37Q: 3 clusters Score -674155.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -674178.187500 Penalty: 3106.407227
	Iteration 38Q: 3 clusters Score -674178.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -674194.500000 Penalty: 3106.407227
	Iteration 39Q: 3 clusters Score -674194.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -674203.375000 Penalty: 3106.407227
	Iteration 40F: 3 clusters Score -674203.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -674215.687500 Penalty: 3106.407227
	Iteration 41Q: 3 clusters Score -674215.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -674224.375000 Penalty: 3106.407227
	Iteration 42Q: 3 clusters Score -674224.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -674235.812500 Penalty: 3106.407227
	Iteration 43Q: 3 clusters Score -674235.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -674243.312500 Penalty: 3106.407227
	Iteration 44Q: 3 clusters Score -674243.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -674262.312500 Penalty: 3106.407227
	Iteration 45Q: 3 clusters Score -674262.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -674276.437500 Penalty: 3106.407227
	Iteration 46Q: 3 clusters Score -674276.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -674291.250000 Penalty: 3106.407227
	Iteration 47Q: 3 clusters Score -674291.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -674299.750000 Penalty: 3106.407227
	Iteration 48Q: 3 clusters Score -674299.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -674310.687500 Penalty: 3106.407227
	Iteration 49Q: 3 clusters Score -674310.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -674320.437500 Penalty: 3106.407227
	Iteration 50Q: 3 clusters Score -674320.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -674331.500000 Penalty: 3106.407227
	Iteration 51Q: 3 clusters Score -674331.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -674340.875000 Penalty: 3106.407227
	Iteration 52Q: 3 clusters Score -674340.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -674345.562500 Penalty: 3106.407227
	Iteration 53Q: 3 clusters Score -674345.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -674349.562500 Penalty: 3106.407227
	Iteration 54Q: 3 clusters Score -674349.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -674352.062500 Penalty: 3106.407227
	Iteration 55Q: 3 clusters Score -674352.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -674357.812500 Penalty: 3106.407227
	Iteration 56Q: 3 clusters Score -674357.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -674359.937500 Penalty: 3106.407227
	Iteration 57Q: 3 clusters Score -674359.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -674362.125000 Penalty: 3106.407227
	Iteration 58Q: 3 clusters Score -674362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -674365.750000 Penalty: 3106.407227
	Iteration 59Q: 3 clusters Score -674365.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -674365.375000 Penalty: 3106.407227
	Iteration 60F: 3 clusters Score -674365.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -674366.625000 Penalty: 3106.407227
	Iteration 61Q: 3 clusters Score -674366.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -674372.437500 Penalty: 3106.407227
	Iteration 62Q: 3 clusters Score -674372.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -674373.687500 Penalty: 3106.407227
	Iteration 63Q: 3 clusters Score -674373.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -674377.375000 Penalty: 3106.407227
	Iteration 64Q: 3 clusters Score -674377.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -674380.125000 Penalty: 3106.407227
	Iteration 65Q: 3 clusters Score -674380.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -674382.875000 Penalty: 3106.407227
	Iteration 66Q: 3 clusters Score -674382.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -674388.500000 Penalty: 3106.407227
	Iteration 67Q: 3 clusters Score -674388.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -674391.375000 Penalty: 3106.407227
	Iteration 68Q: 3 clusters Score -674391.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -674394.062500 Penalty: 3106.407227
	Iteration 69Q: 3 clusters Score -674394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -674399.500000 Penalty: 3106.407227
	Iteration 70Q: 3 clusters Score -674399.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -674401.937500 Penalty: 3106.407227
	Iteration 71Q: 3 clusters Score -674401.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -674402.500000 Penalty: 3106.407227
	Iteration 72Q: 3 clusters Score -674402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -674403.125000 Penalty: 3106.407227
	Iteration 73Q: 3 clusters Score -674403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -674408.375000 Penalty: 3106.407227
	Iteration 74Q: 3 clusters Score -674408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -674410.062500 Penalty: 3106.407227
	Iteration 75Q: 3 clusters Score -674410.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -674411.062500 Penalty: 3106.407227
	Iteration 76Q: 3 clusters Score -674411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -674413.625000 Penalty: 3106.407227
	Iteration 77Q: 3 clusters Score -674413.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -674412.312500 Penalty: 3106.407227
	Iteration 78Q: 3 clusters Score -674412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -674412.500000 Penalty: 3106.407227
	Iteration 79Q: 3 clusters Score -674412.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -674418.125000 Penalty: 3106.407227
	Iteration 80F: 3 clusters Score -674418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -674419.250000 Penalty: 3106.407227
	Iteration 81Q: 3 clusters Score -674419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -674416.375000 Penalty: 3106.407227
	Iteration 82Q: 3 clusters Score -674416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -674419.375000 Penalty: 3106.407227
	Iteration 83Q: 3 clusters Score -674419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -674421.375000 Penalty: 3106.407227
	Iteration 84Q: 3 clusters Score -674421.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -674423.125000 Penalty: 3106.407227
	Iteration 85Q: 3 clusters Score -674423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -674425.187500 Penalty: 3106.407227
	Iteration 86Q: 3 clusters Score -674425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -674426.625000 Penalty: 3106.407227
	Iteration 87Q: 3 clusters Score -674426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -674426.000000 Penalty: 3106.407227
	Iteration 88Q: 3 clusters Score -674426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -674429.000000 Penalty: 3106.407227
	Iteration 89Q: 3 clusters Score -674429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -674429.000000 Penalty: 3106.407227
	Iteration 90Q: 3 clusters Score -674429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -674431.750000 Penalty: 3106.407227
	Iteration 91Q: 3 clusters Score -674431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -674429.750000 Penalty: 3106.407227
	Iteration 92Q: 3 clusters Score -674429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -674429.750000 Penalty: 3106.407227
	Iteration 93F: 3 clusters Score -674429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Entering Unmasked Estep 
Score: -2876642.500000 Penalty: 1786.136841
	Iteration 0F: 2 clusters Score -2876642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -2837240.250000 Penalty: 3572.273682
	Iteration 0F: 3 clusters Score -2837240 nChanged 27854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -2852863.500000 Penalty: 3572.273682
	Iteration 1F: 3 clusters Score -2852864 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2853567.750000 Penalty: 3572.273682
	Iteration 2Q: 3 clusters Score -2853568 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2854482.750000 Penalty: 3572.273682
	Iteration 3Q: 3 clusters Score -2854483 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -2855616.250000 Penalty: 3572.273682
	Iteration 4Q: 3 clusters Score -2855616 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -2857152.250000 Penalty: 3572.273682
	Iteration 5Q: 3 clusters Score -2857152 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -2859367.250000 Penalty: 3572.273682
	Iteration 6F: 3 clusters Score -2859367 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2862428.000000 Penalty: 3572.273682
	Iteration 7F: 3 clusters Score -2862428 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -2865664.750000 Penalty: 3572.273682
	Iteration 8F: 3 clusters Score -2865665 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -2867853.000000 Penalty: 3572.273682
	Iteration 9F: 3 clusters Score -2867853 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -2868806.000000 Penalty: 3572.273682
	Iteration 10Q: 3 clusters Score -2868806 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -2869351.500000 Penalty: 3572.273682
	Iteration 11Q: 3 clusters Score -2869352 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -2869740.500000 Penalty: 3572.273682
	Iteration 12Q: 3 clusters Score -2869740 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -2870159.000000 Penalty: 3572.273682
	Iteration 13Q: 3 clusters Score -2870159 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -2870575.000000 Penalty: 3572.273682
	Iteration 14Q: 3 clusters Score -2870575 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -2870961.250000 Penalty: 3572.273682
	Iteration 15Q: 3 clusters Score -2870961 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -2871402.000000 Penalty: 3572.273682
	Iteration 16Q: 3 clusters Score -2871402 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -2871839.000000 Penalty: 3572.273682
	Iteration 17Q: 3 clusters Score -2871839 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -2872228.500000 Penalty: 3572.273682
	Iteration 18Q: 3 clusters Score -2872228 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -2872616.250000 Penalty: 3572.273682
	Iteration 19Q: 3 clusters Score -2872616 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -2872983.000000 Penalty: 3572.273682
	Iteration 20F: 3 clusters Score -2872983 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -2873325.000000 Penalty: 3572.273682
	Iteration 21Q: 3 clusters Score -2873325 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -2873641.500000 Penalty: 3572.273682
	Iteration 22Q: 3 clusters Score -2873642 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -2873924.000000 Penalty: 3572.273682
	Iteration 23Q: 3 clusters Score -2873924 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -2874193.500000 Penalty: 3572.273682
	Iteration 24Q: 3 clusters Score -2874194 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -2874407.750000 Penalty: 3572.273682
	Iteration 25Q: 3 clusters Score -2874408 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -2874605.000000 Penalty: 3572.273682
	Iteration 26Q: 3 clusters Score -2874605 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -2874777.000000 Penalty: 3572.273682
	Iteration 27Q: 3 clusters Score -2874777 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -2874988.750000 Penalty: 3572.273682
	Iteration 28Q: 3 clusters Score -2874989 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -2875143.500000 Penalty: 3572.273682
	Iteration 29Q: 3 clusters Score -2875144 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -2875327.250000 Penalty: 3572.273682
	Iteration 30Q: 3 clusters Score -2875327 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -2875480.500000 Penalty: 3572.273682
	Iteration 31Q: 3 clusters Score -2875480 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -2875643.750000 Penalty: 3572.273682
	Iteration 32Q: 3 clusters Score -2875644 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -2875752.000000 Penalty: 3572.273682
	Iteration 33Q: 3 clusters Score -2875752 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -2875838.750000 Penalty: 3572.273682
	Iteration 34Q: 3 clusters Score -2875839 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -2875910.500000 Penalty: 3572.273682
	Iteration 35Q: 3 clusters Score -2875910 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -2875980.500000 Penalty: 3572.273682
	Iteration 36Q: 3 clusters Score -2875980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -2876016.000000 Penalty: 3572.273682
	Iteration 37Q: 3 clusters Score -2876016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -2876056.000000 Penalty: 3572.273682
	Iteration 38Q: 3 clusters Score -2876056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -2876082.750000 Penalty: 3572.273682
	Iteration 39Q: 3 clusters Score -2876083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -2876099.250000 Penalty: 3572.273682
	Iteration 40F: 3 clusters Score -2876099 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -2876121.750000 Penalty: 3572.273682
	Iteration 41Q: 3 clusters Score -2876122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -2876150.500000 Penalty: 3572.273682
	Iteration 42Q: 3 clusters Score -2876150 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -2876183.250000 Penalty: 3572.273682
	Iteration 43Q: 3 clusters Score -2876183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -2876207.500000 Penalty: 3572.273682
	Iteration 44Q: 3 clusters Score -2876208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -2876221.500000 Penalty: 3572.273682
	Iteration 45Q: 3 clusters Score -2876222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -2876233.500000 Penalty: 3572.273682
	Iteration 46Q: 3 clusters Score -2876234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -2876239.000000 Penalty: 3572.273682
	Iteration 47Q: 3 clusters Score -2876239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -2876259.250000 Penalty: 3572.273682
	Iteration 48Q: 3 clusters Score -2876259 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -2876262.500000 Penalty: 3572.273682
	Iteration 49Q: 3 clusters Score -2876262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -2876272.750000 Penalty: 3572.273682
	Iteration 50Q: 3 clusters Score -2876273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -2876283.000000 Penalty: 3572.273682
	Iteration 51Q: 3 clusters Score -2876283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -2876299.750000 Penalty: 3572.273682
	Iteration 52Q: 3 clusters Score -2876300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -2876302.250000 Penalty: 3572.273682
	Iteration 53Q: 3 clusters Score -2876302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -2876304.250000 Penalty: 3572.273682
	Iteration 54Q: 3 clusters Score -2876304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -2876310.500000 Penalty: 3572.273682
	Iteration 55Q: 3 clusters Score -2876310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -2876321.500000 Penalty: 3572.273682
	Iteration 56Q: 3 clusters Score -2876322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -2876329.750000 Penalty: 3572.273682
	Iteration 57Q: 3 clusters Score -2876330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -2876331.500000 Penalty: 3572.273682
	Iteration 58Q: 3 clusters Score -2876332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -2876335.250000 Penalty: 3572.273682
	Iteration 59Q: 3 clusters Score -2876335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -2876335.750000 Penalty: 3572.273682
	Iteration 60F: 3 clusters Score -2876336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -2876349.000000 Penalty: 3572.273682
	Iteration 61Q: 3 clusters Score -2876349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -2876362.500000 Penalty: 3572.273682
	Iteration 62Q: 3 clusters Score -2876362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -2876370.000000 Penalty: 3572.273682
	Iteration 63Q: 3 clusters Score -2876370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -2876372.000000 Penalty: 3572.273682
	Iteration 64Q: 3 clusters Score -2876372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -2876380.750000 Penalty: 3572.273682
	Iteration 65Q: 3 clusters Score -2876381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -2876385.750000 Penalty: 3572.273682
	Iteration 66Q: 3 clusters Score -2876386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -2876383.500000 Penalty: 3572.273682
	Iteration 67Q: 3 clusters Score -2876384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -2876391.250000 Penalty: 3572.273682
	Iteration 68Q: 3 clusters Score -2876391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -2876391.000000 Penalty: 3572.273682
	Iteration 69Q: 3 clusters Score -2876391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -2876396.750000 Penalty: 3572.273682
	Iteration 70Q: 3 clusters Score -2876397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -2876398.250000 Penalty: 3572.273682
	Iteration 71Q: 3 clusters Score -2876398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -2876395.750000 Penalty: 3572.273682
	Iteration 72Q: 3 clusters Score -2876396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -2876399.250000 Penalty: 3572.273682
	Iteration 73Q: 3 clusters Score -2876399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -2876400.250000 Penalty: 3572.273682
	Iteration 74Q: 3 clusters Score -2876400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -2876402.000000 Penalty: 3572.273682
	Iteration 75Q: 3 clusters Score -2876402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -2876403.250000 Penalty: 3572.273682
	Iteration 76Q: 3 clusters Score -2876403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -2876409.250000 Penalty: 3572.273682
	Iteration 77Q: 3 clusters Score -2876409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -2876408.250000 Penalty: 3572.273682
	Iteration 78Q: 3 clusters Score -2876408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -2876408.250000 Penalty: 3572.273682
	Iteration 79F: 3 clusters Score -2876408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Entering Unmasked Estep 
Score: -393722.187500 Penalty: 1450.796387
	Iteration 0F: 2 clusters Score -393722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -388069.812500 Penalty: 2901.592773
	Iteration 0F: 3 clusters Score -388069.8 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -389759.968750 Penalty: 2901.592773
	Iteration 1F: 3 clusters Score -389760 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -389935.312500 Penalty: 2901.592773
	Iteration 2F: 3 clusters Score -389935.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -390064.437500 Penalty: 2901.592773
	Iteration 3Q: 3 clusters Score -390064.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -390156.000000 Penalty: 2901.592773
	Iteration 4Q: 3 clusters Score -390156 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -390243.937500 Penalty: 2901.592773
	Iteration 5Q: 3 clusters Score -390243.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -390309.843750 Penalty: 2901.592773
	Iteration 6Q: 3 clusters Score -390309.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -390357.375000 Penalty: 2901.592773
	Iteration 7Q: 3 clusters Score -390357.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -390404.375000 Penalty: 2901.592773
	Iteration 8Q: 3 clusters Score -390404.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -390458.625000 Penalty: 2901.592773
	Iteration 9Q: 3 clusters Score -390458.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -390514.781250 Penalty: 2901.592773
	Iteration 10Q: 3 clusters Score -390514.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -390588.875000 Penalty: 2901.592773
	Iteration 11Q: 3 clusters Score -390588.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -390675.843750 Penalty: 2901.592773
	Iteration 12Q: 3 clusters Score -390675.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -390793.750000 Penalty: 2901.592773
	Iteration 13Q: 3 clusters Score -390793.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -390953.843750 Penalty: 2901.592773
	Iteration 14Q: 3 clusters Score -390953.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -391166.031250 Penalty: 2901.592773
	Iteration 15Q: 3 clusters Score -391166 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -391452.906250 Penalty: 2901.592773
	Iteration 16Q: 3 clusters Score -391452.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -391745.281250 Penalty: 2901.592773
	Iteration 17Q: 3 clusters Score -391745.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -392027.718750 Penalty: 2901.592773
	Iteration 18Q: 3 clusters Score -392027.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -392253.968750 Penalty: 2901.592773
	Iteration 19Q: 3 clusters Score -392254 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -392396.156250 Penalty: 2901.592773
	Iteration 20F: 3 clusters Score -392396.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -392465.843750 Penalty: 2901.592773
	Iteration 21Q: 3 clusters Score -392465.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -392499.531250 Penalty: 2901.592773
	Iteration 22Q: 3 clusters Score -392499.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -392528.781250 Penalty: 2901.592773
	Iteration 23Q: 3 clusters Score -392528.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -392543.906250 Penalty: 2901.592773
	Iteration 24Q: 3 clusters Score -392543.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -392552.562500 Penalty: 2901.592773
	Iteration 25Q: 3 clusters Score -392552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -392558.437500 Penalty: 2901.592773
	Iteration 26Q: 3 clusters Score -392558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -392559.718750 Penalty: 2901.592773
	Iteration 27Q: 3 clusters Score -392559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -392561.750000 Penalty: 2901.592773
	Iteration 28Q: 3 clusters Score -392561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -392562.218750 Penalty: 2901.592773
	Iteration 29Q: 3 clusters Score -392562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -392565.406250 Penalty: 2901.592773
	Iteration 30Q: 3 clusters Score -392565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -392565.093750 Penalty: 2901.592773
	Iteration 31Q: 3 clusters Score -392565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -392565.093750 Penalty: 2901.592773
	Iteration 32F: 3 clusters Score -392565.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Entering Unmasked Estep 
Score: -376130.968750 Penalty: 1454.440552
	Iteration 0F: 2 clusters Score -376131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -370441.093750 Penalty: 2908.881104
	Iteration 0F: 3 clusters Score -370441.1 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -372210.031250 Penalty: 2908.881104
	Iteration 1F: 3 clusters Score -372210 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -372445.218750 Penalty: 2908.881104
	Iteration 2F: 3 clusters Score -372445.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -372617.437500 Penalty: 2908.881104
	Iteration 3Q: 3 clusters Score -372617.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -372750.500000 Penalty: 2908.881104
	Iteration 4Q: 3 clusters Score -372750.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -372883.406250 Penalty: 2908.881104
	Iteration 5Q: 3 clusters Score -372883.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -373047.375000 Penalty: 2908.881104
	Iteration 6Q: 3 clusters Score -373047.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -373263.687500 Penalty: 2908.881104
	Iteration 7Q: 3 clusters Score -373263.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -373542.562500 Penalty: 2908.881104
	Iteration 8Q: 3 clusters Score -373542.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -373831.500000 Penalty: 2908.881104
	Iteration 9Q: 3 clusters Score -373831.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -374094.000000 Penalty: 2908.881104
	Iteration 10Q: 3 clusters Score -374094 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -374269.750000 Penalty: 2908.881104
	Iteration 11Q: 3 clusters Score -374269.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -374395.843750 Penalty: 2908.881104
	Iteration 12Q: 3 clusters Score -374395.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -374486.656250 Penalty: 2908.881104
	Iteration 13Q: 3 clusters Score -374486.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -374555.781250 Penalty: 2908.881104
	Iteration 14Q: 3 clusters Score -374555.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -374606.687500 Penalty: 2908.881104
	Iteration 15Q: 3 clusters Score -374606.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -374648.031250 Penalty: 2908.881104
	Iteration 16Q: 3 clusters Score -374648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -374685.000000 Penalty: 2908.881104
	Iteration 17Q: 3 clusters Score -374685 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -374720.312500 Penalty: 2908.881104
	Iteration 18Q: 3 clusters Score -374720.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -374749.312500 Penalty: 2908.881104
	Iteration 19Q: 3 clusters Score -374749.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -374771.750000 Penalty: 2908.881104
	Iteration 20F: 3 clusters Score -374771.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -374792.593750 Penalty: 2908.881104
	Iteration 21Q: 3 clusters Score -374792.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -374809.000000 Penalty: 2908.881104
	Iteration 22Q: 3 clusters Score -374809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -374820.812500 Penalty: 2908.881104
	Iteration 23Q: 3 clusters Score -374820.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -374832.156250 Penalty: 2908.881104
	Iteration 24Q: 3 clusters Score -374832.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -374841.500000 Penalty: 2908.881104
	Iteration 25Q: 3 clusters Score -374841.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -374847.906250 Penalty: 2908.881104
	Iteration 26Q: 3 clusters Score -374847.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -374855.250000 Penalty: 2908.881104
	Iteration 27Q: 3 clusters Score -374855.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -374859.500000 Penalty: 2908.881104
	Iteration 28Q: 3 clusters Score -374859.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -374860.312500 Penalty: 2908.881104
	Iteration 29Q: 3 clusters Score -374860.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -374861.031250 Penalty: 2908.881104
	Iteration 30Q: 3 clusters Score -374861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -374861.656250 Penalty: 2908.881104
	Iteration 31Q: 3 clusters Score -374861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -374862.000000 Penalty: 2908.881104
	Iteration 32Q: 3 clusters Score -374862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -374862.843750 Penalty: 2908.881104
	Iteration 33Q: 3 clusters Score -374862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -374866.031250 Penalty: 2908.881104
	Iteration 34Q: 3 clusters Score -374866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -374866.468750 Penalty: 2908.881104
	Iteration 35Q: 3 clusters Score -374866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -374869.062500 Penalty: 2908.881104
	Iteration 36Q: 3 clusters Score -374869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -374870.468750 Penalty: 2908.881104
	Iteration 37Q: 3 clusters Score -374870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -374871.031250 Penalty: 2908.881104
	Iteration 38Q: 3 clusters Score -374871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -374870.968750 Penalty: 2908.881104
	Iteration 39Q: 3 clusters Score -374871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -374871.156250 Penalty: 2908.881104
	Iteration 40F: 3 clusters Score -374871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -374873.000000 Penalty: 2908.881104
	Iteration 41Q: 3 clusters Score -374873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -374873.437500 Penalty: 2908.881104
	Iteration 42Q: 3 clusters Score -374873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -374873.875000 Penalty: 2908.881104
	Iteration 43Q: 3 clusters Score -374873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -374874.406250 Penalty: 2908.881104
	Iteration 44Q: 3 clusters Score -374874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -374875.187500 Penalty: 2908.881104
	Iteration 45Q: 3 clusters Score -374875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -374875.375000 Penalty: 2908.881104
	Iteration 46Q: 3 clusters Score -374875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -374876.156250 Penalty: 2908.881104
	Iteration 47Q: 3 clusters Score -374876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -374876.062500 Penalty: 2908.881104
	Iteration 48Q: 3 clusters Score -374876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -374876.781250 Penalty: 2908.881104
	Iteration 49Q: 3 clusters Score -374876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -374876.750000 Penalty: 2908.881104
	Iteration 50Q: 3 clusters Score -374876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -374878.000000 Penalty: 2908.881104
	Iteration 51Q: 3 clusters Score -374878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -374878.750000 Penalty: 2908.881104
	Iteration 52Q: 3 clusters Score -374878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -374879.312500 Penalty: 2908.881104
	Iteration 53Q: 3 clusters Score -374879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -374880.031250 Penalty: 2908.881104
	Iteration 54Q: 3 clusters Score -374880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -374880.625000 Penalty: 2908.881104
	Iteration 55Q: 3 clusters Score -374880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -374880.937500 Penalty: 2908.881104
	Iteration 56Q: 3 clusters Score -374880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -374881.250000 Penalty: 2908.881104
	Iteration 57Q: 3 clusters Score -374881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -374881.562500 Penalty: 2908.881104
	Iteration 58Q: 3 clusters Score -374881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -374881.218750 Penalty: 2908.881104
	Iteration 59Q: 3 clusters Score -374881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -374881.968750 Penalty: 2908.881104
	Iteration 60F: 3 clusters Score -374882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -374883.093750 Penalty: 2908.881104
	Iteration 61Q: 3 clusters Score -374883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -374883.093750 Penalty: 2908.881104
	Iteration 62Q: 3 clusters Score -374883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -374883.281250 Penalty: 2908.881104
	Iteration 63Q: 3 clusters Score -374883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -374882.343750 Penalty: 2908.881104
	Iteration 64Q: 3 clusters Score -374882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -374882.593750 Penalty: 2908.881104
	Iteration 65Q: 3 clusters Score -374882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -374883.000000 Penalty: 2908.881104
	Iteration 66Q: 3 clusters Score -374883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -374885.718750 Penalty: 2908.881104
	Iteration 67Q: 3 clusters Score -374885.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -374888.093750 Penalty: 2908.881104
	Iteration 68Q: 3 clusters Score -374888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -374888.625000 Penalty: 2908.881104
	Iteration 69Q: 3 clusters Score -374888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -374889.500000 Penalty: 2908.881104
	Iteration 70Q: 3 clusters Score -374889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -374889.687500 Penalty: 2908.881104
	Iteration 71Q: 3 clusters Score -374889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -374889.562500 Penalty: 2908.881104
	Iteration 72Q: 3 clusters Score -374889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -374890.843750 Penalty: 2908.881104
	Iteration 73Q: 3 clusters Score -374890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -374891.187500 Penalty: 2908.881104
	Iteration 74Q: 3 clusters Score -374891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -374892.000000 Penalty: 2908.881104
	Iteration 75Q: 3 clusters Score -374892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -374892.062500 Penalty: 2908.881104
	Iteration 76Q: 3 clusters Score -374892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -374892.062500 Penalty: 2908.881104
	Iteration 77F: 3 clusters Score -374892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (581841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581841 members 
Entering Unmasked Estep 
Score: -27531648.000000 Penalty: 2157.017334
	Iteration 0F: 2 clusters Score -2.753165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291012 members 
Mstep: Class 2 contains 290829 members 
Entering Unmasked Estep 
Score: -27137298.000000 Penalty: 4314.034668
	Iteration 0F: 3 clusters Score -2.71373e+07 nChanged 286131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289323 members 
Mstep: Class 2 contains 292518 members 
Entering Unmasked Estep 
Score: -27311252.000000 Penalty: 4314.034668
	Iteration 1F: 3 clusters Score -2.731125e+07 nChanged 14775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287840 members 
Mstep: Class 2 contains 294001 members 
Entering Unmasked Estep 
Score: -27314328.000000 Penalty: 4314.034668
	Iteration 2Q: 3 clusters Score -2.731433e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285398 members 
Mstep: Class 2 contains 296443 members 
Entering Unmasked Estep 
Score: -27317644.000000 Penalty: 4314.034668
	Iteration 3Q: 3 clusters Score -2.731764e+07 nChanged 17915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281729 members 
Mstep: Class 2 contains 300112 members 
Entering Unmasked Estep 
Score: -27321818.000000 Penalty: 4314.034668
	Iteration 4Q: 3 clusters Score -2.732182e+07 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276267 members 
Mstep: Class 2 contains 305574 members 
Entering Unmasked Estep 
Score: -27327342.000000 Penalty: 4314.034668
	Iteration 5Q: 3 clusters Score -2.732734e+07 nChanged 22824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268415 members 
Mstep: Class 2 contains 313426 members 
Entering Unmasked Estep 
Score: -27335252.000000 Penalty: 4314.034668
	Iteration 6Q: 3 clusters Score -2.733525e+07 nChanged 26488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257377 members 
Mstep: Class 2 contains 324464 members 
Entering Unmasked Estep 
Score: -27347446.000000 Penalty: 4314.034668
	Iteration 7Q: 3 clusters Score -2.734745e+07 nChanged 30835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243044 members 
Mstep: Class 2 contains 338797 members 
Entering Unmasked Estep 
Score: -27367854.000000 Penalty: 4314.034668
	Iteration 8F: 3 clusters Score -2.736785e+07 nChanged 35226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227298 members 
Mstep: Class 2 contains 354543 members 
Entering Unmasked Estep 
Score: -27397344.000000 Penalty: 4314.034668
	Iteration 9F: 3 clusters Score -2.739734e+07 nChanged 36280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213310 members 
Mstep: Class 2 contains 368531 members 
Entering Unmasked Estep 
Score: -27426496.000000 Penalty: 4314.034668
	Iteration 10F: 3 clusters Score -2.74265e+07 nChanged 29607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202919 members 
Mstep: Class 2 contains 378922 members 
Entering Unmasked Estep 
Score: -27442912.000000 Penalty: 4314.034668
	Iteration 11F: 3 clusters Score -2.744291e+07 nChanged 18540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194043 members 
Mstep: Class 2 contains 387798 members 
Entering Unmasked Estep 
Score: -27449124.000000 Penalty: 4314.034668
	Iteration 12Q: 3 clusters Score -2.744912e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185394 members 
Mstep: Class 2 contains 396447 members 
Entering Unmasked Estep 
Score: -27452294.000000 Penalty: 4314.034668
	Iteration 13Q: 3 clusters Score -2.745229e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176505 members 
Mstep: Class 2 contains 405336 members 
Entering Unmasked Estep 
Score: -27454986.000000 Penalty: 4314.034668
	Iteration 14Q: 3 clusters Score -2.745499e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 414448 members 
Entering Unmasked Estep 
Score: -27457582.000000 Penalty: 4314.034668
	Iteration 15Q: 3 clusters Score -2.745758e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158101 members 
Mstep: Class 2 contains 423740 members 
Entering Unmasked Estep 
Score: -27460422.000000 Penalty: 4314.034668
	Iteration 16Q: 3 clusters Score -2.746042e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 433091 members 
Entering Unmasked Estep 
Score: -27462800.000000 Penalty: 4314.034668
	Iteration 17Q: 3 clusters Score -2.74628e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139155 members 
Mstep: Class 2 contains 442686 members 
Entering Unmasked Estep 
Score: -27465910.000000 Penalty: 4314.034668
	Iteration 18Q: 3 clusters Score -2.746591e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129304 members 
Mstep: Class 2 contains 452537 members 
Entering Unmasked Estep 
Score: -27469114.000000 Penalty: 4314.034668
	Iteration 19Q: 3 clusters Score -2.746911e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 462560 members 
Entering Unmasked Estep 
Score: -27472410.000000 Penalty: 4314.034668
	Iteration 20F: 3 clusters Score -2.747241e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 472653 members 
Entering Unmasked Estep 
Score: -27476046.000000 Penalty: 4314.034668
	Iteration 21Q: 3 clusters Score -2.747605e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 482752 members 
Entering Unmasked Estep 
Score: -27479720.000000 Penalty: 4314.034668
	Iteration 22Q: 3 clusters Score -2.747972e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 492948 members 
Entering Unmasked Estep 
Score: -27483920.000000 Penalty: 4314.034668
	Iteration 23Q: 3 clusters Score -2.748392e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 503099 members 
Entering Unmasked Estep 
Score: -27487904.000000 Penalty: 4314.034668
	Iteration 24Q: 3 clusters Score -2.74879e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 512986 members 
Entering Unmasked Estep 
Score: -27492092.000000 Penalty: 4314.034668
	Iteration 25Q: 3 clusters Score -2.749209e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 522402 members 
Entering Unmasked Estep 
Score: -27496720.000000 Penalty: 4314.034668
	Iteration 26Q: 3 clusters Score -2.749672e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 531395 members 
Entering Unmasked Estep 
Score: -27500978.000000 Penalty: 4314.034668
	Iteration 27Q: 3 clusters Score -2.750098e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 540052 members 
Entering Unmasked Estep 
Score: -27505550.000000 Penalty: 4314.034668
	Iteration 28Q: 3 clusters Score -2.750555e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 548219 members 
Entering Unmasked Estep 
Score: -27509810.000000 Penalty: 4314.034668
	Iteration 29Q: 3 clusters Score -2.750981e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 555639 members 
Entering Unmasked Estep 
Score: -27514188.000000 Penalty: 4314.034668
	Iteration 30Q: 3 clusters Score -2.751419e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 562089 members 
Entering Unmasked Estep 
Score: -27518054.000000 Penalty: 4314.034668
	Iteration 31Q: 3 clusters Score -2.751805e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 567600 members 
Entering Unmasked Estep 
Score: -27521466.000000 Penalty: 4314.034668
	Iteration 32Q: 3 clusters Score -2.752147e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 571950 members 
Entering Unmasked Estep 
Score: -27524248.000000 Penalty: 4314.034668
	Iteration 33Q: 3 clusters Score -2.752425e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 575120 members 
Entering Unmasked Estep 
Score: -27526250.000000 Penalty: 4314.034668
	Iteration 34Q: 3 clusters Score -2.752625e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 577316 members 
Entering Unmasked Estep 
Score: -27527636.000000 Penalty: 4314.034668
	Iteration 35Q: 3 clusters Score -2.752764e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 578755 members 
Entering Unmasked Estep 
Score: -27528576.000000 Penalty: 4314.034668
	Iteration 36Q: 3 clusters Score -2.752858e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 579646 members 
Entering Unmasked Estep 
Score: -27529050.000000 Penalty: 4314.034668
	Iteration 37Q: 3 clusters Score -2.752905e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 580186 members 
Entering Unmasked Estep 
Score: -27529414.000000 Penalty: 4314.034668
	Iteration 38Q: 3 clusters Score -2.752941e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 580509 members 
Entering Unmasked Estep 
Score: -27529646.000000 Penalty: 4314.034668
	Iteration 39Q: 3 clusters Score -2.752965e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 580709 members 
Entering Unmasked Estep 
Score: -27529736.000000 Penalty: 4314.034668
	Iteration 40F: 3 clusters Score -2.752974e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 580835 members 
Entering Unmasked Estep 
Score: -27529864.000000 Penalty: 4314.034668
	Iteration 41Q: 3 clusters Score -2.752986e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 580927 members 
Entering Unmasked Estep 
Score: -27529922.000000 Penalty: 4314.034668
	Iteration 42Q: 3 clusters Score -2.752992e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 580997 members 
Entering Unmasked Estep 
Score: -27529956.000000 Penalty: 4314.034668
	Iteration 43Q: 3 clusters Score -2.752996e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 581026 members 
Entering Unmasked Estep 
Score: -27529976.000000 Penalty: 4314.034668
	Iteration 44Q: 3 clusters Score -2.752998e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 581056 members 
Entering Unmasked Estep 
Score: -27529990.000000 Penalty: 4314.034668
	Iteration 45Q: 3 clusters Score -2.752999e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 581070 members 
Entering Unmasked Estep 
Score: -27529998.000000 Penalty: 4314.034668
	Iteration 46Q: 3 clusters Score -2.753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 581082 members 
Entering Unmasked Estep 
Score: -27530018.000000 Penalty: 4314.034668
	Iteration 47Q: 3 clusters Score -2.753002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 581092 members 
Entering Unmasked Estep 
Score: -27530034.000000 Penalty: 4314.034668
	Iteration 48Q: 3 clusters Score -2.753003e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 581108 members 
Entering Unmasked Estep 
Score: -27530034.000000 Penalty: 4314.034668
	Iteration 49Q: 3 clusters Score -2.753003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 581122 members 
Entering Unmasked Estep 
Score: -27530054.000000 Penalty: 4314.034668
	Iteration 50Q: 3 clusters Score -2.753005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 581129 members 
Entering Unmasked Estep 
Score: -27530076.000000 Penalty: 4314.034668
	Iteration 51Q: 3 clusters Score -2.753008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 581137 members 
Entering Unmasked Estep 
Score: -27530078.000000 Penalty: 4314.034668
	Iteration 52Q: 3 clusters Score -2.753008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 581143 members 
Entering Unmasked Estep 
Score: -27530060.000000 Penalty: 4314.034668
	Iteration 53Q: 3 clusters Score -2.753006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 581153 members 
Entering Unmasked Estep 
Score: -27530084.000000 Penalty: 4314.034668
	Iteration 54Q: 3 clusters Score -2.753008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 581159 members 
Entering Unmasked Estep 
Score: -27530096.000000 Penalty: 4314.034668
	Iteration 55Q: 3 clusters Score -2.75301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 581174 members 
Entering Unmasked Estep 
Score: -27530112.000000 Penalty: 4314.034668
	Iteration 56Q: 3 clusters Score -2.753011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 581183 members 
Entering Unmasked Estep 
Score: -27530098.000000 Penalty: 4314.034668
	Iteration 57Q: 3 clusters Score -2.75301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 581190 members 
Entering Unmasked Estep 
Score: -27530108.000000 Penalty: 4314.034668
	Iteration 58Q: 3 clusters Score -2.753011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 581197 members 
Entering Unmasked Estep 
Score: -27530100.000000 Penalty: 4314.034668
	Iteration 59Q: 3 clusters Score -2.75301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 581200 members 
Entering Unmasked Estep 
Score: -27530108.000000 Penalty: 4314.034668
	Iteration 60F: 3 clusters Score -2.753011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 581202 members 
Entering Unmasked Estep 
Score: -27530100.000000 Penalty: 4314.034668
	Iteration 61Q: 3 clusters Score -2.75301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 581205 members 
Entering Unmasked Estep 
Score: -27530118.000000 Penalty: 4314.034668
	Iteration 62Q: 3 clusters Score -2.753012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 581205 members 
Entering Unmasked Estep 
Score: -27530118.000000 Penalty: 4314.034668
	Iteration 63F: 3 clusters Score -2.753012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -158232.343750 Penalty: 1314.241577
	Iteration 0F: 2 clusters Score -158232.3 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 1622 members 
Entering Unmasked Estep 
Score: -155355.718750 Penalty: 2628.483154
	Iteration 0F: 3 clusters Score -155355.7 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -156051.437500 Penalty: 2628.483154
	Iteration 1F: 3 clusters Score -156051.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -156257.296875 Penalty: 2628.483154
	Iteration 2F: 3 clusters Score -156257.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -156386.796875 Penalty: 2628.483154
	Iteration 3F: 3 clusters Score -156386.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -156473.546875 Penalty: 2628.483154
	Iteration 4Q: 3 clusters Score -156473.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -156552.468750 Penalty: 2628.483154
	Iteration 5Q: 3 clusters Score -156552.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -156627.359375 Penalty: 2628.483154
	Iteration 6Q: 3 clusters Score -156627.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -156697.703125 Penalty: 2628.483154
	Iteration 7Q: 3 clusters Score -156697.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -156777.687500 Penalty: 2628.483154
	Iteration 8Q: 3 clusters Score -156777.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -156842.234375 Penalty: 2628.483154
	Iteration 9Q: 3 clusters Score -156842.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -156900.468750 Penalty: 2628.483154
	Iteration 10Q: 3 clusters Score -156900.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -156946.703125 Penalty: 2628.483154
	Iteration 11Q: 3 clusters Score -156946.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -156988.234375 Penalty: 2628.483154
	Iteration 12Q: 3 clusters Score -156988.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -157012.156250 Penalty: 2628.483154
	Iteration 13Q: 3 clusters Score -157012.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -157032.937500 Penalty: 2628.483154
	Iteration 14Q: 3 clusters Score -157032.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -157046.437500 Penalty: 2628.483154
	Iteration 15Q: 3 clusters Score -157046.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -157055.640625 Penalty: 2628.483154
	Iteration 16Q: 3 clusters Score -157055.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -157071.671875 Penalty: 2628.483154
	Iteration 17Q: 3 clusters Score -157071.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -157087.265625 Penalty: 2628.483154
	Iteration 18Q: 3 clusters Score -157087.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -157099.078125 Penalty: 2628.483154
	Iteration 19Q: 3 clusters Score -157099.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -157109.687500 Penalty: 2628.483154
	Iteration 20F: 3 clusters Score -157109.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -157117.281250 Penalty: 2628.483154
	Iteration 21Q: 3 clusters Score -157117.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -157121.843750 Penalty: 2628.483154
	Iteration 22Q: 3 clusters Score -157121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -157123.937500 Penalty: 2628.483154
	Iteration 23Q: 3 clusters Score -157123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -157125.500000 Penalty: 2628.483154
	Iteration 24Q: 3 clusters Score -157125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -157127.218750 Penalty: 2628.483154
	Iteration 25Q: 3 clusters Score -157127.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -157129.296875 Penalty: 2628.483154
	Iteration 26Q: 3 clusters Score -157129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -157132.093750 Penalty: 2628.483154
	Iteration 27Q: 3 clusters Score -157132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -157134.765625 Penalty: 2628.483154
	Iteration 28Q: 3 clusters Score -157134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157139.078125 Penalty: 2628.483154
	Iteration 29Q: 3 clusters Score -157139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -157142.687500 Penalty: 2628.483154
	Iteration 30Q: 3 clusters Score -157142.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -157144.000000 Penalty: 2628.483154
	Iteration 31Q: 3 clusters Score -157144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -157145.656250 Penalty: 2628.483154
	Iteration 32Q: 3 clusters Score -157145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -157145.859375 Penalty: 2628.483154
	Iteration 33Q: 3 clusters Score -157145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -157146.625000 Penalty: 2628.483154
	Iteration 34Q: 3 clusters Score -157146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -157147.687500 Penalty: 2628.483154
	Iteration 35Q: 3 clusters Score -157147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -157148.343750 Penalty: 2628.483154
	Iteration 36Q: 3 clusters Score -157148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -157148.687500 Penalty: 2628.483154
	Iteration 37Q: 3 clusters Score -157148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -157148.578125 Penalty: 2628.483154
	Iteration 38Q: 3 clusters Score -157148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157149.500000 Penalty: 2628.483154
	Iteration 39Q: 3 clusters Score -157149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -157149.390625 Penalty: 2628.483154
	Iteration 40F: 3 clusters Score -157149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Entering Unmasked Estep 
Score: -184689.953125 Penalty: 1339.832275
	Iteration 0F: 2 clusters Score -184690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -181447.984375 Penalty: 2679.664551
	Iteration 0F: 3 clusters Score -181448 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -182228.890625 Penalty: 2679.664551
	Iteration 1F: 3 clusters Score -182228.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -182369.765625 Penalty: 2679.664551
	Iteration 2F: 3 clusters Score -182369.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -182464.671875 Penalty: 2679.664551
	Iteration 3Q: 3 clusters Score -182464.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -182551.234375 Penalty: 2679.664551
	Iteration 4Q: 3 clusters Score -182551.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -182628.718750 Penalty: 2679.664551
	Iteration 5Q: 3 clusters Score -182628.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -182702.578125 Penalty: 2679.664551
	Iteration 6Q: 3 clusters Score -182702.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -182767.625000 Penalty: 2679.664551
	Iteration 7Q: 3 clusters Score -182767.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -182852.140625 Penalty: 2679.664551
	Iteration 8Q: 3 clusters Score -182852.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -182958.890625 Penalty: 2679.664551
	Iteration 9Q: 3 clusters Score -182958.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -183084.046875 Penalty: 2679.664551
	Iteration 10Q: 3 clusters Score -183084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -183182.328125 Penalty: 2679.664551
	Iteration 11Q: 3 clusters Score -183182.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -183269.046875 Penalty: 2679.664551
	Iteration 12Q: 3 clusters Score -183269 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -183349.265625 Penalty: 2679.664551
	Iteration 13Q: 3 clusters Score -183349.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -183433.328125 Penalty: 2679.664551
	Iteration 14Q: 3 clusters Score -183433.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -183493.109375 Penalty: 2679.664551
	Iteration 15Q: 3 clusters Score -183493.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -183536.359375 Penalty: 2679.664551
	Iteration 16Q: 3 clusters Score -183536.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -183576.937500 Penalty: 2679.664551
	Iteration 17Q: 3 clusters Score -183576.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -183597.656250 Penalty: 2679.664551
	Iteration 18Q: 3 clusters Score -183597.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -183610.406250 Penalty: 2679.664551
	Iteration 19Q: 3 clusters Score -183610.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -183619.125000 Penalty: 2679.664551
	Iteration 20F: 3 clusters Score -183619.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -183626.171875 Penalty: 2679.664551
	Iteration 21Q: 3 clusters Score -183626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -183629.015625 Penalty: 2679.664551
	Iteration 22Q: 3 clusters Score -183629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -183631.328125 Penalty: 2679.664551
	Iteration 23Q: 3 clusters Score -183631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -183633.859375 Penalty: 2679.664551
	Iteration 24Q: 3 clusters Score -183633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -183636.296875 Penalty: 2679.664551
	Iteration 25Q: 3 clusters Score -183636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -183636.531250 Penalty: 2679.664551
	Iteration 26Q: 3 clusters Score -183636.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -183637.000000 Penalty: 2679.664551
	Iteration 27Q: 3 clusters Score -183637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -183637.000000 Penalty: 2679.664551
	Iteration 28F: 3 clusters Score -183637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -239104.546875 Penalty: 1371.304810
	Iteration 0F: 2 clusters Score -239104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -235312.718750 Penalty: 2742.609619
	Iteration 0F: 3 clusters Score -235312.7 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -236328.078125 Penalty: 2742.609619
	Iteration 1F: 3 clusters Score -236328.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -236463.250000 Penalty: 2742.609619
	Iteration 2F: 3 clusters Score -236463.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -236552.187500 Penalty: 2742.609619
	Iteration 3Q: 3 clusters Score -236552.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -236613.375000 Penalty: 2742.609619
	Iteration 4Q: 3 clusters Score -236613.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -236649.109375 Penalty: 2742.609619
	Iteration 5Q: 3 clusters Score -236649.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -236676.343750 Penalty: 2742.609619
	Iteration 6Q: 3 clusters Score -236676.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -236699.671875 Penalty: 2742.609619
	Iteration 7Q: 3 clusters Score -236699.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -236722.625000 Penalty: 2742.609619
	Iteration 8Q: 3 clusters Score -236722.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -236742.703125 Penalty: 2742.609619
	Iteration 9Q: 3 clusters Score -236742.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -236763.984375 Penalty: 2742.609619
	Iteration 10Q: 3 clusters Score -236764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -236781.468750 Penalty: 2742.609619
	Iteration 11Q: 3 clusters Score -236781.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -236798.796875 Penalty: 2742.609619
	Iteration 12Q: 3 clusters Score -236798.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -236816.343750 Penalty: 2742.609619
	Iteration 13Q: 3 clusters Score -236816.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -236836.078125 Penalty: 2742.609619
	Iteration 14Q: 3 clusters Score -236836.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -236858.328125 Penalty: 2742.609619
	Iteration 15Q: 3 clusters Score -236858.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -236881.390625 Penalty: 2742.609619
	Iteration 16Q: 3 clusters Score -236881.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -236906.875000 Penalty: 2742.609619
	Iteration 17Q: 3 clusters Score -236906.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -236934.187500 Penalty: 2742.609619
	Iteration 18Q: 3 clusters Score -236934.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -236966.609375 Penalty: 2742.609619
	Iteration 19Q: 3 clusters Score -236966.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -237001.828125 Penalty: 2742.609619
	Iteration 20F: 3 clusters Score -237001.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -237035.718750 Penalty: 2742.609619
	Iteration 21Q: 3 clusters Score -237035.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -237076.281250 Penalty: 2742.609619
	Iteration 22Q: 3 clusters Score -237076.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -237124.265625 Penalty: 2742.609619
	Iteration 23Q: 3 clusters Score -237124.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -237175.250000 Penalty: 2742.609619
	Iteration 24Q: 3 clusters Score -237175.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -237225.796875 Penalty: 2742.609619
	Iteration 25Q: 3 clusters Score -237225.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237282.093750 Penalty: 2742.609619
	Iteration 26Q: 3 clusters Score -237282.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -237355.343750 Penalty: 2742.609619
	Iteration 27Q: 3 clusters Score -237355.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -237434.281250 Penalty: 2742.609619
	Iteration 28Q: 3 clusters Score -237434.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -237519.187500 Penalty: 2742.609619
	Iteration 29Q: 3 clusters Score -237519.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -237593.218750 Penalty: 2742.609619
	Iteration 30Q: 3 clusters Score -237593.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -237658.375000 Penalty: 2742.609619
	Iteration 31Q: 3 clusters Score -237658.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -237721.765625 Penalty: 2742.609619
	Iteration 32Q: 3 clusters Score -237721.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -237766.156250 Penalty: 2742.609619
	Iteration 33Q: 3 clusters Score -237766.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -237798.781250 Penalty: 2742.609619
	Iteration 34Q: 3 clusters Score -237798.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -237824.906250 Penalty: 2742.609619
	Iteration 35Q: 3 clusters Score -237824.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -237842.640625 Penalty: 2742.609619
	Iteration 36Q: 3 clusters Score -237842.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -237859.500000 Penalty: 2742.609619
	Iteration 37Q: 3 clusters Score -237859.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -237873.546875 Penalty: 2742.609619
	Iteration 38Q: 3 clusters Score -237873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -237882.609375 Penalty: 2742.609619
	Iteration 39Q: 3 clusters Score -237882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -237889.968750 Penalty: 2742.609619
	Iteration 40F: 3 clusters Score -237890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -237895.609375 Penalty: 2742.609619
	Iteration 41Q: 3 clusters Score -237895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -237899.140625 Penalty: 2742.609619
	Iteration 42Q: 3 clusters Score -237899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -237905.125000 Penalty: 2742.609619
	Iteration 43Q: 3 clusters Score -237905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -237908.078125 Penalty: 2742.609619
	Iteration 44Q: 3 clusters Score -237908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -237910.359375 Penalty: 2742.609619
	Iteration 45Q: 3 clusters Score -237910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -237912.500000 Penalty: 2742.609619
	Iteration 46Q: 3 clusters Score -237912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -237914.406250 Penalty: 2742.609619
	Iteration 47Q: 3 clusters Score -237914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -237915.187500 Penalty: 2742.609619
	Iteration 48Q: 3 clusters Score -237915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -237915.734375 Penalty: 2742.609619
	Iteration 49Q: 3 clusters Score -237915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -237915.734375 Penalty: 2742.609619
	Iteration 50F: 3 clusters Score -237915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -262262.750000 Penalty: 1412.529663
	Iteration 0F: 2 clusters Score -262262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -257665.546875 Penalty: 2825.059326
	Iteration 0F: 3 clusters Score -257665.5 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -259000.937500 Penalty: 2825.059326
	Iteration 1F: 3 clusters Score -259000.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -259170.390625 Penalty: 2825.059326
	Iteration 2F: 3 clusters Score -259170.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -259297.062500 Penalty: 2825.059326
	Iteration 3Q: 3 clusters Score -259297.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -259444.578125 Penalty: 2825.059326
	Iteration 4Q: 3 clusters Score -259444.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -259621.953125 Penalty: 2825.059326
	Iteration 5Q: 3 clusters Score -259622 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -259816.453125 Penalty: 2825.059326
	Iteration 6Q: 3 clusters Score -259816.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -260128.312500 Penalty: 2825.059326
	Iteration 7F: 3 clusters Score -260128.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -260542.796875 Penalty: 2825.059326
	Iteration 8F: 3 clusters Score -260542.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -260932.828125 Penalty: 2825.059326
	Iteration 9F: 3 clusters Score -260932.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -261198.093750 Penalty: 2825.059326
	Iteration 10Q: 3 clusters Score -261198.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -261333.281250 Penalty: 2825.059326
	Iteration 11Q: 3 clusters Score -261333.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -261393.390625 Penalty: 2825.059326
	Iteration 12Q: 3 clusters Score -261393.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -261425.921875 Penalty: 2825.059326
	Iteration 13Q: 3 clusters Score -261425.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -261465.906250 Penalty: 2825.059326
	Iteration 14Q: 3 clusters Score -261465.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -261490.312500 Penalty: 2825.059326
	Iteration 15Q: 3 clusters Score -261490.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -261504.859375 Penalty: 2825.059326
	Iteration 16Q: 3 clusters Score -261504.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -261516.343750 Penalty: 2825.059326
	Iteration 17Q: 3 clusters Score -261516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -261524.796875 Penalty: 2825.059326
	Iteration 18Q: 3 clusters Score -261524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -261528.671875 Penalty: 2825.059326
	Iteration 19Q: 3 clusters Score -261528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -261529.921875 Penalty: 2825.059326
	Iteration 20F: 3 clusters Score -261529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8712 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22410 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14160 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581841 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539360.000000 Penalty: 37573.226562
Iteration 279Q: 18 clusters Score -3.753936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8706 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14163 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581844 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539388.000000 Penalty: 37573.226562
Iteration 280F: 18 clusters Score -3.753939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14168 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581846 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539392.000000 Penalty: 37573.226562
Iteration 281Q: 18 clusters Score -3.753939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581844 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539416.000000 Penalty: 37573.226562
Iteration 282Q: 18 clusters Score -3.753942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14176 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581842 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539400.000000 Penalty: 37573.226562
Iteration 283Q: 18 clusters Score -3.75394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14184 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581842 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539408.000000 Penalty: 37573.226562
Iteration 284Q: 18 clusters Score -3.753941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8680 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14195 members 
Mstep: Class 11 contains 59375 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581839 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539404.000000 Penalty: 37573.226562
Iteration 285Q: 18 clusters Score -3.75394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8675 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14198 members 
Mstep: Class 11 contains 59375 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581841 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539416.000000 Penalty: 37573.226562
Iteration 286Q: 18 clusters Score -3.753942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8669 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65111 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14200 members 
Mstep: Class 11 contains 59375 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581844 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539396.000000 Penalty: 37573.226562
Iteration 287Q: 18 clusters Score -3.75394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8663 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65110 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14206 members 
Mstep: Class 11 contains 59375 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 15 contains 581844 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539388.000000 Penalty: 37573.226562
Iteration 288Q: 18 clusters Score -3.753939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 11003 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65108 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14209 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581845 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539360.000000 Penalty: 37573.226562
Iteration 289Q: 18 clusters Score -3.753936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8649 members 
Mstep: Class 3 contains 11005 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65106 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581844 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539368.000000 Penalty: 37573.226562
Iteration 290Q: 18 clusters Score -3.753937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8644 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65105 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14221 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581843 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539380.000000 Penalty: 37573.226562
Iteration 291Q: 18 clusters Score -3.753938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8642 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65102 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14227 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581840 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539376.000000 Penalty: 37573.226562
Iteration 292Q: 18 clusters Score -3.753938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65098 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14230 members 
Mstep: Class 11 contains 59380 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581842 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539384.000000 Penalty: 37573.226562
Iteration 293Q: 18 clusters Score -3.753938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14231 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581844 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539400.000000 Penalty: 37573.226562
Iteration 294Q: 18 clusters Score -3.75394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14232 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581846 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539384.000000 Penalty: 37573.226562
Iteration 295Q: 18 clusters Score -3.753938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14234 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581846 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539360.000000 Penalty: 37573.226562
Iteration 296Q: 18 clusters Score -3.753936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8622 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14237 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581847 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539336.000000 Penalty: 37573.226562
Iteration 297Q: 18 clusters Score -3.753934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581848 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539324.000000 Penalty: 37573.226562
Iteration 298Q: 18 clusters Score -3.753932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14246 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581848 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539300.000000 Penalty: 37573.226562
Iteration 299Q: 18 clusters Score -3.75393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65095 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581843 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539324.000000 Penalty: 37573.226562
Iteration 300F: 18 clusters Score -3.753932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65095 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14253 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581843 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539324.000000 Penalty: 37573.226562
Iteration 301Q: 18 clusters Score -3.753932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65094 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581845 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539300.000000 Penalty: 37573.226562
Iteration 302Q: 18 clusters Score -3.75393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8598 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65092 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581850 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539284.000000 Penalty: 37573.226562
Iteration 303Q: 18 clusters Score -3.753928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65091 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581848 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539268.000000 Penalty: 37573.226562
Iteration 304Q: 18 clusters Score -3.753927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65091 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581846 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539280.000000 Penalty: 37573.226562
Iteration 305Q: 18 clusters Score -3.753928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65091 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581844 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539284.000000 Penalty: 37573.226562
Iteration 306Q: 18 clusters Score -3.753928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8592 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65091 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581841 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539296.000000 Penalty: 37573.226562
Iteration 307Q: 18 clusters Score -3.75393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65091 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581837 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539288.000000 Penalty: 37573.226562
Iteration 308Q: 18 clusters Score -3.753929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8591 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65092 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581838 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539292.000000 Penalty: 37573.226562
Iteration 309Q: 18 clusters Score -3.753929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8589 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65094 members 
Mstep: Class 6 contains 22407 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581837 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539280.000000 Penalty: 37573.226562
Iteration 310Q: 18 clusters Score -3.753928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65095 members 
Mstep: Class 6 contains 22406 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581832 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539300.000000 Penalty: 37573.226562
Iteration 311Q: 18 clusters Score -3.75393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22404 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581831 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 312Q: 18 clusters Score -3.753932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8598 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22401 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14281 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581831 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 313Q: 18 clusters Score -3.753932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8596 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22397 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581838 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539344.000000 Penalty: 37573.226562
Iteration 314Q: 18 clusters Score -3.753934e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8591 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22394 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14289 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581843 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4611 members 
Mstep: Class 20 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539324.000000 Penalty: 37573.226562
Iteration 315Q: 18 clusters Score -3.753932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8591 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22389 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581849 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4606 members 
Mstep: Class 20 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 316Q: 18 clusters Score -3.753932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8584 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22386 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14299 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581857 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 20 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539312.000000 Penalty: 37573.226562
Iteration 317Q: 18 clusters Score -3.753931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8581 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65097 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581856 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 20 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539308.000000 Penalty: 37573.226562
Iteration 318Q: 18 clusters Score -3.753931e+07 nChanged 28
Entering ConstructFrom: 
Score: -37539308.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -52759.316406 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -52759.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -51184.046875 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -51184.05 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -51539.578125 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -51539.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -51645.304688 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -51645.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -51696.171875 Penalty: 2288.458740
	Iteration 3Q: 3 clusters Score -51696.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -51719.761719 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -51719.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -51736.277344 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -51736.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -51750.769531 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -51750.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -51755.273438 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -51755.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -51761.183594 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -51761.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51766.261719 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -51766.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51773.585938 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -51773.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51780.976562 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -51780.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -51789.136719 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -51789.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51797.906250 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -51797.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51802.792969 Penalty: 2288.458740
	Iteration 14Q: 3 clusters Score -51802.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -51804.980469 Penalty: 2288.458740
	Iteration 15Q: 3 clusters Score -51804.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51807.503906 Penalty: 2288.458740
	Iteration 16Q: 3 clusters Score -51807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51812.117188 Penalty: 2288.458740
	Iteration 17Q: 3 clusters Score -51812.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51815.988281 Penalty: 2288.458740
	Iteration 18Q: 3 clusters Score -51815.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -51818.808594 Penalty: 2288.458740
	Iteration 19Q: 3 clusters Score -51818.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -51820.980469 Penalty: 2288.458740
	Iteration 20F: 3 clusters Score -51820.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -51821.628906 Penalty: 2288.458740
	Iteration 21Q: 3 clusters Score -51821.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51822.082031 Penalty: 2288.458740
	Iteration 22Q: 3 clusters Score -51822.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51822.082031 Penalty: 2288.458740
	Iteration 23F: 3 clusters Score -51822.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -408857.187500 Penalty: 1471.603638
	Iteration 0F: 2 clusters Score -408857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -402607.687500 Penalty: 2943.207275
	Iteration 0F: 3 clusters Score -402607.7 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -404562.156250 Penalty: 2943.207275
	Iteration 1F: 3 clusters Score -404562.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -404743.281250 Penalty: 2943.207275
	Iteration 2F: 3 clusters Score -404743.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -404887.218750 Penalty: 2943.207275
	Iteration 3Q: 3 clusters Score -404887.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -404998.406250 Penalty: 2943.207275
	Iteration 4Q: 3 clusters Score -404998.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -405103.437500 Penalty: 2943.207275
	Iteration 5Q: 3 clusters Score -405103.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -405232.031250 Penalty: 2943.207275
	Iteration 6Q: 3 clusters Score -405232 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -405373.687500 Penalty: 2943.207275
	Iteration 7Q: 3 clusters Score -405373.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -405518.718750 Penalty: 2943.207275
	Iteration 8Q: 3 clusters Score -405518.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -405668.156250 Penalty: 2943.207275
	Iteration 9Q: 3 clusters Score -405668.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -405831.062500 Penalty: 2943.207275
	Iteration 10Q: 3 clusters Score -405831.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -406038.312500 Penalty: 2943.207275
	Iteration 11Q: 3 clusters Score -406038.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -406286.312500 Penalty: 2943.207275
	Iteration 12Q: 3 clusters Score -406286.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -406568.468750 Penalty: 2943.207275
	Iteration 13Q: 3 clusters Score -406568.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -406851.156250 Penalty: 2943.207275
	Iteration 14Q: 3 clusters Score -406851.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -407045.718750 Penalty: 2943.207275
	Iteration 15Q: 3 clusters Score -407045.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -407169.062500 Penalty: 2943.207275
	Iteration 16Q: 3 clusters Score -407169.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -407248.656250 Penalty: 2943.207275
	Iteration 17Q: 3 clusters Score -407248.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -407329.750000 Penalty: 2943.207275
	Iteration 18Q: 3 clusters Score -407329.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -407397.125000 Penalty: 2943.207275
	Iteration 19Q: 3 clusters Score -407397.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -407464.281250 Penalty: 2943.207275
	Iteration 20F: 3 clusters Score -407464.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -407520.031250 Penalty: 2943.207275
	Iteration 21Q: 3 clusters Score -407520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -407560.406250 Penalty: 2943.207275
	Iteration 22Q: 3 clusters Score -407560.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -407600.468750 Penalty: 2943.207275
	Iteration 23Q: 3 clusters Score -407600.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -407636.750000 Penalty: 2943.207275
	Iteration 24Q: 3 clusters Score -407636.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -407669.250000 Penalty: 2943.207275
	Iteration 25Q: 3 clusters Score -407669.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -407699.718750 Penalty: 2943.207275
	Iteration 26Q: 3 clusters Score -407699.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -407726.781250 Penalty: 2943.207275
	Iteration 27Q: 3 clusters Score -407726.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -407746.187500 Penalty: 2943.207275
	Iteration 28Q: 3 clusters Score -407746.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -407759.406250 Penalty: 2943.207275
	Iteration 29Q: 3 clusters Score -407759.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -407769.062500 Penalty: 2943.207275
	Iteration 30Q: 3 clusters Score -407769.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -407777.250000 Penalty: 2943.207275
	Iteration 31Q: 3 clusters Score -407777.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -407785.562500 Penalty: 2943.207275
	Iteration 32Q: 3 clusters Score -407785.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -407796.468750 Penalty: 2943.207275
	Iteration 33Q: 3 clusters Score -407796.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -407803.843750 Penalty: 2943.207275
	Iteration 34Q: 3 clusters Score -407803.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -407807.593750 Penalty: 2943.207275
	Iteration 35Q: 3 clusters Score -407807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -407809.468750 Penalty: 2943.207275
	Iteration 36Q: 3 clusters Score -407809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -407811.281250 Penalty: 2943.207275
	Iteration 37Q: 3 clusters Score -407811.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -407813.250000 Penalty: 2943.207275
	Iteration 38Q: 3 clusters Score -407813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -407813.687500 Penalty: 2943.207275
	Iteration 39Q: 3 clusters Score -407813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -407812.968750 Penalty: 2943.207275
	Iteration 40F: 3 clusters Score -407813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -407813.968750 Penalty: 2943.207275
	Iteration 41Q: 3 clusters Score -407814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -407815.250000 Penalty: 2943.207275
	Iteration 42Q: 3 clusters Score -407815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -407815.968750 Penalty: 2943.207275
	Iteration 43Q: 3 clusters Score -407816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -407817.937500 Penalty: 2943.207275
	Iteration 44Q: 3 clusters Score -407817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -407819.750000 Penalty: 2943.207275
	Iteration 45Q: 3 clusters Score -407819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -407821.937500 Penalty: 2943.207275
	Iteration 46Q: 3 clusters Score -407821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -407823.375000 Penalty: 2943.207275
	Iteration 47Q: 3 clusters Score -407823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -407824.000000 Penalty: 2943.207275
	Iteration 48Q: 3 clusters Score -407824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -407824.218750 Penalty: 2943.207275
	Iteration 49Q: 3 clusters Score -407824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -407824.406250 Penalty: 2943.207275
	Iteration 50Q: 3 clusters Score -407824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -407824.250000 Penalty: 2943.207275
	Iteration 51Q: 3 clusters Score -407824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -407824.718750 Penalty: 2943.207275
	Iteration 52Q: 3 clusters Score -407824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -407825.875000 Penalty: 2943.207275
	Iteration 53Q: 3 clusters Score -407825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -407825.687500 Penalty: 2943.207275
	Iteration 54Q: 3 clusters Score -407825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -407825.625000 Penalty: 2943.207275
	Iteration 55Q: 3 clusters Score -407825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -407826.437500 Penalty: 2943.207275
	Iteration 56Q: 3 clusters Score -407826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -407826.562500 Penalty: 2943.207275
	Iteration 57Q: 3 clusters Score -407826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -407826.562500 Penalty: 2943.207275
	Iteration 58F: 3 clusters Score -407826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Entering Unmasked Estep 
Score: -543130.625000 Penalty: 1512.315918
	Iteration 0F: 2 clusters Score -543130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -535345.250000 Penalty: 3024.631836
	Iteration 0F: 3 clusters Score -535345.2 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -537922.562500 Penalty: 3024.631836
	Iteration 1F: 3 clusters Score -537922.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -538209.687500 Penalty: 3024.631836
	Iteration 2F: 3 clusters Score -538209.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -538440.937500 Penalty: 3024.631836
	Iteration 3Q: 3 clusters Score -538440.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -538651.687500 Penalty: 3024.631836
	Iteration 4Q: 3 clusters Score -538651.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -538864.375000 Penalty: 3024.631836
	Iteration 5Q: 3 clusters Score -538864.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -539082.562500 Penalty: 3024.631836
	Iteration 6Q: 3 clusters Score -539082.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -539323.750000 Penalty: 3024.631836
	Iteration 7Q: 3 clusters Score -539323.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -539577.375000 Penalty: 3024.631836
	Iteration 8Q: 3 clusters Score -539577.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -539825.000000 Penalty: 3024.631836
	Iteration 9Q: 3 clusters Score -539825 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -540041.375000 Penalty: 3024.631836
	Iteration 10Q: 3 clusters Score -540041.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -540240.125000 Penalty: 3024.631836
	Iteration 11Q: 3 clusters Score -540240.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -540465.375000 Penalty: 3024.631836
	Iteration 12Q: 3 clusters Score -540465.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -540675.000000 Penalty: 3024.631836
	Iteration 13Q: 3 clusters Score -540675 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -540853.687500 Penalty: 3024.631836
	Iteration 14Q: 3 clusters Score -540853.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -540994.562500 Penalty: 3024.631836
	Iteration 15Q: 3 clusters Score -540994.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -541097.312500 Penalty: 3024.631836
	Iteration 16Q: 3 clusters Score -541097.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -541179.750000 Penalty: 3024.631836
	Iteration 17Q: 3 clusters Score -541179.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -541241.437500 Penalty: 3024.631836
	Iteration 18Q: 3 clusters Score -541241.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -541288.375000 Penalty: 3024.631836
	Iteration 19Q: 3 clusters Score -541288.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -541332.187500 Penalty: 3024.631836
	Iteration 20F: 3 clusters Score -541332.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -541370.125000 Penalty: 3024.631836
	Iteration 21Q: 3 clusters Score -541370.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -541407.500000 Penalty: 3024.631836
	Iteration 22Q: 3 clusters Score -541407.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -541442.125000 Penalty: 3024.631836
	Iteration 23Q: 3 clusters Score -541442.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -541471.000000 Penalty: 3024.631836
	Iteration 24Q: 3 clusters Score -541471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -541500.937500 Penalty: 3024.631836
	Iteration 25Q: 3 clusters Score -541500.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -541534.812500 Penalty: 3024.631836
	Iteration 26Q: 3 clusters Score -541534.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -541569.687500 Penalty: 3024.631836
	Iteration 27Q: 3 clusters Score -541569.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -541597.125000 Penalty: 3024.631836
	Iteration 28Q: 3 clusters Score -541597.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -541617.875000 Penalty: 3024.631836
	Iteration 29Q: 3 clusters Score -541617.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -541642.625000 Penalty: 3024.631836
	Iteration 30Q: 3 clusters Score -541642.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -541666.062500 Penalty: 3024.631836
	Iteration 31Q: 3 clusters Score -541666.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -541683.500000 Penalty: 3024.631836
	Iteration 32Q: 3 clusters Score -541683.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -541701.375000 Penalty: 3024.631836
	Iteration 33Q: 3 clusters Score -541701.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -541714.937500 Penalty: 3024.631836
	Iteration 34Q: 3 clusters Score -541714.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -541723.312500 Penalty: 3024.631836
	Iteration 35Q: 3 clusters Score -541723.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -541731.875000 Penalty: 3024.631836
	Iteration 36Q: 3 clusters Score -541731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -541740.250000 Penalty: 3024.631836
	Iteration 37Q: 3 clusters Score -541740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -541747.687500 Penalty: 3024.631836
	Iteration 38Q: 3 clusters Score -541747.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -541753.812500 Penalty: 3024.631836
	Iteration 39Q: 3 clusters Score -541753.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -541759.312500 Penalty: 3024.631836
	Iteration 40F: 3 clusters Score -541759.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -541762.625000 Penalty: 3024.631836
	Iteration 41Q: 3 clusters Score -541762.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -541769.687500 Penalty: 3024.631836
	Iteration 42Q: 3 clusters Score -541769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -541774.000000 Penalty: 3024.631836
	Iteration 43Q: 3 clusters Score -541774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -541777.062500 Penalty: 3024.631836
	Iteration 44Q: 3 clusters Score -541777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -541779.812500 Penalty: 3024.631836
	Iteration 45Q: 3 clusters Score -541779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -541783.750000 Penalty: 3024.631836
	Iteration 46Q: 3 clusters Score -541783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -541791.375000 Penalty: 3024.631836
	Iteration 47Q: 3 clusters Score -541791.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -541797.437500 Penalty: 3024.631836
	Iteration 48Q: 3 clusters Score -541797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -541799.937500 Penalty: 3024.631836
	Iteration 49Q: 3 clusters Score -541799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -541802.250000 Penalty: 3024.631836
	Iteration 50Q: 3 clusters Score -541802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -541802.375000 Penalty: 3024.631836
	Iteration 51Q: 3 clusters Score -541802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -541803.437500 Penalty: 3024.631836
	Iteration 52Q: 3 clusters Score -541803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -541803.437500 Penalty: 3024.631836
	Iteration 53F: 3 clusters Score -541803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -193222.796875 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -193222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -190019.015625 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -190019 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -190750.703125 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -190750.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -190888.718750 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -190888.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -190972.312500 Penalty: 2673.462402
	Iteration 3Q: 3 clusters Score -190972.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -191023.062500 Penalty: 2673.462402
	Iteration 4Q: 3 clusters Score -191023.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -191071.593750 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -191071.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -191115.968750 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -191116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -191150.031250 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -191150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -191172.421875 Penalty: 2673.462402
	Iteration 8Q: 3 clusters Score -191172.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -191194.140625 Penalty: 2673.462402
	Iteration 9Q: 3 clusters Score -191194.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -191211.687500 Penalty: 2673.462402
	Iteration 10Q: 3 clusters Score -191211.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -191234.828125 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -191234.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -191256.375000 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -191256.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -191273.250000 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -191273.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -191294.437500 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -191294.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191319.312500 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -191319.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -191340.937500 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -191340.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -191365.562500 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -191365.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -191391.828125 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -191391.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -191419.093750 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -191419.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -191452.718750 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -191452.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -191500.968750 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -191501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -191548.937500 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -191548.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191598.671875 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -191598.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191664.500000 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -191664.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -191734.062500 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -191734.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -191796.984375 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -191797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -191848.015625 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -191848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -191881.593750 Penalty: 2673.462402
	Iteration 28Q: 3 clusters Score -191881.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -191918.484375 Penalty: 2673.462402
	Iteration 29Q: 3 clusters Score -191918.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -191945.703125 Penalty: 2673.462402
	Iteration 30Q: 3 clusters Score -191945.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -191968.546875 Penalty: 2673.462402
	Iteration 31Q: 3 clusters Score -191968.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -191983.140625 Penalty: 2673.462402
	Iteration 32Q: 3 clusters Score -191983.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -191995.859375 Penalty: 2673.462402
	Iteration 33Q: 3 clusters Score -191995.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -192009.390625 Penalty: 2673.462402
	Iteration 34Q: 3 clusters Score -192009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -192018.406250 Penalty: 2673.462402
	Iteration 35Q: 3 clusters Score -192018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -192024.171875 Penalty: 2673.462402
	Iteration 36Q: 3 clusters Score -192024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -192030.734375 Penalty: 2673.462402
	Iteration 37Q: 3 clusters Score -192030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -192032.437500 Penalty: 2673.462402
	Iteration 38Q: 3 clusters Score -192032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -192032.437500 Penalty: 2673.462402
	Iteration 39F: 3 clusters Score -192032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Entering Unmasked Estep 
Score: -3189542.000000 Penalty: 1801.092896
	Iteration 0F: 2 clusters Score -3189542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3146140.500000 Penalty: 3602.185791
	Iteration 0F: 3 clusters Score -3146140 nChanged 30743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -3164094.250000 Penalty: 3602.185791
	Iteration 1F: 3 clusters Score -3164094 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3165185.000000 Penalty: 3602.185791
	Iteration 2Q: 3 clusters Score -3165185 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -3166669.500000 Penalty: 3602.185791
	Iteration 3F: 3 clusters Score -3166670 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -3168799.000000 Penalty: 3602.185791
	Iteration 4F: 3 clusters Score -3168799 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -3171812.000000 Penalty: 3602.185791
	Iteration 5F: 3 clusters Score -3171812 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -3175798.500000 Penalty: 3602.185791
	Iteration 6F: 3 clusters Score -3175798 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -3179916.250000 Penalty: 3602.185791
	Iteration 7F: 3 clusters Score -3179916 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -3183100.000000 Penalty: 3602.185791
	Iteration 8F: 3 clusters Score -3183100 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -3185138.750000 Penalty: 3602.185791
	Iteration 9Q: 3 clusters Score -3185139 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -3186449.250000 Penalty: 3602.185791
	Iteration 10Q: 3 clusters Score -3186449 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -3187212.750000 Penalty: 3602.185791
	Iteration 11Q: 3 clusters Score -3187213 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -3187653.000000 Penalty: 3602.185791
	Iteration 12Q: 3 clusters Score -3187653 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -3187938.000000 Penalty: 3602.185791
	Iteration 13Q: 3 clusters Score -3187938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -3188070.250000 Penalty: 3602.185791
	Iteration 14Q: 3 clusters Score -3188070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -3188184.250000 Penalty: 3602.185791
	Iteration 15Q: 3 clusters Score -3188184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -3188251.000000 Penalty: 3602.185791
	Iteration 16Q: 3 clusters Score -3188251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -3188303.250000 Penalty: 3602.185791
	Iteration 17Q: 3 clusters Score -3188303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -3188337.750000 Penalty: 3602.185791
	Iteration 18Q: 3 clusters Score -3188338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -3188354.500000 Penalty: 3602.185791
	Iteration 19Q: 3 clusters Score -3188354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -3188368.500000 Penalty: 3602.185791
	Iteration 20F: 3 clusters Score -3188368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -3188379.500000 Penalty: 3602.185791
	Iteration 21Q: 3 clusters Score -3188380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -3188379.250000 Penalty: 3602.185791
	Iteration 22Q: 3 clusters Score -3188379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -3188391.000000 Penalty: 3602.185791
	Iteration 23Q: 3 clusters Score -3188391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -3188392.500000 Penalty: 3602.185791
	Iteration 24Q: 3 clusters Score -3188392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -3188393.000000 Penalty: 3602.185791
	Iteration 25Q: 3 clusters Score -3188393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -3188394.750000 Penalty: 3602.185791
	Iteration 26Q: 3 clusters Score -3188395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -3188395.000000 Penalty: 3602.185791
	Iteration 27Q: 3 clusters Score -3188395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -3188396.000000 Penalty: 3602.185791
	Iteration 28Q: 3 clusters Score -3188396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -3188390.750000 Penalty: 3602.185791
	Iteration 29Q: 3 clusters Score -3188391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -3188390.750000 Penalty: 3602.185791
	Iteration 30F: 3 clusters Score -3188391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Entering Unmasked Estep 
Score: -1088024.250000 Penalty: 1627.601929
	Iteration 0F: 2 clusters Score -1088024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1072857.500000 Penalty: 3255.203857
	Iteration 0F: 3 clusters Score -1072858 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1078389.625000 Penalty: 3255.203857
	Iteration 1F: 3 clusters Score -1078390 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1078895.375000 Penalty: 3255.203857
	Iteration 2F: 3 clusters Score -1078895 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1079519.250000 Penalty: 3255.203857
	Iteration 3F: 3 clusters Score -1079519 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1080328.500000 Penalty: 3255.203857
	Iteration 4F: 3 clusters Score -1080328 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1081325.125000 Penalty: 3255.203857
	Iteration 5F: 3 clusters Score -1081325 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1082512.500000 Penalty: 3255.203857
	Iteration 6F: 3 clusters Score -1082512 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1083696.250000 Penalty: 3255.203857
	Iteration 7F: 3 clusters Score -1083696 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1084719.750000 Penalty: 3255.203857
	Iteration 8F: 3 clusters Score -1084720 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1085452.375000 Penalty: 3255.203857
	Iteration 9Q: 3 clusters Score -1085452 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1085933.875000 Penalty: 3255.203857
	Iteration 10Q: 3 clusters Score -1085934 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1086334.500000 Penalty: 3255.203857
	Iteration 11Q: 3 clusters Score -1086334 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1086687.500000 Penalty: 3255.203857
	Iteration 12Q: 3 clusters Score -1086688 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1086929.625000 Penalty: 3255.203857
	Iteration 13Q: 3 clusters Score -1086930 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1087055.625000 Penalty: 3255.203857
	Iteration 14Q: 3 clusters Score -1087056 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1087126.750000 Penalty: 3255.203857
	Iteration 15Q: 3 clusters Score -1087127 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1087165.000000 Penalty: 3255.203857
	Iteration 16Q: 3 clusters Score -1087165 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1087191.500000 Penalty: 3255.203857
	Iteration 17Q: 3 clusters Score -1087192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1087212.875000 Penalty: 3255.203857
	Iteration 18Q: 3 clusters Score -1087213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1087229.750000 Penalty: 3255.203857
	Iteration 19Q: 3 clusters Score -1087230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1087246.625000 Penalty: 3255.203857
	Iteration 20F: 3 clusters Score -1087247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1087253.875000 Penalty: 3255.203857
	Iteration 21Q: 3 clusters Score -1087254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1087263.000000 Penalty: 3255.203857
	Iteration 22Q: 3 clusters Score -1087263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1087265.375000 Penalty: 3255.203857
	Iteration 23Q: 3 clusters Score -1087265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1087266.375000 Penalty: 3255.203857
	Iteration 24Q: 3 clusters Score -1087266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1087273.000000 Penalty: 3255.203857
	Iteration 25Q: 3 clusters Score -1087273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1087270.000000 Penalty: 3255.203857
	Iteration 26Q: 3 clusters Score -1087270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1087270.750000 Penalty: 3255.203857
	Iteration 27Q: 3 clusters Score -1087271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1087272.250000 Penalty: 3255.203857
	Iteration 28Q: 3 clusters Score -1087272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1087272.250000 Penalty: 3255.203857
	Iteration 29Q: 3 clusters Score -1087272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1087275.625000 Penalty: 3255.203857
	Iteration 30Q: 3 clusters Score -1087276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1087276.750000 Penalty: 3255.203857
	Iteration 31Q: 3 clusters Score -1087277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1087276.000000 Penalty: 3255.203857
	Iteration 32Q: 3 clusters Score -1087276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1087279.750000 Penalty: 3255.203857
	Iteration 33Q: 3 clusters Score -1087280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1087281.375000 Penalty: 3255.203857
	Iteration 34Q: 3 clusters Score -1087281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1087281.250000 Penalty: 3255.203857
	Iteration 35Q: 3 clusters Score -1087281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1087281.375000 Penalty: 3255.203857
	Iteration 36Q: 3 clusters Score -1087281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1087283.250000 Penalty: 3255.203857
	Iteration 37Q: 3 clusters Score -1087283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1087282.875000 Penalty: 3255.203857
	Iteration 38Q: 3 clusters Score -1087283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1087289.375000 Penalty: 3255.203857
	Iteration 39Q: 3 clusters Score -1087289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1087291.625000 Penalty: 3255.203857
	Iteration 40F: 3 clusters Score -1087292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1087290.250000 Penalty: 3255.203857
	Iteration 41Q: 3 clusters Score -1087290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1087291.875000 Penalty: 3255.203857
	Iteration 42Q: 3 clusters Score -1087292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1087292.125000 Penalty: 3255.203857
	Iteration 43Q: 3 clusters Score -1087292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1087292.250000 Penalty: 3255.203857
	Iteration 44Q: 3 clusters Score -1087292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1087290.500000 Penalty: 3255.203857
	Iteration 45Q: 3 clusters Score -1087290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1087291.375000 Penalty: 3255.203857
	Iteration 46Q: 3 clusters Score -1087291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1087292.000000 Penalty: 3255.203857
	Iteration 47Q: 3 clusters Score -1087292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1087292.875000 Penalty: 3255.203857
	Iteration 48Q: 3 clusters Score -1087293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1087293.875000 Penalty: 3255.203857
	Iteration 49Q: 3 clusters Score -1087294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1087293.875000 Penalty: 3255.203857
	Iteration 50F: 3 clusters Score -1087294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -240003.609375 Penalty: 1378.691772
	Iteration 0F: 2 clusters Score -240003.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -236162.875000 Penalty: 2757.383545
	Iteration 0F: 3 clusters Score -236162.9 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -237232.828125 Penalty: 2757.383545
	Iteration 1F: 3 clusters Score -237232.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -237438.187500 Penalty: 2757.383545
	Iteration 2F: 3 clusters Score -237438.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -237601.468750 Penalty: 2757.383545
	Iteration 3F: 3 clusters Score -237601.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -237750.609375 Penalty: 2757.383545
	Iteration 4F: 3 clusters Score -237750.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -237899.406250 Penalty: 2757.383545
	Iteration 5Q: 3 clusters Score -237899.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -238059.703125 Penalty: 2757.383545
	Iteration 6Q: 3 clusters Score -238059.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -238217.984375 Penalty: 2757.383545
	Iteration 7Q: 3 clusters Score -238218 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -238357.953125 Penalty: 2757.383545
	Iteration 8Q: 3 clusters Score -238358 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -238497.890625 Penalty: 2757.383545
	Iteration 9Q: 3 clusters Score -238497.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -238602.953125 Penalty: 2757.383545
	Iteration 10Q: 3 clusters Score -238603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -238685.734375 Penalty: 2757.383545
	Iteration 11Q: 3 clusters Score -238685.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -238743.031250 Penalty: 2757.383545
	Iteration 12Q: 3 clusters Score -238743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -238789.453125 Penalty: 2757.383545
	Iteration 13Q: 3 clusters Score -238789.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -238822.156250 Penalty: 2757.383545
	Iteration 14Q: 3 clusters Score -238822.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -238854.421875 Penalty: 2757.383545
	Iteration 15Q: 3 clusters Score -238854.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -238878.109375 Penalty: 2757.383545
	Iteration 16Q: 3 clusters Score -238878.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -238899.984375 Penalty: 2757.383545
	Iteration 17Q: 3 clusters Score -238900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -238914.734375 Penalty: 2757.383545
	Iteration 18Q: 3 clusters Score -238914.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -238923.625000 Penalty: 2757.383545
	Iteration 19Q: 3 clusters Score -238923.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -238928.250000 Penalty: 2757.383545
	Iteration 20F: 3 clusters Score -238928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -238933.546875 Penalty: 2757.383545
	Iteration 21Q: 3 clusters Score -238933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -238939.000000 Penalty: 2757.383545
	Iteration 22Q: 3 clusters Score -238939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -238939.968750 Penalty: 2757.383545
	Iteration 23Q: 3 clusters Score -238940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -238941.859375 Penalty: 2757.383545
	Iteration 24Q: 3 clusters Score -238941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -238943.421875 Penalty: 2757.383545
	Iteration 25Q: 3 clusters Score -238943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -238944.796875 Penalty: 2757.383545
	Iteration 26Q: 3 clusters Score -238944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -238946.250000 Penalty: 2757.383545
	Iteration 27Q: 3 clusters Score -238946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -238949.421875 Penalty: 2757.383545
	Iteration 28Q: 3 clusters Score -238949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -238952.937500 Penalty: 2757.383545
	Iteration 29Q: 3 clusters Score -238952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -238958.687500 Penalty: 2757.383545
	Iteration 30Q: 3 clusters Score -238958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -238963.312500 Penalty: 2757.383545
	Iteration 31Q: 3 clusters Score -238963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -238967.593750 Penalty: 2757.383545
	Iteration 32Q: 3 clusters Score -238967.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -238972.453125 Penalty: 2757.383545
	Iteration 33Q: 3 clusters Score -238972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -238975.328125 Penalty: 2757.383545
	Iteration 34Q: 3 clusters Score -238975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -238978.156250 Penalty: 2757.383545
	Iteration 35Q: 3 clusters Score -238978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -238979.468750 Penalty: 2757.383545
	Iteration 36Q: 3 clusters Score -238979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -238979.921875 Penalty: 2757.383545
	Iteration 37Q: 3 clusters Score -238979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -238981.937500 Penalty: 2757.383545
	Iteration 38Q: 3 clusters Score -238981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -238982.890625 Penalty: 2757.383545
	Iteration 39Q: 3 clusters Score -238982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -238984.140625 Penalty: 2757.383545
	Iteration 40F: 3 clusters Score -238984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -238984.796875 Penalty: 2757.383545
	Iteration 41Q: 3 clusters Score -238984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -238987.609375 Penalty: 2757.383545
	Iteration 42Q: 3 clusters Score -238987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -238989.328125 Penalty: 2757.383545
	Iteration 43Q: 3 clusters Score -238989.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -238991.875000 Penalty: 2757.383545
	Iteration 44Q: 3 clusters Score -238991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -238993.296875 Penalty: 2757.383545
	Iteration 45Q: 3 clusters Score -238993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -238995.328125 Penalty: 2757.383545
	Iteration 46Q: 3 clusters Score -238995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -238996.953125 Penalty: 2757.383545
	Iteration 47Q: 3 clusters Score -238997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -238998.718750 Penalty: 2757.383545
	Iteration 48Q: 3 clusters Score -238998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -239000.812500 Penalty: 2757.383545
	Iteration 49Q: 3 clusters Score -239000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -239002.484375 Penalty: 2757.383545
	Iteration 50Q: 3 clusters Score -239002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -239004.078125 Penalty: 2757.383545
	Iteration 51Q: 3 clusters Score -239004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -239005.031250 Penalty: 2757.383545
	Iteration 52Q: 3 clusters Score -239005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -239005.031250 Penalty: 2757.383545
	Iteration 53F: 3 clusters Score -239005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -89312.859375 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -89312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -87285.851562 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -87285.85 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -87698.328125 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -87698.33 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -87791.265625 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -87791.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -87841.195312 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -87841.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -87873.875000 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -87873.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -87899.531250 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -87899.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -87907.828125 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -87907.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -87917.757812 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -87917.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -87923.781250 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -87923.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -87928.515625 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -87928.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -87933.843750 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -87933.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -87939.585938 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -87939.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -87946.257812 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -87946.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -87950.617188 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -87950.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -87954.007812 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -87954.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -87958.601562 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -87958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -87961.562500 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -87961.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -87962.726562 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -87962.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -87963.195312 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -87963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -87964.640625 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -87964.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -87966.757812 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -87966.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -87967.781250 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -87967.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -87968.195312 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -87968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -87968.375000 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -87968.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -87968.375000 Penalty: 2444.428223
	Iteration 24F: 3 clusters Score -87968.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Entering Unmasked Estep 
Score: -682379.437500 Penalty: 1554.950195
	Iteration 0F: 2 clusters Score -682379.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -672531.062500 Penalty: 3109.900391
	Iteration 0F: 3 clusters Score -672531.1 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -675792.062500 Penalty: 3109.900391
	Iteration 1F: 3 clusters Score -675792.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -676059.500000 Penalty: 3109.900391
	Iteration 2F: 3 clusters Score -676059.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -676328.312500 Penalty: 3109.900391
	Iteration 3Q: 3 clusters Score -676328.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -676622.187500 Penalty: 3109.900391
	Iteration 4Q: 3 clusters Score -676622.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -676923.500000 Penalty: 3109.900391
	Iteration 5Q: 3 clusters Score -676923.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -677302.937500 Penalty: 3109.900391
	Iteration 6Q: 3 clusters Score -677302.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -677859.625000 Penalty: 3109.900391
	Iteration 7F: 3 clusters Score -677859.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -678577.375000 Penalty: 3109.900391
	Iteration 8F: 3 clusters Score -678577.4 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -679396.000000 Penalty: 3109.900391
	Iteration 9F: 3 clusters Score -679396 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -680116.000000 Penalty: 3109.900391
	Iteration 10F: 3 clusters Score -680116 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -680563.000000 Penalty: 3109.900391
	Iteration 11Q: 3 clusters Score -680563 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -680834.687500 Penalty: 3109.900391
	Iteration 12Q: 3 clusters Score -680834.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -681046.437500 Penalty: 3109.900391
	Iteration 13Q: 3 clusters Score -681046.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -681174.437500 Penalty: 3109.900391
	Iteration 14Q: 3 clusters Score -681174.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -681250.187500 Penalty: 3109.900391
	Iteration 15Q: 3 clusters Score -681250.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -681295.750000 Penalty: 3109.900391
	Iteration 16Q: 3 clusters Score -681295.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -681331.125000 Penalty: 3109.900391
	Iteration 17Q: 3 clusters Score -681331.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -681361.437500 Penalty: 3109.900391
	Iteration 18Q: 3 clusters Score -681361.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -681386.125000 Penalty: 3109.900391
	Iteration 19Q: 3 clusters Score -681386.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -681413.312500 Penalty: 3109.900391
	Iteration 20F: 3 clusters Score -681413.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -681430.437500 Penalty: 3109.900391
	Iteration 21Q: 3 clusters Score -681430.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -681443.500000 Penalty: 3109.900391
	Iteration 22Q: 3 clusters Score -681443.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -681456.687500 Penalty: 3109.900391
	Iteration 23Q: 3 clusters Score -681456.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -681468.750000 Penalty: 3109.900391
	Iteration 24Q: 3 clusters Score -681468.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -681478.687500 Penalty: 3109.900391
	Iteration 25Q: 3 clusters Score -681478.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -681484.812500 Penalty: 3109.900391
	Iteration 26Q: 3 clusters Score -681484.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -681495.562500 Penalty: 3109.900391
	Iteration 27Q: 3 clusters Score -681495.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -681498.000000 Penalty: 3109.900391
	Iteration 28Q: 3 clusters Score -681498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -681503.250000 Penalty: 3109.900391
	Iteration 29Q: 3 clusters Score -681503.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -681508.875000 Penalty: 3109.900391
	Iteration 30Q: 3 clusters Score -681508.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -681510.125000 Penalty: 3109.900391
	Iteration 31Q: 3 clusters Score -681510.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -681512.500000 Penalty: 3109.900391
	Iteration 32Q: 3 clusters Score -681512.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -681517.625000 Penalty: 3109.900391
	Iteration 33Q: 3 clusters Score -681517.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -681521.250000 Penalty: 3109.900391
	Iteration 34Q: 3 clusters Score -681521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -681524.687500 Penalty: 3109.900391
	Iteration 35Q: 3 clusters Score -681524.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -681526.687500 Penalty: 3109.900391
	Iteration 36Q: 3 clusters Score -681526.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -681531.062500 Penalty: 3109.900391
	Iteration 37Q: 3 clusters Score -681531.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -681532.750000 Penalty: 3109.900391
	Iteration 38Q: 3 clusters Score -681532.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -681539.125000 Penalty: 3109.900391
	Iteration 39Q: 3 clusters Score -681539.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -681542.000000 Penalty: 3109.900391
	Iteration 40F: 3 clusters Score -681542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -681544.125000 Penalty: 3109.900391
	Iteration 41Q: 3 clusters Score -681544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -681545.875000 Penalty: 3109.900391
	Iteration 42Q: 3 clusters Score -681545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -681547.500000 Penalty: 3109.900391
	Iteration 43Q: 3 clusters Score -681547.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -681548.812500 Penalty: 3109.900391
	Iteration 44Q: 3 clusters Score -681548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -681547.750000 Penalty: 3109.900391
	Iteration 45Q: 3 clusters Score -681547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -681548.000000 Penalty: 3109.900391
	Iteration 46Q: 3 clusters Score -681548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -681547.500000 Penalty: 3109.900391
	Iteration 47Q: 3 clusters Score -681547.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -681548.937500 Penalty: 3109.900391
	Iteration 48Q: 3 clusters Score -681548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -681549.750000 Penalty: 3109.900391
	Iteration 49Q: 3 clusters Score -681549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -681551.500000 Penalty: 3109.900391
	Iteration 50Q: 3 clusters Score -681551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -681553.562500 Penalty: 3109.900391
	Iteration 51Q: 3 clusters Score -681553.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -681553.625000 Penalty: 3109.900391
	Iteration 52Q: 3 clusters Score -681553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -681552.937500 Penalty: 3109.900391
	Iteration 53Q: 3 clusters Score -681552.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -681555.312500 Penalty: 3109.900391
	Iteration 54Q: 3 clusters Score -681555.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -681556.750000 Penalty: 3109.900391
	Iteration 55Q: 3 clusters Score -681556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -681560.562500 Penalty: 3109.900391
	Iteration 56Q: 3 clusters Score -681560.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -681562.750000 Penalty: 3109.900391
	Iteration 57Q: 3 clusters Score -681562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -681561.687500 Penalty: 3109.900391
	Iteration 58Q: 3 clusters Score -681561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -681563.187500 Penalty: 3109.900391
	Iteration 59Q: 3 clusters Score -681563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -681564.000000 Penalty: 3109.900391
	Iteration 60F: 3 clusters Score -681564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -681566.562500 Penalty: 3109.900391
	Iteration 61Q: 3 clusters Score -681566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -681567.875000 Penalty: 3109.900391
	Iteration 62Q: 3 clusters Score -681567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -681566.687500 Penalty: 3109.900391
	Iteration 63Q: 3 clusters Score -681566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -681568.312500 Penalty: 3109.900391
	Iteration 64Q: 3 clusters Score -681568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -681568.312500 Penalty: 3109.900391
	Iteration 65F: 3 clusters Score -681568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Entering Unmasked Estep 
Score: -2876764.000000 Penalty: 1786.145020
	Iteration 0F: 2 clusters Score -2876764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -2837239.500000 Penalty: 3572.290039
	Iteration 0F: 3 clusters Score -2837240 nChanged 27972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2852909.000000 Penalty: 3572.290039
	Iteration 1F: 3 clusters Score -2852909 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -2853485.500000 Penalty: 3572.290039
	Iteration 2Q: 3 clusters Score -2853486 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2854255.500000 Penalty: 3572.290039
	Iteration 3Q: 3 clusters Score -2854256 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2855477.000000 Penalty: 3572.290039
	Iteration 4Q: 3 clusters Score -2855477 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2857554.000000 Penalty: 3572.290039
	Iteration 5F: 3 clusters Score -2857554 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2860667.750000 Penalty: 3572.290039
	Iteration 6F: 3 clusters Score -2860668 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2864572.500000 Penalty: 3572.290039
	Iteration 7F: 3 clusters Score -2864572 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2868368.500000 Penalty: 3572.290039
	Iteration 8F: 3 clusters Score -2868368 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2871145.500000 Penalty: 3572.290039
	Iteration 9F: 3 clusters Score -2871146 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2872755.000000 Penalty: 3572.290039
	Iteration 10Q: 3 clusters Score -2872755 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2873775.250000 Penalty: 3572.290039
	Iteration 11Q: 3 clusters Score -2873775 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2874427.500000 Penalty: 3572.290039
	Iteration 12Q: 3 clusters Score -2874428 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2874882.250000 Penalty: 3572.290039
	Iteration 13Q: 3 clusters Score -2874882 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2875254.250000 Penalty: 3572.290039
	Iteration 14Q: 3 clusters Score -2875254 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2875627.250000 Penalty: 3572.290039
	Iteration 15Q: 3 clusters Score -2875627 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2875987.750000 Penalty: 3572.290039
	Iteration 16Q: 3 clusters Score -2875988 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2876198.750000 Penalty: 3572.290039
	Iteration 17Q: 3 clusters Score -2876199 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2876320.250000 Penalty: 3572.290039
	Iteration 18Q: 3 clusters Score -2876320 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2876375.750000 Penalty: 3572.290039
	Iteration 19Q: 3 clusters Score -2876376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2876412.000000 Penalty: 3572.290039
	Iteration 20F: 3 clusters Score -2876412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2876446.500000 Penalty: 3572.290039
	Iteration 21Q: 3 clusters Score -2876446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2876460.000000 Penalty: 3572.290039
	Iteration 22Q: 3 clusters Score -2876460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2876477.250000 Penalty: 3572.290039
	Iteration 23Q: 3 clusters Score -2876477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2876490.750000 Penalty: 3572.290039
	Iteration 24Q: 3 clusters Score -2876491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2876503.000000 Penalty: 3572.290039
	Iteration 25Q: 3 clusters Score -2876503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2876513.750000 Penalty: 3572.290039
	Iteration 26Q: 3 clusters Score -2876514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2876512.750000 Penalty: 3572.290039
	Iteration 27Q: 3 clusters Score -2876513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2876515.500000 Penalty: 3572.290039
	Iteration 28Q: 3 clusters Score -2876516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2876516.250000 Penalty: 3572.290039
	Iteration 29Q: 3 clusters Score -2876516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2876522.250000 Penalty: 3572.290039
	Iteration 30Q: 3 clusters Score -2876522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2876530.250000 Penalty: 3572.290039
	Iteration 31Q: 3 clusters Score -2876530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2876525.500000 Penalty: 3572.290039
	Iteration 32Q: 3 clusters Score -2876526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2876525.000000 Penalty: 3572.290039
	Iteration 33Q: 3 clusters Score -2876525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2876531.250000 Penalty: 3572.290039
	Iteration 34Q: 3 clusters Score -2876531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2876529.250000 Penalty: 3572.290039
	Iteration 35Q: 3 clusters Score -2876529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2876529.000000 Penalty: 3572.290039
	Iteration 36Q: 3 clusters Score -2876529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2876529.250000 Penalty: 3572.290039
	Iteration 37Q: 3 clusters Score -2876529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2876531.000000 Penalty: 3572.290039
	Iteration 38Q: 3 clusters Score -2876531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2876532.750000 Penalty: 3572.290039
	Iteration 39Q: 3 clusters Score -2876533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2876529.250000 Penalty: 3572.290039
	Iteration 40F: 3 clusters Score -2876529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2876529.750000 Penalty: 3572.290039
	Iteration 41Q: 3 clusters Score -2876530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2876529.750000 Penalty: 3572.290039
	Iteration 42Q: 3 clusters Score -2876530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2876536.250000 Penalty: 3572.290039
	Iteration 43Q: 3 clusters Score -2876536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2876535.250000 Penalty: 3572.290039
	Iteration 44Q: 3 clusters Score -2876535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2876535.000000 Penalty: 3572.290039
	Iteration 45Q: 3 clusters Score -2876535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2876533.000000 Penalty: 3572.290039
	Iteration 46Q: 3 clusters Score -2876533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2876534.500000 Penalty: 3572.290039
	Iteration 47Q: 3 clusters Score -2876534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2876541.000000 Penalty: 3572.290039
	Iteration 48Q: 3 clusters Score -2876541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2876535.000000 Penalty: 3572.290039
	Iteration 49Q: 3 clusters Score -2876535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2876537.750000 Penalty: 3572.290039
	Iteration 50Q: 3 clusters Score -2876538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2876539.250000 Penalty: 3572.290039
	Iteration 51Q: 3 clusters Score -2876539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2876538.250000 Penalty: 3572.290039
	Iteration 52Q: 3 clusters Score -2876538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2876538.250000 Penalty: 3572.290039
	Iteration 53F: 3 clusters Score -2876538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -393668.968750 Penalty: 1450.774780
	Iteration 0F: 2 clusters Score -393669 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 3817 members 
Entering Unmasked Estep 
Score: -388127.625000 Penalty: 2901.549561
	Iteration 0F: 3 clusters Score -388127.6 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -389873.968750 Penalty: 2901.549561
	Iteration 1F: 3 clusters Score -389874 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -390125.656250 Penalty: 2901.549561
	Iteration 2F: 3 clusters Score -390125.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -390302.343750 Penalty: 2901.549561
	Iteration 3F: 3 clusters Score -390302.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -390483.906250 Penalty: 2901.549561
	Iteration 4Q: 3 clusters Score -390483.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -390702.968750 Penalty: 2901.549561
	Iteration 5Q: 3 clusters Score -390703 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -390946.468750 Penalty: 2901.549561
	Iteration 6F: 3 clusters Score -390946.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -391189.406250 Penalty: 2901.549561
	Iteration 7Q: 3 clusters Score -391189.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -391507.750000 Penalty: 2901.549561
	Iteration 8Q: 3 clusters Score -391507.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -391808.437500 Penalty: 2901.549561
	Iteration 9Q: 3 clusters Score -391808.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -392053.937500 Penalty: 2901.549561
	Iteration 10Q: 3 clusters Score -392053.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -392187.781250 Penalty: 2901.549561
	Iteration 11Q: 3 clusters Score -392187.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -392264.406250 Penalty: 2901.549561
	Iteration 12Q: 3 clusters Score -392264.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -392309.312500 Penalty: 2901.549561
	Iteration 13Q: 3 clusters Score -392309.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -392337.656250 Penalty: 2901.549561
	Iteration 14Q: 3 clusters Score -392337.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -392353.062500 Penalty: 2901.549561
	Iteration 15Q: 3 clusters Score -392353.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -392370.375000 Penalty: 2901.549561
	Iteration 16Q: 3 clusters Score -392370.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -392382.718750 Penalty: 2901.549561
	Iteration 17Q: 3 clusters Score -392382.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -392388.156250 Penalty: 2901.549561
	Iteration 18Q: 3 clusters Score -392388.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -392394.781250 Penalty: 2901.549561
	Iteration 19Q: 3 clusters Score -392394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -392400.843750 Penalty: 2901.549561
	Iteration 20F: 3 clusters Score -392400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -392409.187500 Penalty: 2901.549561
	Iteration 21Q: 3 clusters Score -392409.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -392417.031250 Penalty: 2901.549561
	Iteration 22Q: 3 clusters Score -392417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -392422.687500 Penalty: 2901.549561
	Iteration 23Q: 3 clusters Score -392422.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -392428.093750 Penalty: 2901.549561
	Iteration 24Q: 3 clusters Score -392428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -392431.250000 Penalty: 2901.549561
	Iteration 25Q: 3 clusters Score -392431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -392433.218750 Penalty: 2901.549561
	Iteration 26Q: 3 clusters Score -392433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -392433.875000 Penalty: 2901.549561
	Iteration 27Q: 3 clusters Score -392433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -392435.000000 Penalty: 2901.549561
	Iteration 28Q: 3 clusters Score -392435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -392435.343750 Penalty: 2901.549561
	Iteration 29Q: 3 clusters Score -392435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -392435.875000 Penalty: 2901.549561
	Iteration 30Q: 3 clusters Score -392435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -392435.875000 Penalty: 2901.549561
	Iteration 31F: 3 clusters Score -392435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Entering Unmasked Estep 
Score: -376180.437500 Penalty: 1454.461548
	Iteration 0F: 2 clusters Score -376180.4 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 3883 members 
Entering Unmasked Estep 
Score: -370446.500000 Penalty: 2908.923096
	Iteration 0F: 3 clusters Score -370446.5 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -372232.812500 Penalty: 2908.923096
	Iteration 1F: 3 clusters Score -372232.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -372442.250000 Penalty: 2908.923096
	Iteration 2F: 3 clusters Score -372442.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -372611.093750 Penalty: 2908.923096
	Iteration 3F: 3 clusters Score -372611.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -372768.156250 Penalty: 2908.923096
	Iteration 4Q: 3 clusters Score -372768.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -372927.687500 Penalty: 2908.923096
	Iteration 5Q: 3 clusters Score -372927.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -373108.156250 Penalty: 2908.923096
	Iteration 6Q: 3 clusters Score -373108.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -373308.281250 Penalty: 2908.923096
	Iteration 7Q: 3 clusters Score -373308.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -373544.343750 Penalty: 2908.923096
	Iteration 8Q: 3 clusters Score -373544.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -373792.812500 Penalty: 2908.923096
	Iteration 9Q: 3 clusters Score -373792.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -374062.406250 Penalty: 2908.923096
	Iteration 10Q: 3 clusters Score -374062.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -374290.437500 Penalty: 2908.923096
	Iteration 11Q: 3 clusters Score -374290.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -374461.093750 Penalty: 2908.923096
	Iteration 12Q: 3 clusters Score -374461.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -374579.500000 Penalty: 2908.923096
	Iteration 13Q: 3 clusters Score -374579.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -374667.843750 Penalty: 2908.923096
	Iteration 14Q: 3 clusters Score -374667.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -374720.062500 Penalty: 2908.923096
	Iteration 15Q: 3 clusters Score -374720.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -374764.593750 Penalty: 2908.923096
	Iteration 16Q: 3 clusters Score -374764.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -374807.156250 Penalty: 2908.923096
	Iteration 17Q: 3 clusters Score -374807.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -374844.656250 Penalty: 2908.923096
	Iteration 18Q: 3 clusters Score -374844.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -374885.312500 Penalty: 2908.923096
	Iteration 19Q: 3 clusters Score -374885.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -374916.812500 Penalty: 2908.923096
	Iteration 20F: 3 clusters Score -374916.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -374938.250000 Penalty: 2908.923096
	Iteration 21Q: 3 clusters Score -374938.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -374953.062500 Penalty: 2908.923096
	Iteration 22Q: 3 clusters Score -374953.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -374969.875000 Penalty: 2908.923096
	Iteration 23Q: 3 clusters Score -374969.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -374983.937500 Penalty: 2908.923096
	Iteration 24Q: 3 clusters Score -374983.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -374999.000000 Penalty: 2908.923096
	Iteration 25Q: 3 clusters Score -374999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -375010.125000 Penalty: 2908.923096
	Iteration 26Q: 3 clusters Score -375010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -375017.531250 Penalty: 2908.923096
	Iteration 27Q: 3 clusters Score -375017.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -375022.375000 Penalty: 2908.923096
	Iteration 28Q: 3 clusters Score -375022.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -375028.375000 Penalty: 2908.923096
	Iteration 29Q: 3 clusters Score -375028.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -375032.062500 Penalty: 2908.923096
	Iteration 30Q: 3 clusters Score -375032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -375034.937500 Penalty: 2908.923096
	Iteration 31Q: 3 clusters Score -375034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -375035.593750 Penalty: 2908.923096
	Iteration 32Q: 3 clusters Score -375035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -375037.500000 Penalty: 2908.923096
	Iteration 33Q: 3 clusters Score -375037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -375039.968750 Penalty: 2908.923096
	Iteration 34Q: 3 clusters Score -375040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -375040.093750 Penalty: 2908.923096
	Iteration 35Q: 3 clusters Score -375040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -375042.656250 Penalty: 2908.923096
	Iteration 36Q: 3 clusters Score -375042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -375043.093750 Penalty: 2908.923096
	Iteration 37Q: 3 clusters Score -375043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -375044.843750 Penalty: 2908.923096
	Iteration 38Q: 3 clusters Score -375044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -375044.843750 Penalty: 2908.923096
	Iteration 39F: 3 clusters Score -375044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (581861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581861 members 
Entering Unmasked Estep 
Score: -27532676.000000 Penalty: 2157.022949
	Iteration 0F: 2 clusters Score -2.753268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291410 members 
Mstep: Class 2 contains 290451 members 
Entering Unmasked Estep 
Score: -27138064.000000 Penalty: 4314.045898
	Iteration 0F: 3 clusters Score -2.713806e+07 nChanged 285588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303970 members 
Mstep: Class 2 contains 277891 members 
Entering Unmasked Estep 
Score: -27312950.000000 Penalty: 4314.045898
	Iteration 1F: 3 clusters Score -2.731295e+07 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312158 members 
Mstep: Class 2 contains 269703 members 
Entering Unmasked Estep 
Score: -27317076.000000 Penalty: 4314.045898
	Iteration 2Q: 3 clusters Score -2.731708e+07 nChanged 19786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324862 members 
Mstep: Class 2 contains 256999 members 
Entering Unmasked Estep 
Score: -27323332.000000 Penalty: 4314.045898
	Iteration 3Q: 3 clusters Score -2.732333e+07 nChanged 24700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343984 members 
Mstep: Class 2 contains 237877 members 
Entering Unmasked Estep 
Score: -27334732.000000 Penalty: 4314.045898
	Iteration 4Q: 3 clusters Score -2.733473e+07 nChanged 31436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371362 members 
Mstep: Class 2 contains 210499 members 
Entering Unmasked Estep 
Score: -27352876.000000 Penalty: 4314.045898
	Iteration 5F: 3 clusters Score -2.735288e+07 nChanged 38829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407111 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -27380624.000000 Penalty: 4314.045898
	Iteration 6F: 3 clusters Score -2.738062e+07 nChanged 43115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448380 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
Score: -27415426.000000 Penalty: 4314.045898
	Iteration 7F: 3 clusters Score -2.741543e+07 nChanged 40947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488351 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -27450550.000000 Penalty: 4314.045898
	Iteration 8F: 3 clusters Score -2.745055e+07 nChanged 33515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521512 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -27479742.000000 Penalty: 4314.045898
	Iteration 9F: 3 clusters Score -2.747974e+07 nChanged 24363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545797 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -27500996.000000 Penalty: 4314.045898
	Iteration 10Q: 3 clusters Score -2.7501e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561994 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -27514978.000000 Penalty: 4314.045898
	Iteration 11Q: 3 clusters Score -2.751498e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571874 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -27523480.000000 Penalty: 4314.045898
	Iteration 12Q: 3 clusters Score -2.752348e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577156 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -27527542.000000 Penalty: 4314.045898
	Iteration 13Q: 3 clusters Score -2.752754e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579576 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -27529490.000000 Penalty: 4314.045898
	Iteration 14Q: 3 clusters Score -2.752949e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580625 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -27530216.000000 Penalty: 4314.045898
	Iteration 15Q: 3 clusters Score -2.753022e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581061 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -27530602.000000 Penalty: 4314.045898
	Iteration 16Q: 3 clusters Score -2.75306e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581246 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -27530706.000000 Penalty: 4314.045898
	Iteration 17Q: 3 clusters Score -2.753071e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581349 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -27530832.000000 Penalty: 4314.045898
	Iteration 18Q: 3 clusters Score -2.753083e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581392 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -27530854.000000 Penalty: 4314.045898
	Iteration 19Q: 3 clusters Score -2.753085e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581423 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -27530888.000000 Penalty: 4314.045898
	Iteration 20F: 3 clusters Score -2.753089e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27530896.000000 Penalty: 4314.045898
	Iteration 21Q: 3 clusters Score -2.75309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581451 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -27530922.000000 Penalty: 4314.045898
	Iteration 22Q: 3 clusters Score -2.753092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -27530924.000000 Penalty: 4314.045898
	Iteration 23Q: 3 clusters Score -2.753092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581456 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -27530920.000000 Penalty: 4314.045898
	Iteration 24Q: 3 clusters Score -2.753092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581460 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27530924.000000 Penalty: 4314.045898
	Iteration 25Q: 3 clusters Score -2.753092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581461 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27530924.000000 Penalty: 4314.045898
	Iteration 26Q: 3 clusters Score -2.753092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27530946.000000 Penalty: 4314.045898
	Iteration 27Q: 3 clusters Score -2.753095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581463 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27530938.000000 Penalty: 4314.045898
	Iteration 28Q: 3 clusters Score -2.753094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581465 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27530940.000000 Penalty: 4314.045898
	Iteration 29Q: 3 clusters Score -2.753094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581465 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27530942.000000 Penalty: 4314.045898
	Iteration 30Q: 3 clusters Score -2.753094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27530942.000000 Penalty: 4314.045898
	Iteration 31Q: 3 clusters Score -2.753094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27530942.000000 Penalty: 4314.045898
	Iteration 32Q: 3 clusters Score -2.753094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581466 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27530934.000000 Penalty: 4314.045898
	Iteration 33Q: 3 clusters Score -2.753093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27530942.000000 Penalty: 4314.045898
	Iteration 34Q: 3 clusters Score -2.753094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27530942.000000 Penalty: 4314.045898
	Iteration 35F: 3 clusters Score -2.753094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -158334.265625 Penalty: 1314.341431
	Iteration 0F: 2 clusters Score -158334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -155454.265625 Penalty: 2628.682861
	Iteration 0F: 3 clusters Score -155454.3 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -156136.046875 Penalty: 2628.682861
	Iteration 1F: 3 clusters Score -156136 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -156326.531250 Penalty: 2628.682861
	Iteration 2F: 3 clusters Score -156326.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -156451.109375 Penalty: 2628.682861
	Iteration 3F: 3 clusters Score -156451.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -156559.031250 Penalty: 2628.682861
	Iteration 4Q: 3 clusters Score -156559 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -156658.593750 Penalty: 2628.682861
	Iteration 5Q: 3 clusters Score -156658.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -156755.250000 Penalty: 2628.682861
	Iteration 6Q: 3 clusters Score -156755.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -156837.828125 Penalty: 2628.682861
	Iteration 7Q: 3 clusters Score -156837.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -156897.343750 Penalty: 2628.682861
	Iteration 8Q: 3 clusters Score -156897.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -156963.203125 Penalty: 2628.682861
	Iteration 9Q: 3 clusters Score -156963.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -157018.171875 Penalty: 2628.682861
	Iteration 10Q: 3 clusters Score -157018.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -157065.250000 Penalty: 2628.682861
	Iteration 11Q: 3 clusters Score -157065.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -157104.171875 Penalty: 2628.682861
	Iteration 12Q: 3 clusters Score -157104.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -157140.156250 Penalty: 2628.682861
	Iteration 13Q: 3 clusters Score -157140.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -157174.000000 Penalty: 2628.682861
	Iteration 14Q: 3 clusters Score -157174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -157199.828125 Penalty: 2628.682861
	Iteration 15Q: 3 clusters Score -157199.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -157224.312500 Penalty: 2628.682861
	Iteration 16Q: 3 clusters Score -157224.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -157240.671875 Penalty: 2628.682861
	Iteration 17Q: 3 clusters Score -157240.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -157252.453125 Penalty: 2628.682861
	Iteration 18Q: 3 clusters Score -157252.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -157261.140625 Penalty: 2628.682861
	Iteration 19Q: 3 clusters Score -157261.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -157268.609375 Penalty: 2628.682861
	Iteration 20F: 3 clusters Score -157268.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -157277.062500 Penalty: 2628.682861
	Iteration 21Q: 3 clusters Score -157277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -157280.750000 Penalty: 2628.682861
	Iteration 22Q: 3 clusters Score -157280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -157282.640625 Penalty: 2628.682861
	Iteration 23Q: 3 clusters Score -157282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -157284.265625 Penalty: 2628.682861
	Iteration 24Q: 3 clusters Score -157284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -157286.343750 Penalty: 2628.682861
	Iteration 25Q: 3 clusters Score -157286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -157287.125000 Penalty: 2628.682861
	Iteration 26Q: 3 clusters Score -157287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -157288.093750 Penalty: 2628.682861
	Iteration 27Q: 3 clusters Score -157288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -157288.093750 Penalty: 2628.682861
	Iteration 28F: 3 clusters Score -157288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -184737.062500 Penalty: 1339.874878
	Iteration 0F: 2 clusters Score -184737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -181494.125000 Penalty: 2679.749756
	Iteration 0F: 3 clusters Score -181494.1 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -182394.343750 Penalty: 2679.749756
	Iteration 1F: 3 clusters Score -182394.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -182582.171875 Penalty: 2679.749756
	Iteration 2F: 3 clusters Score -182582.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -182708.203125 Penalty: 2679.749756
	Iteration 3F: 3 clusters Score -182708.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -182804.843750 Penalty: 2679.749756
	Iteration 4Q: 3 clusters Score -182804.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -182888.015625 Penalty: 2679.749756
	Iteration 5Q: 3 clusters Score -182888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -182971.546875 Penalty: 2679.749756
	Iteration 6Q: 3 clusters Score -182971.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -183059.156250 Penalty: 2679.749756
	Iteration 7Q: 3 clusters Score -183059.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -183151.453125 Penalty: 2679.749756
	Iteration 8Q: 3 clusters Score -183151.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -183230.453125 Penalty: 2679.749756
	Iteration 9Q: 3 clusters Score -183230.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -183300.921875 Penalty: 2679.749756
	Iteration 10Q: 3 clusters Score -183300.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -183358.218750 Penalty: 2679.749756
	Iteration 11Q: 3 clusters Score -183358.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -183398.218750 Penalty: 2679.749756
	Iteration 12Q: 3 clusters Score -183398.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -183430.765625 Penalty: 2679.749756
	Iteration 13Q: 3 clusters Score -183430.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -183461.031250 Penalty: 2679.749756
	Iteration 14Q: 3 clusters Score -183461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -183485.046875 Penalty: 2679.749756
	Iteration 15Q: 3 clusters Score -183485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -183506.312500 Penalty: 2679.749756
	Iteration 16Q: 3 clusters Score -183506.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -183521.031250 Penalty: 2679.749756
	Iteration 17Q: 3 clusters Score -183521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -183535.046875 Penalty: 2679.749756
	Iteration 18Q: 3 clusters Score -183535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -183541.640625 Penalty: 2679.749756
	Iteration 19Q: 3 clusters Score -183541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -183551.046875 Penalty: 2679.749756
	Iteration 20F: 3 clusters Score -183551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -183556.015625 Penalty: 2679.749756
	Iteration 21Q: 3 clusters Score -183556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -183560.718750 Penalty: 2679.749756
	Iteration 22Q: 3 clusters Score -183560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -183563.859375 Penalty: 2679.749756
	Iteration 23Q: 3 clusters Score -183563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -183564.765625 Penalty: 2679.749756
	Iteration 24Q: 3 clusters Score -183564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -183565.640625 Penalty: 2679.749756
	Iteration 25Q: 3 clusters Score -183565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -183565.640625 Penalty: 2679.749756
	Iteration 26F: 3 clusters Score -183565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -237708.500000 Penalty: 1370.353027
	Iteration 0F: 2 clusters Score -237708.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -233867.234375 Penalty: 2740.706055
	Iteration 0F: 3 clusters Score -233867.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -234895.921875 Penalty: 2740.706055
	Iteration 1F: 3 clusters Score -234895.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -235052.968750 Penalty: 2740.706055
	Iteration 2F: 3 clusters Score -235053 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -235165.906250 Penalty: 2740.706055
	Iteration 3F: 3 clusters Score -235165.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -235243.031250 Penalty: 2740.706055
	Iteration 4Q: 3 clusters Score -235243 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -235297.203125 Penalty: 2740.706055
	Iteration 5Q: 3 clusters Score -235297.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -235335.250000 Penalty: 2740.706055
	Iteration 6Q: 3 clusters Score -235335.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -235362.406250 Penalty: 2740.706055
	Iteration 7Q: 3 clusters Score -235362.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -235380.531250 Penalty: 2740.706055
	Iteration 8Q: 3 clusters Score -235380.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -235396.453125 Penalty: 2740.706055
	Iteration 9Q: 3 clusters Score -235396.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -235412.500000 Penalty: 2740.706055
	Iteration 10Q: 3 clusters Score -235412.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -235428.562500 Penalty: 2740.706055
	Iteration 11Q: 3 clusters Score -235428.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -235443.562500 Penalty: 2740.706055
	Iteration 12Q: 3 clusters Score -235443.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -235462.031250 Penalty: 2740.706055
	Iteration 13Q: 3 clusters Score -235462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -235480.796875 Penalty: 2740.706055
	Iteration 14Q: 3 clusters Score -235480.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -235499.062500 Penalty: 2740.706055
	Iteration 15Q: 3 clusters Score -235499.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -235512.390625 Penalty: 2740.706055
	Iteration 16Q: 3 clusters Score -235512.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -235527.687500 Penalty: 2740.706055
	Iteration 17Q: 3 clusters Score -235527.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -235541.140625 Penalty: 2740.706055
	Iteration 18Q: 3 clusters Score -235541.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -235558.265625 Penalty: 2740.706055
	Iteration 19Q: 3 clusters Score -235558.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -235569.640625 Penalty: 2740.706055
	Iteration 20F: 3 clusters Score -235569.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -235590.421875 Penalty: 2740.706055
	Iteration 21Q: 3 clusters Score -235590.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -235608.828125 Penalty: 2740.706055
	Iteration 22Q: 3 clusters Score -235608.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -235631.359375 Penalty: 2740.706055
	Iteration 23Q: 3 clusters Score -235631.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -235658.062500 Penalty: 2740.706055
	Iteration 24Q: 3 clusters Score -235658.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -235684.546875 Penalty: 2740.706055
	Iteration 25Q: 3 clusters Score -235684.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -235718.812500 Penalty: 2740.706055
	Iteration 26Q: 3 clusters Score -235718.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -235770.578125 Penalty: 2740.706055
	Iteration 27Q: 3 clusters Score -235770.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -235835.984375 Penalty: 2740.706055
	Iteration 28Q: 3 clusters Score -235836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -235898.265625 Penalty: 2740.706055
	Iteration 29Q: 3 clusters Score -235898.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -235952.046875 Penalty: 2740.706055
	Iteration 30Q: 3 clusters Score -235952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -236004.390625 Penalty: 2740.706055
	Iteration 31Q: 3 clusters Score -236004.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -236047.859375 Penalty: 2740.706055
	Iteration 32Q: 3 clusters Score -236047.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -236095.093750 Penalty: 2740.706055
	Iteration 33Q: 3 clusters Score -236095.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -236142.953125 Penalty: 2740.706055
	Iteration 34Q: 3 clusters Score -236143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -236183.578125 Penalty: 2740.706055
	Iteration 35Q: 3 clusters Score -236183.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -236224.203125 Penalty: 2740.706055
	Iteration 36Q: 3 clusters Score -236224.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -236265.531250 Penalty: 2740.706055
	Iteration 37Q: 3 clusters Score -236265.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -236290.609375 Penalty: 2740.706055
	Iteration 38Q: 3 clusters Score -236290.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -236313.562500 Penalty: 2740.706055
	Iteration 39Q: 3 clusters Score -236313.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -236332.703125 Penalty: 2740.706055
	Iteration 40F: 3 clusters Score -236332.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -236349.250000 Penalty: 2740.706055
	Iteration 41Q: 3 clusters Score -236349.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -236367.453125 Penalty: 2740.706055
	Iteration 42Q: 3 clusters Score -236367.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -236387.156250 Penalty: 2740.706055
	Iteration 43Q: 3 clusters Score -236387.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -236406.375000 Penalty: 2740.706055
	Iteration 44Q: 3 clusters Score -236406.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -236426.359375 Penalty: 2740.706055
	Iteration 45Q: 3 clusters Score -236426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -236442.234375 Penalty: 2740.706055
	Iteration 46Q: 3 clusters Score -236442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -236453.515625 Penalty: 2740.706055
	Iteration 47Q: 3 clusters Score -236453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -236455.843750 Penalty: 2740.706055
	Iteration 48Q: 3 clusters Score -236455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -236460.187500 Penalty: 2740.706055
	Iteration 49Q: 3 clusters Score -236460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -236464.375000 Penalty: 2740.706055
	Iteration 50Q: 3 clusters Score -236464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -236467.625000 Penalty: 2740.706055
	Iteration 51Q: 3 clusters Score -236467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -236471.484375 Penalty: 2740.706055
	Iteration 52Q: 3 clusters Score -236471.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -236475.218750 Penalty: 2740.706055
	Iteration 53Q: 3 clusters Score -236475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -236477.046875 Penalty: 2740.706055
	Iteration 54Q: 3 clusters Score -236477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -236479.406250 Penalty: 2740.706055
	Iteration 55Q: 3 clusters Score -236479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -236479.406250 Penalty: 2740.706055
	Iteration 56F: 3 clusters Score -236479.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Entering Unmasked Estep 
Score: -263316.906250 Penalty: 1413.155762
	Iteration 0F: 2 clusters Score -263316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -258724.234375 Penalty: 2826.311523
	Iteration 0F: 3 clusters Score -258724.2 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -260084.640625 Penalty: 2826.311523
	Iteration 1F: 3 clusters Score -260084.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -260372.875000 Penalty: 2826.311523
	Iteration 2F: 3 clusters Score -260372.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -260639.328125 Penalty: 2826.311523
	Iteration 3F: 3 clusters Score -260639.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -260887.000000 Penalty: 2826.311523
	Iteration 4F: 3 clusters Score -260887 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -261099.218750 Penalty: 2826.311523
	Iteration 5F: 3 clusters Score -261099.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -261287.109375 Penalty: 2826.311523
	Iteration 6F: 3 clusters Score -261287.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -261425.031250 Penalty: 2826.311523
	Iteration 7Q: 3 clusters Score -261425 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -261522.640625 Penalty: 2826.311523
	Iteration 8Q: 3 clusters Score -261522.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -261612.609375 Penalty: 2826.311523
	Iteration 9Q: 3 clusters Score -261612.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -261698.171875 Penalty: 2826.311523
	Iteration 10Q: 3 clusters Score -261698.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -261763.031250 Penalty: 2826.311523
	Iteration 11Q: 3 clusters Score -261763 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -261832.656250 Penalty: 2826.311523
	Iteration 12Q: 3 clusters Score -261832.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -261902.796875 Penalty: 2826.311523
	Iteration 13Q: 3 clusters Score -261902.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -261985.015625 Penalty: 2826.311523
	Iteration 14Q: 3 clusters Score -261985 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -262072.843750 Penalty: 2826.311523
	Iteration 15Q: 3 clusters Score -262072.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -262153.343750 Penalty: 2826.311523
	Iteration 16Q: 3 clusters Score -262153.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -262221.812500 Penalty: 2826.311523
	Iteration 17Q: 3 clusters Score -262221.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262280.031250 Penalty: 2826.311523
	Iteration 18Q: 3 clusters Score -262280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262329.468750 Penalty: 2826.311523
	Iteration 19Q: 3 clusters Score -262329.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -262378.250000 Penalty: 2826.311523
	Iteration 20F: 3 clusters Score -262378.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -262406.343750 Penalty: 2826.311523
	Iteration 21Q: 3 clusters Score -262406.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -262434.000000 Penalty: 2826.311523
	Iteration 22Q: 3 clusters Score -262434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -262451.531250 Penalty: 2826.311523
	Iteration 23Q: 3 clusters Score -262451.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -262472.562500 Penalty: 2826.311523
	Iteration 24Q: 3 clusters Score -262472.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -262490.437500 Penalty: 2826.311523
	Iteration 25Q: 3 clusters Score -262490.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -262505.437500 Penalty: 2826.311523
	Iteration 26Q: 3 clusters Score -262505.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -262522.750000 Penalty: 2826.311523
	Iteration 27Q: 3 clusters Score -262522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -262537.500000 Penalty: 2826.311523
	Iteration 28Q: 3 clusters Score -262537.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -262550.187500 Penalty: 2826.311523
	Iteration 29Q: 3 clusters Score -262550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -262557.468750 Penalty: 2826.311523
	Iteration 30Q: 3 clusters Score -262557.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -262563.718750 Penalty: 2826.311523
	Iteration 31Q: 3 clusters Score -262563.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -262572.281250 Penalty: 2826.311523
	Iteration 32Q: 3 clusters Score -262572.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -262584.406250 Penalty: 2826.311523
	Iteration 33Q: 3 clusters Score -262584.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -262596.812500 Penalty: 2826.311523
	Iteration 34Q: 3 clusters Score -262596.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -262602.000000 Penalty: 2826.311523
	Iteration 35Q: 3 clusters Score -262602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -262607.156250 Penalty: 2826.311523
	Iteration 36Q: 3 clusters Score -262607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -262610.468750 Penalty: 2826.311523
	Iteration 37Q: 3 clusters Score -262610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -262612.343750 Penalty: 2826.311523
	Iteration 38Q: 3 clusters Score -262612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -262612.875000 Penalty: 2826.311523
	Iteration 39Q: 3 clusters Score -262612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -262613.312500 Penalty: 2826.311523
	Iteration 40F: 3 clusters Score -262613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -262614.562500 Penalty: 2826.311523
	Iteration 41Q: 3 clusters Score -262614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -262618.031250 Penalty: 2826.311523
	Iteration 42Q: 3 clusters Score -262618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -262620.625000 Penalty: 2826.311523
	Iteration 43Q: 3 clusters Score -262620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -262624.093750 Penalty: 2826.311523
	Iteration 44Q: 3 clusters Score -262624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -262624.437500 Penalty: 2826.311523
	Iteration 45Q: 3 clusters Score -262624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -262624.437500 Penalty: 2826.311523
	Iteration 46F: 3 clusters Score -262624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65098 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14313 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581861 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 20 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539308.000000 Penalty: 37573.226562
Iteration 319Q: 18 clusters Score -3.753931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65099 members 
Mstep: Class 6 contains 22379 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14319 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7538 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581862 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 20 contains 5984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539308.000000 Penalty: 37573.226562
Iteration 320F: 18 clusters Score -3.753931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65099 members 
Mstep: Class 6 contains 22378 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14321 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7538 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581872 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4592 members 
Mstep: Class 20 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539296.000000 Penalty: 37573.226562
Iteration 321Q: 18 clusters Score -3.75393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 11017 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65099 members 
Mstep: Class 6 contains 22376 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14324 members 
Mstep: Class 11 contains 59379 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581878 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4590 members 
Mstep: Class 20 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539300.000000 Penalty: 37573.226562
Iteration 322Q: 18 clusters Score -3.75393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8523 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65097 members 
Mstep: Class 6 contains 22372 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 11 contains 59378 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581892 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4586 members 
Mstep: Class 20 contains 5992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539356.000000 Penalty: 37573.226562
Iteration 323Q: 18 clusters Score -3.753936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8514 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 6 contains 22368 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581900 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4581 members 
Mstep: Class 20 contains 5996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539356.000000 Penalty: 37573.226562
Iteration 324Q: 18 clusters Score -3.753936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8504 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65098 members 
Mstep: Class 6 contains 22366 members 
Mstep: Class 7 contains 4834 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 11 contains 59377 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581906 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539332.000000 Penalty: 37573.226562
Iteration 325Q: 18 clusters Score -3.753933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65099 members 
Mstep: Class 6 contains 22365 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14349 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581910 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4576 members 
Mstep: Class 20 contains 6000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539356.000000 Penalty: 37573.226562
Iteration 326Q: 18 clusters Score -3.753936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65100 members 
Mstep: Class 6 contains 22363 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581913 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4577 members 
Mstep: Class 20 contains 6002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539352.000000 Penalty: 37573.226562
Iteration 327Q: 18 clusters Score -3.753935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65101 members 
Mstep: Class 6 contains 22358 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14349 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581915 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4579 members 
Mstep: Class 20 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539332.000000 Penalty: 37573.226562
Iteration 328Q: 18 clusters Score -3.753933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65102 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581919 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539328.000000 Penalty: 37573.226562
Iteration 329Q: 18 clusters Score -3.753933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65102 members 
Mstep: Class 6 contains 22351 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14351 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581922 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539340.000000 Penalty: 37573.226562
Iteration 330Q: 18 clusters Score -3.753934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65101 members 
Mstep: Class 6 contains 22349 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14352 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581926 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539324.000000 Penalty: 37573.226562
Iteration 331Q: 18 clusters Score -3.753932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65101 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14353 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581928 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 332Q: 18 clusters Score -3.753932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65101 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14354 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581929 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539324.000000 Penalty: 37573.226562
Iteration 333Q: 18 clusters Score -3.753932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65101 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14357 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581931 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539320.000000 Penalty: 37573.226562
Iteration 334Q: 18 clusters Score -3.753932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65101 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14362 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581928 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539320.000000 Penalty: 37573.226562
Iteration 335Q: 18 clusters Score -3.753932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65101 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581928 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539308.000000 Penalty: 37573.226562
Iteration 336Q: 18 clusters Score -3.753931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65100 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581929 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539276.000000 Penalty: 37573.226562
Iteration 337Q: 18 clusters Score -3.753928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65100 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14367 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581927 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539292.000000 Penalty: 37573.226562
Iteration 338Q: 18 clusters Score -3.753929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65100 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581928 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539300.000000 Penalty: 37573.226562
Iteration 339Q: 18 clusters Score -3.75393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65100 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14366 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581927 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 340F: 18 clusters Score -3.753932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65100 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14367 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581926 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 341Q: 18 clusters Score -3.753932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 65100 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 14367 members 
Mstep: Class 11 contains 59372 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 15 contains 581926 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 20 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37539316.000000 Penalty: 37573.226562
Iteration 342F: 18 clusters Score -3.753932e+07 nChanged 0
Entering ConstructFrom: 
Score: -37539316.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -52759.316406 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -52759.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -51206.101562 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -51206.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -51449.339844 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -51449.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -51515.816406 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -51515.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -51544.300781 Penalty: 2288.458740
	Iteration 3Q: 3 clusters Score -51544.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -51563.828125 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -51563.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -51580.011719 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -51580.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -51592.355469 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -51592.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -51600.320312 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -51600.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -51606.808594 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -51606.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -51608.406250 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -51608.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -51608.406250 Penalty: 2288.458740
	Iteration 10F: 3 clusters Score -51608.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -404256.500000 Penalty: 1469.715698
	Iteration 0F: 2 clusters Score -404256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -398097.812500 Penalty: 2939.431396
	Iteration 0F: 3 clusters Score -398097.8 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -400002.843750 Penalty: 2939.431396
	Iteration 1F: 3 clusters Score -400002.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -400219.968750 Penalty: 2939.431396
	Iteration 2F: 3 clusters Score -400220 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -400375.781250 Penalty: 2939.431396
	Iteration 3Q: 3 clusters Score -400375.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -400513.218750 Penalty: 2939.431396
	Iteration 4Q: 3 clusters Score -400513.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -400656.187500 Penalty: 2939.431396
	Iteration 5Q: 3 clusters Score -400656.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -400809.062500 Penalty: 2939.431396
	Iteration 6Q: 3 clusters Score -400809.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -400975.781250 Penalty: 2939.431396
	Iteration 7Q: 3 clusters Score -400975.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -401148.375000 Penalty: 2939.431396
	Iteration 8Q: 3 clusters Score -401148.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -401332.406250 Penalty: 2939.431396
	Iteration 9Q: 3 clusters Score -401332.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -401539.281250 Penalty: 2939.431396
	Iteration 10Q: 3 clusters Score -401539.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -401754.093750 Penalty: 2939.431396
	Iteration 11Q: 3 clusters Score -401754.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -401931.281250 Penalty: 2939.431396
	Iteration 12Q: 3 clusters Score -401931.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -402088.781250 Penalty: 2939.431396
	Iteration 13Q: 3 clusters Score -402088.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -402187.500000 Penalty: 2939.431396
	Iteration 14Q: 3 clusters Score -402187.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -402246.000000 Penalty: 2939.431396
	Iteration 15Q: 3 clusters Score -402246 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -402292.343750 Penalty: 2939.431396
	Iteration 16Q: 3 clusters Score -402292.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -402339.062500 Penalty: 2939.431396
	Iteration 17Q: 3 clusters Score -402339.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -402381.812500 Penalty: 2939.431396
	Iteration 18Q: 3 clusters Score -402381.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -402429.625000 Penalty: 2939.431396
	Iteration 19Q: 3 clusters Score -402429.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -402489.531250 Penalty: 2939.431396
	Iteration 20F: 3 clusters Score -402489.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -402546.468750 Penalty: 2939.431396
	Iteration 21Q: 3 clusters Score -402546.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -402612.312500 Penalty: 2939.431396
	Iteration 22Q: 3 clusters Score -402612.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -402666.312500 Penalty: 2939.431396
	Iteration 23Q: 3 clusters Score -402666.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -402713.031250 Penalty: 2939.431396
	Iteration 24Q: 3 clusters Score -402713 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -402755.125000 Penalty: 2939.431396
	Iteration 25Q: 3 clusters Score -402755.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -402789.968750 Penalty: 2939.431396
	Iteration 26Q: 3 clusters Score -402790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -402826.593750 Penalty: 2939.431396
	Iteration 27Q: 3 clusters Score -402826.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -402855.312500 Penalty: 2939.431396
	Iteration 28Q: 3 clusters Score -402855.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -402880.062500 Penalty: 2939.431396
	Iteration 29Q: 3 clusters Score -402880.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -402906.343750 Penalty: 2939.431396
	Iteration 30Q: 3 clusters Score -402906.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -402936.156250 Penalty: 2939.431396
	Iteration 31Q: 3 clusters Score -402936.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -402962.093750 Penalty: 2939.431396
	Iteration 32Q: 3 clusters Score -402962.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -402988.000000 Penalty: 2939.431396
	Iteration 33Q: 3 clusters Score -402988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -403009.125000 Penalty: 2939.431396
	Iteration 34Q: 3 clusters Score -403009.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -403032.281250 Penalty: 2939.431396
	Iteration 35Q: 3 clusters Score -403032.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -403053.250000 Penalty: 2939.431396
	Iteration 36Q: 3 clusters Score -403053.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -403069.312500 Penalty: 2939.431396
	Iteration 37Q: 3 clusters Score -403069.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -403082.500000 Penalty: 2939.431396
	Iteration 38Q: 3 clusters Score -403082.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -403092.593750 Penalty: 2939.431396
	Iteration 39Q: 3 clusters Score -403092.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -403101.781250 Penalty: 2939.431396
	Iteration 40F: 3 clusters Score -403101.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -403116.062500 Penalty: 2939.431396
	Iteration 41Q: 3 clusters Score -403116.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -403127.187500 Penalty: 2939.431396
	Iteration 42Q: 3 clusters Score -403127.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -403135.593750 Penalty: 2939.431396
	Iteration 43Q: 3 clusters Score -403135.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -403142.218750 Penalty: 2939.431396
	Iteration 44Q: 3 clusters Score -403142.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -403149.906250 Penalty: 2939.431396
	Iteration 45Q: 3 clusters Score -403149.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -403157.625000 Penalty: 2939.431396
	Iteration 46Q: 3 clusters Score -403157.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -403162.875000 Penalty: 2939.431396
	Iteration 47Q: 3 clusters Score -403162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -403164.531250 Penalty: 2939.431396
	Iteration 48Q: 3 clusters Score -403164.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -403167.875000 Penalty: 2939.431396
	Iteration 49Q: 3 clusters Score -403167.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -403168.687500 Penalty: 2939.431396
	Iteration 50Q: 3 clusters Score -403168.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -403171.000000 Penalty: 2939.431396
	Iteration 51Q: 3 clusters Score -403171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -403172.093750 Penalty: 2939.431396
	Iteration 52Q: 3 clusters Score -403172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -403172.312500 Penalty: 2939.431396
	Iteration 53Q: 3 clusters Score -403172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -403172.843750 Penalty: 2939.431396
	Iteration 54Q: 3 clusters Score -403172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -403173.218750 Penalty: 2939.431396
	Iteration 55Q: 3 clusters Score -403173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -403173.250000 Penalty: 2939.431396
	Iteration 56Q: 3 clusters Score -403173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -403173.250000 Penalty: 2939.431396
	Iteration 57F: 3 clusters Score -403173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -543563.437500 Penalty: 1512.448608
	Iteration 0F: 2 clusters Score -543563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -535772.437500 Penalty: 3024.897217
	Iteration 0F: 3 clusters Score -535772.4 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -538481.250000 Penalty: 3024.897217
	Iteration 1F: 3 clusters Score -538481.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -538848.250000 Penalty: 3024.897217
	Iteration 2F: 3 clusters Score -538848.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -539267.812500 Penalty: 3024.897217
	Iteration 3F: 3 clusters Score -539267.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -539770.312500 Penalty: 3024.897217
	Iteration 4F: 3 clusters Score -539770.3 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -540377.000000 Penalty: 3024.897217
	Iteration 5F: 3 clusters Score -540377 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -541000.375000 Penalty: 3024.897217
	Iteration 6F: 3 clusters Score -541000.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -541559.625000 Penalty: 3024.897217
	Iteration 7F: 3 clusters Score -541559.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -541892.625000 Penalty: 3024.897217
	Iteration 8Q: 3 clusters Score -541892.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -542111.250000 Penalty: 3024.897217
	Iteration 9Q: 3 clusters Score -542111.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -542283.062500 Penalty: 3024.897217
	Iteration 10Q: 3 clusters Score -542283.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -542370.937500 Penalty: 3024.897217
	Iteration 11Q: 3 clusters Score -542370.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -542428.312500 Penalty: 3024.897217
	Iteration 12Q: 3 clusters Score -542428.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -542482.000000 Penalty: 3024.897217
	Iteration 13Q: 3 clusters Score -542482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -542511.312500 Penalty: 3024.897217
	Iteration 14Q: 3 clusters Score -542511.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -542530.937500 Penalty: 3024.897217
	Iteration 15Q: 3 clusters Score -542530.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -542543.187500 Penalty: 3024.897217
	Iteration 16Q: 3 clusters Score -542543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -542549.687500 Penalty: 3024.897217
	Iteration 17Q: 3 clusters Score -542549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -542552.937500 Penalty: 3024.897217
	Iteration 18Q: 3 clusters Score -542552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -542554.437500 Penalty: 3024.897217
	Iteration 19Q: 3 clusters Score -542554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -542554.937500 Penalty: 3024.897217
	Iteration 20F: 3 clusters Score -542554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -542555.500000 Penalty: 3024.897217
	Iteration 21Q: 3 clusters Score -542555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -542555.500000 Penalty: 3024.897217
	Iteration 22F: 3 clusters Score -542555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -193222.796875 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -193222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -190027.765625 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -190027.8 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -190834.468750 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -190834.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -190965.328125 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -190965.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -191057.109375 Penalty: 2673.462402
	Iteration 3Q: 3 clusters Score -191057.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -191123.406250 Penalty: 2673.462402
	Iteration 4Q: 3 clusters Score -191123.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -191165.921875 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -191165.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -191198.859375 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -191198.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -191222.375000 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -191222.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -191237.468750 Penalty: 2673.462402
	Iteration 8Q: 3 clusters Score -191237.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -191246.562500 Penalty: 2673.462402
	Iteration 9Q: 3 clusters Score -191246.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -191256.671875 Penalty: 2673.462402
	Iteration 10Q: 3 clusters Score -191256.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -191263.609375 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -191263.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -191269.578125 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -191269.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -191277.218750 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -191277.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -191285.671875 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -191285.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -191294.453125 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -191294.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -191301.406250 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -191301.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -191312.531250 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -191312.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -191327.921875 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -191327.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -191339.281250 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -191339.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -191348.312500 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -191348.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -191359.609375 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -191359.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -191374.687500 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -191374.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -191392.921875 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -191392.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -191416.203125 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -191416.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -191442.171875 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -191442.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -191468.500000 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -191468.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -191496.890625 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -191496.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -191522.390625 Penalty: 2673.462402
	Iteration 28Q: 3 clusters Score -191522.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -191551.859375 Penalty: 2673.462402
	Iteration 29Q: 3 clusters Score -191551.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -191580.046875 Penalty: 2673.462402
	Iteration 30Q: 3 clusters Score -191580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -191616.640625 Penalty: 2673.462402
	Iteration 31Q: 3 clusters Score -191616.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -191667.671875 Penalty: 2673.462402
	Iteration 32Q: 3 clusters Score -191667.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -191726.234375 Penalty: 2673.462402
	Iteration 33Q: 3 clusters Score -191726.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191783.921875 Penalty: 2673.462402
	Iteration 34Q: 3 clusters Score -191783.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -191828.921875 Penalty: 2673.462402
	Iteration 35Q: 3 clusters Score -191828.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -191863.859375 Penalty: 2673.462402
	Iteration 36Q: 3 clusters Score -191863.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191891.968750 Penalty: 2673.462402
	Iteration 37Q: 3 clusters Score -191892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -191924.500000 Penalty: 2673.462402
	Iteration 38Q: 3 clusters Score -191924.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -191956.203125 Penalty: 2673.462402
	Iteration 39Q: 3 clusters Score -191956.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -191974.703125 Penalty: 2673.462402
	Iteration 40F: 3 clusters Score -191974.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -191992.421875 Penalty: 2673.462402
	Iteration 41Q: 3 clusters Score -191992.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -192009.921875 Penalty: 2673.462402
	Iteration 42Q: 3 clusters Score -192009.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -192021.203125 Penalty: 2673.462402
	Iteration 43Q: 3 clusters Score -192021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -192025.703125 Penalty: 2673.462402
	Iteration 44Q: 3 clusters Score -192025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -192029.734375 Penalty: 2673.462402
	Iteration 45Q: 3 clusters Score -192029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -192032.843750 Penalty: 2673.462402
	Iteration 46Q: 3 clusters Score -192032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -192035.000000 Penalty: 2673.462402
	Iteration 47Q: 3 clusters Score -192035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -192041.265625 Penalty: 2673.462402
	Iteration 48Q: 3 clusters Score -192041.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -192050.140625 Penalty: 2673.462402
	Iteration 49Q: 3 clusters Score -192050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -192054.796875 Penalty: 2673.462402
	Iteration 50Q: 3 clusters Score -192054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -192055.218750 Penalty: 2673.462402
	Iteration 51Q: 3 clusters Score -192055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -192055.468750 Penalty: 2673.462402
	Iteration 52Q: 3 clusters Score -192055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -192056.687500 Penalty: 2673.462402
	Iteration 53Q: 3 clusters Score -192056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -192057.203125 Penalty: 2673.462402
	Iteration 54Q: 3 clusters Score -192057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -192059.250000 Penalty: 2673.462402
	Iteration 55Q: 3 clusters Score -192059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -192062.125000 Penalty: 2673.462402
	Iteration 56Q: 3 clusters Score -192062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -192063.328125 Penalty: 2673.462402
	Iteration 57Q: 3 clusters Score -192063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -192064.718750 Penalty: 2673.462402
	Iteration 58Q: 3 clusters Score -192064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -192065.937500 Penalty: 2673.462402
	Iteration 59Q: 3 clusters Score -192065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -192067.703125 Penalty: 2673.462402
	Iteration 60F: 3 clusters Score -192067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -192069.078125 Penalty: 2673.462402
	Iteration 61Q: 3 clusters Score -192069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -192069.515625 Penalty: 2673.462402
	Iteration 62Q: 3 clusters Score -192069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -192070.250000 Penalty: 2673.462402
	Iteration 63Q: 3 clusters Score -192070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -192070.250000 Penalty: 2673.462402
	Iteration 64F: 3 clusters Score -192070.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Entering Unmasked Estep 
Score: -3189638.500000 Penalty: 1801.098022
	Iteration 0F: 2 clusters Score -3189638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -3145959.750000 Penalty: 3602.196045
	Iteration 0F: 3 clusters Score -3145960 nChanged 31019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -3164416.000000 Penalty: 3602.196045
	Iteration 1F: 3 clusters Score -3164416 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -3165615.250000 Penalty: 3602.196045
	Iteration 2Q: 3 clusters Score -3165615 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3167429.000000 Penalty: 3602.196045
	Iteration 3F: 3 clusters Score -3167429 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3170266.500000 Penalty: 3602.196045
	Iteration 4F: 3 clusters Score -3170266 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3174005.000000 Penalty: 3602.196045
	Iteration 5F: 3 clusters Score -3174005 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3178313.750000 Penalty: 3602.196045
	Iteration 6F: 3 clusters Score -3178314 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3181773.250000 Penalty: 3602.196045
	Iteration 7F: 3 clusters Score -3181773 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3183323.750000 Penalty: 3602.196045
	Iteration 8Q: 3 clusters Score -3183324 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3183956.750000 Penalty: 3602.196045
	Iteration 9Q: 3 clusters Score -3183957 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3184373.500000 Penalty: 3602.196045
	Iteration 10Q: 3 clusters Score -3184374 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3184740.500000 Penalty: 3602.196045
	Iteration 11Q: 3 clusters Score -3184740 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3185034.500000 Penalty: 3602.196045
	Iteration 12Q: 3 clusters Score -3185034 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3185283.000000 Penalty: 3602.196045
	Iteration 13Q: 3 clusters Score -3185283 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3185499.250000 Penalty: 3602.196045
	Iteration 14Q: 3 clusters Score -3185499 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3185702.750000 Penalty: 3602.196045
	Iteration 15Q: 3 clusters Score -3185703 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3185887.500000 Penalty: 3602.196045
	Iteration 16Q: 3 clusters Score -3185888 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3186083.750000 Penalty: 3602.196045
	Iteration 17Q: 3 clusters Score -3186084 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3186210.500000 Penalty: 3602.196045
	Iteration 18Q: 3 clusters Score -3186210 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3186352.500000 Penalty: 3602.196045
	Iteration 19Q: 3 clusters Score -3186352 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3186516.000000 Penalty: 3602.196045
	Iteration 20F: 3 clusters Score -3186516 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3186664.750000 Penalty: 3602.196045
	Iteration 21Q: 3 clusters Score -3186665 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3186786.250000 Penalty: 3602.196045
	Iteration 22Q: 3 clusters Score -3186786 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3186918.500000 Penalty: 3602.196045
	Iteration 23Q: 3 clusters Score -3186918 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3187009.000000 Penalty: 3602.196045
	Iteration 24Q: 3 clusters Score -3187009 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3187111.250000 Penalty: 3602.196045
	Iteration 25Q: 3 clusters Score -3187111 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3187220.250000 Penalty: 3602.196045
	Iteration 26Q: 3 clusters Score -3187220 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3187299.750000 Penalty: 3602.196045
	Iteration 27Q: 3 clusters Score -3187300 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3187399.500000 Penalty: 3602.196045
	Iteration 28Q: 3 clusters Score -3187400 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3187459.000000 Penalty: 3602.196045
	Iteration 29Q: 3 clusters Score -3187459 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3187536.750000 Penalty: 3602.196045
	Iteration 30Q: 3 clusters Score -3187537 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3187583.000000 Penalty: 3602.196045
	Iteration 31Q: 3 clusters Score -3187583 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3187634.750000 Penalty: 3602.196045
	Iteration 32Q: 3 clusters Score -3187635 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3187676.000000 Penalty: 3602.196045
	Iteration 33Q: 3 clusters Score -3187676 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3187707.500000 Penalty: 3602.196045
	Iteration 34Q: 3 clusters Score -3187708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3187770.750000 Penalty: 3602.196045
	Iteration 35Q: 3 clusters Score -3187771 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3187805.000000 Penalty: 3602.196045
	Iteration 36Q: 3 clusters Score -3187805 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3187839.750000 Penalty: 3602.196045
	Iteration 37Q: 3 clusters Score -3187840 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3187879.500000 Penalty: 3602.196045
	Iteration 38Q: 3 clusters Score -3187880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3187909.000000 Penalty: 3602.196045
	Iteration 39Q: 3 clusters Score -3187909 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3187930.750000 Penalty: 3602.196045
	Iteration 40F: 3 clusters Score -3187931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3187958.000000 Penalty: 3602.196045
	Iteration 41Q: 3 clusters Score -3187958 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3187975.750000 Penalty: 3602.196045
	Iteration 42Q: 3 clusters Score -3187976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3188004.250000 Penalty: 3602.196045
	Iteration 43Q: 3 clusters Score -3188004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3188023.250000 Penalty: 3602.196045
	Iteration 44Q: 3 clusters Score -3188023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3188040.250000 Penalty: 3602.196045
	Iteration 45Q: 3 clusters Score -3188040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3188076.750000 Penalty: 3602.196045
	Iteration 46Q: 3 clusters Score -3188077 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3188085.250000 Penalty: 3602.196045
	Iteration 47Q: 3 clusters Score -3188085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3188092.250000 Penalty: 3602.196045
	Iteration 48Q: 3 clusters Score -3188092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3188110.000000 Penalty: 3602.196045
	Iteration 49Q: 3 clusters Score -3188110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3188110.750000 Penalty: 3602.196045
	Iteration 50Q: 3 clusters Score -3188111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3188109.250000 Penalty: 3602.196045
	Iteration 51Q: 3 clusters Score -3188109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3188132.500000 Penalty: 3602.196045
	Iteration 52Q: 3 clusters Score -3188132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3188144.250000 Penalty: 3602.196045
	Iteration 53Q: 3 clusters Score -3188144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3188153.500000 Penalty: 3602.196045
	Iteration 54Q: 3 clusters Score -3188154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3188157.500000 Penalty: 3602.196045
	Iteration 55Q: 3 clusters Score -3188158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3188158.750000 Penalty: 3602.196045
	Iteration 56Q: 3 clusters Score -3188159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3188156.750000 Penalty: 3602.196045
	Iteration 57Q: 3 clusters Score -3188157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3188161.250000 Penalty: 3602.196045
	Iteration 58Q: 3 clusters Score -3188161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3188166.000000 Penalty: 3602.196045
	Iteration 59Q: 3 clusters Score -3188166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3188171.500000 Penalty: 3602.196045
	Iteration 60F: 3 clusters Score -3188172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3188173.250000 Penalty: 3602.196045
	Iteration 61Q: 3 clusters Score -3188173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3188180.750000 Penalty: 3602.196045
	Iteration 62Q: 3 clusters Score -3188181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3188187.750000 Penalty: 3602.196045
	Iteration 63Q: 3 clusters Score -3188188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3188194.500000 Penalty: 3602.196045
	Iteration 64Q: 3 clusters Score -3188194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3188196.000000 Penalty: 3602.196045
	Iteration 65Q: 3 clusters Score -3188196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3188196.250000 Penalty: 3602.196045
	Iteration 66Q: 3 clusters Score -3188196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3188198.500000 Penalty: 3602.196045
	Iteration 67Q: 3 clusters Score -3188198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3188193.250000 Penalty: 3602.196045
	Iteration 68Q: 3 clusters Score -3188193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3188202.500000 Penalty: 3602.196045
	Iteration 69Q: 3 clusters Score -3188202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3188201.250000 Penalty: 3602.196045
	Iteration 70Q: 3 clusters Score -3188201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3188199.250000 Penalty: 3602.196045
	Iteration 71Q: 3 clusters Score -3188199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3188199.750000 Penalty: 3602.196045
	Iteration 72Q: 3 clusters Score -3188200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3188200.500000 Penalty: 3602.196045
	Iteration 73Q: 3 clusters Score -3188200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3188200.500000 Penalty: 3602.196045
	Iteration 74Q: 3 clusters Score -3188200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3188200.500000 Penalty: 3602.196045
	Iteration 75F: 3 clusters Score -3188200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Entering Unmasked Estep 
Score: -1086385.250000 Penalty: 1627.347656
	Iteration 0F: 2 clusters Score -1086385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1071262.375000 Penalty: 3254.695312
	Iteration 0F: 3 clusters Score -1071262 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1076785.750000 Penalty: 3254.695312
	Iteration 1F: 3 clusters Score -1076786 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1077174.250000 Penalty: 3254.695312
	Iteration 2Q: 3 clusters Score -1077174 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1077631.125000 Penalty: 3254.695312
	Iteration 3Q: 3 clusters Score -1077631 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1078134.000000 Penalty: 3254.695312
	Iteration 4Q: 3 clusters Score -1078134 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1078733.875000 Penalty: 3254.695312
	Iteration 5Q: 3 clusters Score -1078734 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1079395.125000 Penalty: 3254.695312
	Iteration 6F: 3 clusters Score -1079395 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1080104.500000 Penalty: 3254.695312
	Iteration 7F: 3 clusters Score -1080104 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1080880.625000 Penalty: 3254.695312
	Iteration 8F: 3 clusters Score -1080881 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1081653.125000 Penalty: 3254.695312
	Iteration 9F: 3 clusters Score -1081653 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1082284.625000 Penalty: 3254.695312
	Iteration 10Q: 3 clusters Score -1082285 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1082668.875000 Penalty: 3254.695312
	Iteration 11Q: 3 clusters Score -1082669 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1082889.625000 Penalty: 3254.695312
	Iteration 12Q: 3 clusters Score -1082890 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1083018.500000 Penalty: 3254.695312
	Iteration 13Q: 3 clusters Score -1083018 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1083132.500000 Penalty: 3254.695312
	Iteration 14Q: 3 clusters Score -1083132 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1083257.625000 Penalty: 3254.695312
	Iteration 15Q: 3 clusters Score -1083258 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1083393.750000 Penalty: 3254.695312
	Iteration 16Q: 3 clusters Score -1083394 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1083533.375000 Penalty: 3254.695312
	Iteration 17Q: 3 clusters Score -1083533 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1083667.875000 Penalty: 3254.695312
	Iteration 18Q: 3 clusters Score -1083668 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1083809.375000 Penalty: 3254.695312
	Iteration 19Q: 3 clusters Score -1083809 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1083929.375000 Penalty: 3254.695312
	Iteration 20F: 3 clusters Score -1083929 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1084055.125000 Penalty: 3254.695312
	Iteration 21Q: 3 clusters Score -1084055 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1084162.750000 Penalty: 3254.695312
	Iteration 22Q: 3 clusters Score -1084163 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1084264.500000 Penalty: 3254.695312
	Iteration 23Q: 3 clusters Score -1084264 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1084353.000000 Penalty: 3254.695312
	Iteration 24Q: 3 clusters Score -1084353 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1084435.875000 Penalty: 3254.695312
	Iteration 25Q: 3 clusters Score -1084436 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1084518.750000 Penalty: 3254.695312
	Iteration 26Q: 3 clusters Score -1084519 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1084580.250000 Penalty: 3254.695312
	Iteration 27Q: 3 clusters Score -1084580 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1084648.125000 Penalty: 3254.695312
	Iteration 28Q: 3 clusters Score -1084648 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1084717.625000 Penalty: 3254.695312
	Iteration 29Q: 3 clusters Score -1084718 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1084786.500000 Penalty: 3254.695312
	Iteration 30Q: 3 clusters Score -1084786 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1084854.750000 Penalty: 3254.695312
	Iteration 31Q: 3 clusters Score -1084855 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1084904.750000 Penalty: 3254.695312
	Iteration 32Q: 3 clusters Score -1084905 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1084972.375000 Penalty: 3254.695312
	Iteration 33Q: 3 clusters Score -1084972 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1085030.500000 Penalty: 3254.695312
	Iteration 34Q: 3 clusters Score -1085030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1085078.375000 Penalty: 3254.695312
	Iteration 35Q: 3 clusters Score -1085078 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1085114.500000 Penalty: 3254.695312
	Iteration 36Q: 3 clusters Score -1085114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1085147.625000 Penalty: 3254.695312
	Iteration 37Q: 3 clusters Score -1085148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1085185.875000 Penalty: 3254.695312
	Iteration 38Q: 3 clusters Score -1085186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1085215.250000 Penalty: 3254.695312
	Iteration 39Q: 3 clusters Score -1085215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1085257.250000 Penalty: 3254.695312
	Iteration 40F: 3 clusters Score -1085257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1085287.625000 Penalty: 3254.695312
	Iteration 41Q: 3 clusters Score -1085288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1085324.625000 Penalty: 3254.695312
	Iteration 42Q: 3 clusters Score -1085325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1085356.375000 Penalty: 3254.695312
	Iteration 43Q: 3 clusters Score -1085356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1085395.000000 Penalty: 3254.695312
	Iteration 44Q: 3 clusters Score -1085395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1085418.625000 Penalty: 3254.695312
	Iteration 45Q: 3 clusters Score -1085419 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1085438.375000 Penalty: 3254.695312
	Iteration 46Q: 3 clusters Score -1085438 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1085465.000000 Penalty: 3254.695312
	Iteration 47Q: 3 clusters Score -1085465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1085481.375000 Penalty: 3254.695312
	Iteration 48Q: 3 clusters Score -1085481 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1085496.250000 Penalty: 3254.695312
	Iteration 49Q: 3 clusters Score -1085496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1085511.875000 Penalty: 3254.695312
	Iteration 50Q: 3 clusters Score -1085512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1085528.125000 Penalty: 3254.695312
	Iteration 51Q: 3 clusters Score -1085528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1085540.000000 Penalty: 3254.695312
	Iteration 52Q: 3 clusters Score -1085540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1085553.875000 Penalty: 3254.695312
	Iteration 53Q: 3 clusters Score -1085554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1085562.375000 Penalty: 3254.695312
	Iteration 54Q: 3 clusters Score -1085562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1085566.125000 Penalty: 3254.695312
	Iteration 55Q: 3 clusters Score -1085566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1085571.750000 Penalty: 3254.695312
	Iteration 56Q: 3 clusters Score -1085572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1085580.500000 Penalty: 3254.695312
	Iteration 57Q: 3 clusters Score -1085580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1085584.000000 Penalty: 3254.695312
	Iteration 58Q: 3 clusters Score -1085584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1085586.500000 Penalty: 3254.695312
	Iteration 59Q: 3 clusters Score -1085586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1085585.500000 Penalty: 3254.695312
	Iteration 60F: 3 clusters Score -1085586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1085586.875000 Penalty: 3254.695312
	Iteration 61Q: 3 clusters Score -1085587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1085586.750000 Penalty: 3254.695312
	Iteration 62Q: 3 clusters Score -1085587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1085588.000000 Penalty: 3254.695312
	Iteration 63Q: 3 clusters Score -1085588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1085589.125000 Penalty: 3254.695312
	Iteration 64Q: 3 clusters Score -1085589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1085590.500000 Penalty: 3254.695312
	Iteration 65Q: 3 clusters Score -1085590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1085590.750000 Penalty: 3254.695312
	Iteration 66Q: 3 clusters Score -1085591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1085591.000000 Penalty: 3254.695312
	Iteration 67Q: 3 clusters Score -1085591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1085591.000000 Penalty: 3254.695312
	Iteration 68F: 3 clusters Score -1085591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -239917.750000 Penalty: 1378.624512
	Iteration 0F: 2 clusters Score -239917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -236057.875000 Penalty: 2757.249023
	Iteration 0F: 3 clusters Score -236057.9 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -237086.390625 Penalty: 2757.249023
	Iteration 1F: 3 clusters Score -237086.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -237230.906250 Penalty: 2757.249023
	Iteration 2F: 3 clusters Score -237230.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -237328.453125 Penalty: 2757.249023
	Iteration 3Q: 3 clusters Score -237328.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -237400.171875 Penalty: 2757.249023
	Iteration 4Q: 3 clusters Score -237400.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -237460.015625 Penalty: 2757.249023
	Iteration 5Q: 3 clusters Score -237460 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -237511.937500 Penalty: 2757.249023
	Iteration 6Q: 3 clusters Score -237511.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -237566.250000 Penalty: 2757.249023
	Iteration 7Q: 3 clusters Score -237566.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -237623.609375 Penalty: 2757.249023
	Iteration 8Q: 3 clusters Score -237623.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -237709.046875 Penalty: 2757.249023
	Iteration 9Q: 3 clusters Score -237709 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -237791.156250 Penalty: 2757.249023
	Iteration 10Q: 3 clusters Score -237791.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -237859.781250 Penalty: 2757.249023
	Iteration 11Q: 3 clusters Score -237859.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -237928.921875 Penalty: 2757.249023
	Iteration 12Q: 3 clusters Score -237928.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -238004.328125 Penalty: 2757.249023
	Iteration 13Q: 3 clusters Score -238004.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -238089.921875 Penalty: 2757.249023
	Iteration 14Q: 3 clusters Score -238089.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -238182.109375 Penalty: 2757.249023
	Iteration 15Q: 3 clusters Score -238182.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -238288.703125 Penalty: 2757.249023
	Iteration 16Q: 3 clusters Score -238288.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -238403.171875 Penalty: 2757.249023
	Iteration 17Q: 3 clusters Score -238403.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -238515.562500 Penalty: 2757.249023
	Iteration 18Q: 3 clusters Score -238515.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -238614.187500 Penalty: 2757.249023
	Iteration 19Q: 3 clusters Score -238614.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -238680.093750 Penalty: 2757.249023
	Iteration 20F: 3 clusters Score -238680.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -238725.250000 Penalty: 2757.249023
	Iteration 21Q: 3 clusters Score -238725.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -238751.187500 Penalty: 2757.249023
	Iteration 22Q: 3 clusters Score -238751.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -238775.296875 Penalty: 2757.249023
	Iteration 23Q: 3 clusters Score -238775.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -238792.968750 Penalty: 2757.249023
	Iteration 24Q: 3 clusters Score -238793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -238807.218750 Penalty: 2757.249023
	Iteration 25Q: 3 clusters Score -238807.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -238821.000000 Penalty: 2757.249023
	Iteration 26Q: 3 clusters Score -238821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -238831.656250 Penalty: 2757.249023
	Iteration 27Q: 3 clusters Score -238831.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -238838.312500 Penalty: 2757.249023
	Iteration 28Q: 3 clusters Score -238838.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -238845.859375 Penalty: 2757.249023
	Iteration 29Q: 3 clusters Score -238845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -238854.546875 Penalty: 2757.249023
	Iteration 30Q: 3 clusters Score -238854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -238860.609375 Penalty: 2757.249023
	Iteration 31Q: 3 clusters Score -238860.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -238868.437500 Penalty: 2757.249023
	Iteration 32Q: 3 clusters Score -238868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -238874.843750 Penalty: 2757.249023
	Iteration 33Q: 3 clusters Score -238874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -238878.578125 Penalty: 2757.249023
	Iteration 34Q: 3 clusters Score -238878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -238882.609375 Penalty: 2757.249023
	Iteration 35Q: 3 clusters Score -238882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -238884.812500 Penalty: 2757.249023
	Iteration 36Q: 3 clusters Score -238884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -238888.468750 Penalty: 2757.249023
	Iteration 37Q: 3 clusters Score -238888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -238891.171875 Penalty: 2757.249023
	Iteration 38Q: 3 clusters Score -238891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -238892.218750 Penalty: 2757.249023
	Iteration 39Q: 3 clusters Score -238892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -238893.968750 Penalty: 2757.249023
	Iteration 40F: 3 clusters Score -238894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -238894.796875 Penalty: 2757.249023
	Iteration 41Q: 3 clusters Score -238894.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -238894.796875 Penalty: 2757.249023
	Iteration 42F: 3 clusters Score -238894.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -89312.859375 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -89312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -87284.750000 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -87284.75 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -87672.609375 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -87672.61 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -87765.976562 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -87765.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -87814.960938 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -87814.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -87858.320312 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -87858.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -87886.617188 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -87886.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -87902.554688 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -87902.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -87913.117188 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -87913.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -87918.890625 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -87918.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -87920.273438 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -87920.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -87923.625000 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -87923.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -87926.898438 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -87926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -87930.296875 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -87930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -87932.007812 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -87932.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -87932.218750 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -87932.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -87932.218750 Penalty: 2444.428223
	Iteration 15F: 3 clusters Score -87932.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Entering Unmasked Estep 
Score: -684864.937500 Penalty: 1555.562012
	Iteration 0F: 2 clusters Score -684864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -674746.500000 Penalty: 3111.124023
	Iteration 0F: 3 clusters Score -674746.5 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -678169.125000 Penalty: 3111.124023
	Iteration 1F: 3 clusters Score -678169.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -678432.875000 Penalty: 3111.124023
	Iteration 2F: 3 clusters Score -678432.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -678643.000000 Penalty: 3111.124023
	Iteration 3Q: 3 clusters Score -678643 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -678812.625000 Penalty: 3111.124023
	Iteration 4Q: 3 clusters Score -678812.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -678960.187500 Penalty: 3111.124023
	Iteration 5Q: 3 clusters Score -678960.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -679103.562500 Penalty: 3111.124023
	Iteration 6Q: 3 clusters Score -679103.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -679237.000000 Penalty: 3111.124023
	Iteration 7Q: 3 clusters Score -679237 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -679368.812500 Penalty: 3111.124023
	Iteration 8Q: 3 clusters Score -679368.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -679541.062500 Penalty: 3111.124023
	Iteration 9Q: 3 clusters Score -679541.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -679744.187500 Penalty: 3111.124023
	Iteration 10Q: 3 clusters Score -679744.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -680018.187500 Penalty: 3111.124023
	Iteration 11Q: 3 clusters Score -680018.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -680370.500000 Penalty: 3111.124023
	Iteration 12Q: 3 clusters Score -680370.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -680835.687500 Penalty: 3111.124023
	Iteration 13Q: 3 clusters Score -680835.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -681350.687500 Penalty: 3111.124023
	Iteration 14Q: 3 clusters Score -681350.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -681867.125000 Penalty: 3111.124023
	Iteration 15Q: 3 clusters Score -681867.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -682286.375000 Penalty: 3111.124023
	Iteration 16Q: 3 clusters Score -682286.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -682627.625000 Penalty: 3111.124023
	Iteration 17Q: 3 clusters Score -682627.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -682902.062500 Penalty: 3111.124023
	Iteration 18Q: 3 clusters Score -682902.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -683098.750000 Penalty: 3111.124023
	Iteration 19Q: 3 clusters Score -683098.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -683221.625000 Penalty: 3111.124023
	Iteration 20F: 3 clusters Score -683221.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -683296.437500 Penalty: 3111.124023
	Iteration 21Q: 3 clusters Score -683296.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -683347.062500 Penalty: 3111.124023
	Iteration 22Q: 3 clusters Score -683347.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -683379.312500 Penalty: 3111.124023
	Iteration 23Q: 3 clusters Score -683379.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -683414.625000 Penalty: 3111.124023
	Iteration 24Q: 3 clusters Score -683414.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -683445.500000 Penalty: 3111.124023
	Iteration 25Q: 3 clusters Score -683445.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -683469.875000 Penalty: 3111.124023
	Iteration 26Q: 3 clusters Score -683469.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -683482.687500 Penalty: 3111.124023
	Iteration 27Q: 3 clusters Score -683482.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -683493.250000 Penalty: 3111.124023
	Iteration 28Q: 3 clusters Score -683493.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -683502.125000 Penalty: 3111.124023
	Iteration 29Q: 3 clusters Score -683502.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -683506.750000 Penalty: 3111.124023
	Iteration 30Q: 3 clusters Score -683506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -683510.000000 Penalty: 3111.124023
	Iteration 31Q: 3 clusters Score -683510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -683509.312500 Penalty: 3111.124023
	Iteration 32Q: 3 clusters Score -683509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -683509.312500 Penalty: 3111.124023
	Iteration 33F: 3 clusters Score -683509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Entering Unmasked Estep 
Score: -2876512.250000 Penalty: 1786.131470
	Iteration 0F: 2 clusters Score -2876512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -2836788.000000 Penalty: 3572.262939
	Iteration 0F: 3 clusters Score -2836788 nChanged 28145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2852566.500000 Penalty: 3572.262939
	Iteration 1F: 3 clusters Score -2852566 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2853121.000000 Penalty: 3572.262939
	Iteration 2Q: 3 clusters Score -2853121 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -2853994.250000 Penalty: 3572.262939
	Iteration 3Q: 3 clusters Score -2853994 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2855375.250000 Penalty: 3572.262939
	Iteration 4Q: 3 clusters Score -2855375 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2857745.750000 Penalty: 3572.262939
	Iteration 5F: 3 clusters Score -2857746 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2861283.500000 Penalty: 3572.262939
	Iteration 6F: 3 clusters Score -2861284 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2865309.000000 Penalty: 3572.262939
	Iteration 7F: 3 clusters Score -2865309 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2868675.250000 Penalty: 3572.262939
	Iteration 8F: 3 clusters Score -2868675 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2870749.250000 Penalty: 3572.262939
	Iteration 9F: 3 clusters Score -2870749 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2871901.000000 Penalty: 3572.262939
	Iteration 10Q: 3 clusters Score -2871901 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2872538.750000 Penalty: 3572.262939
	Iteration 11Q: 3 clusters Score -2872539 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2872967.250000 Penalty: 3572.262939
	Iteration 12Q: 3 clusters Score -2872967 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2873319.250000 Penalty: 3572.262939
	Iteration 13Q: 3 clusters Score -2873319 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2873622.000000 Penalty: 3572.262939
	Iteration 14Q: 3 clusters Score -2873622 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2873924.500000 Penalty: 3572.262939
	Iteration 15Q: 3 clusters Score -2873924 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2874290.500000 Penalty: 3572.262939
	Iteration 16Q: 3 clusters Score -2874290 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2874666.750000 Penalty: 3572.262939
	Iteration 17Q: 3 clusters Score -2874667 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2875052.000000 Penalty: 3572.262939
	Iteration 18Q: 3 clusters Score -2875052 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2875415.500000 Penalty: 3572.262939
	Iteration 19Q: 3 clusters Score -2875416 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2875687.750000 Penalty: 3572.262939
	Iteration 20F: 3 clusters Score -2875688 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2875861.500000 Penalty: 3572.262939
	Iteration 21Q: 3 clusters Score -2875862 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2875977.500000 Penalty: 3572.262939
	Iteration 22Q: 3 clusters Score -2875978 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2876050.500000 Penalty: 3572.262939
	Iteration 23Q: 3 clusters Score -2876050 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2876102.000000 Penalty: 3572.262939
	Iteration 24Q: 3 clusters Score -2876102 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2876125.500000 Penalty: 3572.262939
	Iteration 25Q: 3 clusters Score -2876126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2876148.500000 Penalty: 3572.262939
	Iteration 26Q: 3 clusters Score -2876148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2876159.750000 Penalty: 3572.262939
	Iteration 27Q: 3 clusters Score -2876160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2876176.250000 Penalty: 3572.262939
	Iteration 28Q: 3 clusters Score -2876176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2876174.250000 Penalty: 3572.262939
	Iteration 29Q: 3 clusters Score -2876174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2876191.750000 Penalty: 3572.262939
	Iteration 30Q: 3 clusters Score -2876192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2876205.000000 Penalty: 3572.262939
	Iteration 31Q: 3 clusters Score -2876205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2876211.500000 Penalty: 3572.262939
	Iteration 32Q: 3 clusters Score -2876212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2876213.500000 Penalty: 3572.262939
	Iteration 33Q: 3 clusters Score -2876214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2876224.000000 Penalty: 3572.262939
	Iteration 34Q: 3 clusters Score -2876224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2876235.750000 Penalty: 3572.262939
	Iteration 35Q: 3 clusters Score -2876236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2876242.250000 Penalty: 3572.262939
	Iteration 36Q: 3 clusters Score -2876242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2876252.000000 Penalty: 3572.262939
	Iteration 37Q: 3 clusters Score -2876252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2876253.750000 Penalty: 3572.262939
	Iteration 38Q: 3 clusters Score -2876254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2876259.750000 Penalty: 3572.262939
	Iteration 39Q: 3 clusters Score -2876260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2876260.500000 Penalty: 3572.262939
	Iteration 40F: 3 clusters Score -2876260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2876267.000000 Penalty: 3572.262939
	Iteration 41Q: 3 clusters Score -2876267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2876270.000000 Penalty: 3572.262939
	Iteration 42Q: 3 clusters Score -2876270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2876270.250000 Penalty: 3572.262939
	Iteration 43Q: 3 clusters Score -2876270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2876268.000000 Penalty: 3572.262939
	Iteration 44Q: 3 clusters Score -2876268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2876275.000000 Penalty: 3572.262939
	Iteration 45Q: 3 clusters Score -2876275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2876276.000000 Penalty: 3572.262939
	Iteration 46Q: 3 clusters Score -2876276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2876277.000000 Penalty: 3572.262939
	Iteration 47Q: 3 clusters Score -2876277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2876280.750000 Penalty: 3572.262939
	Iteration 48Q: 3 clusters Score -2876281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2876284.250000 Penalty: 3572.262939
	Iteration 49Q: 3 clusters Score -2876284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2876288.750000 Penalty: 3572.262939
	Iteration 50Q: 3 clusters Score -2876289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2876290.750000 Penalty: 3572.262939
	Iteration 51Q: 3 clusters Score -2876291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2876290.750000 Penalty: 3572.262939
	Iteration 52Q: 3 clusters Score -2876291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2876296.000000 Penalty: 3572.262939
	Iteration 53Q: 3 clusters Score -2876296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2876296.000000 Penalty: 3572.262939
	Iteration 54Q: 3 clusters Score -2876296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2876293.250000 Penalty: 3572.262939
	Iteration 55Q: 3 clusters Score -2876293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2876293.250000 Penalty: 3572.262939
	Iteration 56F: 3 clusters Score -2876293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -393563.062500 Penalty: 1450.731689
	Iteration 0F: 2 clusters Score -393563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -387923.687500 Penalty: 2901.463379
	Iteration 0F: 3 clusters Score -387923.7 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -389557.218750 Penalty: 2901.463379
	Iteration 1F: 3 clusters Score -389557.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -389755.625000 Penalty: 2901.463379
	Iteration 2F: 3 clusters Score -389755.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -389933.906250 Penalty: 2901.463379
	Iteration 3F: 3 clusters Score -389933.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -390100.375000 Penalty: 2901.463379
	Iteration 4Q: 3 clusters Score -390100.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -390260.593750 Penalty: 2901.463379
	Iteration 5Q: 3 clusters Score -390260.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -390447.906250 Penalty: 2901.463379
	Iteration 6Q: 3 clusters Score -390447.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -390696.687500 Penalty: 2901.463379
	Iteration 7Q: 3 clusters Score -390696.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -390990.937500 Penalty: 2901.463379
	Iteration 8F: 3 clusters Score -390990.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -391306.218750 Penalty: 2901.463379
	Iteration 9F: 3 clusters Score -391306.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -391630.187500 Penalty: 2901.463379
	Iteration 10Q: 3 clusters Score -391630.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -391891.031250 Penalty: 2901.463379
	Iteration 11Q: 3 clusters Score -391891 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -392068.656250 Penalty: 2901.463379
	Iteration 12Q: 3 clusters Score -392068.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -392187.718750 Penalty: 2901.463379
	Iteration 13Q: 3 clusters Score -392187.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -392267.531250 Penalty: 2901.463379
	Iteration 14Q: 3 clusters Score -392267.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -392306.156250 Penalty: 2901.463379
	Iteration 15Q: 3 clusters Score -392306.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -392335.437500 Penalty: 2901.463379
	Iteration 16Q: 3 clusters Score -392335.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -392355.156250 Penalty: 2901.463379
	Iteration 17Q: 3 clusters Score -392355.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -392366.593750 Penalty: 2901.463379
	Iteration 18Q: 3 clusters Score -392366.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -392377.062500 Penalty: 2901.463379
	Iteration 19Q: 3 clusters Score -392377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -392384.968750 Penalty: 2901.463379
	Iteration 20F: 3 clusters Score -392385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -392393.000000 Penalty: 2901.463379
	Iteration 21Q: 3 clusters Score -392393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -392396.906250 Penalty: 2901.463379
	Iteration 22Q: 3 clusters Score -392396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -392399.937500 Penalty: 2901.463379
	Iteration 23Q: 3 clusters Score -392399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -392401.562500 Penalty: 2901.463379
	Iteration 24Q: 3 clusters Score -392401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -392401.687500 Penalty: 2901.463379
	Iteration 25Q: 3 clusters Score -392401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -392402.281250 Penalty: 2901.463379
	Iteration 26Q: 3 clusters Score -392402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -392402.281250 Penalty: 2901.463379
	Iteration 27F: 3 clusters Score -392402.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Entering Unmasked Estep 
Score: -376180.437500 Penalty: 1454.461548
	Iteration 0F: 2 clusters Score -376180.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -370462.375000 Penalty: 2908.923096
	Iteration 0F: 3 clusters Score -370462.4 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -372141.750000 Penalty: 2908.923096
	Iteration 1F: 3 clusters Score -372141.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -372332.906250 Penalty: 2908.923096
	Iteration 2F: 3 clusters Score -372332.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -372503.062500 Penalty: 2908.923096
	Iteration 3Q: 3 clusters Score -372503.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -372679.656250 Penalty: 2908.923096
	Iteration 4Q: 3 clusters Score -372679.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -372893.406250 Penalty: 2908.923096
	Iteration 5Q: 3 clusters Score -372893.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -373159.718750 Penalty: 2908.923096
	Iteration 6F: 3 clusters Score -373159.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -373515.718750 Penalty: 2908.923096
	Iteration 7F: 3 clusters Score -373515.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -373881.843750 Penalty: 2908.923096
	Iteration 8F: 3 clusters Score -373881.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -374235.343750 Penalty: 2908.923096
	Iteration 9F: 3 clusters Score -374235.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -374536.593750 Penalty: 2908.923096
	Iteration 10Q: 3 clusters Score -374536.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -374715.406250 Penalty: 2908.923096
	Iteration 11Q: 3 clusters Score -374715.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -374831.843750 Penalty: 2908.923096
	Iteration 12Q: 3 clusters Score -374831.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -374897.218750 Penalty: 2908.923096
	Iteration 13Q: 3 clusters Score -374897.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -374939.718750 Penalty: 2908.923096
	Iteration 14Q: 3 clusters Score -374939.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -374985.812500 Penalty: 2908.923096
	Iteration 15Q: 3 clusters Score -374985.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -375016.781250 Penalty: 2908.923096
	Iteration 16Q: 3 clusters Score -375016.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -375038.906250 Penalty: 2908.923096
	Iteration 17Q: 3 clusters Score -375038.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -375060.375000 Penalty: 2908.923096
	Iteration 18Q: 3 clusters Score -375060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -375076.437500 Penalty: 2908.923096
	Iteration 19Q: 3 clusters Score -375076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -375094.250000 Penalty: 2908.923096
	Iteration 20F: 3 clusters Score -375094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -375100.437500 Penalty: 2908.923096
	Iteration 21Q: 3 clusters Score -375100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -375104.906250 Penalty: 2908.923096
	Iteration 22Q: 3 clusters Score -375104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -375108.562500 Penalty: 2908.923096
	Iteration 23Q: 3 clusters Score -375108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -375108.812500 Penalty: 2908.923096
	Iteration 24Q: 3 clusters Score -375108.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -375108.812500 Penalty: 2908.923096
	Iteration 25F: 3 clusters Score -375108.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (581926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581926 members 
Entering Unmasked Estep 
Score: -27535528.000000 Penalty: 2157.041016
	Iteration 0F: 2 clusters Score -2.753553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290957 members 
Mstep: Class 2 contains 290969 members 
Entering Unmasked Estep 
Score: -27141572.000000 Penalty: 4314.082031
	Iteration 0F: 3 clusters Score -2.714157e+07 nChanged 285235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287662 members 
Mstep: Class 2 contains 294264 members 
Entering Unmasked Estep 
Score: -27312378.000000 Penalty: 4314.082031
	Iteration 1F: 3 clusters Score -2.731238e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285629 members 
Mstep: Class 2 contains 296297 members 
Entering Unmasked Estep 
Score: -27314292.000000 Penalty: 4314.082031
	Iteration 2Q: 3 clusters Score -2.731429e+07 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282329 members 
Mstep: Class 2 contains 299597 members 
Entering Unmasked Estep 
Score: -27317204.000000 Penalty: 4314.082031
	Iteration 3Q: 3 clusters Score -2.73172e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277342 members 
Mstep: Class 2 contains 304584 members 
Entering Unmasked Estep 
Score: -27320676.000000 Penalty: 4314.082031
	Iteration 4Q: 3 clusters Score -2.732068e+07 nChanged 19124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269430 members 
Mstep: Class 2 contains 312496 members 
Entering Unmasked Estep 
Score: -27326526.000000 Penalty: 4314.082031
	Iteration 5Q: 3 clusters Score -2.732653e+07 nChanged 23858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257676 members 
Mstep: Class 2 contains 324250 members 
Entering Unmasked Estep 
Score: -27336844.000000 Penalty: 4314.082031
	Iteration 6Q: 3 clusters Score -2.733684e+07 nChanged 30066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240846 members 
Mstep: Class 2 contains 341080 members 
Entering Unmasked Estep 
Score: -27353490.000000 Penalty: 4314.082031
	Iteration 7F: 3 clusters Score -2.735349e+07 nChanged 36142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219230 members 
Mstep: Class 2 contains 362696 members 
Entering Unmasked Estep 
Score: -27378792.000000 Penalty: 4314.082031
	Iteration 8F: 3 clusters Score -2.737879e+07 nChanged 39798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195312 members 
Mstep: Class 2 contains 386614 members 
Entering Unmasked Estep 
Score: -27412404.000000 Penalty: 4314.082031
	Iteration 9F: 3 clusters Score -2.74124e+07 nChanged 37799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174977 members 
Mstep: Class 2 contains 406949 members 
Entering Unmasked Estep 
Score: -27445830.000000 Penalty: 4314.082031
	Iteration 10F: 3 clusters Score -2.744583e+07 nChanged 29925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 420850 members 
Entering Unmasked Estep 
Score: -27465250.000000 Penalty: 4314.082031
	Iteration 11F: 3 clusters Score -2.746525e+07 nChanged 19430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 431562 members 
Entering Unmasked Estep 
Score: -27474078.000000 Penalty: 4314.082031
	Iteration 12Q: 3 clusters Score -2.747408e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140293 members 
Mstep: Class 2 contains 441633 members 
Entering Unmasked Estep 
Score: -27479738.000000 Penalty: 4314.082031
	Iteration 13Q: 3 clusters Score -2.747974e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130281 members 
Mstep: Class 2 contains 451645 members 
Entering Unmasked Estep 
Score: -27484824.000000 Penalty: 4314.082031
	Iteration 14Q: 3 clusters Score -2.748482e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 461309 members 
Entering Unmasked Estep 
Score: -27489766.000000 Penalty: 4314.082031
	Iteration 15Q: 3 clusters Score -2.748977e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 470594 members 
Entering Unmasked Estep 
Score: -27494236.000000 Penalty: 4314.082031
	Iteration 16Q: 3 clusters Score -2.749424e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 479093 members 
Entering Unmasked Estep 
Score: -27498608.000000 Penalty: 4314.082031
	Iteration 17Q: 3 clusters Score -2.749861e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 486993 members 
Entering Unmasked Estep 
Score: -27502646.000000 Penalty: 4314.082031
	Iteration 18Q: 3 clusters Score -2.750265e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 494150 members 
Entering Unmasked Estep 
Score: -27505822.000000 Penalty: 4314.082031
	Iteration 19Q: 3 clusters Score -2.750582e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 500525 members 
Entering Unmasked Estep 
Score: -27508736.000000 Penalty: 4314.082031
	Iteration 20F: 3 clusters Score -2.750874e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 506312 members 
Entering Unmasked Estep 
Score: -27510954.000000 Penalty: 4314.082031
	Iteration 21Q: 3 clusters Score -2.751095e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 511657 members 
Entering Unmasked Estep 
Score: -27512812.000000 Penalty: 4314.082031
	Iteration 22Q: 3 clusters Score -2.751281e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 516490 members 
Entering Unmasked Estep 
Score: -27514488.000000 Penalty: 4314.082031
	Iteration 23Q: 3 clusters Score -2.751449e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 521021 members 
Entering Unmasked Estep 
Score: -27515796.000000 Penalty: 4314.082031
	Iteration 24Q: 3 clusters Score -2.75158e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 525229 members 
Entering Unmasked Estep 
Score: -27517014.000000 Penalty: 4314.082031
	Iteration 25Q: 3 clusters Score -2.751701e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 529082 members 
Entering Unmasked Estep 
Score: -27517904.000000 Penalty: 4314.082031
	Iteration 26Q: 3 clusters Score -2.75179e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 532738 members 
Entering Unmasked Estep 
Score: -27518846.000000 Penalty: 4314.082031
	Iteration 27Q: 3 clusters Score -2.751885e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 536246 members 
Entering Unmasked Estep 
Score: -27519746.000000 Penalty: 4314.082031
	Iteration 28Q: 3 clusters Score -2.751975e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 539615 members 
Entering Unmasked Estep 
Score: -27520824.000000 Penalty: 4314.082031
	Iteration 29Q: 3 clusters Score -2.752082e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 542732 members 
Entering Unmasked Estep 
Score: -27521692.000000 Penalty: 4314.082031
	Iteration 30Q: 3 clusters Score -2.752169e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 545721 members 
Entering Unmasked Estep 
Score: -27522476.000000 Penalty: 4314.082031
	Iteration 31Q: 3 clusters Score -2.752248e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 548526 members 
Entering Unmasked Estep 
Score: -27523324.000000 Penalty: 4314.082031
	Iteration 32Q: 3 clusters Score -2.752332e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 551232 members 
Entering Unmasked Estep 
Score: -27524176.000000 Penalty: 4314.082031
	Iteration 33Q: 3 clusters Score -2.752418e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 553833 members 
Entering Unmasked Estep 
Score: -27524852.000000 Penalty: 4314.082031
	Iteration 34Q: 3 clusters Score -2.752485e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 556355 members 
Entering Unmasked Estep 
Score: -27525464.000000 Penalty: 4314.082031
	Iteration 35Q: 3 clusters Score -2.752546e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 558793 members 
Entering Unmasked Estep 
Score: -27526128.000000 Penalty: 4314.082031
	Iteration 36Q: 3 clusters Score -2.752613e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 561071 members 
Entering Unmasked Estep 
Score: -27526846.000000 Penalty: 4314.082031
	Iteration 37Q: 3 clusters Score -2.752685e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 563370 members 
Entering Unmasked Estep 
Score: -27527688.000000 Penalty: 4314.082031
	Iteration 38Q: 3 clusters Score -2.752769e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 565554 members 
Entering Unmasked Estep 
Score: -27528240.000000 Penalty: 4314.082031
	Iteration 39Q: 3 clusters Score -2.752824e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 567654 members 
Entering Unmasked Estep 
Score: -27529076.000000 Penalty: 4314.082031
	Iteration 40F: 3 clusters Score -2.752908e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 569584 members 
Entering Unmasked Estep 
Score: -27529696.000000 Penalty: 4314.082031
	Iteration 41Q: 3 clusters Score -2.75297e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 571308 members 
Entering Unmasked Estep 
Score: -27530300.000000 Penalty: 4314.082031
	Iteration 42Q: 3 clusters Score -2.75303e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 572883 members 
Entering Unmasked Estep 
Score: -27530948.000000 Penalty: 4314.082031
	Iteration 43Q: 3 clusters Score -2.753095e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 574267 members 
Entering Unmasked Estep 
Score: -27531486.000000 Penalty: 4314.082031
	Iteration 44Q: 3 clusters Score -2.753149e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 575466 members 
Entering Unmasked Estep 
Score: -27532010.000000 Penalty: 4314.082031
	Iteration 45Q: 3 clusters Score -2.753201e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 576518 members 
Entering Unmasked Estep 
Score: -27532428.000000 Penalty: 4314.082031
	Iteration 46Q: 3 clusters Score -2.753243e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 577368 members 
Entering Unmasked Estep 
Score: -27532766.000000 Penalty: 4314.082031
	Iteration 47Q: 3 clusters Score -2.753277e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 578015 members 
Entering Unmasked Estep 
Score: -27532972.000000 Penalty: 4314.082031
	Iteration 48Q: 3 clusters Score -2.753297e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 578533 members 
Entering Unmasked Estep 
Score: -27533140.000000 Penalty: 4314.082031
	Iteration 49Q: 3 clusters Score -2.753314e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 578923 members 
Entering Unmasked Estep 
Score: -27533254.000000 Penalty: 4314.082031
	Iteration 50Q: 3 clusters Score -2.753325e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 579258 members 
Entering Unmasked Estep 
Score: -27533386.000000 Penalty: 4314.082031
	Iteration 51Q: 3 clusters Score -2.753339e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 579540 members 
Entering Unmasked Estep 
Score: -27533456.000000 Penalty: 4314.082031
	Iteration 52Q: 3 clusters Score -2.753346e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 579763 members 
Entering Unmasked Estep 
Score: -27533490.000000 Penalty: 4314.082031
	Iteration 53Q: 3 clusters Score -2.753349e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 579922 members 
Entering Unmasked Estep 
Score: -27533562.000000 Penalty: 4314.082031
	Iteration 54Q: 3 clusters Score -2.753356e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 580050 members 
Entering Unmasked Estep 
Score: -27533614.000000 Penalty: 4314.082031
	Iteration 55Q: 3 clusters Score -2.753361e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 580154 members 
Entering Unmasked Estep 
Score: -27533650.000000 Penalty: 4314.082031
	Iteration 56Q: 3 clusters Score -2.753365e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 580235 members 
Entering Unmasked Estep 
Score: -27533658.000000 Penalty: 4314.082031
	Iteration 57Q: 3 clusters Score -2.753366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 580304 members 
Entering Unmasked Estep 
Score: -27533694.000000 Penalty: 4314.082031
	Iteration 58Q: 3 clusters Score -2.753369e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 580359 members 
Entering Unmasked Estep 
Score: -27533726.000000 Penalty: 4314.082031
	Iteration 59Q: 3 clusters Score -2.753373e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 580402 members 
Entering Unmasked Estep 
Score: -27533746.000000 Penalty: 4314.082031
	Iteration 60F: 3 clusters Score -2.753375e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 580436 members 
Entering Unmasked Estep 
Score: -27533780.000000 Penalty: 4314.082031
	Iteration 61Q: 3 clusters Score -2.753378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 580462 members 
Entering Unmasked Estep 
Score: -27533790.000000 Penalty: 4314.082031
	Iteration 62Q: 3 clusters Score -2.753379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 580488 members 
Entering Unmasked Estep 
Score: -27533788.000000 Penalty: 4314.082031
	Iteration 63Q: 3 clusters Score -2.753379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 580514 members 
Entering Unmasked Estep 
Score: -27533808.000000 Penalty: 4314.082031
	Iteration 64Q: 3 clusters Score -2.753381e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 580540 members 
Entering Unmasked Estep 
Score: -27533794.000000 Penalty: 4314.082031
	Iteration 65Q: 3 clusters Score -2.753379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 580556 members 
Entering Unmasked Estep 
Score: -27533796.000000 Penalty: 4314.082031
	Iteration 66Q: 3 clusters Score -2.75338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 580565 members 
Entering Unmasked Estep 
Score: -27533818.000000 Penalty: 4314.082031
	Iteration 67Q: 3 clusters Score -2.753382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 580576 members 
Entering Unmasked Estep 
Score: -27533844.000000 Penalty: 4314.082031
	Iteration 68Q: 3 clusters Score -2.753384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 580591 members 
Entering Unmasked Estep 
Score: -27533858.000000 Penalty: 4314.082031
	Iteration 69Q: 3 clusters Score -2.753386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 580604 members 
Entering Unmasked Estep 
Score: -27533868.000000 Penalty: 4314.082031
	Iteration 70Q: 3 clusters Score -2.753387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 580617 members 
Entering Unmasked Estep 
Score: -27533866.000000 Penalty: 4314.082031
	Iteration 71Q: 3 clusters Score -2.753387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 580631 members 
Entering Unmasked Estep 
Score: -27533854.000000 Penalty: 4314.082031
	Iteration 72Q: 3 clusters Score -2.753385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 580654 members 
Entering Unmasked Estep 
Score: -27533876.000000 Penalty: 4314.082031
	Iteration 73Q: 3 clusters Score -2.753388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 580664 members 
Entering Unmasked Estep 
Score: -27533864.000000 Penalty: 4314.082031
	Iteration 74Q: 3 clusters Score -2.753386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 580675 members 
Entering Unmasked Estep 
Score: -27533868.000000 Penalty: 4314.082031
	Iteration 75Q: 3 clusters Score -2.753387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 580682 members 
Entering Unmasked Estep 
Score: -27533868.000000 Penalty: 4314.082031
	Iteration 76Q: 3 clusters Score -2.753387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 580691 members 
Entering Unmasked Estep 
Score: -27533888.000000 Penalty: 4314.082031
	Iteration 77Q: 3 clusters Score -2.753389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 580699 members 
Entering Unmasked Estep 
Score: -27533910.000000 Penalty: 4314.082031
	Iteration 78Q: 3 clusters Score -2.753391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 580702 members 
Entering Unmasked Estep 
Score: -27533902.000000 Penalty: 4314.082031
	Iteration 79Q: 3 clusters Score -2.75339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 580703 members 
Entering Unmasked Estep 
Score: -27533918.000000 Penalty: 4314.082031
	Iteration 80F: 3 clusters Score -2.753392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 580706 members 
Entering Unmasked Estep 
Score: -27533898.000000 Penalty: 4314.082031
	Iteration 81Q: 3 clusters Score -2.75339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 580716 members 
Entering Unmasked Estep 
Score: -27533916.000000 Penalty: 4314.082031
	Iteration 82Q: 3 clusters Score -2.753392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 580719 members 
Entering Unmasked Estep 
Score: -27533900.000000 Penalty: 4314.082031
	Iteration 83Q: 3 clusters Score -2.75339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 580724 members 
Entering Unmasked Estep 
Score: -27533910.000000 Penalty: 4314.082031
	Iteration 84Q: 3 clusters Score -2.753391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 580732 members 
Entering Unmasked Estep 
Score: -27533920.000000 Penalty: 4314.082031
	Iteration 85Q: 3 clusters Score -2.753392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 580740 members 
Entering Unmasked Estep 
Score: -27533918.000000 Penalty: 4314.082031
	Iteration 86Q: 3 clusters Score -2.753392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 580743 members 
Entering Unmasked Estep 
Score: -27533922.000000 Penalty: 4314.082031
	Iteration 87Q: 3 clusters Score -2.753392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 580746 members 
Entering Unmasked Estep 
Score: -27533928.000000 Penalty: 4314.082031
	Iteration 88Q: 3 clusters Score -2.753393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 580750 members 
Entering Unmasked Estep 
Score: -27533926.000000 Penalty: 4314.082031
	Iteration 89Q: 3 clusters Score -2.753393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 580753 members 
Entering Unmasked Estep 
Score: -27533926.000000 Penalty: 4314.082031
	Iteration 90Q: 3 clusters Score -2.753393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 580760 members 
Entering Unmasked Estep 
Score: -27533948.000000 Penalty: 4314.082031
	Iteration 91Q: 3 clusters Score -2.753395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 580768 members 
Entering Unmasked Estep 
Score: -27533952.000000 Penalty: 4314.082031
	Iteration 92Q: 3 clusters Score -2.753395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 580782 members 
Entering Unmasked Estep 
Score: -27533976.000000 Penalty: 4314.082031
	Iteration 93Q: 3 clusters Score -2.753398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 580788 members 
Entering Unmasked Estep 
Score: -27533974.000000 Penalty: 4314.082031
	Iteration 94Q: 3 clusters Score -2.753397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 580796 members 
Entering Unmasked Estep 
Score: -27533972.000000 Penalty: 4314.082031
	Iteration 95Q: 3 clusters Score -2.753397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 580797 members 
Entering Unmasked Estep 
Score: -27533980.000000 Penalty: 4314.082031
	Iteration 96Q: 3 clusters Score -2.753398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 580804 members 
Entering Unmasked Estep 
Score: -27533986.000000 Penalty: 4314.082031
	Iteration 97Q: 3 clusters Score -2.753399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 580808 members 
Entering Unmasked Estep 
Score: -27533968.000000 Penalty: 4314.082031
	Iteration 98Q: 3 clusters Score -2.753397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 580811 members 
Entering Unmasked Estep 
Score: -27533986.000000 Penalty: 4314.082031
	Iteration 99Q: 3 clusters Score -2.753399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 580811 members 
Entering Unmasked Estep 
Score: -27534000.000000 Penalty: 4314.082031
	Iteration 100F: 3 clusters Score -2.7534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 580811 members 
Entering Unmasked Estep 
Score: -27534004.000000 Penalty: 4314.082031
	Iteration 101Q: 3 clusters Score -2.7534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 580813 members 
Entering Unmasked Estep 
Score: -27533994.000000 Penalty: 4314.082031
	Iteration 102Q: 3 clusters Score -2.753399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 580814 members 
Entering Unmasked Estep 
Score: -27533988.000000 Penalty: 4314.082031
	Iteration 103Q: 3 clusters Score -2.753399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 580816 members 
Entering Unmasked Estep 
Score: -27533982.000000 Penalty: 4314.082031
	Iteration 104Q: 3 clusters Score -2.753398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 580820 members 
Entering Unmasked Estep 
Score: -27533968.000000 Penalty: 4314.082031
	Iteration 105Q: 3 clusters Score -2.753397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 580821 members 
Entering Unmasked Estep 
Score: -27533970.000000 Penalty: 4314.082031
	Iteration 106Q: 3 clusters Score -2.753397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 580821 members 
Entering Unmasked Estep 
Score: -27533974.000000 Penalty: 4314.082031
	Iteration 107Q: 3 clusters Score -2.753397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 580822 members 
Entering Unmasked Estep 
Score: -27533990.000000 Penalty: 4314.082031
	Iteration 108Q: 3 clusters Score -2.753399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 580822 members 
Entering Unmasked Estep 
Score: -27533990.000000 Penalty: 4314.082031
	Iteration 109F: 3 clusters Score -2.753399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -158482.031250 Penalty: 1314.490967
	Iteration 0F: 2 clusters Score -158482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -155624.750000 Penalty: 2628.981934
	Iteration 0F: 3 clusters Score -155624.8 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -156360.765625 Penalty: 2628.981934
	Iteration 1F: 3 clusters Score -156360.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -156525.843750 Penalty: 2628.981934
	Iteration 2F: 3 clusters Score -156525.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -156630.406250 Penalty: 2628.981934
	Iteration 3F: 3 clusters Score -156630.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -156723.812500 Penalty: 2628.981934
	Iteration 4Q: 3 clusters Score -156723.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -156809.046875 Penalty: 2628.981934
	Iteration 5Q: 3 clusters Score -156809 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -156874.765625 Penalty: 2628.981934
	Iteration 6Q: 3 clusters Score -156874.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -156942.437500 Penalty: 2628.981934
	Iteration 7Q: 3 clusters Score -156942.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -156997.781250 Penalty: 2628.981934
	Iteration 8Q: 3 clusters Score -156997.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -157045.953125 Penalty: 2628.981934
	Iteration 9Q: 3 clusters Score -157046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -157090.265625 Penalty: 2628.981934
	Iteration 10Q: 3 clusters Score -157090.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -157125.406250 Penalty: 2628.981934
	Iteration 11Q: 3 clusters Score -157125.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -157162.750000 Penalty: 2628.981934
	Iteration 12Q: 3 clusters Score -157162.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157203.718750 Penalty: 2628.981934
	Iteration 13Q: 3 clusters Score -157203.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -157246.562500 Penalty: 2628.981934
	Iteration 14Q: 3 clusters Score -157246.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157293.375000 Penalty: 2628.981934
	Iteration 15Q: 3 clusters Score -157293.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157325.515625 Penalty: 2628.981934
	Iteration 16Q: 3 clusters Score -157325.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157358.359375 Penalty: 2628.981934
	Iteration 17Q: 3 clusters Score -157358.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157379.218750 Penalty: 2628.981934
	Iteration 18Q: 3 clusters Score -157379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157393.765625 Penalty: 2628.981934
	Iteration 19Q: 3 clusters Score -157393.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -157402.031250 Penalty: 2628.981934
	Iteration 20F: 3 clusters Score -157402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157408.593750 Penalty: 2628.981934
	Iteration 21Q: 3 clusters Score -157408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157413.156250 Penalty: 2628.981934
	Iteration 22Q: 3 clusters Score -157413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157416.343750 Penalty: 2628.981934
	Iteration 23Q: 3 clusters Score -157416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157420.859375 Penalty: 2628.981934
	Iteration 24Q: 3 clusters Score -157420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157423.578125 Penalty: 2628.981934
	Iteration 25Q: 3 clusters Score -157423.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -157428.390625 Penalty: 2628.981934
	Iteration 26Q: 3 clusters Score -157428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157431.000000 Penalty: 2628.981934
	Iteration 27Q: 3 clusters Score -157431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157432.531250 Penalty: 2628.981934
	Iteration 28Q: 3 clusters Score -157432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -157434.500000 Penalty: 2628.981934
	Iteration 29Q: 3 clusters Score -157434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157434.828125 Penalty: 2628.981934
	Iteration 30Q: 3 clusters Score -157434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157435.312500 Penalty: 2628.981934
	Iteration 31Q: 3 clusters Score -157435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157437.046875 Penalty: 2628.981934
	Iteration 32Q: 3 clusters Score -157437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157438.000000 Penalty: 2628.981934
	Iteration 33Q: 3 clusters Score -157438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157438.296875 Penalty: 2628.981934
	Iteration 34Q: 3 clusters Score -157438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157439.171875 Penalty: 2628.981934
	Iteration 35Q: 3 clusters Score -157439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157440.781250 Penalty: 2628.981934
	Iteration 36Q: 3 clusters Score -157440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -157443.921875 Penalty: 2628.981934
	Iteration 37Q: 3 clusters Score -157443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157446.359375 Penalty: 2628.981934
	Iteration 38Q: 3 clusters Score -157446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157447.140625 Penalty: 2628.981934
	Iteration 39Q: 3 clusters Score -157447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157448.203125 Penalty: 2628.981934
	Iteration 40F: 3 clusters Score -157448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157448.234375 Penalty: 2628.981934
	Iteration 41Q: 3 clusters Score -157448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157448.484375 Penalty: 2628.981934
	Iteration 42Q: 3 clusters Score -157448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157448.484375 Penalty: 2628.981934
	Iteration 43F: 3 clusters Score -157448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -184737.062500 Penalty: 1339.874878
	Iteration 0F: 2 clusters Score -184737.1 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 1888 members 
Entering Unmasked Estep 
Score: -181509.937500 Penalty: 2679.749756
	Iteration 0F: 3 clusters Score -181509.9 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -182292.453125 Penalty: 2679.749756
	Iteration 1F: 3 clusters Score -182292.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -182415.078125 Penalty: 2679.749756
	Iteration 2F: 3 clusters Score -182415.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -182503.906250 Penalty: 2679.749756
	Iteration 3Q: 3 clusters Score -182503.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -182564.781250 Penalty: 2679.749756
	Iteration 4Q: 3 clusters Score -182564.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -182604.500000 Penalty: 2679.749756
	Iteration 5Q: 3 clusters Score -182604.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -182632.031250 Penalty: 2679.749756
	Iteration 6Q: 3 clusters Score -182632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -182654.406250 Penalty: 2679.749756
	Iteration 7Q: 3 clusters Score -182654.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -182673.531250 Penalty: 2679.749756
	Iteration 8Q: 3 clusters Score -182673.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -182691.921875 Penalty: 2679.749756
	Iteration 9Q: 3 clusters Score -182691.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -182712.593750 Penalty: 2679.749756
	Iteration 10Q: 3 clusters Score -182712.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -182732.312500 Penalty: 2679.749756
	Iteration 11Q: 3 clusters Score -182732.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -182753.828125 Penalty: 2679.749756
	Iteration 12Q: 3 clusters Score -182753.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -182775.046875 Penalty: 2679.749756
	Iteration 13Q: 3 clusters Score -182775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -182793.250000 Penalty: 2679.749756
	Iteration 14Q: 3 clusters Score -182793.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -182806.718750 Penalty: 2679.749756
	Iteration 15Q: 3 clusters Score -182806.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -182815.546875 Penalty: 2679.749756
	Iteration 16Q: 3 clusters Score -182815.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -182825.000000 Penalty: 2679.749756
	Iteration 17Q: 3 clusters Score -182825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -182832.125000 Penalty: 2679.749756
	Iteration 18Q: 3 clusters Score -182832.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -182841.921875 Penalty: 2679.749756
	Iteration 19Q: 3 clusters Score -182841.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -182850.203125 Penalty: 2679.749756
	Iteration 20F: 3 clusters Score -182850.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -182862.265625 Penalty: 2679.749756
	Iteration 21Q: 3 clusters Score -182862.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -182878.062500 Penalty: 2679.749756
	Iteration 22Q: 3 clusters Score -182878.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -182898.031250 Penalty: 2679.749756
	Iteration 23Q: 3 clusters Score -182898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -182916.984375 Penalty: 2679.749756
	Iteration 24Q: 3 clusters Score -182917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -182940.953125 Penalty: 2679.749756
	Iteration 25Q: 3 clusters Score -182941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -182984.265625 Penalty: 2679.749756
	Iteration 26Q: 3 clusters Score -182984.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -183028.437500 Penalty: 2679.749756
	Iteration 27Q: 3 clusters Score -183028.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -183058.265625 Penalty: 2679.749756
	Iteration 28Q: 3 clusters Score -183058.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -183084.703125 Penalty: 2679.749756
	Iteration 29Q: 3 clusters Score -183084.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -183106.156250 Penalty: 2679.749756
	Iteration 30Q: 3 clusters Score -183106.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -183122.750000 Penalty: 2679.749756
	Iteration 31Q: 3 clusters Score -183122.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -183139.515625 Penalty: 2679.749756
	Iteration 32Q: 3 clusters Score -183139.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -183156.546875 Penalty: 2679.749756
	Iteration 33Q: 3 clusters Score -183156.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -183172.656250 Penalty: 2679.749756
	Iteration 34Q: 3 clusters Score -183172.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -183186.656250 Penalty: 2679.749756
	Iteration 35Q: 3 clusters Score -183186.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -183197.500000 Penalty: 2679.749756
	Iteration 36Q: 3 clusters Score -183197.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -183206.656250 Penalty: 2679.749756
	Iteration 37Q: 3 clusters Score -183206.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -183213.515625 Penalty: 2679.749756
	Iteration 38Q: 3 clusters Score -183213.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -183225.812500 Penalty: 2679.749756
	Iteration 39Q: 3 clusters Score -183225.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -183234.359375 Penalty: 2679.749756
	Iteration 40F: 3 clusters Score -183234.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -183241.750000 Penalty: 2679.749756
	Iteration 41Q: 3 clusters Score -183241.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -183245.421875 Penalty: 2679.749756
	Iteration 42Q: 3 clusters Score -183245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -183248.390625 Penalty: 2679.749756
	Iteration 43Q: 3 clusters Score -183248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -183252.093750 Penalty: 2679.749756
	Iteration 44Q: 3 clusters Score -183252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -183255.765625 Penalty: 2679.749756
	Iteration 45Q: 3 clusters Score -183255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -183257.906250 Penalty: 2679.749756
	Iteration 46Q: 3 clusters Score -183257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -183259.296875 Penalty: 2679.749756
	Iteration 47Q: 3 clusters Score -183259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -183260.234375 Penalty: 2679.749756
	Iteration 48Q: 3 clusters Score -183260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -183260.515625 Penalty: 2679.749756
	Iteration 49Q: 3 clusters Score -183260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -183260.515625 Penalty: 2679.749756
	Iteration 50F: 3 clusters Score -183260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -236756.984375 Penalty: 1369.715332
	Iteration 0F: 2 clusters Score -236757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -232983.140625 Penalty: 2739.430664
	Iteration 0F: 3 clusters Score -232983.1 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -233954.921875 Penalty: 2739.430664
	Iteration 1F: 3 clusters Score -233954.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -234116.718750 Penalty: 2739.430664
	Iteration 2F: 3 clusters Score -234116.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -234228.812500 Penalty: 2739.430664
	Iteration 3F: 3 clusters Score -234228.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -234304.390625 Penalty: 2739.430664
	Iteration 4Q: 3 clusters Score -234304.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -234367.125000 Penalty: 2739.430664
	Iteration 5Q: 3 clusters Score -234367.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -234429.281250 Penalty: 2739.430664
	Iteration 6Q: 3 clusters Score -234429.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -234498.703125 Penalty: 2739.430664
	Iteration 7Q: 3 clusters Score -234498.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -234584.406250 Penalty: 2739.430664
	Iteration 8Q: 3 clusters Score -234584.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -234694.531250 Penalty: 2739.430664
	Iteration 9Q: 3 clusters Score -234694.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -234804.656250 Penalty: 2739.430664
	Iteration 10Q: 3 clusters Score -234804.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -234919.000000 Penalty: 2739.430664
	Iteration 11Q: 3 clusters Score -234919 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -235033.500000 Penalty: 2739.430664
	Iteration 12Q: 3 clusters Score -235033.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -235137.312500 Penalty: 2739.430664
	Iteration 13Q: 3 clusters Score -235137.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -235232.078125 Penalty: 2739.430664
	Iteration 14Q: 3 clusters Score -235232.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -235332.062500 Penalty: 2739.430664
	Iteration 15Q: 3 clusters Score -235332.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -235407.312500 Penalty: 2739.430664
	Iteration 16Q: 3 clusters Score -235407.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -235450.828125 Penalty: 2739.430664
	Iteration 17Q: 3 clusters Score -235450.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -235480.375000 Penalty: 2739.430664
	Iteration 18Q: 3 clusters Score -235480.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -235500.390625 Penalty: 2739.430664
	Iteration 19Q: 3 clusters Score -235500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -235515.984375 Penalty: 2739.430664
	Iteration 20F: 3 clusters Score -235516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -235533.015625 Penalty: 2739.430664
	Iteration 21Q: 3 clusters Score -235533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -235540.656250 Penalty: 2739.430664
	Iteration 22Q: 3 clusters Score -235540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -235548.312500 Penalty: 2739.430664
	Iteration 23Q: 3 clusters Score -235548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -235551.953125 Penalty: 2739.430664
	Iteration 24Q: 3 clusters Score -235552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -235557.375000 Penalty: 2739.430664
	Iteration 25Q: 3 clusters Score -235557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -235564.343750 Penalty: 2739.430664
	Iteration 26Q: 3 clusters Score -235564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -235569.765625 Penalty: 2739.430664
	Iteration 27Q: 3 clusters Score -235569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -235572.140625 Penalty: 2739.430664
	Iteration 28Q: 3 clusters Score -235572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -235574.515625 Penalty: 2739.430664
	Iteration 29Q: 3 clusters Score -235574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -235578.000000 Penalty: 2739.430664
	Iteration 30Q: 3 clusters Score -235578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -235579.281250 Penalty: 2739.430664
	Iteration 31Q: 3 clusters Score -235579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -235579.281250 Penalty: 2739.430664
	Iteration 32F: 3 clusters Score -235579.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Entering Unmasked Estep 
Score: -264642.468750 Penalty: 1413.914673
	Iteration 0F: 2 clusters Score -264642.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -260014.000000 Penalty: 2827.829346
	Iteration 0F: 3 clusters Score -260014 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -261376.984375 Penalty: 2827.829346
	Iteration 1F: 3 clusters Score -261377 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -261777.187500 Penalty: 2827.829346
	Iteration 2F: 3 clusters Score -261777.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -262148.187500 Penalty: 2827.829346
	Iteration 3F: 3 clusters Score -262148.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -262462.500000 Penalty: 2827.829346
	Iteration 4F: 3 clusters Score -262462.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -262738.343750 Penalty: 2827.829346
	Iteration 5F: 3 clusters Score -262738.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -262984.531250 Penalty: 2827.829346
	Iteration 6F: 3 clusters Score -262984.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -263228.437500 Penalty: 2827.829346
	Iteration 7F: 3 clusters Score -263228.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -263409.468750 Penalty: 2827.829346
	Iteration 8Q: 3 clusters Score -263409.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -263522.937500 Penalty: 2827.829346
	Iteration 9Q: 3 clusters Score -263522.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -263630.281250 Penalty: 2827.829346
	Iteration 10Q: 3 clusters Score -263630.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -263720.000000 Penalty: 2827.829346
	Iteration 11Q: 3 clusters Score -263720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -263770.062500 Penalty: 2827.829346
	Iteration 12Q: 3 clusters Score -263770.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -263802.343750 Penalty: 2827.829346
	Iteration 13Q: 3 clusters Score -263802.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -263826.875000 Penalty: 2827.829346
	Iteration 14Q: 3 clusters Score -263826.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -263845.281250 Penalty: 2827.829346
	Iteration 15Q: 3 clusters Score -263845.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -263857.156250 Penalty: 2827.829346
	Iteration 16Q: 3 clusters Score -263857.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -263871.781250 Penalty: 2827.829346
	Iteration 17Q: 3 clusters Score -263871.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -263884.375000 Penalty: 2827.829346
	Iteration 18Q: 3 clusters Score -263884.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -263895.375000 Penalty: 2827.829346
	Iteration 19Q: 3 clusters Score -263895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -263902.906250 Penalty: 2827.829346
	Iteration 20F: 3 clusters Score -263902.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -263909.281250 Penalty: 2827.829346
	Iteration 21Q: 3 clusters Score -263909.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -263914.093750 Penalty: 2827.829346
	Iteration 22Q: 3 clusters Score -263914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -263920.125000 Penalty: 2827.829346
	Iteration 23Q: 3 clusters Score -263920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -263924.093750 Penalty: 2827.829346
	Iteration 24Q: 3 clusters Score -263924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -263927.531250 Penalty: 2827.829346
	Iteration 25Q: 3 clusters Score -263927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -263929.656250 Penalty: 2827.829346
	Iteration 26Q: 3 clusters Score -263929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -263930.625000 Penalty: 2827.829346
	Iteration 27Q: 3 clusters Score -263930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -263933.406250 Penalty: 2827.829346
	Iteration 28Q: 3 clusters Score -263933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -263936.062500 Penalty: 2827.829346
	Iteration 29Q: 3 clusters Score -263936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -263938.906250 Penalty: 2827.829346
	Iteration 30Q: 3 clusters Score -263938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -263940.593750 Penalty: 2827.829346
	Iteration 31Q: 3 clusters Score -263940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -263940.937500 Penalty: 2827.829346
	Iteration 32Q: 3 clusters Score -263940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -263942.093750 Penalty: 2827.829346
	Iteration 33Q: 3 clusters Score -263942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -263945.000000 Penalty: 2827.829346
	Iteration 34Q: 3 clusters Score -263945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -263947.000000 Penalty: 2827.829346
	Iteration 35Q: 3 clusters Score -263947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -263948.656250 Penalty: 2827.829346
	Iteration 36Q: 3 clusters Score -263948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -263949.281250 Penalty: 2827.829346
	Iteration 37Q: 3 clusters Score -263949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -263949.281250 Penalty: 2827.829346
	Iteration 38F: 3 clusters Score -263949.3 nChanged 0
--- Evaluating fit on full set of 2421217 points ---
Entering Unmasked Estep 
Score: -112587616.000000 Penalty: 40608.144531
22->18 Clusters: Score -112587616.000000, best is -112526672.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 807072 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 36416 members 
Mstep: Class 3 contains 36644 members 
Mstep: Class 4 contains 37232 members 
Mstep: Class 5 contains 36795 members 
Mstep: Class 6 contains 36681 members 
Mstep: Class 7 contains 36517 members 
Mstep: Class 8 contains 36898 members 
Mstep: Class 9 contains 36662 members 
Mstep: Class 10 contains 36517 members 
Mstep: Class 11 contains 36663 members 
Mstep: Class 12 contains 36757 members 
Mstep: Class 13 contains 36760 members 
Mstep: Class 14 contains 36404 members 
Mstep: Class 15 contains 36637 members 
Mstep: Class 16 contains 36566 members 
Mstep: Class 17 contains 36670 members 
Mstep: Class 18 contains 36628 members 
Mstep: Class 19 contains 36784 members 
Mstep: Class 20 contains 36774 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 36813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 785.119324 but Gain 2210.191406
Score: -34930212.000000 Penalty: 46413.984375
Iteration 0F: 22 clusters Score -3.493021e+07 nChanged 764039
Entering Unmasked Mstep 
Mstep: Class 0 contains 287 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 30321 members 
Mstep: Class 3 contains 36447 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 46962 members 
Mstep: Class 6 contains 30857 members 
Mstep: Class 7 contains 31960 members 
Mstep: Class 8 contains 54660 members 
Mstep: Class 9 contains 32062 members 
Mstep: Class 10 contains 33738 members 
Mstep: Class 11 contains 28163 members 
Mstep: Class 12 contains 43199 members 
Mstep: Class 13 contains 42369 members 
Mstep: Class 15 contains 38630 members 
Mstep: Class 16 contains 40691 members 
Mstep: Class 17 contains 31749 members 
Mstep: Class 18 contains 38999 members 
Mstep: Class 19 contains 51184 members 
Mstep: Class 20 contains 36448 members 
Mstep: Class 21 contains 48562 members 
Mstep: Class 22 contains 40118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36528420.000000 Penalty: 46413.984375
Iteration 1F: 22 clusters Score -3.652842e+07 nChanged 171325
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 27295 members 
Mstep: Class 3 contains 38403 members 
Mstep: Class 4 contains 38024 members 
Mstep: Class 5 contains 49679 members 
Mstep: Class 6 contains 28695 members 
Mstep: Class 7 contains 28931 members 
Mstep: Class 8 contains 63232 members 
Mstep: Class 9 contains 32394 members 
Mstep: Class 10 contains 29893 members 
Mstep: Class 11 contains 25682 members 
Mstep: Class 12 contains 47472 members 
Mstep: Class 13 contains 43134 members 
Mstep: Class 15 contains 38610 members 
Mstep: Class 16 contains 45809 members 
Mstep: Class 17 contains 27913 members 
Mstep: Class 18 contains 38270 members 
Mstep: Class 19 contains 54859 members 
Mstep: Class 20 contains 31609 members 
Mstep: Class 21 contains 50680 members 
Mstep: Class 22 contains 38510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36669824.000000 Penalty: 46413.984375
Iteration 2F: 22 clusters Score -3.666982e+07 nChanged 144414
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 24946 members 
Mstep: Class 3 contains 40518 members 
Mstep: Class 4 contains 36840 members 
Mstep: Class 5 contains 49977 members 
Mstep: Class 6 contains 26074 members 
Mstep: Class 7 contains 24352 members 
Mstep: Class 8 contains 71988 members 
Mstep: Class 9 contains 33569 members 
Mstep: Class 10 contains 25758 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 12 contains 51190 members 
Mstep: Class 13 contains 42669 members 
Mstep: Class 15 contains 38854 members 
Mstep: Class 16 contains 50474 members 
Mstep: Class 17 contains 24636 members 
Mstep: Class 18 contains 36361 members 
Mstep: Class 19 contains 59715 members 
Mstep: Class 20 contains 28805 members 
Mstep: Class 21 contains 50975 members 
Mstep: Class 22 contains 36510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36772644.000000 Penalty: 46413.984375
Iteration 3F: 22 clusters Score -3.677264e+07 nChanged 124439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 23253 members 
Mstep: Class 3 contains 42466 members 
Mstep: Class 4 contains 36812 members 
Mstep: Class 5 contains 48475 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 19413 members 
Mstep: Class 8 contains 81787 members 
Mstep: Class 9 contains 35710 members 
Mstep: Class 10 contains 21727 members 
Mstep: Class 11 contains 22285 members 
Mstep: Class 12 contains 54380 members 
Mstep: Class 13 contains 40821 members 
Mstep: Class 15 contains 39060 members 
Mstep: Class 16 contains 54598 members 
Mstep: Class 17 contains 22555 members 
Mstep: Class 18 contains 33074 members 
Mstep: Class 19 contains 66131 members 
Mstep: Class 20 contains 28364 members 
Mstep: Class 21 contains 49360 members 
Mstep: Class 22 contains 33971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36855088.000000 Penalty: 46413.984375
Iteration 4F: 22 clusters Score -3.685509e+07 nChanged 111104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 22232 members 
Mstep: Class 3 contains 44782 members 
Mstep: Class 4 contains 37093 members 
Mstep: Class 5 contains 45855 members 
Mstep: Class 6 contains 19800 members 
Mstep: Class 7 contains 14966 members 
Mstep: Class 8 contains 93755 members 
Mstep: Class 9 contains 38940 members 
Mstep: Class 10 contains 17977 members 
Mstep: Class 11 contains 20247 members 
Mstep: Class 12 contains 56894 members 
Mstep: Class 13 contains 37560 members 
Mstep: Class 15 contains 39266 members 
Mstep: Class 16 contains 57907 members 
Mstep: Class 17 contains 20842 members 
Mstep: Class 18 contains 28925 members 
Mstep: Class 19 contains 74267 members 
Mstep: Class 20 contains 28762 members 
Mstep: Class 21 contains 45979 members 
Mstep: Class 22 contains 30891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36926996.000000 Penalty: 46413.984375
Iteration 5F: 22 clusters Score -3.6927e+07 nChanged 104399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 21963 members 
Mstep: Class 3 contains 47828 members 
Mstep: Class 4 contains 37272 members 
Mstep: Class 5 contains 42500 members 
Mstep: Class 6 contains 16279 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 8 contains 108825 members 
Mstep: Class 9 contains 42995 members 
Mstep: Class 10 contains 14402 members 
Mstep: Class 11 contains 17609 members 
Mstep: Class 12 contains 58625 members 
Mstep: Class 13 contains 33047 members 
Mstep: Class 15 contains 39300 members 
Mstep: Class 16 contains 59907 members 
Mstep: Class 17 contains 19010 members 
Mstep: Class 18 contains 24352 members 
Mstep: Class 19 contains 84633 members 
Mstep: Class 20 contains 29364 members 
Mstep: Class 21 contains 40932 members 
Mstep: Class 22 contains 27096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36996028.000000 Penalty: 46413.984375
Iteration 6F: 22 clusters Score -3.699603e+07 nChanged 100569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 22378 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 37127 members 
Mstep: Class 5 contains 38367 members 
Mstep: Class 6 contains 12947 members 
Mstep: Class 7 contains 8472 members 
Mstep: Class 8 contains 127109 members 
Mstep: Class 9 contains 47371 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 14557 members 
Mstep: Class 12 contains 59475 members 
Mstep: Class 13 contains 27686 members 
Mstep: Class 15 contains 39191 members 
Mstep: Class 16 contains 60381 members 
Mstep: Class 17 contains 17090 members 
Mstep: Class 18 contains 19300 members 
Mstep: Class 19 contains 97143 members 
Mstep: Class 20 contains 29841 members 
Mstep: Class 21 contains 34543 members 
Mstep: Class 22 contains 22719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37064704.000000 Penalty: 46413.984375
Iteration 7F: 22 clusters Score -3.70647e+07 nChanged 96420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 23255 members 
Mstep: Class 3 contains 54994 members 
Mstep: Class 4 contains 36605 members 
Mstep: Class 5 contains 33617 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 147482 members 
Mstep: Class 9 contains 51329 members 
Mstep: Class 10 contains 8292 members 
Mstep: Class 11 contains 11396 members 
Mstep: Class 12 contains 59477 members 
Mstep: Class 13 contains 21923 members 
Mstep: Class 15 contains 38696 members 
Mstep: Class 16 contains 59676 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 14344 members 
Mstep: Class 19 contains 111441 members 
Mstep: Class 20 contains 30095 members 
Mstep: Class 21 contains 27277 members 
Mstep: Class 22 contains 18158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37130844.000000 Penalty: 46413.984375
Iteration 8F: 22 clusters Score -3.713084e+07 nChanged 89670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 24133 members 
Mstep: Class 3 contains 57929 members 
Mstep: Class 4 contains 35376 members 
Mstep: Class 5 contains 28548 members 
Mstep: Class 6 contains 7274 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 167857 members 
Mstep: Class 9 contains 54377 members 
Mstep: Class 10 contains 6119 members 
Mstep: Class 11 contains 8653 members 
Mstep: Class 12 contains 59051 members 
Mstep: Class 13 contains 16579 members 
Mstep: Class 15 contains 37617 members 
Mstep: Class 16 contains 58381 members 
Mstep: Class 17 contains 12876 members 
Mstep: Class 18 contains 9892 members 
Mstep: Class 19 contains 127437 members 
Mstep: Class 20 contains 30134 members 
Mstep: Class 21 contains 20049 members 
Mstep: Class 22 contains 13686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37191612.000000 Penalty: 46413.984375
Iteration 9F: 22 clusters Score -3.719161e+07 nChanged 80195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 24761 members 
Mstep: Class 3 contains 59572 members 
Mstep: Class 4 contains 33906 members 
Mstep: Class 5 contains 23439 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 186130 members 
Mstep: Class 9 contains 56643 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 58621 members 
Mstep: Class 13 contains 11933 members 
Mstep: Class 15 contains 36173 members 
Mstep: Class 16 contains 57028 members 
Mstep: Class 17 contains 10733 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 144033 members 
Mstep: Class 20 contains 29749 members 
Mstep: Class 21 contains 13478 members 
Mstep: Class 22 contains 9725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37243140.000000 Penalty: 46413.984375
Iteration 10F: 22 clusters Score -3.724314e+07 nChanged 69183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 25176 members 
Mstep: Class 3 contains 59794 members 
Mstep: Class 4 contains 32115 members 
Mstep: Class 5 contains 18752 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 8 contains 201605 members 
Mstep: Class 9 contains 58013 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 58419 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 15 contains 34346 members 
Mstep: Class 16 contains 55402 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 4020 members 
Mstep: Class 19 contains 160151 members 
Mstep: Class 20 contains 29154 members 
Mstep: Class 21 contains 8288 members 
Mstep: Class 22 contains 6544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2009.019653 but Gain 2210.187500
Score: -37285404.000000 Penalty: 44203.796875
Iteration 11F: 21 clusters Score -3.72854e+07 nChanged 59519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 25242 members 
Mstep: Class 3 contains 58965 members 
Mstep: Class 4 contains 30098 members 
Mstep: Class 5 contains 14879 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 214473 members 
Mstep: Class 9 contains 59252 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 58293 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 15 contains 32440 members 
Mstep: Class 16 contains 54071 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 19 contains 175117 members 
Mstep: Class 20 contains 28453 members 
Mstep: Class 21 contains 4750 members 
Mstep: Class 22 contains 4284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1495.215576 but Gain 2210.191406
Score: -37320284.000000 Penalty: 41993.605469
Iteration 12F: 20 clusters Score -3.732028e+07 nChanged 49001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 25181 members 
Mstep: Class 3 contains 57013 members 
Mstep: Class 4 contains 27854 members 
Mstep: Class 5 contains 11578 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 225070 members 
Mstep: Class 9 contains 60321 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 57952 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 15 contains 30356 members 
Mstep: Class 16 contains 51790 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 19 contains 188382 members 
Mstep: Class 20 contains 27546 members 
Mstep: Class 21 contains 2742 members 
Mstep: Class 22 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1936.532349 but Gain 2210.191406
Score: -37346700.000000 Penalty: 39783.414062
Iteration 13F: 19 clusters Score -3.73467e+07 nChanged 41152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 24710 members 
Mstep: Class 3 contains 54211 members 
Mstep: Class 4 contains 25749 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 7 contains 3716 members 
Mstep: Class 8 contains 233471 members 
Mstep: Class 9 contains 61661 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 57387 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 49287 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 19 contains 200414 members 
Mstep: Class 20 contains 26644 members 
Mstep: Class 22 contains 1778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1439.828003 but Gain 2210.187500
Score: -37367740.000000 Penalty: 37573.226562
Iteration 14F: 18 clusters Score -3.736774e+07 nChanged 34632
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 23993 members 
Mstep: Class 3 contains 50900 members 
Mstep: Class 4 contains 23639 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 7 contains 3693 members 
Mstep: Class 8 contains 240384 members 
Mstep: Class 9 contains 62807 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 56639 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 15 contains 26373 members 
Mstep: Class 16 contains 46951 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 19 contains 211014 members 
Mstep: Class 20 contains 25627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1121.312378 but Gain 2210.191406
Score: -37383972.000000 Penalty: 35363.035156
Iteration 15Q: 17 clusters Score -3.738397e+07 nChanged 29868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 23152 members 
Mstep: Class 3 contains 47316 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 246125 members 
Mstep: Class 9 contains 63894 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 56007 members 
Mstep: Class 15 contains 24621 members 
Mstep: Class 16 contains 44611 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 19 contains 220771 members 
Mstep: Class 20 contains 24659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1594.809448 but Gain 2210.187500
Score: -37396624.000000 Penalty: 33152.847656
Iteration 16Q: 16 clusters Score -3.739662e+07 nChanged 26391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 22285 members 
Mstep: Class 3 contains 43656 members 
Mstep: Class 4 contains 19823 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 250879 members 
Mstep: Class 9 contains 64978 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 54942 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 42582 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 19 contains 229859 members 
Mstep: Class 20 contains 23826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37407128.000000 Penalty: 33152.847656
Iteration 17Q: 16 clusters Score -3.740713e+07 nChanged 22319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 21208 members 
Mstep: Class 3 contains 40028 members 
Mstep: Class 4 contains 18171 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 254644 members 
Mstep: Class 9 contains 65795 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 53862 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 19 contains 238140 members 
Mstep: Class 20 contains 22926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37413504.000000 Penalty: 33152.847656
Iteration 18Q: 16 clusters Score -3.74135e+07 nChanged 19725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 20106 members 
Mstep: Class 3 contains 36588 members 
Mstep: Class 4 contains 16764 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 257910 members 
Mstep: Class 9 contains 66433 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 52828 members 
Mstep: Class 15 contains 21095 members 
Mstep: Class 16 contains 39187 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 19 contains 245689 members 
Mstep: Class 20 contains 21996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37419356.000000 Penalty: 33152.847656
Iteration 19Q: 16 clusters Score -3.741936e+07 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 19013 members 
Mstep: Class 3 contains 33501 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 260557 members 
Mstep: Class 9 contains 67000 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 51753 members 
Mstep: Class 15 contains 20278 members 
Mstep: Class 16 contains 37743 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 19 contains 252703 members 
Mstep: Class 20 contains 21191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37424096.000000 Penalty: 33152.847656
Iteration 20F: 16 clusters Score -3.74241e+07 nChanged 15884
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 17995 members 
Mstep: Class 3 contains 30670 members 
Mstep: Class 4 contains 14597 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 262748 members 
Mstep: Class 9 contains 67468 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 50619 members 
Mstep: Class 15 contains 19618 members 
Mstep: Class 16 contains 36475 members 
Mstep: Class 17 contains 2286 members 
Mstep: Class 19 contains 259286 members 
Mstep: Class 20 contains 20448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37428352.000000 Penalty: 33152.847656
Iteration 21Q: 16 clusters Score -3.742835e+07 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 17060 members 
Mstep: Class 3 contains 28038 members 
Mstep: Class 4 contains 13740 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 264670 members 
Mstep: Class 9 contains 67814 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 49495 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 35380 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 19 contains 265311 members 
Mstep: Class 20 contains 19703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37431448.000000 Penalty: 33152.847656
Iteration 22Q: 16 clusters Score -3.743145e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 16157 members 
Mstep: Class 3 contains 25713 members 
Mstep: Class 4 contains 13018 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 266184 members 
Mstep: Class 9 contains 68070 members 
Mstep: Class 11 contains 2037 members 
Mstep: Class 12 contains 48459 members 
Mstep: Class 15 contains 18810 members 
Mstep: Class 16 contains 34369 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 19 contains 270905 members 
Mstep: Class 20 contains 18975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37434320.000000 Penalty: 33152.847656
Iteration 23Q: 16 clusters Score -3.743432e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 15304 members 
Mstep: Class 3 contains 23635 members 
Mstep: Class 4 contains 12489 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 267410 members 
Mstep: Class 9 contains 68159 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 47380 members 
Mstep: Class 15 contains 18592 members 
Mstep: Class 16 contains 33429 members 
Mstep: Class 17 contains 2047 members 
Mstep: Class 19 contains 276290 members 
Mstep: Class 20 contains 18262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37436752.000000 Penalty: 33152.847656
Iteration 24Q: 16 clusters Score -3.743675e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 14531 members 
Mstep: Class 3 contains 21886 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 268287 members 
Mstep: Class 9 contains 68225 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 46327 members 
Mstep: Class 15 contains 18493 members 
Mstep: Class 16 contains 32617 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 19 contains 281249 members 
Mstep: Class 20 contains 17555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37438872.000000 Penalty: 33152.847656
Iteration 25Q: 16 clusters Score -3.743887e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 20476 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 268740 members 
Mstep: Class 9 contains 68229 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 45192 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 31876 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 19 contains 286014 members 
Mstep: Class 20 contains 16883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37440988.000000 Penalty: 33152.847656
Iteration 26Q: 16 clusters Score -3.744099e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 13291 members 
Mstep: Class 3 contains 19286 members 
Mstep: Class 4 contains 11473 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 268942 members 
Mstep: Class 9 contains 68199 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 44094 members 
Mstep: Class 15 contains 18509 members 
Mstep: Class 16 contains 31184 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 19 contains 290481 members 
Mstep: Class 20 contains 16255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37442280.000000 Penalty: 33152.847656
Iteration 27Q: 16 clusters Score -3.744228e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 12792 members 
Mstep: Class 3 contains 18252 members 
Mstep: Class 4 contains 11304 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 268829 members 
Mstep: Class 9 contains 68168 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 43001 members 
Mstep: Class 15 contains 18642 members 
Mstep: Class 16 contains 30525 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 19 contains 294784 members 
Mstep: Class 20 contains 15657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37443572.000000 Penalty: 33152.847656
Iteration 28Q: 16 clusters Score -3.744357e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 12303 members 
Mstep: Class 3 contains 17396 members 
Mstep: Class 4 contains 11182 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 268499 members 
Mstep: Class 9 contains 68180 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 41910 members 
Mstep: Class 15 contains 18801 members 
Mstep: Class 16 contains 29866 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 19 contains 298953 members 
Mstep: Class 20 contains 15053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37445148.000000 Penalty: 33152.847656
Iteration 29Q: 16 clusters Score -3.744515e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 11862 members 
Mstep: Class 3 contains 16730 members 
Mstep: Class 4 contains 11131 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 267892 members 
Mstep: Class 9 contains 68146 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 40836 members 
Mstep: Class 15 contains 18981 members 
Mstep: Class 16 contains 29247 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 19 contains 302982 members 
Mstep: Class 20 contains 14470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37446284.000000 Penalty: 33152.847656
Iteration 30Q: 16 clusters Score -3.744628e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 16177 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 267045 members 
Mstep: Class 9 contains 68103 members 
Mstep: Class 11 contains 2015 members 
Mstep: Class 12 contains 39838 members 
Mstep: Class 15 contains 19171 members 
Mstep: Class 16 contains 28679 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 19 contains 306869 members 
Mstep: Class 20 contains 13908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37446964.000000 Penalty: 33152.847656
Iteration 31Q: 16 clusters Score -3.744696e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 11067 members 
Mstep: Class 3 contains 15712 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 266024 members 
Mstep: Class 9 contains 68106 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 38908 members 
Mstep: Class 15 contains 19351 members 
Mstep: Class 16 contains 28098 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 19 contains 310650 members 
Mstep: Class 20 contains 13352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37448352.000000 Penalty: 33152.847656
Iteration 32Q: 16 clusters Score -3.744835e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 15308 members 
Mstep: Class 4 contains 11225 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 264861 members 
Mstep: Class 9 contains 68118 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 37998 members 
Mstep: Class 15 contains 19534 members 
Mstep: Class 16 contains 27539 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 19 contains 314346 members 
Mstep: Class 20 contains 12821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37449328.000000 Penalty: 33152.847656
Iteration 33Q: 16 clusters Score -3.744933e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10426 members 
Mstep: Class 3 contains 14988 members 
Mstep: Class 4 contains 11270 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 263615 members 
Mstep: Class 9 contains 68101 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 37106 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 27050 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 19 contains 317838 members 
Mstep: Class 20 contains 12317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37449964.000000 Penalty: 33152.847656
Iteration 34Q: 16 clusters Score -3.744996e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 262272 members 
Mstep: Class 9 contains 68095 members 
Mstep: Class 11 contains 2115 members 
Mstep: Class 12 contains 36256 members 
Mstep: Class 15 contains 19947 members 
Mstep: Class 16 contains 26596 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 19 contains 321201 members 
Mstep: Class 20 contains 11821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37450780.000000 Penalty: 33152.847656
Iteration 35Q: 16 clusters Score -3.745078e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 9958 members 
Mstep: Class 3 contains 14428 members 
Mstep: Class 4 contains 11361 members 
Mstep: Class 5 contains 4099 members 
Mstep: Class 7 contains 3472 members 
Mstep: Class 8 contains 260882 members 
Mstep: Class 9 contains 68089 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 35424 members 
Mstep: Class 15 contains 20174 members 
Mstep: Class 16 contains 26128 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 19 contains 324539 members 
Mstep: Class 20 contains 11331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37451600.000000 Penalty: 33152.847656
Iteration 36Q: 16 clusters Score -3.74516e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 14228 members 
Mstep: Class 4 contains 11460 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 259371 members 
Mstep: Class 9 contains 68037 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 34662 members 
Mstep: Class 15 contains 20383 members 
Mstep: Class 16 contains 25654 members 
Mstep: Class 17 contains 1663 members 
Mstep: Class 19 contains 327810 members 
Mstep: Class 20 contains 10867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37452856.000000 Penalty: 33152.847656
Iteration 37Q: 16 clusters Score -3.745286e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 9549 members 
Mstep: Class 3 contains 14051 members 
Mstep: Class 4 contains 11558 members 
Mstep: Class 5 contains 4475 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 257843 members 
Mstep: Class 9 contains 67986 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 33953 members 
Mstep: Class 15 contains 20565 members 
Mstep: Class 16 contains 25206 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 19 contains 330998 members 
Mstep: Class 20 contains 10446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37453108.000000 Penalty: 33152.847656
Iteration 38Q: 16 clusters Score -3.745311e+07 nChanged 5315
Entering ConstructFrom: 
Score: -37453108.000000 Penalty: 33152.847656
Entering ConstructFrom: 
Trying to split cluster 1 (13061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Entering Unmasked Estep 
Score: -582299.625000 Penalty: 1540.075195
	Iteration 0F: 2 clusters Score -582299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -573134.125000 Penalty: 3080.150391
	Iteration 0F: 3 clusters Score -573134.1 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -576566.187500 Penalty: 3080.150391
	Iteration 1F: 3 clusters Score -576566.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -577309.687500 Penalty: 3080.150391
	Iteration 2F: 3 clusters Score -577309.7 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -578154.125000 Penalty: 3080.150391
	Iteration 3F: 3 clusters Score -578154.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -578982.937500 Penalty: 3080.150391
	Iteration 4F: 3 clusters Score -578982.9 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -579780.062500 Penalty: 3080.150391
	Iteration 5F: 3 clusters Score -579780.1 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -580433.125000 Penalty: 3080.150391
	Iteration 6F: 3 clusters Score -580433.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -580893.937500 Penalty: 3080.150391
	Iteration 7F: 3 clusters Score -580893.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -581203.250000 Penalty: 3080.150391
	Iteration 8Q: 3 clusters Score -581203.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -581455.062500 Penalty: 3080.150391
	Iteration 9Q: 3 clusters Score -581455.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -581625.312500 Penalty: 3080.150391
	Iteration 10Q: 3 clusters Score -581625.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -581760.812500 Penalty: 3080.150391
	Iteration 11Q: 3 clusters Score -581760.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -581879.625000 Penalty: 3080.150391
	Iteration 12Q: 3 clusters Score -581879.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -581987.437500 Penalty: 3080.150391
	Iteration 13Q: 3 clusters Score -581987.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -582081.375000 Penalty: 3080.150391
	Iteration 14Q: 3 clusters Score -582081.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -582169.250000 Penalty: 3080.150391
	Iteration 15Q: 3 clusters Score -582169.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -582255.062500 Penalty: 3080.150391
	Iteration 16Q: 3 clusters Score -582255.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -582338.375000 Penalty: 3080.150391
	Iteration 17Q: 3 clusters Score -582338.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -582399.875000 Penalty: 3080.150391
	Iteration 18Q: 3 clusters Score -582399.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -582458.687500 Penalty: 3080.150391
	Iteration 19Q: 3 clusters Score -582458.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -582521.000000 Penalty: 3080.150391
	Iteration 20F: 3 clusters Score -582521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -582589.812500 Penalty: 3080.150391
	Iteration 21Q: 3 clusters Score -582589.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -582623.125000 Penalty: 3080.150391
	Iteration 22Q: 3 clusters Score -582623.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -582635.312500 Penalty: 3080.150391
	Iteration 23Q: 3 clusters Score -582635.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -582643.250000 Penalty: 3080.150391
	Iteration 24Q: 3 clusters Score -582643.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -582650.375000 Penalty: 3080.150391
	Iteration 25Q: 3 clusters Score -582650.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -582653.625000 Penalty: 3080.150391
	Iteration 26Q: 3 clusters Score -582653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -582657.312500 Penalty: 3080.150391
	Iteration 27Q: 3 clusters Score -582657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -582658.062500 Penalty: 3080.150391
	Iteration 28Q: 3 clusters Score -582658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -582660.062500 Penalty: 3080.150391
	Iteration 29Q: 3 clusters Score -582660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -582660.062500 Penalty: 3080.150391
	Iteration 30Q: 3 clusters Score -582660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -582662.437500 Penalty: 3080.150391
	Iteration 31Q: 3 clusters Score -582662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -582665.187500 Penalty: 3080.150391
	Iteration 32Q: 3 clusters Score -582665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -582665.437500 Penalty: 3080.150391
	Iteration 33Q: 3 clusters Score -582665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -582666.000000 Penalty: 3080.150391
	Iteration 34Q: 3 clusters Score -582666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -582665.625000 Penalty: 3080.150391
	Iteration 35Q: 3 clusters Score -582665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -582666.562500 Penalty: 3080.150391
	Iteration 36Q: 3 clusters Score -582666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -582667.250000 Penalty: 3080.150391
	Iteration 37Q: 3 clusters Score -582667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -582669.437500 Penalty: 3080.150391
	Iteration 38Q: 3 clusters Score -582669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -582670.187500 Penalty: 3080.150391
	Iteration 39Q: 3 clusters Score -582670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -582670.062500 Penalty: 3080.150391
	Iteration 40F: 3 clusters Score -582670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -582672.125000 Penalty: 3080.150391
	Iteration 41Q: 3 clusters Score -582672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -582672.125000 Penalty: 3080.150391
	Iteration 42F: 3 clusters Score -582672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 256260 members 
Mstep: Class 9 contains 67943 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 33263 members 
Mstep: Class 15 contains 20746 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 19 contains 334151 members 
Mstep: Class 20 contains 10041 members 
Entering Unmasked Estep 
Score: -37453184.000000 Penalty: 35363.035156
Splitting cluster 1 changes total score from -37453108.000000 to -37453184.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -457355.281250 Penalty: 1486.227417
	Iteration 0F: 2 clusters Score -457355.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -450581.843750 Penalty: 2972.454834
	Iteration 0F: 3 clusters Score -450581.8 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -452778.781250 Penalty: 2972.454834
	Iteration 1F: 3 clusters Score -452778.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -453045.406250 Penalty: 2972.454834
	Iteration 2F: 3 clusters Score -453045.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -453325.843750 Penalty: 2972.454834
	Iteration 3F: 3 clusters Score -453325.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -453615.875000 Penalty: 2972.454834
	Iteration 4F: 3 clusters Score -453615.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -453871.062500 Penalty: 2972.454834
	Iteration 5Q: 3 clusters Score -453871.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -454138.093750 Penalty: 2972.454834
	Iteration 6Q: 3 clusters Score -454138.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -454404.750000 Penalty: 2972.454834
	Iteration 7Q: 3 clusters Score -454404.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -454647.375000 Penalty: 2972.454834
	Iteration 8Q: 3 clusters Score -454647.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -454874.062500 Penalty: 2972.454834
	Iteration 9Q: 3 clusters Score -454874.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -455042.406250 Penalty: 2972.454834
	Iteration 10Q: 3 clusters Score -455042.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -455170.531250 Penalty: 2972.454834
	Iteration 11Q: 3 clusters Score -455170.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -455261.968750 Penalty: 2972.454834
	Iteration 12Q: 3 clusters Score -455262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -455329.843750 Penalty: 2972.454834
	Iteration 13Q: 3 clusters Score -455329.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -455386.437500 Penalty: 2972.454834
	Iteration 14Q: 3 clusters Score -455386.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -455424.656250 Penalty: 2972.454834
	Iteration 15Q: 3 clusters Score -455424.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -455459.125000 Penalty: 2972.454834
	Iteration 16Q: 3 clusters Score -455459.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -455486.062500 Penalty: 2972.454834
	Iteration 17Q: 3 clusters Score -455486.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -455510.281250 Penalty: 2972.454834
	Iteration 18Q: 3 clusters Score -455510.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -455532.781250 Penalty: 2972.454834
	Iteration 19Q: 3 clusters Score -455532.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -455553.125000 Penalty: 2972.454834
	Iteration 20F: 3 clusters Score -455553.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -455572.437500 Penalty: 2972.454834
	Iteration 21Q: 3 clusters Score -455572.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -455586.468750 Penalty: 2972.454834
	Iteration 22Q: 3 clusters Score -455586.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -455598.312500 Penalty: 2972.454834
	Iteration 23Q: 3 clusters Score -455598.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -455608.812500 Penalty: 2972.454834
	Iteration 24Q: 3 clusters Score -455608.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -455619.968750 Penalty: 2972.454834
	Iteration 25Q: 3 clusters Score -455620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -455630.312500 Penalty: 2972.454834
	Iteration 26Q: 3 clusters Score -455630.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -455640.875000 Penalty: 2972.454834
	Iteration 27Q: 3 clusters Score -455640.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -455649.812500 Penalty: 2972.454834
	Iteration 28Q: 3 clusters Score -455649.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -455654.000000 Penalty: 2972.454834
	Iteration 29Q: 3 clusters Score -455654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -455657.218750 Penalty: 2972.454834
	Iteration 30Q: 3 clusters Score -455657.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -455660.437500 Penalty: 2972.454834
	Iteration 31Q: 3 clusters Score -455660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -455663.218750 Penalty: 2972.454834
	Iteration 32Q: 3 clusters Score -455663.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -455668.375000 Penalty: 2972.454834
	Iteration 33Q: 3 clusters Score -455668.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -455673.687500 Penalty: 2972.454834
	Iteration 34Q: 3 clusters Score -455673.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -455675.812500 Penalty: 2972.454834
	Iteration 35Q: 3 clusters Score -455675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -455677.812500 Penalty: 2972.454834
	Iteration 36Q: 3 clusters Score -455677.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -455679.343750 Penalty: 2972.454834
	Iteration 37Q: 3 clusters Score -455679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -455680.156250 Penalty: 2972.454834
	Iteration 38Q: 3 clusters Score -455680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -455681.437500 Penalty: 2972.454834
	Iteration 39Q: 3 clusters Score -455681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -455683.593750 Penalty: 2972.454834
	Iteration 40F: 3 clusters Score -455683.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -455685.437500 Penalty: 2972.454834
	Iteration 41Q: 3 clusters Score -455685.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -455688.781250 Penalty: 2972.454834
	Iteration 42Q: 3 clusters Score -455688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -455690.031250 Penalty: 2972.454834
	Iteration 43Q: 3 clusters Score -455690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -455691.375000 Penalty: 2972.454834
	Iteration 44Q: 3 clusters Score -455691.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -455691.875000 Penalty: 2972.454834
	Iteration 45Q: 3 clusters Score -455691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -455692.281250 Penalty: 2972.454834
	Iteration 46Q: 3 clusters Score -455692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -455692.406250 Penalty: 2972.454834
	Iteration 47Q: 3 clusters Score -455692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -455693.468750 Penalty: 2972.454834
	Iteration 48Q: 3 clusters Score -455693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -455692.812500 Penalty: 2972.454834
	Iteration 49Q: 3 clusters Score -455692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -455692.812500 Penalty: 2972.454834
	Iteration 50F: 3 clusters Score -455692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Entering Unmasked Estep 
Score: -705173.937500 Penalty: 1550.309082
	Iteration 0F: 2 clusters Score -705173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -695479.937500 Penalty: 3100.618164
	Iteration 0F: 3 clusters Score -695479.9 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -698705.250000 Penalty: 3100.618164
	Iteration 1F: 3 clusters Score -698705.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -698912.250000 Penalty: 3100.618164
	Iteration 2Q: 3 clusters Score -698912.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -699080.875000 Penalty: 3100.618164
	Iteration 3Q: 3 clusters Score -699080.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -699236.625000 Penalty: 3100.618164
	Iteration 4Q: 3 clusters Score -699236.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -699394.562500 Penalty: 3100.618164
	Iteration 5Q: 3 clusters Score -699394.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -699563.500000 Penalty: 3100.618164
	Iteration 6Q: 3 clusters Score -699563.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -699744.250000 Penalty: 3100.618164
	Iteration 7Q: 3 clusters Score -699744.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -699964.125000 Penalty: 3100.618164
	Iteration 8Q: 3 clusters Score -699964.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -700273.812500 Penalty: 3100.618164
	Iteration 9Q: 3 clusters Score -700273.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -700697.437500 Penalty: 3100.618164
	Iteration 10Q: 3 clusters Score -700697.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -701240.062500 Penalty: 3100.618164
	Iteration 11F: 3 clusters Score -701240.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -701853.187500 Penalty: 3100.618164
	Iteration 12F: 3 clusters Score -701853.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -702465.312500 Penalty: 3100.618164
	Iteration 13F: 3 clusters Score -702465.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -702955.937500 Penalty: 3100.618164
	Iteration 14Q: 3 clusters Score -702955.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -703320.125000 Penalty: 3100.618164
	Iteration 15Q: 3 clusters Score -703320.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -703572.000000 Penalty: 3100.618164
	Iteration 16Q: 3 clusters Score -703572 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -703732.500000 Penalty: 3100.618164
	Iteration 17Q: 3 clusters Score -703732.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -703838.312500 Penalty: 3100.618164
	Iteration 18Q: 3 clusters Score -703838.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -703899.375000 Penalty: 3100.618164
	Iteration 19Q: 3 clusters Score -703899.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -703938.812500 Penalty: 3100.618164
	Iteration 20F: 3 clusters Score -703938.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -703965.375000 Penalty: 3100.618164
	Iteration 21Q: 3 clusters Score -703965.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -703978.625000 Penalty: 3100.618164
	Iteration 22Q: 3 clusters Score -703978.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -703984.250000 Penalty: 3100.618164
	Iteration 23Q: 3 clusters Score -703984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -703985.625000 Penalty: 3100.618164
	Iteration 24Q: 3 clusters Score -703985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -703990.250000 Penalty: 3100.618164
	Iteration 25Q: 3 clusters Score -703990.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -703994.312500 Penalty: 3100.618164
	Iteration 26Q: 3 clusters Score -703994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -703997.687500 Penalty: 3100.618164
	Iteration 27Q: 3 clusters Score -703997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -704001.312500 Penalty: 3100.618164
	Iteration 28Q: 3 clusters Score -704001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -704001.437500 Penalty: 3100.618164
	Iteration 29Q: 3 clusters Score -704001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -704000.875000 Penalty: 3100.618164
	Iteration 30Q: 3 clusters Score -704000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -704000.875000 Penalty: 3100.618164
	Iteration 31F: 3 clusters Score -704000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Entering Unmasked Estep 
Score: -571810.125000 Penalty: 1521.469604
	Iteration 0F: 2 clusters Score -571810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -563663.125000 Penalty: 3042.939209
	Iteration 0F: 3 clusters Score -563663.1 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -566284.250000 Penalty: 3042.939209
	Iteration 1F: 3 clusters Score -566284.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -566494.187500 Penalty: 3042.939209
	Iteration 2Q: 3 clusters Score -566494.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -566673.375000 Penalty: 3042.939209
	Iteration 3Q: 3 clusters Score -566673.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -566864.625000 Penalty: 3042.939209
	Iteration 4Q: 3 clusters Score -566864.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -567119.062500 Penalty: 3042.939209
	Iteration 5Q: 3 clusters Score -567119.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -567466.187500 Penalty: 3042.939209
	Iteration 6Q: 3 clusters Score -567466.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -567923.375000 Penalty: 3042.939209
	Iteration 7F: 3 clusters Score -567923.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -568443.687500 Penalty: 3042.939209
	Iteration 8F: 3 clusters Score -568443.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -568965.250000 Penalty: 3042.939209
	Iteration 9F: 3 clusters Score -568965.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -569454.937500 Penalty: 3042.939209
	Iteration 10Q: 3 clusters Score -569454.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -569854.687500 Penalty: 3042.939209
	Iteration 11Q: 3 clusters Score -569854.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -570096.687500 Penalty: 3042.939209
	Iteration 12Q: 3 clusters Score -570096.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -570249.125000 Penalty: 3042.939209
	Iteration 13Q: 3 clusters Score -570249.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -570342.687500 Penalty: 3042.939209
	Iteration 14Q: 3 clusters Score -570342.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -570396.687500 Penalty: 3042.939209
	Iteration 15Q: 3 clusters Score -570396.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -570443.187500 Penalty: 3042.939209
	Iteration 16Q: 3 clusters Score -570443.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -570466.250000 Penalty: 3042.939209
	Iteration 17Q: 3 clusters Score -570466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -570476.062500 Penalty: 3042.939209
	Iteration 18Q: 3 clusters Score -570476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -570484.625000 Penalty: 3042.939209
	Iteration 19Q: 3 clusters Score -570484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -570492.187500 Penalty: 3042.939209
	Iteration 20F: 3 clusters Score -570492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -570499.375000 Penalty: 3042.939209
	Iteration 21Q: 3 clusters Score -570499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -570506.937500 Penalty: 3042.939209
	Iteration 22Q: 3 clusters Score -570506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -570511.000000 Penalty: 3042.939209
	Iteration 23Q: 3 clusters Score -570511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -570512.312500 Penalty: 3042.939209
	Iteration 24Q: 3 clusters Score -570512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -570517.937500 Penalty: 3042.939209
	Iteration 25Q: 3 clusters Score -570517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -570521.875000 Penalty: 3042.939209
	Iteration 26Q: 3 clusters Score -570521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -570526.437500 Penalty: 3042.939209
	Iteration 27Q: 3 clusters Score -570526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -570529.250000 Penalty: 3042.939209
	Iteration 28Q: 3 clusters Score -570529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -570529.250000 Penalty: 3042.939209
	Iteration 29F: 3 clusters Score -570529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -248990.765625 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -248990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -245218.343750 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -245218.3 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -246227.546875 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -246227.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -246393.750000 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -246393.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -246500.656250 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -246500.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -246580.078125 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -246580.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -246645.062500 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -246645.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -246691.390625 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -246691.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -246731.812500 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -246731.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -246763.343750 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -246763.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -246794.640625 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -246794.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -246822.453125 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -246822.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -246848.421875 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -246848.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -246876.156250 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -246876.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -246905.625000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -246905.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -246936.390625 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -246936.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -246966.468750 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -246966.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -246994.328125 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -246994.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -247031.546875 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -247031.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -247064.156250 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -247064.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -247103.609375 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -247103.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -247160.328125 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -247160.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -247219.937500 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -247219.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -247279.812500 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -247279.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -247333.031250 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -247333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -247388.375000 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -247388.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -247433.234375 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -247433.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -247479.859375 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -247479.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -247522.750000 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -247522.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -247560.781250 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -247560.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -247593.437500 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -247593.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -247621.906250 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -247621.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -247647.343750 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -247647.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -247671.812500 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -247671.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -247698.812500 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -247698.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -247715.453125 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -247715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -247730.515625 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -247730.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -247742.156250 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -247742.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -247752.218750 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -247752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -247762.031250 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -247762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -247769.296875 Penalty: 2745.200439
	Iteration 39Q: 3 clusters Score -247769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -247773.046875 Penalty: 2745.200439
	Iteration 40F: 3 clusters Score -247773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -247776.484375 Penalty: 2745.200439
	Iteration 41Q: 3 clusters Score -247776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -247780.390625 Penalty: 2745.200439
	Iteration 42Q: 3 clusters Score -247780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -247786.671875 Penalty: 2745.200439
	Iteration 43Q: 3 clusters Score -247786.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -247790.062500 Penalty: 2745.200439
	Iteration 44Q: 3 clusters Score -247790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -247794.546875 Penalty: 2745.200439
	Iteration 45Q: 3 clusters Score -247794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -247798.171875 Penalty: 2745.200439
	Iteration 46Q: 3 clusters Score -247798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -247800.796875 Penalty: 2745.200439
	Iteration 47Q: 3 clusters Score -247800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -247802.359375 Penalty: 2745.200439
	Iteration 48Q: 3 clusters Score -247802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -247807.015625 Penalty: 2745.200439
	Iteration 49Q: 3 clusters Score -247807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -247811.500000 Penalty: 2745.200439
	Iteration 50Q: 3 clusters Score -247811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -247817.750000 Penalty: 2745.200439
	Iteration 51Q: 3 clusters Score -247817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -247818.500000 Penalty: 2745.200439
	Iteration 52Q: 3 clusters Score -247818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -247821.515625 Penalty: 2745.200439
	Iteration 53Q: 3 clusters Score -247821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -247823.625000 Penalty: 2745.200439
	Iteration 54Q: 3 clusters Score -247823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -247825.062500 Penalty: 2745.200439
	Iteration 55Q: 3 clusters Score -247825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -247825.796875 Penalty: 2745.200439
	Iteration 56Q: 3 clusters Score -247825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -247826.812500 Penalty: 2745.200439
	Iteration 57Q: 3 clusters Score -247826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -247827.968750 Penalty: 2745.200439
	Iteration 58Q: 3 clusters Score -247828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -247828.656250 Penalty: 2745.200439
	Iteration 59Q: 3 clusters Score -247828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -247829.609375 Penalty: 2745.200439
	Iteration 60F: 3 clusters Score -247829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -247833.093750 Penalty: 2745.200439
	Iteration 61Q: 3 clusters Score -247833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -247835.625000 Penalty: 2745.200439
	Iteration 62Q: 3 clusters Score -247835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -247838.156250 Penalty: 2745.200439
	Iteration 63Q: 3 clusters Score -247838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -247840.718750 Penalty: 2745.200439
	Iteration 64Q: 3 clusters Score -247840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -247842.437500 Penalty: 2745.200439
	Iteration 65Q: 3 clusters Score -247842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -247843.171875 Penalty: 2745.200439
	Iteration 66Q: 3 clusters Score -247843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -247843.171875 Penalty: 2745.200439
	Iteration 67F: 3 clusters Score -247843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -164288.953125 Penalty: 1322.564209
	Iteration 0F: 2 clusters Score -164289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -161314.062500 Penalty: 2645.128418
	Iteration 0F: 3 clusters Score -161314.1 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -162063.000000 Penalty: 2645.128418
	Iteration 1F: 3 clusters Score -162063 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -162234.203125 Penalty: 2645.128418
	Iteration 2F: 3 clusters Score -162234.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -162355.593750 Penalty: 2645.128418
	Iteration 3F: 3 clusters Score -162355.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -162450.359375 Penalty: 2645.128418
	Iteration 4Q: 3 clusters Score -162450.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -162519.718750 Penalty: 2645.128418
	Iteration 5Q: 3 clusters Score -162519.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -162579.156250 Penalty: 2645.128418
	Iteration 6Q: 3 clusters Score -162579.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -162647.421875 Penalty: 2645.128418
	Iteration 7Q: 3 clusters Score -162647.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -162727.640625 Penalty: 2645.128418
	Iteration 8Q: 3 clusters Score -162727.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -162847.312500 Penalty: 2645.128418
	Iteration 9Q: 3 clusters Score -162847.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -162969.328125 Penalty: 2645.128418
	Iteration 10Q: 3 clusters Score -162969.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -163084.187500 Penalty: 2645.128418
	Iteration 11Q: 3 clusters Score -163084.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -163200.875000 Penalty: 2645.128418
	Iteration 12Q: 3 clusters Score -163200.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -163301.640625 Penalty: 2645.128418
	Iteration 13Q: 3 clusters Score -163301.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -163369.234375 Penalty: 2645.128418
	Iteration 14Q: 3 clusters Score -163369.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -163424.359375 Penalty: 2645.128418
	Iteration 15Q: 3 clusters Score -163424.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -163461.750000 Penalty: 2645.128418
	Iteration 16Q: 3 clusters Score -163461.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -163491.125000 Penalty: 2645.128418
	Iteration 17Q: 3 clusters Score -163491.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -163516.375000 Penalty: 2645.128418
	Iteration 18Q: 3 clusters Score -163516.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -163529.109375 Penalty: 2645.128418
	Iteration 19Q: 3 clusters Score -163529.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -163541.625000 Penalty: 2645.128418
	Iteration 20F: 3 clusters Score -163541.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -163551.437500 Penalty: 2645.128418
	Iteration 21Q: 3 clusters Score -163551.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -163560.687500 Penalty: 2645.128418
	Iteration 22Q: 3 clusters Score -163560.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -163569.062500 Penalty: 2645.128418
	Iteration 23Q: 3 clusters Score -163569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -163575.609375 Penalty: 2645.128418
	Iteration 24Q: 3 clusters Score -163575.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163580.125000 Penalty: 2645.128418
	Iteration 25Q: 3 clusters Score -163580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -163583.984375 Penalty: 2645.128418
	Iteration 26Q: 3 clusters Score -163584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -163585.750000 Penalty: 2645.128418
	Iteration 27Q: 3 clusters Score -163585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -163588.234375 Penalty: 2645.128418
	Iteration 28Q: 3 clusters Score -163588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -163590.062500 Penalty: 2645.128418
	Iteration 29Q: 3 clusters Score -163590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -163593.031250 Penalty: 2645.128418
	Iteration 30Q: 3 clusters Score -163593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -163598.906250 Penalty: 2645.128418
	Iteration 31Q: 3 clusters Score -163598.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -163602.359375 Penalty: 2645.128418
	Iteration 32Q: 3 clusters Score -163602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -163605.156250 Penalty: 2645.128418
	Iteration 33Q: 3 clusters Score -163605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -163607.281250 Penalty: 2645.128418
	Iteration 34Q: 3 clusters Score -163607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -163609.328125 Penalty: 2645.128418
	Iteration 35Q: 3 clusters Score -163609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -163610.937500 Penalty: 2645.128418
	Iteration 36Q: 3 clusters Score -163610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -163611.671875 Penalty: 2645.128418
	Iteration 37Q: 3 clusters Score -163611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -163612.687500 Penalty: 2645.128418
	Iteration 38Q: 3 clusters Score -163612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -163614.640625 Penalty: 2645.128418
	Iteration 39Q: 3 clusters Score -163614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -163615.718750 Penalty: 2645.128418
	Iteration 40F: 3 clusters Score -163615.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -163617.796875 Penalty: 2645.128418
	Iteration 41Q: 3 clusters Score -163617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -163618.890625 Penalty: 2645.128418
	Iteration 42Q: 3 clusters Score -163618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -163620.437500 Penalty: 2645.128418
	Iteration 43Q: 3 clusters Score -163620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -163622.265625 Penalty: 2645.128418
	Iteration 44Q: 3 clusters Score -163622.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -163624.359375 Penalty: 2645.128418
	Iteration 45Q: 3 clusters Score -163624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -163626.046875 Penalty: 2645.128418
	Iteration 46Q: 3 clusters Score -163626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -163627.250000 Penalty: 2645.128418
	Iteration 47Q: 3 clusters Score -163627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -163627.968750 Penalty: 2645.128418
	Iteration 48Q: 3 clusters Score -163628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -163628.218750 Penalty: 2645.128418
	Iteration 49Q: 3 clusters Score -163628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -163628.218750 Penalty: 2645.128418
	Iteration 50F: 3 clusters Score -163628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256260 members 
Entering Unmasked Estep 
Score: -12177206.000000 Penalty: 2023.766602
	Iteration 0F: 2 clusters Score -1.217721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -12004416.000000 Penalty: 4047.533203
	Iteration 0F: 3 clusters Score -1.200442e+07 nChanged 124606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 135047 members 
Entering Unmasked Estep 
Score: -12080069.000000 Penalty: 4047.533203
	Iteration 1F: 3 clusters Score -1.208007e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117368 members 
Mstep: Class 2 contains 138892 members 
Entering Unmasked Estep 
Score: -12083439.000000 Penalty: 4047.533203
	Iteration 2Q: 3 clusters Score -1.208344e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -12087924.000000 Penalty: 4047.533203
	Iteration 3Q: 3 clusters Score -1.208792e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 150253 members 
Entering Unmasked Estep 
Score: -12093895.000000 Penalty: 4047.533203
	Iteration 4Q: 3 clusters Score -1.20939e+07 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 158264 members 
Entering Unmasked Estep 
Score: -12101628.000000 Penalty: 4047.533203
	Iteration 5F: 3 clusters Score -1.210163e+07 nChanged 15044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 167880 members 
Entering Unmasked Estep 
Score: -12111675.000000 Penalty: 4047.533203
	Iteration 6F: 3 clusters Score -1.211168e+07 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 178196 members 
Entering Unmasked Estep 
Score: -12123447.000000 Penalty: 4047.533203
	Iteration 7F: 3 clusters Score -1.212345e+07 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 187977 members 
Entering Unmasked Estep 
Score: -12135005.000000 Penalty: 4047.533203
	Iteration 8F: 3 clusters Score -1.2135e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 195888 members 
Entering Unmasked Estep 
Score: -12143697.000000 Penalty: 4047.533203
	Iteration 9F: 3 clusters Score -1.21437e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 202097 members 
Entering Unmasked Estep 
Score: -12149095.000000 Penalty: 4047.533203
	Iteration 10Q: 3 clusters Score -1.21491e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 207250 members 
Entering Unmasked Estep 
Score: -12152486.000000 Penalty: 4047.533203
	Iteration 11Q: 3 clusters Score -1.215249e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 212075 members 
Entering Unmasked Estep 
Score: -12155011.000000 Penalty: 4047.533203
	Iteration 12Q: 3 clusters Score -1.215501e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 216583 members 
Entering Unmasked Estep 
Score: -12157384.000000 Penalty: 4047.533203
	Iteration 13Q: 3 clusters Score -1.215738e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 220819 members 
Entering Unmasked Estep 
Score: -12159663.000000 Penalty: 4047.533203
	Iteration 14Q: 3 clusters Score -1.215966e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 224769 members 
Entering Unmasked Estep 
Score: -12161864.000000 Penalty: 4047.533203
	Iteration 15Q: 3 clusters Score -1.216186e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 228380 members 
Entering Unmasked Estep 
Score: -12163886.000000 Penalty: 4047.533203
	Iteration 16Q: 3 clusters Score -1.216389e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 231704 members 
Entering Unmasked Estep 
Score: -12165827.000000 Penalty: 4047.533203
	Iteration 17Q: 3 clusters Score -1.216583e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 234635 members 
Entering Unmasked Estep 
Score: -12167657.000000 Penalty: 4047.533203
	Iteration 18Q: 3 clusters Score -1.216766e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 237242 members 
Entering Unmasked Estep 
Score: -12169297.000000 Penalty: 4047.533203
	Iteration 19Q: 3 clusters Score -1.21693e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 239413 members 
Entering Unmasked Estep 
Score: -12170415.000000 Penalty: 4047.533203
	Iteration 20F: 3 clusters Score -1.217042e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 241257 members 
Entering Unmasked Estep 
Score: -12171324.000000 Penalty: 4047.533203
	Iteration 21Q: 3 clusters Score -1.217132e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 242886 members 
Entering Unmasked Estep 
Score: -12172003.000000 Penalty: 4047.533203
	Iteration 22Q: 3 clusters Score -1.2172e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 244284 members 
Entering Unmasked Estep 
Score: -12172541.000000 Penalty: 4047.533203
	Iteration 23Q: 3 clusters Score -1.217254e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 245491 members 
Entering Unmasked Estep 
Score: -12173036.000000 Penalty: 4047.533203
	Iteration 24Q: 3 clusters Score -1.217304e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 246527 members 
Entering Unmasked Estep 
Score: -12173426.000000 Penalty: 4047.533203
	Iteration 25Q: 3 clusters Score -1.217343e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 247457 members 
Entering Unmasked Estep 
Score: -12173715.000000 Penalty: 4047.533203
	Iteration 26Q: 3 clusters Score -1.217372e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 248274 members 
Entering Unmasked Estep 
Score: -12173936.000000 Penalty: 4047.533203
	Iteration 27Q: 3 clusters Score -1.217394e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 249023 members 
Entering Unmasked Estep 
Score: -12174107.000000 Penalty: 4047.533203
	Iteration 28Q: 3 clusters Score -1.217411e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 249698 members 
Entering Unmasked Estep 
Score: -12174332.000000 Penalty: 4047.533203
	Iteration 29Q: 3 clusters Score -1.217433e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 250304 members 
Entering Unmasked Estep 
Score: -12174511.000000 Penalty: 4047.533203
	Iteration 30Q: 3 clusters Score -1.217451e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 250851 members 
Entering Unmasked Estep 
Score: -12174677.000000 Penalty: 4047.533203
	Iteration 31Q: 3 clusters Score -1.217468e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 251316 members 
Entering Unmasked Estep 
Score: -12174758.000000 Penalty: 4047.533203
	Iteration 32Q: 3 clusters Score -1.217476e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 251682 members 
Entering Unmasked Estep 
Score: -12174844.000000 Penalty: 4047.533203
	Iteration 33Q: 3 clusters Score -1.217484e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 251959 members 
Entering Unmasked Estep 
Score: -12174925.000000 Penalty: 4047.533203
	Iteration 34Q: 3 clusters Score -1.217492e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 252183 members 
Entering Unmasked Estep 
Score: -12174989.000000 Penalty: 4047.533203
	Iteration 35Q: 3 clusters Score -1.217499e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 252391 members 
Entering Unmasked Estep 
Score: -12175045.000000 Penalty: 4047.533203
	Iteration 36Q: 3 clusters Score -1.217504e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 252568 members 
Entering Unmasked Estep 
Score: -12175096.000000 Penalty: 4047.533203
	Iteration 37Q: 3 clusters Score -1.21751e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 252722 members 
Entering Unmasked Estep 
Score: -12175120.000000 Penalty: 4047.533203
	Iteration 38Q: 3 clusters Score -1.217512e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 252863 members 
Entering Unmasked Estep 
Score: -12175163.000000 Penalty: 4047.533203
	Iteration 39Q: 3 clusters Score -1.217516e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 252978 members 
Entering Unmasked Estep 
Score: -12175208.000000 Penalty: 4047.533203
	Iteration 40F: 3 clusters Score -1.217521e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 253095 members 
Entering Unmasked Estep 
Score: -12175234.000000 Penalty: 4047.533203
	Iteration 41Q: 3 clusters Score -1.217523e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 253207 members 
Entering Unmasked Estep 
Score: -12175247.000000 Penalty: 4047.533203
	Iteration 42Q: 3 clusters Score -1.217525e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 253310 members 
Entering Unmasked Estep 
Score: -12175273.000000 Penalty: 4047.533203
	Iteration 43Q: 3 clusters Score -1.217527e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 253404 members 
Entering Unmasked Estep 
Score: -12175292.000000 Penalty: 4047.533203
	Iteration 44Q: 3 clusters Score -1.217529e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 253501 members 
Entering Unmasked Estep 
Score: -12175325.000000 Penalty: 4047.533203
	Iteration 45Q: 3 clusters Score -1.217532e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 253600 members 
Entering Unmasked Estep 
Score: -12175334.000000 Penalty: 4047.533203
	Iteration 46Q: 3 clusters Score -1.217533e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 253676 members 
Entering Unmasked Estep 
Score: -12175357.000000 Penalty: 4047.533203
	Iteration 47Q: 3 clusters Score -1.217536e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 253751 members 
Entering Unmasked Estep 
Score: -12175395.000000 Penalty: 4047.533203
	Iteration 48Q: 3 clusters Score -1.21754e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 253831 members 
Entering Unmasked Estep 
Score: -12175440.000000 Penalty: 4047.533203
	Iteration 49Q: 3 clusters Score -1.217544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 253895 members 
Entering Unmasked Estep 
Score: -12175450.000000 Penalty: 4047.533203
	Iteration 50Q: 3 clusters Score -1.217545e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 253948 members 
Entering Unmasked Estep 
Score: -12175458.000000 Penalty: 4047.533203
	Iteration 51Q: 3 clusters Score -1.217546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 253993 members 
Entering Unmasked Estep 
Score: -12175464.000000 Penalty: 4047.533203
	Iteration 52Q: 3 clusters Score -1.217546e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 254033 members 
Entering Unmasked Estep 
Score: -12175484.000000 Penalty: 4047.533203
	Iteration 53Q: 3 clusters Score -1.217548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 254081 members 
Entering Unmasked Estep 
Score: -12175485.000000 Penalty: 4047.533203
	Iteration 54Q: 3 clusters Score -1.217548e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 254122 members 
Entering Unmasked Estep 
Score: -12175481.000000 Penalty: 4047.533203
	Iteration 55Q: 3 clusters Score -1.217548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 254162 members 
Entering Unmasked Estep 
Score: -12175505.000000 Penalty: 4047.533203
	Iteration 56Q: 3 clusters Score -1.21755e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 254194 members 
Entering Unmasked Estep 
Score: -12175494.000000 Penalty: 4047.533203
	Iteration 57Q: 3 clusters Score -1.217549e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 254225 members 
Entering Unmasked Estep 
Score: -12175507.000000 Penalty: 4047.533203
	Iteration 58Q: 3 clusters Score -1.217551e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 254264 members 
Entering Unmasked Estep 
Score: -12175531.000000 Penalty: 4047.533203
	Iteration 59Q: 3 clusters Score -1.217553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 254303 members 
Entering Unmasked Estep 
Score: -12175535.000000 Penalty: 4047.533203
	Iteration 60F: 3 clusters Score -1.217554e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 254344 members 
Entering Unmasked Estep 
Score: -12175564.000000 Penalty: 4047.533203
	Iteration 61Q: 3 clusters Score -1.217556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 254385 members 
Entering Unmasked Estep 
Score: -12175574.000000 Penalty: 4047.533203
	Iteration 62Q: 3 clusters Score -1.217557e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 254410 members 
Entering Unmasked Estep 
Score: -12175575.000000 Penalty: 4047.533203
	Iteration 63Q: 3 clusters Score -1.217558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 254433 members 
Entering Unmasked Estep 
Score: -12175582.000000 Penalty: 4047.533203
	Iteration 64Q: 3 clusters Score -1.217558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 254461 members 
Entering Unmasked Estep 
Score: -12175598.000000 Penalty: 4047.533203
	Iteration 65Q: 3 clusters Score -1.21756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 254481 members 
Entering Unmasked Estep 
Score: -12175606.000000 Penalty: 4047.533203
	Iteration 66Q: 3 clusters Score -1.217561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 254503 members 
Entering Unmasked Estep 
Score: -12175615.000000 Penalty: 4047.533203
	Iteration 67Q: 3 clusters Score -1.217562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 254525 members 
Entering Unmasked Estep 
Score: -12175629.000000 Penalty: 4047.533203
	Iteration 68Q: 3 clusters Score -1.217563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 254546 members 
Entering Unmasked Estep 
Score: -12175633.000000 Penalty: 4047.533203
	Iteration 69Q: 3 clusters Score -1.217563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 254564 members 
Entering Unmasked Estep 
Score: -12175648.000000 Penalty: 4047.533203
	Iteration 70Q: 3 clusters Score -1.217565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 254578 members 
Entering Unmasked Estep 
Score: -12175631.000000 Penalty: 4047.533203
	Iteration 71Q: 3 clusters Score -1.217563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 254591 members 
Entering Unmasked Estep 
Score: -12175631.000000 Penalty: 4047.533203
	Iteration 72Q: 3 clusters Score -1.217563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 254599 members 
Entering Unmasked Estep 
Score: -12175634.000000 Penalty: 4047.533203
	Iteration 73Q: 3 clusters Score -1.217563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 254609 members 
Entering Unmasked Estep 
Score: -12175643.000000 Penalty: 4047.533203
	Iteration 74Q: 3 clusters Score -1.217564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 254621 members 
Entering Unmasked Estep 
Score: -12175631.000000 Penalty: 4047.533203
	Iteration 75Q: 3 clusters Score -1.217563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 254629 members 
Entering Unmasked Estep 
Score: -12175634.000000 Penalty: 4047.533203
	Iteration 76Q: 3 clusters Score -1.217563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 254636 members 
Entering Unmasked Estep 
Score: -12175639.000000 Penalty: 4047.533203
	Iteration 77Q: 3 clusters Score -1.217564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 254642 members 
Entering Unmasked Estep 
Score: -12175640.000000 Penalty: 4047.533203
	Iteration 78Q: 3 clusters Score -1.217564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 254648 members 
Entering Unmasked Estep 
Score: -12175646.000000 Penalty: 4047.533203
	Iteration 79Q: 3 clusters Score -1.217565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 254652 members 
Entering Unmasked Estep 
Score: -12175654.000000 Penalty: 4047.533203
	Iteration 80F: 3 clusters Score -1.217565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 254656 members 
Entering Unmasked Estep 
Score: -12175654.000000 Penalty: 4047.533203
	Iteration 81Q: 3 clusters Score -1.217565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 254661 members 
Entering Unmasked Estep 
Score: -12175651.000000 Penalty: 4047.533203
	Iteration 82Q: 3 clusters Score -1.217565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 254666 members 
Entering Unmasked Estep 
Score: -12175659.000000 Penalty: 4047.533203
	Iteration 83Q: 3 clusters Score -1.217566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 254671 members 
Entering Unmasked Estep 
Score: -12175652.000000 Penalty: 4047.533203
	Iteration 84Q: 3 clusters Score -1.217565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 254672 members 
Entering Unmasked Estep 
Score: -12175656.000000 Penalty: 4047.533203
	Iteration 85Q: 3 clusters Score -1.217566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 254672 members 
Entering Unmasked Estep 
Score: -12175654.000000 Penalty: 4047.533203
	Iteration 86Q: 3 clusters Score -1.217565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 254672 members 
Entering Unmasked Estep 
Score: -12175644.000000 Penalty: 4047.533203
	Iteration 87Q: 3 clusters Score -1.217564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 254674 members 
Entering Unmasked Estep 
Score: -12175647.000000 Penalty: 4047.533203
	Iteration 88Q: 3 clusters Score -1.217565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 254674 members 
Entering Unmasked Estep 
Score: -12175646.000000 Penalty: 4047.533203
	Iteration 89Q: 3 clusters Score -1.217565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 254674 members 
Entering Unmasked Estep 
Score: -12175653.000000 Penalty: 4047.533203
	Iteration 90Q: 3 clusters Score -1.217565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 254674 members 
Entering Unmasked Estep 
Score: -12175650.000000 Penalty: 4047.533203
	Iteration 91Q: 3 clusters Score -1.217565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 254677 members 
Entering Unmasked Estep 
Score: -12175657.000000 Penalty: 4047.533203
	Iteration 92Q: 3 clusters Score -1.217566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 254680 members 
Entering Unmasked Estep 
Score: -12175651.000000 Penalty: 4047.533203
	Iteration 93Q: 3 clusters Score -1.217565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 254685 members 
Entering Unmasked Estep 
Score: -12175646.000000 Penalty: 4047.533203
	Iteration 94Q: 3 clusters Score -1.217565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 254688 members 
Entering Unmasked Estep 
Score: -12175657.000000 Penalty: 4047.533203
	Iteration 95Q: 3 clusters Score -1.217566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 254691 members 
Entering Unmasked Estep 
Score: -12175652.000000 Penalty: 4047.533203
	Iteration 96Q: 3 clusters Score -1.217565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 254699 members 
Entering Unmasked Estep 
Score: -12175663.000000 Penalty: 4047.533203
	Iteration 97Q: 3 clusters Score -1.217566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 254708 members 
Entering Unmasked Estep 
Score: -12175654.000000 Penalty: 4047.533203
	Iteration 98Q: 3 clusters Score -1.217565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 254711 members 
Entering Unmasked Estep 
Score: -12175651.000000 Penalty: 4047.533203
	Iteration 99Q: 3 clusters Score -1.217565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 254715 members 
Entering Unmasked Estep 
Score: -12175661.000000 Penalty: 4047.533203
	Iteration 100F: 3 clusters Score -1.217566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 254715 members 
Entering Unmasked Estep 
Score: -12175660.000000 Penalty: 4047.533203
	Iteration 101Q: 3 clusters Score -1.217566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 254715 members 
Entering Unmasked Estep 
Score: -12175658.000000 Penalty: 4047.533203
	Iteration 102Q: 3 clusters Score -1.217566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 254716 members 
Entering Unmasked Estep 
Score: -12175665.000000 Penalty: 4047.533203
	Iteration 103Q: 3 clusters Score -1.217566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 254716 members 
Entering Unmasked Estep 
Score: -12175665.000000 Penalty: 4047.533203
	Iteration 104F: 3 clusters Score -1.217566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Entering Unmasked Estep 
Score: -3288702.000000 Penalty: 1808.044067
	Iteration 0F: 2 clusters Score -3288702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3243115.750000 Penalty: 3616.088135
	Iteration 0F: 3 clusters Score -3243116 nChanged 32374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3262089.000000 Penalty: 3616.088135
	Iteration 1F: 3 clusters Score -3262089 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3263516.750000 Penalty: 3616.088135
	Iteration 2Q: 3 clusters Score -3263517 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3265517.000000 Penalty: 3616.088135
	Iteration 3F: 3 clusters Score -3265517 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3268541.250000 Penalty: 3616.088135
	Iteration 4F: 3 clusters Score -3268541 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3272488.250000 Penalty: 3616.088135
	Iteration 5F: 3 clusters Score -3272488 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3276521.750000 Penalty: 3616.088135
	Iteration 6F: 3 clusters Score -3276522 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3279934.500000 Penalty: 3616.088135
	Iteration 7F: 3 clusters Score -3279934 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3282198.000000 Penalty: 3616.088135
	Iteration 8Q: 3 clusters Score -3282198 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3283506.500000 Penalty: 3616.088135
	Iteration 9Q: 3 clusters Score -3283506 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3284328.000000 Penalty: 3616.088135
	Iteration 10Q: 3 clusters Score -3284328 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3284924.750000 Penalty: 3616.088135
	Iteration 11Q: 3 clusters Score -3284925 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3285402.750000 Penalty: 3616.088135
	Iteration 12Q: 3 clusters Score -3285403 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3285885.500000 Penalty: 3616.088135
	Iteration 13Q: 3 clusters Score -3285886 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3286377.250000 Penalty: 3616.088135
	Iteration 14Q: 3 clusters Score -3286377 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3286858.250000 Penalty: 3616.088135
	Iteration 15Q: 3 clusters Score -3286858 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3287273.000000 Penalty: 3616.088135
	Iteration 16Q: 3 clusters Score -3287273 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3287588.750000 Penalty: 3616.088135
	Iteration 17Q: 3 clusters Score -3287589 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3287772.250000 Penalty: 3616.088135
	Iteration 18Q: 3 clusters Score -3287772 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3287895.750000 Penalty: 3616.088135
	Iteration 19Q: 3 clusters Score -3287896 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3288002.250000 Penalty: 3616.088135
	Iteration 20F: 3 clusters Score -3288002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3288056.750000 Penalty: 3616.088135
	Iteration 21Q: 3 clusters Score -3288057 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3288107.750000 Penalty: 3616.088135
	Iteration 22Q: 3 clusters Score -3288108 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3288127.250000 Penalty: 3616.088135
	Iteration 23Q: 3 clusters Score -3288127 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3288157.500000 Penalty: 3616.088135
	Iteration 24Q: 3 clusters Score -3288158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3288187.750000 Penalty: 3616.088135
	Iteration 25Q: 3 clusters Score -3288188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3288208.000000 Penalty: 3616.088135
	Iteration 26Q: 3 clusters Score -3288208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3288219.000000 Penalty: 3616.088135
	Iteration 27Q: 3 clusters Score -3288219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3288231.250000 Penalty: 3616.088135
	Iteration 28Q: 3 clusters Score -3288231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3288249.500000 Penalty: 3616.088135
	Iteration 29Q: 3 clusters Score -3288250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3288254.000000 Penalty: 3616.088135
	Iteration 30Q: 3 clusters Score -3288254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3288258.750000 Penalty: 3616.088135
	Iteration 31Q: 3 clusters Score -3288259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3288264.750000 Penalty: 3616.088135
	Iteration 32Q: 3 clusters Score -3288265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3288275.250000 Penalty: 3616.088135
	Iteration 33Q: 3 clusters Score -3288275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3288284.500000 Penalty: 3616.088135
	Iteration 34Q: 3 clusters Score -3288284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3288293.250000 Penalty: 3616.088135
	Iteration 35Q: 3 clusters Score -3288293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3288296.500000 Penalty: 3616.088135
	Iteration 36Q: 3 clusters Score -3288296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3288295.000000 Penalty: 3616.088135
	Iteration 37Q: 3 clusters Score -3288295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3288300.750000 Penalty: 3616.088135
	Iteration 38Q: 3 clusters Score -3288301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3288302.000000 Penalty: 3616.088135
	Iteration 39Q: 3 clusters Score -3288302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3288302.250000 Penalty: 3616.088135
	Iteration 40F: 3 clusters Score -3288302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3288300.250000 Penalty: 3616.088135
	Iteration 41Q: 3 clusters Score -3288300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3288302.500000 Penalty: 3616.088135
	Iteration 42Q: 3 clusters Score -3288302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3288302.250000 Penalty: 3616.088135
	Iteration 43Q: 3 clusters Score -3288302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3288302.250000 Penalty: 3616.088135
	Iteration 44F: 3 clusters Score -3288302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -108384.257812 Penalty: 1250.929688
	Iteration 0F: 2 clusters Score -108384.3 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 1092 members 
Entering Unmasked Estep 
Score: -106163.914062 Penalty: 2501.859375
	Iteration 0F: 3 clusters Score -106163.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -106657.906250 Penalty: 2501.859375
	Iteration 1F: 3 clusters Score -106657.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -106788.515625 Penalty: 2501.859375
	Iteration 2F: 3 clusters Score -106788.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -106870.335938 Penalty: 2501.859375
	Iteration 3F: 3 clusters Score -106870.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -106930.945312 Penalty: 2501.859375
	Iteration 4Q: 3 clusters Score -106930.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -106966.734375 Penalty: 2501.859375
	Iteration 5Q: 3 clusters Score -106966.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -106995.320312 Penalty: 2501.859375
	Iteration 6Q: 3 clusters Score -106995.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -107016.984375 Penalty: 2501.859375
	Iteration 7Q: 3 clusters Score -107017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107036.648438 Penalty: 2501.859375
	Iteration 8Q: 3 clusters Score -107036.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -107049.757812 Penalty: 2501.859375
	Iteration 9Q: 3 clusters Score -107049.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -107058.195312 Penalty: 2501.859375
	Iteration 10Q: 3 clusters Score -107058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107067.562500 Penalty: 2501.859375
	Iteration 11Q: 3 clusters Score -107067.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107073.023438 Penalty: 2501.859375
	Iteration 12Q: 3 clusters Score -107073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107076.054688 Penalty: 2501.859375
	Iteration 13Q: 3 clusters Score -107076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -107080.289062 Penalty: 2501.859375
	Iteration 14Q: 3 clusters Score -107080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107088.500000 Penalty: 2501.859375
	Iteration 15Q: 3 clusters Score -107088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -107097.882812 Penalty: 2501.859375
	Iteration 16Q: 3 clusters Score -107097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -107109.539062 Penalty: 2501.859375
	Iteration 17Q: 3 clusters Score -107109.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107120.250000 Penalty: 2501.859375
	Iteration 18Q: 3 clusters Score -107120.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -107133.242188 Penalty: 2501.859375
	Iteration 19Q: 3 clusters Score -107133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107142.023438 Penalty: 2501.859375
	Iteration 20F: 3 clusters Score -107142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107150.546875 Penalty: 2501.859375
	Iteration 21Q: 3 clusters Score -107150.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107160.078125 Penalty: 2501.859375
	Iteration 22Q: 3 clusters Score -107160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -107167.023438 Penalty: 2501.859375
	Iteration 23Q: 3 clusters Score -107167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107173.937500 Penalty: 2501.859375
	Iteration 24Q: 3 clusters Score -107173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107185.171875 Penalty: 2501.859375
	Iteration 25Q: 3 clusters Score -107185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -107193.000000 Penalty: 2501.859375
	Iteration 26Q: 3 clusters Score -107193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107201.921875 Penalty: 2501.859375
	Iteration 27Q: 3 clusters Score -107201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -107205.554688 Penalty: 2501.859375
	Iteration 28Q: 3 clusters Score -107205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107209.921875 Penalty: 2501.859375
	Iteration 29Q: 3 clusters Score -107209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107213.585938 Penalty: 2501.859375
	Iteration 30Q: 3 clusters Score -107213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107216.843750 Penalty: 2501.859375
	Iteration 31Q: 3 clusters Score -107216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107219.210938 Penalty: 2501.859375
	Iteration 32Q: 3 clusters Score -107219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107221.039062 Penalty: 2501.859375
	Iteration 33Q: 3 clusters Score -107221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107223.093750 Penalty: 2501.859375
	Iteration 34Q: 3 clusters Score -107223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107223.796875 Penalty: 2501.859375
	Iteration 35Q: 3 clusters Score -107223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107223.710938 Penalty: 2501.859375
	Iteration 36Q: 3 clusters Score -107223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107223.710938 Penalty: 2501.859375
	Iteration 37F: 3 clusters Score -107223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Entering Unmasked Estep 
Score: -1613581.000000 Penalty: 1691.982666
	Iteration 0F: 2 clusters Score -1613581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1591281.000000 Penalty: 3383.965332
	Iteration 0F: 3 clusters Score -1591281 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1600035.500000 Penalty: 3383.965332
	Iteration 1F: 3 clusters Score -1600036 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1600796.875000 Penalty: 3383.965332
	Iteration 2F: 3 clusters Score -1600797 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1601819.750000 Penalty: 3383.965332
	Iteration 3F: 3 clusters Score -1601820 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1603295.375000 Penalty: 3383.965332
	Iteration 4F: 3 clusters Score -1603295 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1605213.250000 Penalty: 3383.965332
	Iteration 5F: 3 clusters Score -1605213 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -1607429.625000 Penalty: 3383.965332
	Iteration 6F: 3 clusters Score -1607430 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -1609301.125000 Penalty: 3383.965332
	Iteration 7F: 3 clusters Score -1609301 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -1610369.125000 Penalty: 3383.965332
	Iteration 8F: 3 clusters Score -1610369 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -1610941.875000 Penalty: 3383.965332
	Iteration 9Q: 3 clusters Score -1610942 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -1611369.625000 Penalty: 3383.965332
	Iteration 10Q: 3 clusters Score -1611370 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -1611768.875000 Penalty: 3383.965332
	Iteration 11Q: 3 clusters Score -1611769 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -1612200.750000 Penalty: 3383.965332
	Iteration 12Q: 3 clusters Score -1612201 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -1612509.750000 Penalty: 3383.965332
	Iteration 13Q: 3 clusters Score -1612510 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -1612766.250000 Penalty: 3383.965332
	Iteration 14Q: 3 clusters Score -1612766 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -1612964.875000 Penalty: 3383.965332
	Iteration 15Q: 3 clusters Score -1612965 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -1613119.500000 Penalty: 3383.965332
	Iteration 16Q: 3 clusters Score -1613120 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -1613244.875000 Penalty: 3383.965332
	Iteration 17Q: 3 clusters Score -1613245 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -1613337.750000 Penalty: 3383.965332
	Iteration 18Q: 3 clusters Score -1613338 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -1613406.125000 Penalty: 3383.965332
	Iteration 19Q: 3 clusters Score -1613406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -1613448.250000 Penalty: 3383.965332
	Iteration 20F: 3 clusters Score -1613448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -1613478.500000 Penalty: 3383.965332
	Iteration 21Q: 3 clusters Score -1613478 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -1613492.000000 Penalty: 3383.965332
	Iteration 22Q: 3 clusters Score -1613492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -1613523.000000 Penalty: 3383.965332
	Iteration 23Q: 3 clusters Score -1613523 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -1613540.250000 Penalty: 3383.965332
	Iteration 24Q: 3 clusters Score -1613540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -1613553.875000 Penalty: 3383.965332
	Iteration 25Q: 3 clusters Score -1613554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -1613578.625000 Penalty: 3383.965332
	Iteration 26Q: 3 clusters Score -1613579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -1613586.500000 Penalty: 3383.965332
	Iteration 27Q: 3 clusters Score -1613586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -1613607.250000 Penalty: 3383.965332
	Iteration 28Q: 3 clusters Score -1613607 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -1613614.625000 Penalty: 3383.965332
	Iteration 29Q: 3 clusters Score -1613615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -1613625.250000 Penalty: 3383.965332
	Iteration 30Q: 3 clusters Score -1613625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -1613631.750000 Penalty: 3383.965332
	Iteration 31Q: 3 clusters Score -1613632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -1613638.375000 Penalty: 3383.965332
	Iteration 32Q: 3 clusters Score -1613638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -1613641.500000 Penalty: 3383.965332
	Iteration 33Q: 3 clusters Score -1613642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -1613646.750000 Penalty: 3383.965332
	Iteration 34Q: 3 clusters Score -1613647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -1613647.250000 Penalty: 3383.965332
	Iteration 35Q: 3 clusters Score -1613647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -1613654.750000 Penalty: 3383.965332
	Iteration 36Q: 3 clusters Score -1613655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -1613655.750000 Penalty: 3383.965332
	Iteration 37Q: 3 clusters Score -1613656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -1613660.875000 Penalty: 3383.965332
	Iteration 38Q: 3 clusters Score -1613661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -1613661.500000 Penalty: 3383.965332
	Iteration 39Q: 3 clusters Score -1613662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -1613668.625000 Penalty: 3383.965332
	Iteration 40F: 3 clusters Score -1613669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -1613673.375000 Penalty: 3383.965332
	Iteration 41Q: 3 clusters Score -1613673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -1613678.875000 Penalty: 3383.965332
	Iteration 42Q: 3 clusters Score -1613679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -1613686.500000 Penalty: 3383.965332
	Iteration 43Q: 3 clusters Score -1613686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -1613689.000000 Penalty: 3383.965332
	Iteration 44Q: 3 clusters Score -1613689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -1613690.125000 Penalty: 3383.965332
	Iteration 45Q: 3 clusters Score -1613690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -1613688.125000 Penalty: 3383.965332
	Iteration 46Q: 3 clusters Score -1613688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -1613693.250000 Penalty: 3383.965332
	Iteration 47Q: 3 clusters Score -1613693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -1613694.375000 Penalty: 3383.965332
	Iteration 48Q: 3 clusters Score -1613694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -1613695.000000 Penalty: 3383.965332
	Iteration 49Q: 3 clusters Score -1613695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -1613695.125000 Penalty: 3383.965332
	Iteration 50Q: 3 clusters Score -1613695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -1613692.500000 Penalty: 3383.965332
	Iteration 51Q: 3 clusters Score -1613692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -1613695.500000 Penalty: 3383.965332
	Iteration 52Q: 3 clusters Score -1613696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -1613694.125000 Penalty: 3383.965332
	Iteration 53Q: 3 clusters Score -1613694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -1613699.000000 Penalty: 3383.965332
	Iteration 54Q: 3 clusters Score -1613699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -1613698.875000 Penalty: 3383.965332
	Iteration 55Q: 3 clusters Score -1613699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -1613695.250000 Penalty: 3383.965332
	Iteration 56Q: 3 clusters Score -1613695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -1613695.750000 Penalty: 3383.965332
	Iteration 57Q: 3 clusters Score -1613696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -1613695.750000 Penalty: 3383.965332
	Iteration 58Q: 3 clusters Score -1613696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -1613695.750000 Penalty: 3383.965332
	Iteration 59F: 3 clusters Score -1613696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 256260 members 
Mstep: Class 9 contains 67943 members 
Mstep: Class 10 contains 30494 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 15 contains 20746 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 19 contains 334151 members 
Mstep: Class 20 contains 10041 members 
Entering Unmasked Estep 
Score: -37452824.000000 Penalty: 37573.226562
Splitting cluster 12 changes total score from -37453108.000000 to -37452824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Entering Unmasked Estep 
Score: -1032515.375000 Penalty: 1615.267578
	Iteration 0F: 2 clusters Score -1032515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1018336.937500 Penalty: 3230.535156
	Iteration 0F: 3 clusters Score -1018337 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1023396.437500 Penalty: 3230.535156
	Iteration 1F: 3 clusters Score -1023396 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1023723.750000 Penalty: 3230.535156
	Iteration 2Q: 3 clusters Score -1023724 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1024002.375000 Penalty: 3230.535156
	Iteration 3Q: 3 clusters Score -1024002 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1024259.000000 Penalty: 3230.535156
	Iteration 4Q: 3 clusters Score -1024259 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1024537.562500 Penalty: 3230.535156
	Iteration 5Q: 3 clusters Score -1024538 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1024850.625000 Penalty: 3230.535156
	Iteration 6Q: 3 clusters Score -1024851 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1025176.437500 Penalty: 3230.535156
	Iteration 7Q: 3 clusters Score -1025176 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1025580.062500 Penalty: 3230.535156
	Iteration 8Q: 3 clusters Score -1025580 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1026114.000000 Penalty: 3230.535156
	Iteration 9Q: 3 clusters Score -1026114 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1026759.000000 Penalty: 3230.535156
	Iteration 10F: 3 clusters Score -1026759 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1027429.937500 Penalty: 3230.535156
	Iteration 11Q: 3 clusters Score -1027430 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1027958.125000 Penalty: 3230.535156
	Iteration 12Q: 3 clusters Score -1027958 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1028275.562500 Penalty: 3230.535156
	Iteration 13Q: 3 clusters Score -1028276 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1028493.250000 Penalty: 3230.535156
	Iteration 14Q: 3 clusters Score -1028493 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1028641.500000 Penalty: 3230.535156
	Iteration 15Q: 3 clusters Score -1028642 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1028758.687500 Penalty: 3230.535156
	Iteration 16Q: 3 clusters Score -1028759 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1028864.437500 Penalty: 3230.535156
	Iteration 17Q: 3 clusters Score -1028864 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1028963.625000 Penalty: 3230.535156
	Iteration 18Q: 3 clusters Score -1028964 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1029061.375000 Penalty: 3230.535156
	Iteration 19Q: 3 clusters Score -1029061 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1029157.937500 Penalty: 3230.535156
	Iteration 20F: 3 clusters Score -1029158 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1029242.187500 Penalty: 3230.535156
	Iteration 21Q: 3 clusters Score -1029242 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1029331.500000 Penalty: 3230.535156
	Iteration 22Q: 3 clusters Score -1029332 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1029444.437500 Penalty: 3230.535156
	Iteration 23Q: 3 clusters Score -1029444 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1029579.250000 Penalty: 3230.535156
	Iteration 24Q: 3 clusters Score -1029579 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1029747.000000 Penalty: 3230.535156
	Iteration 25Q: 3 clusters Score -1029747 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1029943.687500 Penalty: 3230.535156
	Iteration 26Q: 3 clusters Score -1029944 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1030152.250000 Penalty: 3230.535156
	Iteration 27Q: 3 clusters Score -1030152 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1030364.187500 Penalty: 3230.535156
	Iteration 28Q: 3 clusters Score -1030364 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1030567.500000 Penalty: 3230.535156
	Iteration 29Q: 3 clusters Score -1030568 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1030790.187500 Penalty: 3230.535156
	Iteration 30Q: 3 clusters Score -1030790 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1030968.687500 Penalty: 3230.535156
	Iteration 31Q: 3 clusters Score -1030969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1031066.250000 Penalty: 3230.535156
	Iteration 32Q: 3 clusters Score -1031066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1031129.625000 Penalty: 3230.535156
	Iteration 33Q: 3 clusters Score -1031130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1031164.125000 Penalty: 3230.535156
	Iteration 34Q: 3 clusters Score -1031164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1031187.375000 Penalty: 3230.535156
	Iteration 35Q: 3 clusters Score -1031187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1031200.750000 Penalty: 3230.535156
	Iteration 36Q: 3 clusters Score -1031201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1031210.812500 Penalty: 3230.535156
	Iteration 37Q: 3 clusters Score -1031211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1031221.312500 Penalty: 3230.535156
	Iteration 38Q: 3 clusters Score -1031221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1031225.625000 Penalty: 3230.535156
	Iteration 39Q: 3 clusters Score -1031226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1031230.812500 Penalty: 3230.535156
	Iteration 40F: 3 clusters Score -1031231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1031235.250000 Penalty: 3230.535156
	Iteration 41Q: 3 clusters Score -1031235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1031238.375000 Penalty: 3230.535156
	Iteration 42Q: 3 clusters Score -1031238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1031240.687500 Penalty: 3230.535156
	Iteration 43Q: 3 clusters Score -1031241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1031246.125000 Penalty: 3230.535156
	Iteration 44Q: 3 clusters Score -1031246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1031244.750000 Penalty: 3230.535156
	Iteration 45Q: 3 clusters Score -1031245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1031246.625000 Penalty: 3230.535156
	Iteration 46Q: 3 clusters Score -1031247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1031246.750000 Penalty: 3230.535156
	Iteration 47Q: 3 clusters Score -1031247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1031250.500000 Penalty: 3230.535156
	Iteration 48Q: 3 clusters Score -1031250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1031249.625000 Penalty: 3230.535156
	Iteration 49Q: 3 clusters Score -1031250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1031248.687500 Penalty: 3230.535156
	Iteration 50Q: 3 clusters Score -1031249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1031247.750000 Penalty: 3230.535156
	Iteration 51Q: 3 clusters Score -1031248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1031248.375000 Penalty: 3230.535156
	Iteration 52Q: 3 clusters Score -1031248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1031250.562500 Penalty: 3230.535156
	Iteration 53Q: 3 clusters Score -1031251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1031252.500000 Penalty: 3230.535156
	Iteration 54Q: 3 clusters Score -1031252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1031251.250000 Penalty: 3230.535156
	Iteration 55Q: 3 clusters Score -1031251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1031250.750000 Penalty: 3230.535156
	Iteration 56Q: 3 clusters Score -1031251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1031249.687500 Penalty: 3230.535156
	Iteration 57Q: 3 clusters Score -1031250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1031250.062500 Penalty: 3230.535156
	Iteration 58Q: 3 clusters Score -1031250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1031250.375000 Penalty: 3230.535156
	Iteration 59Q: 3 clusters Score -1031250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1031250.375000 Penalty: 3230.535156
	Iteration 60F: 3 clusters Score -1031250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -1253676.625000 Penalty: 1644.016602
	Iteration 0F: 2 clusters Score -1253677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1236955.125000 Penalty: 3288.033203
	Iteration 0F: 3 clusters Score -1236955 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1243201.625000 Penalty: 3288.033203
	Iteration 1F: 3 clusters Score -1243202 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1243597.500000 Penalty: 3288.033203
	Iteration 2Q: 3 clusters Score -1243598 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1244118.750000 Penalty: 3288.033203
	Iteration 3Q: 3 clusters Score -1244119 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1244881.750000 Penalty: 3288.033203
	Iteration 4F: 3 clusters Score -1244882 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1245973.250000 Penalty: 3288.033203
	Iteration 5F: 3 clusters Score -1245973 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1247526.500000 Penalty: 3288.033203
	Iteration 6F: 3 clusters Score -1247526 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1249261.750000 Penalty: 3288.033203
	Iteration 7F: 3 clusters Score -1249262 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1250728.500000 Penalty: 3288.033203
	Iteration 8F: 3 clusters Score -1250728 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1251443.750000 Penalty: 3288.033203
	Iteration 9Q: 3 clusters Score -1251444 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1251737.500000 Penalty: 3288.033203
	Iteration 10Q: 3 clusters Score -1251738 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1251868.125000 Penalty: 3288.033203
	Iteration 11Q: 3 clusters Score -1251868 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1251952.125000 Penalty: 3288.033203
	Iteration 12Q: 3 clusters Score -1251952 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1252012.750000 Penalty: 3288.033203
	Iteration 13Q: 3 clusters Score -1252013 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1252079.500000 Penalty: 3288.033203
	Iteration 14Q: 3 clusters Score -1252080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1252133.000000 Penalty: 3288.033203
	Iteration 15Q: 3 clusters Score -1252133 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1252158.750000 Penalty: 3288.033203
	Iteration 16Q: 3 clusters Score -1252159 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1252190.750000 Penalty: 3288.033203
	Iteration 17Q: 3 clusters Score -1252191 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1252227.500000 Penalty: 3288.033203
	Iteration 18Q: 3 clusters Score -1252228 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1252252.625000 Penalty: 3288.033203
	Iteration 19Q: 3 clusters Score -1252253 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1252281.375000 Penalty: 3288.033203
	Iteration 20F: 3 clusters Score -1252281 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1252310 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1252348 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1252379 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -1252407.250000 Penalty: 3288.033203
	Iteration 24Q: 3 clusters Score -1252407 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1252433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1252456 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -1252475.000000 Penalty: 3288.033203
	Iteration 27Q: 3 clusters Score -1252475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -1252503.000000 Penalty: 3288.033203
	Iteration 28Q: 3 clusters Score -1252503 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1252523.250000 Penalty: 3288.033203
	Iteration 29Q: 3 clusters Score -1252523 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1252536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -1252540.750000 Penalty: 3288.033203
	Iteration 31Q: 3 clusters Score -1252541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -1252551.250000 Penalty: 3288.033203
	Iteration 32Q: 3 clusters Score -1252551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1252557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1252574.125000 Penalty: 3288.033203
	Iteration 34Q: 3 clusters Score -1252574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1252581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1252597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -1252599.625000 Penalty: 3288.033203
	Iteration 37Q: 3 clusters Score -1252600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -1252604.250000 Penalty: 3288.033203
	Iteration 38Q: 3 clusters Score -1252604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -1252609.750000 Penalty: 3288.033203
	Iteration 39Q: 3 clusters Score -1252610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -1252613.750000 Penalty: 3288.033203
	Iteration 40F: 3 clusters Score -1252614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1252614.625000 Penalty: 3288.033203
	Iteration 41Q: 3 clusters Score -1252615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1252614.375000 Penalty: 3288.033203
	Iteration 42Q: 3 clusters Score -1252614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -1252616.500000 Penalty: 3288.033203
	Iteration 43Q: 3 clusters Score -1252616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -1252620.375000 Penalty: 3288.033203
	Iteration 44Q: 3 clusters Score -1252620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -1252624.875000 Penalty: 3288.033203
	Iteration 45Q: 3 clusters Score -1252625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1252626.500000 Penalty: 3288.033203
	Iteration 46Q: 3 clusters Score -1252626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1252627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1252627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -1252628.750000 Penalty: 3288.033203
	Iteration 49Q: 3 clusters Score -1252629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -1252629.750000 Penalty: 3288.033203
	Iteration 50Q: 3 clusters Score -1252630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1252628.500000 Penalty: 3288.033203
	Iteration 51Q: 3 clusters Score -1252628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -1252631.125000 Penalty: 3288.033203
	Iteration 52Q: 3 clusters Score -1252631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1252631.250000 Penalty: 3288.033203
	Iteration 53Q: 3 clusters Score -1252631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -1252629.750000 Penalty: 3288.033203
	Iteration 54Q: 3 clusters Score -1252630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -1252629.375000 Penalty: 3288.033203
	Iteration 55Q: 3 clusters Score -1252629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -1252632.500000 Penalty: 3288.033203
	Iteration 56Q: 3 clusters Score -1252632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -1252632.125000 Penalty: 3288.033203
	Iteration 57Q: 3 clusters Score -1252632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1252632.500000 Penalty: 3288.033203
	Iteration 58Q: 3 clusters Score -1252632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -1252634.500000 Penalty: 3288.033203
	Iteration 59Q: 3 clusters Score -1252634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -1252635.250000 Penalty: 3288.033203
	Iteration 60F: 3 clusters Score -1252635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -1252638.125000 Penalty: 3288.033203
	Iteration 61Q: 3 clusters Score -1252638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -1252644.625000 Penalty: 3288.033203
	Iteration 62Q: 3 clusters Score -1252645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -1252647.875000 Penalty: 3288.033203
	Iteration 63Q: 3 clusters Score -1252648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1252648.875000 Penalty: 3288.033203
	Iteration 64Q: 3 clusters Score -1252649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -1252650.250000 Penalty: 3288.033203
	Iteration 65Q: 3 clusters Score -1252650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -1252653.375000 Penalty: 3288.033203
	Iteration 66Q: 3 clusters Score -1252653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -1252655.625000 Penalty: 3288.033203
	Iteration 67Q: 3 clusters Score -1252656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -1252655.625000 Penalty: 3288.033203
	Iteration 68Q: 3 clusters Score -1252656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -1252660.750000 Penalty: 3288.033203
	Iteration 69Q: 3 clusters Score -1252661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -1252663.000000 Penalty: 3288.033203
	Iteration 70Q: 3 clusters Score -1252663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -1252663.000000 Penalty: 3288.033203
	Iteration 71Q: 3 clusters Score -1252663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -1252664.875000 Penalty: 3288.033203
	Iteration 72Q: 3 clusters Score -1252665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -1252663.875000 Penalty: 3288.033203
	Iteration 73Q: 3 clusters Score -1252664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -1252664.250000 Penalty: 3288.033203
	Iteration 74Q: 3 clusters Score -1252664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -1252663.125000 Penalty: 3288.033203
	Iteration 75Q: 3 clusters Score -1252663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -1252665.875000 Penalty: 3288.033203
	Iteration 76Q: 3 clusters Score -1252666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -1252664.625000 Penalty: 3288.033203
	Iteration 77Q: 3 clusters Score -1252665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -1252669.000000 Penalty: 3288.033203
	Iteration 78Q: 3 clusters Score -1252669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1252668.875000 Penalty: 3288.033203
	Iteration 79Q: 3 clusters Score -1252669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -1252669.375000 Penalty: 3288.033203
	Iteration 80F: 3 clusters Score -1252669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -1252671.875000 Penalty: 3288.033203
	Iteration 81Q: 3 clusters Score -1252672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1252675.250000 Penalty: 3288.033203
	Iteration 82Q: 3 clusters Score -1252675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -1252675.500000 Penalty: 3288.033203
	Iteration 83Q: 3 clusters Score -1252676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -1252674.875000 Penalty: 3288.033203
	Iteration 84Q: 3 clusters Score -1252675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -1252675.375000 Penalty: 3288.033203
	Iteration 85Q: 3 clusters Score -1252675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -1252675.000000 Penalty: 3288.033203
	Iteration 86Q: 3 clusters Score -1252675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -1252678.125000 Penalty: 3288.033203
	Iteration 87Q: 3 clusters Score -1252678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -1252680.000000 Penalty: 3288.033203
	Iteration 88Q: 3 clusters Score -1252680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -1252680.750000 Penalty: 3288.033203
	Iteration 89Q: 3 clusters Score -1252681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -1252681.250000 Penalty: 3288.033203
	Iteration 90Q: 3 clusters Score -1252681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1252683.000000 Penalty: 3288.033203
	Iteration 91Q: 3 clusters Score -1252683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1252685.125000 Penalty: 3288.033203
	Iteration 92Q: 3 clusters Score -1252685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1252684.125000 Penalty: 3288.033203
	Iteration 93Q: 3 clusters Score -1252684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1252683.625000 Penalty: 3288.033203
	Iteration 94Q: 3 clusters Score -1252684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1252683.125000 Penalty: 3288.033203
	Iteration 95Q: 3 clusters Score -1252683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -1252685.750000 Penalty: 3288.033203
	Iteration 96Q: 3 clusters Score -1252686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -1252688.875000 Penalty: 3288.033203
	Iteration 97Q: 3 clusters Score -1252689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -1252688.750000 Penalty: 3288.033203
	Iteration 98Q: 3 clusters Score -1252689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -1252689.375000 Penalty: 3288.033203
	Iteration 99Q: 3 clusters Score -1252689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -1252688.000000 Penalty: 3288.033203
	Iteration 100F: 3 clusters Score -1252688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -1252688.500000 Penalty: 3288.033203
	Iteration 101Q: 3 clusters Score -1252688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -1252688.500000 Penalty: 3288.033203
	Iteration 102F: 3 clusters Score -1252688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -80032.929688 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -80032.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -78184.617188 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -78184.62 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -78500.390625 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -78500.39 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -78587.828125 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -78587.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -78642.460938 Penalty: 2402.009521
	Iteration 3Q: 3 clusters Score -78642.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78666.000000 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -78666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -78682.351562 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -78682.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -78693.406250 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -78693.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -78702.960938 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -78702.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -78715.453125 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -78715.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -78724.585938 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -78724.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -78733.507812 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -78733.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -78744.632812 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -78744.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78751.515625 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -78751.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -78754.968750 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -78754.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -78757.757812 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -78757.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78760.226562 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -78760.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -78760.695312 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -78760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -78761.343750 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -78761.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -78761.343750 Penalty: 2402.009521
	Iteration 18F: 3 clusters Score -78761.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (334151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334151 members 
Entering Unmasked Estep 
Score: -16036580.000000 Penalty: 2066.894043
	Iteration 0F: 2 clusters Score -1.603658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166870 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -15811103.000000 Penalty: 4133.788086
	Iteration 0F: 3 clusters Score -1.58111e+07 nChanged 163367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -15917479.000000 Penalty: 4133.788086
	Iteration 1F: 3 clusters Score -1.591748e+07 nChanged 18083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 189419 members 
Entering Unmasked Estep 
Score: -15925897.000000 Penalty: 4133.788086
	Iteration 2F: 3 clusters Score -1.59259e+07 nChanged 21746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130552 members 
Mstep: Class 2 contains 203599 members 
Entering Unmasked Estep 
Score: -15938377.000000 Penalty: 4133.788086
	Iteration 3F: 3 clusters Score -1.593838e+07 nChanged 25011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111729 members 
Mstep: Class 2 contains 222422 members 
Entering Unmasked Estep 
Score: -15956576.000000 Penalty: 4133.788086
	Iteration 4F: 3 clusters Score -1.595658e+07 nChanged 26150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 243628 members 
Entering Unmasked Estep 
Score: -15979361.000000 Penalty: 4133.788086
	Iteration 5F: 3 clusters Score -1.597936e+07 nChanged 22510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 261792 members 
Entering Unmasked Estep 
Score: -16000369.000000 Penalty: 4133.788086
	Iteration 6F: 3 clusters Score -1.600037e+07 nChanged 16230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 274152 members 
Entering Unmasked Estep 
Score: -16014060.000000 Penalty: 4133.788086
	Iteration 7Q: 3 clusters Score -1.601406e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 282280 members 
Entering Unmasked Estep 
Score: -16020668.000000 Penalty: 4133.788086
	Iteration 8Q: 3 clusters Score -1.602067e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 288883 members 
Entering Unmasked Estep 
Score: -16024543.000000 Penalty: 4133.788086
	Iteration 9Q: 3 clusters Score -1.602454e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 294762 members 
Entering Unmasked Estep 
Score: -16027631.000000 Penalty: 4133.788086
	Iteration 10Q: 3 clusters Score -1.602763e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 300189 members 
Entering Unmasked Estep 
Score: -16030422.000000 Penalty: 4133.788086
	Iteration 11Q: 3 clusters Score -1.603042e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 305206 members 
Entering Unmasked Estep 
Score: -16033078.000000 Penalty: 4133.788086
	Iteration 12Q: 3 clusters Score -1.603308e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 309781 members 
Entering Unmasked Estep 
Score: -16035739.000000 Penalty: 4133.788086
	Iteration 13Q: 3 clusters Score -1.603574e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 313846 members 
Entering Unmasked Estep 
Score: -16037820.000000 Penalty: 4133.788086
	Iteration 14Q: 3 clusters Score -1.603782e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 317344 members 
Entering Unmasked Estep 
Score: -16039630.000000 Penalty: 4133.788086
	Iteration 15Q: 3 clusters Score -1.603963e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 320329 members 
Entering Unmasked Estep 
Score: -16041176.000000 Penalty: 4133.788086
	Iteration 16Q: 3 clusters Score -1.604118e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 322943 members 
Entering Unmasked Estep 
Score: -16042634.000000 Penalty: 4133.788086
	Iteration 17Q: 3 clusters Score -1.604263e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 325123 members 
Entering Unmasked Estep 
Score: -16043760.000000 Penalty: 4133.788086
	Iteration 18Q: 3 clusters Score -1.604376e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 326883 members 
Entering Unmasked Estep 
Score: -16044586.000000 Penalty: 4133.788086
	Iteration 19Q: 3 clusters Score -1.604459e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 328152 members 
Entering Unmasked Estep 
Score: -16045161.000000 Penalty: 4133.788086
	Iteration 20F: 3 clusters Score -1.604516e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 329141 members 
Entering Unmasked Estep 
Score: -16045720.000000 Penalty: 4133.788086
	Iteration 21Q: 3 clusters Score -1.604572e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 329838 members 
Entering Unmasked Estep 
Score: -16046067.000000 Penalty: 4133.788086
	Iteration 22Q: 3 clusters Score -1.604607e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 330343 members 
Entering Unmasked Estep 
Score: -16046293.000000 Penalty: 4133.788086
	Iteration 23Q: 3 clusters Score -1.604629e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 330729 members 
Entering Unmasked Estep 
Score: -16046458.000000 Penalty: 4133.788086
	Iteration 24Q: 3 clusters Score -1.604646e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 330997 members 
Entering Unmasked Estep 
Score: -16046556.000000 Penalty: 4133.788086
	Iteration 25Q: 3 clusters Score -1.604656e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 331203 members 
Entering Unmasked Estep 
Score: -16046675.000000 Penalty: 4133.788086
	Iteration 26Q: 3 clusters Score -1.604668e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 331380 members 
Entering Unmasked Estep 
Score: -16046716.000000 Penalty: 4133.788086
	Iteration 27Q: 3 clusters Score -1.604672e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 331488 members 
Entering Unmasked Estep 
Score: -16046752.000000 Penalty: 4133.788086
	Iteration 28Q: 3 clusters Score -1.604675e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 331562 members 
Entering Unmasked Estep 
Score: -16046768.000000 Penalty: 4133.788086
	Iteration 29Q: 3 clusters Score -1.604677e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 331616 members 
Entering Unmasked Estep 
Score: -16046794.000000 Penalty: 4133.788086
	Iteration 30Q: 3 clusters Score -1.604679e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 331650 members 
Entering Unmasked Estep 
Score: -16046813.000000 Penalty: 4133.788086
	Iteration 31Q: 3 clusters Score -1.604681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 331670 members 
Entering Unmasked Estep 
Score: -16046815.000000 Penalty: 4133.788086
	Iteration 32Q: 3 clusters Score -1.604682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 331697 members 
Entering Unmasked Estep 
Score: -16046809.000000 Penalty: 4133.788086
	Iteration 33Q: 3 clusters Score -1.604681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 331719 members 
Entering Unmasked Estep 
Score: -16046805.000000 Penalty: 4133.788086
	Iteration 34Q: 3 clusters Score -1.60468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 331742 members 
Entering Unmasked Estep 
Score: -16046826.000000 Penalty: 4133.788086
	Iteration 35Q: 3 clusters Score -1.604683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 331760 members 
Entering Unmasked Estep 
Score: -16046838.000000 Penalty: 4133.788086
	Iteration 36Q: 3 clusters Score -1.604684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 331781 members 
Entering Unmasked Estep 
Score: -16046847.000000 Penalty: 4133.788086
	Iteration 37Q: 3 clusters Score -1.604685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 331793 members 
Entering Unmasked Estep 
Score: -16046847.000000 Penalty: 4133.788086
	Iteration 38Q: 3 clusters Score -1.604685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 331801 members 
Entering Unmasked Estep 
Score: -16046848.000000 Penalty: 4133.788086
	Iteration 39Q: 3 clusters Score -1.604685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 331812 members 
Entering Unmasked Estep 
Score: -16046866.000000 Penalty: 4133.788086
	Iteration 40F: 3 clusters Score -1.604687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 331824 members 
Entering Unmasked Estep 
Score: -16046854.000000 Penalty: 4133.788086
	Iteration 41Q: 3 clusters Score -1.604685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 331828 members 
Entering Unmasked Estep 
Score: -16046855.000000 Penalty: 4133.788086
	Iteration 42Q: 3 clusters Score -1.604686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 331831 members 
Entering Unmasked Estep 
Score: -16046863.000000 Penalty: 4133.788086
	Iteration 43Q: 3 clusters Score -1.604686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 331835 members 
Entering Unmasked Estep 
Score: -16046849.000000 Penalty: 4133.788086
	Iteration 44Q: 3 clusters Score -1.604685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 331838 members 
Entering Unmasked Estep 
Score: -16046856.000000 Penalty: 4133.788086
	Iteration 45Q: 3 clusters Score -1.604686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 331841 members 
Entering Unmasked Estep 
Score: -16046855.000000 Penalty: 4133.788086
	Iteration 46Q: 3 clusters Score -1.604686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 331845 members 
Entering Unmasked Estep 
Score: -16046842.000000 Penalty: 4133.788086
	Iteration 47Q: 3 clusters Score -1.604684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 331849 members 
Entering Unmasked Estep 
Score: -16046841.000000 Penalty: 4133.788086
	Iteration 48Q: 3 clusters Score -1.604684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 331852 members 
Entering Unmasked Estep 
Score: -16046845.000000 Penalty: 4133.788086
	Iteration 49Q: 3 clusters Score -1.604684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 331857 members 
Entering Unmasked Estep 
Score: -16046843.000000 Penalty: 4133.788086
	Iteration 50Q: 3 clusters Score -1.604684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 331861 members 
Entering Unmasked Estep 
Score: -16046840.000000 Penalty: 4133.788086
	Iteration 51Q: 3 clusters Score -1.604684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 331865 members 
Entering Unmasked Estep 
Score: -16046840.000000 Penalty: 4133.788086
	Iteration 52Q: 3 clusters Score -1.604684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 331869 members 
Entering Unmasked Estep 
Score: -16046848.000000 Penalty: 4133.788086
	Iteration 53Q: 3 clusters Score -1.604685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 331872 members 
Entering Unmasked Estep 
Score: -16046842.000000 Penalty: 4133.788086
	Iteration 54Q: 3 clusters Score -1.604684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 331873 members 
Entering Unmasked Estep 
Score: -16046850.000000 Penalty: 4133.788086
	Iteration 55Q: 3 clusters Score -1.604685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 331875 members 
Entering Unmasked Estep 
Score: -16046853.000000 Penalty: 4133.788086
	Iteration 56Q: 3 clusters Score -1.604685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 331875 members 
Entering Unmasked Estep 
Score: -16046853.000000 Penalty: 4133.788086
	Iteration 57F: 3 clusters Score -1.604685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 256260 members 
Mstep: Class 9 contains 67943 members 
Mstep: Class 10 contains 331875 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 33263 members 
Mstep: Class 15 contains 20746 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 10041 members 
Entering Unmasked Estep 
Score: -37463500.000000 Penalty: 37573.226562
Splitting cluster 19 changes total score from -37453108.000000 to -37463500.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 20 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -478786.906250 Penalty: 1497.345215
	Iteration 0F: 2 clusters Score -478786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -471561.375000 Penalty: 2994.690430
	Iteration 0F: 3 clusters Score -471561.4 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -473944.656250 Penalty: 2994.690430
	Iteration 1F: 3 clusters Score -473944.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -474230.125000 Penalty: 2994.690430
	Iteration 2F: 3 clusters Score -474230.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -474538.343750 Penalty: 2994.690430
	Iteration 3F: 3 clusters Score -474538.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -474853.781250 Penalty: 2994.690430
	Iteration 4F: 3 clusters Score -474853.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -475230.093750 Penalty: 2994.690430
	Iteration 5F: 3 clusters Score -475230.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -475647.437500 Penalty: 2994.690430
	Iteration 6F: 3 clusters Score -475647.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -476009.968750 Penalty: 2994.690430
	Iteration 7F: 3 clusters Score -476010 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -476304.906250 Penalty: 2994.690430
	Iteration 8Q: 3 clusters Score -476304.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -476487.343750 Penalty: 2994.690430
	Iteration 9Q: 3 clusters Score -476487.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -476632.875000 Penalty: 2994.690430
	Iteration 10Q: 3 clusters Score -476632.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -476735.718750 Penalty: 2994.690430
	Iteration 11Q: 3 clusters Score -476735.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -476821.187500 Penalty: 2994.690430
	Iteration 12Q: 3 clusters Score -476821.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -476883.750000 Penalty: 2994.690430
	Iteration 13Q: 3 clusters Score -476883.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -476930.312500 Penalty: 2994.690430
	Iteration 14Q: 3 clusters Score -476930.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -476969.687500 Penalty: 2994.690430
	Iteration 15Q: 3 clusters Score -476969.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -477005.906250 Penalty: 2994.690430
	Iteration 16Q: 3 clusters Score -477005.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -477041.812500 Penalty: 2994.690430
	Iteration 17Q: 3 clusters Score -477041.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -477075.312500 Penalty: 2994.690430
	Iteration 18Q: 3 clusters Score -477075.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -477106.187500 Penalty: 2994.690430
	Iteration 19Q: 3 clusters Score -477106.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -477137.312500 Penalty: 2994.690430
	Iteration 20F: 3 clusters Score -477137.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -477160.031250 Penalty: 2994.690430
	Iteration 21Q: 3 clusters Score -477160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -477184.187500 Penalty: 2994.690430
	Iteration 22Q: 3 clusters Score -477184.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -477202.500000 Penalty: 2994.690430
	Iteration 23Q: 3 clusters Score -477202.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -477224.031250 Penalty: 2994.690430
	Iteration 24Q: 3 clusters Score -477224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -477247.906250 Penalty: 2994.690430
	Iteration 25Q: 3 clusters Score -477247.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -477279.562500 Penalty: 2994.690430
	Iteration 26Q: 3 clusters Score -477279.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -477306.312500 Penalty: 2994.690430
	Iteration 27Q: 3 clusters Score -477306.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -477339.562500 Penalty: 2994.690430
	Iteration 28Q: 3 clusters Score -477339.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -477381.531250 Penalty: 2994.690430
	Iteration 29Q: 3 clusters Score -477381.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -477425.062500 Penalty: 2994.690430
	Iteration 30Q: 3 clusters Score -477425.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -477462.750000 Penalty: 2994.690430
	Iteration 31Q: 3 clusters Score -477462.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -477495.093750 Penalty: 2994.690430
	Iteration 32Q: 3 clusters Score -477495.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -477522.312500 Penalty: 2994.690430
	Iteration 33Q: 3 clusters Score -477522.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -477544.968750 Penalty: 2994.690430
	Iteration 34Q: 3 clusters Score -477545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -477562.406250 Penalty: 2994.690430
	Iteration 35Q: 3 clusters Score -477562.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -477577.000000 Penalty: 2994.690430
	Iteration 36Q: 3 clusters Score -477577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -477588.656250 Penalty: 2994.690430
	Iteration 37Q: 3 clusters Score -477588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -477600.187500 Penalty: 2994.690430
	Iteration 38Q: 3 clusters Score -477600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -477617.562500 Penalty: 2994.690430
	Iteration 39Q: 3 clusters Score -477617.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -477629.156250 Penalty: 2994.690430
	Iteration 40F: 3 clusters Score -477629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -477636.250000 Penalty: 2994.690430
	Iteration 41Q: 3 clusters Score -477636.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -477640.125000 Penalty: 2994.690430
	Iteration 42Q: 3 clusters Score -477640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -477640.375000 Penalty: 2994.690430
	Iteration 43Q: 3 clusters Score -477640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -477643.343750 Penalty: 2994.690430
	Iteration 44Q: 3 clusters Score -477643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -477645.843750 Penalty: 2994.690430
	Iteration 45Q: 3 clusters Score -477645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -477648.875000 Penalty: 2994.690430
	Iteration 46Q: 3 clusters Score -477648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -477649.593750 Penalty: 2994.690430
	Iteration 47Q: 3 clusters Score -477649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -477651.281250 Penalty: 2994.690430
	Iteration 48Q: 3 clusters Score -477651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -477652.218750 Penalty: 2994.690430
	Iteration 49Q: 3 clusters Score -477652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -477652.218750 Penalty: 2994.690430
	Iteration 50F: 3 clusters Score -477652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 256260 members 
Mstep: Class 9 contains 67943 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 33263 members 
Mstep: Class 15 contains 20746 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37464060.000000 Penalty: 37573.226562
Iteration 39Q: 18 clusters Score -3.746406e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 9255 members 
Mstep: Class 3 contains 13815 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 5003 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 8 contains 256916 members 
Mstep: Class 9 contains 68059 members 
Mstep: Class 10 contains 330643 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 33221 members 
Mstep: Class 15 contains 20981 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 9687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37464868.000000 Penalty: 37573.226562
Iteration 40F: 18 clusters Score -3.746487e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 9081 members 
Mstep: Class 3 contains 13662 members 
Mstep: Class 4 contains 11515 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 3415 members 
Mstep: Class 8 contains 255393 members 
Mstep: Class 9 contains 67944 members 
Mstep: Class 10 contains 333378 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 32830 members 
Mstep: Class 15 contains 21148 members 
Mstep: Class 16 contains 24159 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 9271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37465716.000000 Penalty: 37573.226562
Iteration 41Q: 18 clusters Score -3.746572e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 8924 members 
Mstep: Class 3 contains 13528 members 
Mstep: Class 4 contains 11482 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 253874 members 
Mstep: Class 9 contains 67845 members 
Mstep: Class 10 contains 335994 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 32403 members 
Mstep: Class 15 contains 21344 members 
Mstep: Class 16 contains 23540 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37466444.000000 Penalty: 37573.226562
Iteration 42Q: 18 clusters Score -3.746644e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 8797 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 11490 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 3381 members 
Mstep: Class 8 contains 252199 members 
Mstep: Class 9 contains 67797 members 
Mstep: Class 10 contains 338524 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 32012 members 
Mstep: Class 15 contains 21531 members 
Mstep: Class 16 contains 22956 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 8480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37467404.000000 Penalty: 37573.226562
Iteration 43Q: 18 clusters Score -3.74674e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 13244 members 
Mstep: Class 4 contains 11491 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 8 contains 250493 members 
Mstep: Class 9 contains 67758 members 
Mstep: Class 10 contains 341096 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 31589 members 
Mstep: Class 15 contains 21687 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37468400.000000 Penalty: 37573.226562
Iteration 44Q: 18 clusters Score -3.74684e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 11520 members 
Mstep: Class 5 contains 7292 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 248696 members 
Mstep: Class 9 contains 67717 members 
Mstep: Class 10 contains 343687 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 31158 members 
Mstep: Class 15 contains 21842 members 
Mstep: Class 16 contains 21754 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37468848.000000 Penalty: 37573.226562
Iteration 45Q: 18 clusters Score -3.746885e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 11558 members 
Mstep: Class 5 contains 7792 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 3368 members 
Mstep: Class 8 contains 246896 members 
Mstep: Class 9 contains 67659 members 
Mstep: Class 10 contains 346294 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 30757 members 
Mstep: Class 15 contains 22008 members 
Mstep: Class 16 contains 21180 members 
Mstep: Class 17 contains 1417 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 7412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37469400.000000 Penalty: 37573.226562
Iteration 46Q: 18 clusters Score -3.74694e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 12862 members 
Mstep: Class 4 contains 11591 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 244990 members 
Mstep: Class 9 contains 67592 members 
Mstep: Class 10 contains 348937 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 12 contains 30364 members 
Mstep: Class 15 contains 22147 members 
Mstep: Class 16 contains 20592 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 7082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37470076.000000 Penalty: 37573.226562
Iteration 47Q: 18 clusters Score -3.747008e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 8228 members 
Mstep: Class 3 contains 12780 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 8950 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 8 contains 243002 members 
Mstep: Class 9 contains 67514 members 
Mstep: Class 10 contains 351620 members 
Mstep: Class 11 contains 2612 members 
Mstep: Class 12 contains 29947 members 
Mstep: Class 15 contains 22284 members 
Mstep: Class 16 contains 20020 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2197.612305 but Gain 2210.191406
Score: -37470852.000000 Penalty: 35363.035156
Iteration 48Q: 17 clusters Score -3.747085e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 8116 members 
Mstep: Class 3 contains 12677 members 
Mstep: Class 4 contains 12113 members 
Mstep: Class 5 contains 9566 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 241046 members 
Mstep: Class 9 contains 67469 members 
Mstep: Class 10 contains 355055 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 29518 members 
Mstep: Class 15 contains 22466 members 
Mstep: Class 16 contains 19438 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 6502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37473528.000000 Penalty: 35363.035156
Iteration 49Q: 17 clusters Score -3.747353e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 12577 members 
Mstep: Class 4 contains 12368 members 
Mstep: Class 5 contains 10211 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 238798 members 
Mstep: Class 9 contains 67431 members 
Mstep: Class 10 contains 357667 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 29120 members 
Mstep: Class 15 contains 22637 members 
Mstep: Class 16 contains 18913 members 
Mstep: Class 19 contains 2388 members 
Mstep: Class 20 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37474512.000000 Penalty: 35363.035156
Iteration 50Q: 17 clusters Score -3.747451e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 7889 members 
Mstep: Class 3 contains 12505 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 3286 members 
Mstep: Class 8 contains 236345 members 
Mstep: Class 9 contains 67387 members 
Mstep: Class 10 contains 360461 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 28721 members 
Mstep: Class 15 contains 22781 members 
Mstep: Class 16 contains 18386 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37475144.000000 Penalty: 35363.035156
Iteration 51Q: 17 clusters Score -3.747514e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 7817 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 12792 members 
Mstep: Class 5 contains 11552 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 233827 members 
Mstep: Class 9 contains 67347 members 
Mstep: Class 10 contains 363238 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 28324 members 
Mstep: Class 15 contains 22908 members 
Mstep: Class 16 contains 17879 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37475860.000000 Penalty: 35363.035156
Iteration 52Q: 17 clusters Score -3.747586e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 7757 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 12933 members 
Mstep: Class 5 contains 12236 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 231304 members 
Mstep: Class 9 contains 67282 members 
Mstep: Class 10 contains 366044 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 15 contains 23005 members 
Mstep: Class 16 contains 17389 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 5532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37476632.000000 Penalty: 35363.035156
Iteration 53Q: 17 clusters Score -3.747663e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 7701 members 
Mstep: Class 3 contains 12267 members 
Mstep: Class 4 contains 13034 members 
Mstep: Class 5 contains 12873 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 3236 members 
Mstep: Class 8 contains 228769 members 
Mstep: Class 9 contains 67210 members 
Mstep: Class 10 contains 368892 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 27564 members 
Mstep: Class 15 contains 23092 members 
Mstep: Class 16 contains 16930 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37477252.000000 Penalty: 35363.035156
Iteration 54Q: 17 clusters Score -3.747725e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 13101 members 
Mstep: Class 5 contains 13510 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 226129 members 
Mstep: Class 9 contains 67147 members 
Mstep: Class 10 contains 371775 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 27189 members 
Mstep: Class 15 contains 23212 members 
Mstep: Class 16 contains 16505 members 
Mstep: Class 19 contains 2361 members 
Mstep: Class 20 contains 5216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37477680.000000 Penalty: 35363.035156
Iteration 55Q: 17 clusters Score -3.747768e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 7583 members 
Mstep: Class 3 contains 12109 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 14184 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 223352 members 
Mstep: Class 9 contains 67099 members 
Mstep: Class 10 contains 374695 members 
Mstep: Class 11 contains 2985 members 
Mstep: Class 12 contains 26817 members 
Mstep: Class 15 contains 23341 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37478284.000000 Penalty: 35363.035156
Iteration 56Q: 17 clusters Score -3.747828e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 12029 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 14869 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 8 contains 220444 members 
Mstep: Class 9 contains 67062 members 
Mstep: Class 10 contains 377675 members 
Mstep: Class 11 contains 3040 members 
Mstep: Class 12 contains 26466 members 
Mstep: Class 15 contains 23494 members 
Mstep: Class 16 contains 15686 members 
Mstep: Class 19 contains 2343 members 
Mstep: Class 20 contains 4945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37479304.000000 Penalty: 35363.035156
Iteration 57Q: 17 clusters Score -3.74793e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 11963 members 
Mstep: Class 4 contains 13216 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 217443 members 
Mstep: Class 9 contains 67037 members 
Mstep: Class 10 contains 380641 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 26166 members 
Mstep: Class 15 contains 23642 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 19 contains 2329 members 
Mstep: Class 20 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37479868.000000 Penalty: 35363.035156
Iteration 58Q: 17 clusters Score -3.747987e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 11898 members 
Mstep: Class 4 contains 13254 members 
Mstep: Class 5 contains 16147 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 214375 members 
Mstep: Class 9 contains 67035 members 
Mstep: Class 10 contains 383648 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 25899 members 
Mstep: Class 15 contains 23773 members 
Mstep: Class 16 contains 14950 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 4692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37480360.000000 Penalty: 35363.035156
Iteration 59Q: 17 clusters Score -3.748036e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 7391 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 13277 members 
Mstep: Class 5 contains 16660 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 211281 members 
Mstep: Class 9 contains 67026 members 
Mstep: Class 10 contains 386703 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 25689 members 
Mstep: Class 15 contains 23906 members 
Mstep: Class 16 contains 14609 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37481356.000000 Penalty: 35363.035156
Iteration 60F: 17 clusters Score -3.748136e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 11781 members 
Mstep: Class 4 contains 13314 members 
Mstep: Class 5 contains 17543 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 207892 members 
Mstep: Class 9 contains 67072 members 
Mstep: Class 10 contains 389792 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 25302 members 
Mstep: Class 15 contains 24029 members 
Mstep: Class 16 contains 14259 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37482344.000000 Penalty: 35363.035156
Iteration 61Q: 17 clusters Score -3.748234e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 4 contains 13343 members 
Mstep: Class 5 contains 18433 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 3361 members 
Mstep: Class 8 contains 204439 members 
Mstep: Class 9 contains 67067 members 
Mstep: Class 10 contains 392975 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 24859 members 
Mstep: Class 15 contains 24134 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37483116.000000 Penalty: 35363.035156
Iteration 62Q: 17 clusters Score -3.748312e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 13387 members 
Mstep: Class 5 contains 19317 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 200797 members 
Mstep: Class 9 contains 67093 members 
Mstep: Class 10 contains 396313 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 12 contains 24417 members 
Mstep: Class 15 contains 24225 members 
Mstep: Class 16 contains 13660 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37483920.000000 Penalty: 35363.035156
Iteration 63Q: 17 clusters Score -3.748392e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 7218 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 13433 members 
Mstep: Class 5 contains 20207 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 196983 members 
Mstep: Class 9 contains 67132 members 
Mstep: Class 10 contains 399745 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 23998 members 
Mstep: Class 15 contains 24267 members 
Mstep: Class 16 contains 13373 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37485004.000000 Penalty: 35363.035156
Iteration 64Q: 17 clusters Score -3.7485e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 7184 members 
Mstep: Class 3 contains 11450 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 21125 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 193118 members 
Mstep: Class 9 contains 67168 members 
Mstep: Class 10 contains 403184 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 23582 members 
Mstep: Class 15 contains 24329 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37486012.000000 Penalty: 35363.035156
Iteration 65Q: 17 clusters Score -3.748601e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 22052 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 189105 members 
Mstep: Class 9 contains 67210 members 
Mstep: Class 10 contains 406688 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 23207 members 
Mstep: Class 15 contains 24372 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37487344.000000 Penalty: 35363.035156
Iteration 66Q: 17 clusters Score -3.748734e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 11255 members 
Mstep: Class 4 contains 13550 members 
Mstep: Class 5 contains 22932 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 184881 members 
Mstep: Class 9 contains 67255 members 
Mstep: Class 10 contains 410384 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 15 contains 24416 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 4267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37488660.000000 Penalty: 35363.035156
Iteration 67Q: 17 clusters Score -3.748866e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 23786 members 
Mstep: Class 6 contains 1454 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 180422 members 
Mstep: Class 9 contains 67300 members 
Mstep: Class 10 contains 414266 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 22495 members 
Mstep: Class 15 contains 24467 members 
Mstep: Class 16 contains 12228 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37490080.000000 Penalty: 35363.035156
Iteration 68Q: 17 clusters Score -3.749008e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 13614 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 175702 members 
Mstep: Class 9 contains 67343 members 
Mstep: Class 10 contains 418489 members 
Mstep: Class 11 contains 3809 members 
Mstep: Class 12 contains 22118 members 
Mstep: Class 15 contains 24519 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 19 contains 2113 members 
Mstep: Class 20 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37491288.000000 Penalty: 35363.035156
Iteration 69Q: 17 clusters Score -3.749129e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 10864 members 
Mstep: Class 4 contains 13665 members 
Mstep: Class 5 contains 25306 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 170740 members 
Mstep: Class 9 contains 67457 members 
Mstep: Class 10 contains 422824 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 21740 members 
Mstep: Class 15 contains 24564 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37492876.000000 Penalty: 35363.035156
Iteration 70Q: 17 clusters Score -3.749288e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 13706 members 
Mstep: Class 5 contains 25971 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 5014 members 
Mstep: Class 8 contains 165712 members 
Mstep: Class 9 contains 67599 members 
Mstep: Class 10 contains 427428 members 
Mstep: Class 11 contains 3890 members 
Mstep: Class 12 contains 21320 members 
Mstep: Class 15 contains 24601 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 4194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37494228.000000 Penalty: 35363.035156
Iteration 71Q: 17 clusters Score -3.749423e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 6962 members 
Mstep: Class 3 contains 10563 members 
Mstep: Class 4 contains 13726 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 160516 members 
Mstep: Class 9 contains 67766 members 
Mstep: Class 10 contains 432177 members 
Mstep: Class 11 contains 3938 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 15 contains 24675 members 
Mstep: Class 16 contains 11186 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 20 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37495892.000000 Penalty: 35363.035156
Iteration 72Q: 17 clusters Score -3.749589e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 10397 members 
Mstep: Class 4 contains 13746 members 
Mstep: Class 5 contains 26856 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 5728 members 
Mstep: Class 8 contains 155146 members 
Mstep: Class 9 contains 67904 members 
Mstep: Class 10 contains 437092 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 20510 members 
Mstep: Class 15 contains 24776 members 
Mstep: Class 16 contains 10973 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 4118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497720.000000 Penalty: 35363.035156
Iteration 73Q: 17 clusters Score -3.749772e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 6884 members 
Mstep: Class 3 contains 10209 members 
Mstep: Class 4 contains 13749 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 149773 members 
Mstep: Class 9 contains 68051 members 
Mstep: Class 10 contains 442193 members 
Mstep: Class 11 contains 4033 members 
Mstep: Class 12 contains 20182 members 
Mstep: Class 15 contains 24835 members 
Mstep: Class 16 contains 10782 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37499616.000000 Penalty: 35363.035156
Iteration 74Q: 17 clusters Score -3.749962e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 10016 members 
Mstep: Class 4 contains 13719 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 144323 members 
Mstep: Class 9 contains 68187 members 
Mstep: Class 10 contains 447540 members 
Mstep: Class 11 contains 4102 members 
Mstep: Class 12 contains 19885 members 
Mstep: Class 15 contains 24876 members 
Mstep: Class 16 contains 10586 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501632.000000 Penalty: 35363.035156
Iteration 75Q: 17 clusters Score -3.750163e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 13697 members 
Mstep: Class 5 contains 26812 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 6756 members 
Mstep: Class 8 contains 138915 members 
Mstep: Class 9 contains 68333 members 
Mstep: Class 10 contains 453104 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 19616 members 
Mstep: Class 15 contains 24851 members 
Mstep: Class 16 contains 10406 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503540.000000 Penalty: 35363.035156
Iteration 76Q: 17 clusters Score -3.750354e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 13616 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 7112 members 
Mstep: Class 8 contains 133617 members 
Mstep: Class 9 contains 68480 members 
Mstep: Class 10 contains 458729 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 19365 members 
Mstep: Class 15 contains 24803 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505984.000000 Penalty: 35363.035156
Iteration 77Q: 17 clusters Score -3.750598e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 9179 members 
Mstep: Class 4 contains 13522 members 
Mstep: Class 5 contains 25926 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 7437 members 
Mstep: Class 8 contains 128503 members 
Mstep: Class 9 contains 68683 members 
Mstep: Class 10 contains 464370 members 
Mstep: Class 11 contains 4337 members 
Mstep: Class 12 contains 19131 members 
Mstep: Class 15 contains 24727 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37508380.000000 Penalty: 35363.035156
Iteration 78Q: 17 clusters Score -3.750838e+07 nChanged 9241
Entering ConstructFrom: 
Score: -37508380.000000 Penalty: 35363.035156
Entering ConstructFrom: 
Trying to split cluster 1 (17236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Entering Unmasked Estep 
Score: -793079.562500 Penalty: 1585.147705
	Iteration 0F: 2 clusters Score -793079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -781253.125000 Penalty: 3170.295410
	Iteration 0F: 3 clusters Score -781253.1 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -785527.937500 Penalty: 3170.295410
	Iteration 1F: 3 clusters Score -785527.9 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -785937.562500 Penalty: 3170.295410
	Iteration 2F: 3 clusters Score -785937.6 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -786426.562500 Penalty: 3170.295410
	Iteration 3F: 3 clusters Score -786426.6 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -787070.500000 Penalty: 3170.295410
	Iteration 4F: 3 clusters Score -787070.5 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -787810.250000 Penalty: 3170.295410
	Iteration 5F: 3 clusters Score -787810.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -788615.625000 Penalty: 3170.295410
	Iteration 6F: 3 clusters Score -788615.6 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -789400.375000 Penalty: 3170.295410
	Iteration 7F: 3 clusters Score -789400.4 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -790072.000000 Penalty: 3170.295410
	Iteration 8F: 3 clusters Score -790072 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -790498.687500 Penalty: 3170.295410
	Iteration 9Q: 3 clusters Score -790498.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -790726.687500 Penalty: 3170.295410
	Iteration 10Q: 3 clusters Score -790726.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -790863.437500 Penalty: 3170.295410
	Iteration 11Q: 3 clusters Score -790863.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -790960.125000 Penalty: 3170.295410
	Iteration 12Q: 3 clusters Score -790960.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -791046.687500 Penalty: 3170.295410
	Iteration 13Q: 3 clusters Score -791046.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -791100.812500 Penalty: 3170.295410
	Iteration 14Q: 3 clusters Score -791100.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -791141.312500 Penalty: 3170.295410
	Iteration 15Q: 3 clusters Score -791141.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -791176.000000 Penalty: 3170.295410
	Iteration 16Q: 3 clusters Score -791176 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -791211.062500 Penalty: 3170.295410
	Iteration 17Q: 3 clusters Score -791211.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -791248.437500 Penalty: 3170.295410
	Iteration 18Q: 3 clusters Score -791248.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -791283.000000 Penalty: 3170.295410
	Iteration 19Q: 3 clusters Score -791283 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -791307.125000 Penalty: 3170.295410
	Iteration 20F: 3 clusters Score -791307.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -791330.937500 Penalty: 3170.295410
	Iteration 21Q: 3 clusters Score -791330.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -791357.000000 Penalty: 3170.295410
	Iteration 22Q: 3 clusters Score -791357 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -791385.125000 Penalty: 3170.295410
	Iteration 23Q: 3 clusters Score -791385.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -791413.125000 Penalty: 3170.295410
	Iteration 24Q: 3 clusters Score -791413.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -791439.625000 Penalty: 3170.295410
	Iteration 25Q: 3 clusters Score -791439.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -791458.125000 Penalty: 3170.295410
	Iteration 26Q: 3 clusters Score -791458.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -791472.000000 Penalty: 3170.295410
	Iteration 27Q: 3 clusters Score -791472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -791485.125000 Penalty: 3170.295410
	Iteration 28Q: 3 clusters Score -791485.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -791494.875000 Penalty: 3170.295410
	Iteration 29Q: 3 clusters Score -791494.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -791503.750000 Penalty: 3170.295410
	Iteration 30Q: 3 clusters Score -791503.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -791515.687500 Penalty: 3170.295410
	Iteration 31Q: 3 clusters Score -791515.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -791525.562500 Penalty: 3170.295410
	Iteration 32Q: 3 clusters Score -791525.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -791536.375000 Penalty: 3170.295410
	Iteration 33Q: 3 clusters Score -791536.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -791544.187500 Penalty: 3170.295410
	Iteration 34Q: 3 clusters Score -791544.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -791561.250000 Penalty: 3170.295410
	Iteration 35Q: 3 clusters Score -791561.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -791571.312500 Penalty: 3170.295410
	Iteration 36Q: 3 clusters Score -791571.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -791585.937500 Penalty: 3170.295410
	Iteration 37Q: 3 clusters Score -791585.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -791599.375000 Penalty: 3170.295410
	Iteration 38Q: 3 clusters Score -791599.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -791606.750000 Penalty: 3170.295410
	Iteration 39Q: 3 clusters Score -791606.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -791614.687500 Penalty: 3170.295410
	Iteration 40F: 3 clusters Score -791614.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -791623.062500 Penalty: 3170.295410
	Iteration 41Q: 3 clusters Score -791623.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -791630.187500 Penalty: 3170.295410
	Iteration 42Q: 3 clusters Score -791630.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -791645.812500 Penalty: 3170.295410
	Iteration 43Q: 3 clusters Score -791645.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -791652.625000 Penalty: 3170.295410
	Iteration 44Q: 3 clusters Score -791652.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -791664.375000 Penalty: 3170.295410
	Iteration 45Q: 3 clusters Score -791664.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -791671.375000 Penalty: 3170.295410
	Iteration 46Q: 3 clusters Score -791671.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -791680.687500 Penalty: 3170.295410
	Iteration 47Q: 3 clusters Score -791680.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -791690.500000 Penalty: 3170.295410
	Iteration 48Q: 3 clusters Score -791690.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -791704.687500 Penalty: 3170.295410
	Iteration 49Q: 3 clusters Score -791704.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -791718.250000 Penalty: 3170.295410
	Iteration 50Q: 3 clusters Score -791718.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -791731.687500 Penalty: 3170.295410
	Iteration 51Q: 3 clusters Score -791731.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -791742.437500 Penalty: 3170.295410
	Iteration 52Q: 3 clusters Score -791742.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -791760.812500 Penalty: 3170.295410
	Iteration 53Q: 3 clusters Score -791760.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -791774.500000 Penalty: 3170.295410
	Iteration 54Q: 3 clusters Score -791774.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -791788.625000 Penalty: 3170.295410
	Iteration 55Q: 3 clusters Score -791788.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -791803.937500 Penalty: 3170.295410
	Iteration 56Q: 3 clusters Score -791803.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -791821.375000 Penalty: 3170.295410
	Iteration 57Q: 3 clusters Score -791821.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -791837.500000 Penalty: 3170.295410
	Iteration 58Q: 3 clusters Score -791837.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -791855.500000 Penalty: 3170.295410
	Iteration 59Q: 3 clusters Score -791855.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -791872.375000 Penalty: 3170.295410
	Iteration 60F: 3 clusters Score -791872.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -791891.562500 Penalty: 3170.295410
	Iteration 61Q: 3 clusters Score -791891.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -791905.250000 Penalty: 3170.295410
	Iteration 62Q: 3 clusters Score -791905.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -791922.187500 Penalty: 3170.295410
	Iteration 63Q: 3 clusters Score -791922.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -791943.812500 Penalty: 3170.295410
	Iteration 64Q: 3 clusters Score -791943.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -791957.562500 Penalty: 3170.295410
	Iteration 65Q: 3 clusters Score -791957.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -791968.062500 Penalty: 3170.295410
	Iteration 66Q: 3 clusters Score -791968.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -791983.437500 Penalty: 3170.295410
	Iteration 67Q: 3 clusters Score -791983.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -791994.187500 Penalty: 3170.295410
	Iteration 68Q: 3 clusters Score -791994.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -792004.187500 Penalty: 3170.295410
	Iteration 69Q: 3 clusters Score -792004.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -792017.250000 Penalty: 3170.295410
	Iteration 70Q: 3 clusters Score -792017.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -792030.875000 Penalty: 3170.295410
	Iteration 71Q: 3 clusters Score -792030.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -792047.937500 Penalty: 3170.295410
	Iteration 72Q: 3 clusters Score -792047.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -792066.187500 Penalty: 3170.295410
	Iteration 73Q: 3 clusters Score -792066.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -792083.500000 Penalty: 3170.295410
	Iteration 74Q: 3 clusters Score -792083.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -792099.937500 Penalty: 3170.295410
	Iteration 75Q: 3 clusters Score -792099.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -792105.250000 Penalty: 3170.295410
	Iteration 76Q: 3 clusters Score -792105.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -792118.687500 Penalty: 3170.295410
	Iteration 77Q: 3 clusters Score -792118.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -792132.750000 Penalty: 3170.295410
	Iteration 78Q: 3 clusters Score -792132.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -792141.750000 Penalty: 3170.295410
	Iteration 79Q: 3 clusters Score -792141.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -792154.312500 Penalty: 3170.295410
	Iteration 80F: 3 clusters Score -792154.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -792156.437500 Penalty: 3170.295410
	Iteration 81Q: 3 clusters Score -792156.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -792164.625000 Penalty: 3170.295410
	Iteration 82Q: 3 clusters Score -792164.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -792171.437500 Penalty: 3170.295410
	Iteration 83Q: 3 clusters Score -792171.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -792177.125000 Penalty: 3170.295410
	Iteration 84Q: 3 clusters Score -792177.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -792180.625000 Penalty: 3170.295410
	Iteration 85Q: 3 clusters Score -792180.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -792182.437500 Penalty: 3170.295410
	Iteration 86Q: 3 clusters Score -792182.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -792185.125000 Penalty: 3170.295410
	Iteration 87Q: 3 clusters Score -792185.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -792185.875000 Penalty: 3170.295410
	Iteration 88Q: 3 clusters Score -792185.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -792191.437500 Penalty: 3170.295410
	Iteration 89Q: 3 clusters Score -792191.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -792195.500000 Penalty: 3170.295410
	Iteration 90Q: 3 clusters Score -792195.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -792198.437500 Penalty: 3170.295410
	Iteration 91Q: 3 clusters Score -792198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -792198.000000 Penalty: 3170.295410
	Iteration 92Q: 3 clusters Score -792198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -792199.562500 Penalty: 3170.295410
	Iteration 93Q: 3 clusters Score -792199.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -792202.875000 Penalty: 3170.295410
	Iteration 94Q: 3 clusters Score -792202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -792204.500000 Penalty: 3170.295410
	Iteration 95Q: 3 clusters Score -792204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -792205.750000 Penalty: 3170.295410
	Iteration 96Q: 3 clusters Score -792205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -792206.125000 Penalty: 3170.295410
	Iteration 97Q: 3 clusters Score -792206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -792207.125000 Penalty: 3170.295410
	Iteration 98Q: 3 clusters Score -792207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -792207.562500 Penalty: 3170.295410
	Iteration 99Q: 3 clusters Score -792207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -792209.187500 Penalty: 3170.295410
	Iteration 100F: 3 clusters Score -792209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -792209.312500 Penalty: 3170.295410
	Iteration 101Q: 3 clusters Score -792209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -792211.750000 Penalty: 3170.295410
	Iteration 102Q: 3 clusters Score -792211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -792211.937500 Penalty: 3170.295410
	Iteration 103Q: 3 clusters Score -792211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -792211.625000 Penalty: 3170.295410
	Iteration 104Q: 3 clusters Score -792211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -792211.250000 Penalty: 3170.295410
	Iteration 105Q: 3 clusters Score -792211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -792210.687500 Penalty: 3170.295410
	Iteration 106Q: 3 clusters Score -792210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -792210.375000 Penalty: 3170.295410
	Iteration 107Q: 3 clusters Score -792210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -792210.375000 Penalty: 3170.295410
	Iteration 108F: 3 clusters Score -792210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -326145.031250 Penalty: 1430.532104
	Iteration 0F: 2 clusters Score -326145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -321171.312500 Penalty: 2861.064209
	Iteration 0F: 3 clusters Score -321171.3 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -322612.687500 Penalty: 2861.064209
	Iteration 1F: 3 clusters Score -322612.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -322775.218750 Penalty: 2861.064209
	Iteration 2F: 3 clusters Score -322775.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -322874.187500 Penalty: 2861.064209
	Iteration 3Q: 3 clusters Score -322874.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -322934.625000 Penalty: 2861.064209
	Iteration 4Q: 3 clusters Score -322934.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -322978.312500 Penalty: 2861.064209
	Iteration 5Q: 3 clusters Score -322978.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -323010.781250 Penalty: 2861.064209
	Iteration 6Q: 3 clusters Score -323010.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -323036.187500 Penalty: 2861.064209
	Iteration 7Q: 3 clusters Score -323036.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -323060.656250 Penalty: 2861.064209
	Iteration 8Q: 3 clusters Score -323060.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -323084.093750 Penalty: 2861.064209
	Iteration 9Q: 3 clusters Score -323084.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -323101.593750 Penalty: 2861.064209
	Iteration 10Q: 3 clusters Score -323101.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -323123.125000 Penalty: 2861.064209
	Iteration 11Q: 3 clusters Score -323123.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -323141.593750 Penalty: 2861.064209
	Iteration 12Q: 3 clusters Score -323141.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -323160.906250 Penalty: 2861.064209
	Iteration 13Q: 3 clusters Score -323160.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -323179.718750 Penalty: 2861.064209
	Iteration 14Q: 3 clusters Score -323179.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -323201.968750 Penalty: 2861.064209
	Iteration 15Q: 3 clusters Score -323202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -323223.906250 Penalty: 2861.064209
	Iteration 16Q: 3 clusters Score -323223.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -323249.625000 Penalty: 2861.064209
	Iteration 17Q: 3 clusters Score -323249.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -323277.218750 Penalty: 2861.064209
	Iteration 18Q: 3 clusters Score -323277.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -323303.000000 Penalty: 2861.064209
	Iteration 19Q: 3 clusters Score -323303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -323335.281250 Penalty: 2861.064209
	Iteration 20F: 3 clusters Score -323335.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -323377.218750 Penalty: 2861.064209
	Iteration 21Q: 3 clusters Score -323377.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -323429.687500 Penalty: 2861.064209
	Iteration 22Q: 3 clusters Score -323429.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -323495.375000 Penalty: 2861.064209
	Iteration 23Q: 3 clusters Score -323495.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -323572.781250 Penalty: 2861.064209
	Iteration 24Q: 3 clusters Score -323572.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -323668.906250 Penalty: 2861.064209
	Iteration 25Q: 3 clusters Score -323668.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -323798.156250 Penalty: 2861.064209
	Iteration 26Q: 3 clusters Score -323798.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -323961.031250 Penalty: 2861.064209
	Iteration 27Q: 3 clusters Score -323961 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -324140.343750 Penalty: 2861.064209
	Iteration 28Q: 3 clusters Score -324140.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -324314.625000 Penalty: 2861.064209
	Iteration 29Q: 3 clusters Score -324314.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -324485.031250 Penalty: 2861.064209
	Iteration 30Q: 3 clusters Score -324485 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -324603.531250 Penalty: 2861.064209
	Iteration 31Q: 3 clusters Score -324603.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -324698.968750 Penalty: 2861.064209
	Iteration 32Q: 3 clusters Score -324699 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -324749.125000 Penalty: 2861.064209
	Iteration 33Q: 3 clusters Score -324749.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -324784.718750 Penalty: 2861.064209
	Iteration 34Q: 3 clusters Score -324784.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -324812.031250 Penalty: 2861.064209
	Iteration 35Q: 3 clusters Score -324812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -324834.218750 Penalty: 2861.064209
	Iteration 36Q: 3 clusters Score -324834.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -324852.812500 Penalty: 2861.064209
	Iteration 37Q: 3 clusters Score -324852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -324868.718750 Penalty: 2861.064209
	Iteration 38Q: 3 clusters Score -324868.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -324884.000000 Penalty: 2861.064209
	Iteration 39Q: 3 clusters Score -324884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -324897.531250 Penalty: 2861.064209
	Iteration 40F: 3 clusters Score -324897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -324904.093750 Penalty: 2861.064209
	Iteration 41Q: 3 clusters Score -324904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -324909.718750 Penalty: 2861.064209
	Iteration 42Q: 3 clusters Score -324909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -324914.468750 Penalty: 2861.064209
	Iteration 43Q: 3 clusters Score -324914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -324918.468750 Penalty: 2861.064209
	Iteration 44Q: 3 clusters Score -324918.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -324929.875000 Penalty: 2861.064209
	Iteration 45Q: 3 clusters Score -324929.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -324940.687500 Penalty: 2861.064209
	Iteration 46Q: 3 clusters Score -324940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -324948.500000 Penalty: 2861.064209
	Iteration 47Q: 3 clusters Score -324948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -324955.812500 Penalty: 2861.064209
	Iteration 48Q: 3 clusters Score -324955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -324958.968750 Penalty: 2861.064209
	Iteration 49Q: 3 clusters Score -324959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -324961.718750 Penalty: 2861.064209
	Iteration 50Q: 3 clusters Score -324961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -324964.687500 Penalty: 2861.064209
	Iteration 51Q: 3 clusters Score -324964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -324966.156250 Penalty: 2861.064209
	Iteration 52Q: 3 clusters Score -324966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -324968.781250 Penalty: 2861.064209
	Iteration 53Q: 3 clusters Score -324968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -324968.781250 Penalty: 2861.064209
	Iteration 54F: 3 clusters Score -324968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -456070.187500 Penalty: 1477.469482
	Iteration 0F: 2 clusters Score -456070.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -449601.750000 Penalty: 2954.938965
	Iteration 0F: 3 clusters Score -449601.8 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -451569.656250 Penalty: 2954.938965
	Iteration 1F: 3 clusters Score -451569.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -451770.750000 Penalty: 2954.938965
	Iteration 2F: 3 clusters Score -451770.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -451924.062500 Penalty: 2954.938965
	Iteration 3Q: 3 clusters Score -451924.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -452048.843750 Penalty: 2954.938965
	Iteration 4Q: 3 clusters Score -452048.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -452142.687500 Penalty: 2954.938965
	Iteration 5Q: 3 clusters Score -452142.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -452222.406250 Penalty: 2954.938965
	Iteration 6Q: 3 clusters Score -452222.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -452311.718750 Penalty: 2954.938965
	Iteration 7Q: 3 clusters Score -452311.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -452423.781250 Penalty: 2954.938965
	Iteration 8Q: 3 clusters Score -452423.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -452565.531250 Penalty: 2954.938965
	Iteration 9Q: 3 clusters Score -452565.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -452721.531250 Penalty: 2954.938965
	Iteration 10Q: 3 clusters Score -452721.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -452913.718750 Penalty: 2954.938965
	Iteration 11Q: 3 clusters Score -452913.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -453146.562500 Penalty: 2954.938965
	Iteration 12Q: 3 clusters Score -453146.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -453400.875000 Penalty: 2954.938965
	Iteration 13Q: 3 clusters Score -453400.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -453658.125000 Penalty: 2954.938965
	Iteration 14Q: 3 clusters Score -453658.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -453882.781250 Penalty: 2954.938965
	Iteration 15Q: 3 clusters Score -453882.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -454113.343750 Penalty: 2954.938965
	Iteration 16Q: 3 clusters Score -454113.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -454320.000000 Penalty: 2954.938965
	Iteration 17Q: 3 clusters Score -454320 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -454482.656250 Penalty: 2954.938965
	Iteration 18Q: 3 clusters Score -454482.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -454586.937500 Penalty: 2954.938965
	Iteration 19Q: 3 clusters Score -454586.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -454661.062500 Penalty: 2954.938965
	Iteration 20F: 3 clusters Score -454661.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -454707.843750 Penalty: 2954.938965
	Iteration 21Q: 3 clusters Score -454707.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -454738.000000 Penalty: 2954.938965
	Iteration 22Q: 3 clusters Score -454738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -454762.218750 Penalty: 2954.938965
	Iteration 23Q: 3 clusters Score -454762.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -454782.500000 Penalty: 2954.938965
	Iteration 24Q: 3 clusters Score -454782.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -454793.593750 Penalty: 2954.938965
	Iteration 25Q: 3 clusters Score -454793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -454801.156250 Penalty: 2954.938965
	Iteration 26Q: 3 clusters Score -454801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -454806.968750 Penalty: 2954.938965
	Iteration 27Q: 3 clusters Score -454807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -454807.937500 Penalty: 2954.938965
	Iteration 28Q: 3 clusters Score -454807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -454807.937500 Penalty: 2954.938965
	Iteration 29F: 3 clusters Score -454807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -649907.312500 Penalty: 1544.445190
	Iteration 0F: 2 clusters Score -649907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -640526.937500 Penalty: 3088.890381
	Iteration 0F: 3 clusters Score -640526.9 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -643603.750000 Penalty: 3088.890381
	Iteration 1F: 3 clusters Score -643603.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -643809.937500 Penalty: 3088.890381
	Iteration 2F: 3 clusters Score -643809.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -643986.562500 Penalty: 3088.890381
	Iteration 3Q: 3 clusters Score -643986.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -644189.937500 Penalty: 3088.890381
	Iteration 4Q: 3 clusters Score -644189.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -644387.625000 Penalty: 3088.890381
	Iteration 5Q: 3 clusters Score -644387.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -644587.375000 Penalty: 3088.890381
	Iteration 6Q: 3 clusters Score -644587.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -644821.062500 Penalty: 3088.890381
	Iteration 7Q: 3 clusters Score -644821.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -645147.375000 Penalty: 3088.890381
	Iteration 8Q: 3 clusters Score -645147.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -645565.687500 Penalty: 3088.890381
	Iteration 9Q: 3 clusters Score -645565.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -646048.375000 Penalty: 3088.890381
	Iteration 10Q: 3 clusters Score -646048.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -646498.812500 Penalty: 3088.890381
	Iteration 11Q: 3 clusters Score -646498.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -646920.437500 Penalty: 3088.890381
	Iteration 12Q: 3 clusters Score -646920.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -647250.125000 Penalty: 3088.890381
	Iteration 13Q: 3 clusters Score -647250.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -647464.375000 Penalty: 3088.890381
	Iteration 14Q: 3 clusters Score -647464.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -647571.625000 Penalty: 3088.890381
	Iteration 15Q: 3 clusters Score -647571.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -647623.875000 Penalty: 3088.890381
	Iteration 16Q: 3 clusters Score -647623.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -647653.562500 Penalty: 3088.890381
	Iteration 17Q: 3 clusters Score -647653.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -647673.750000 Penalty: 3088.890381
	Iteration 18Q: 3 clusters Score -647673.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -647685.375000 Penalty: 3088.890381
	Iteration 19Q: 3 clusters Score -647685.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -647705.375000 Penalty: 3088.890381
	Iteration 20F: 3 clusters Score -647705.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -647720.312500 Penalty: 3088.890381
	Iteration 21Q: 3 clusters Score -647720.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -647732.312500 Penalty: 3088.890381
	Iteration 22Q: 3 clusters Score -647732.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -647747.187500 Penalty: 3088.890381
	Iteration 23Q: 3 clusters Score -647747.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -647757.062500 Penalty: 3088.890381
	Iteration 24Q: 3 clusters Score -647757.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -647763.875000 Penalty: 3088.890381
	Iteration 25Q: 3 clusters Score -647763.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -647772.250000 Penalty: 3088.890381
	Iteration 26Q: 3 clusters Score -647772.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -647781.937500 Penalty: 3088.890381
	Iteration 27Q: 3 clusters Score -647781.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -647791.937500 Penalty: 3088.890381
	Iteration 28Q: 3 clusters Score -647791.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -647796.375000 Penalty: 3088.890381
	Iteration 29Q: 3 clusters Score -647796.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -647802.000000 Penalty: 3088.890381
	Iteration 30Q: 3 clusters Score -647802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -647807.125000 Penalty: 3088.890381
	Iteration 31Q: 3 clusters Score -647807.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -647811.437500 Penalty: 3088.890381
	Iteration 32Q: 3 clusters Score -647811.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -647816.875000 Penalty: 3088.890381
	Iteration 33Q: 3 clusters Score -647816.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -647820.437500 Penalty: 3088.890381
	Iteration 34Q: 3 clusters Score -647820.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -647825.562500 Penalty: 3088.890381
	Iteration 35Q: 3 clusters Score -647825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -647827.062500 Penalty: 3088.890381
	Iteration 36Q: 3 clusters Score -647827.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -647832.750000 Penalty: 3088.890381
	Iteration 37Q: 3 clusters Score -647832.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -647836.937500 Penalty: 3088.890381
	Iteration 38Q: 3 clusters Score -647836.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -647841.875000 Penalty: 3088.890381
	Iteration 39Q: 3 clusters Score -647841.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -647853.062500 Penalty: 3088.890381
	Iteration 40F: 3 clusters Score -647853.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -647858.312500 Penalty: 3088.890381
	Iteration 41Q: 3 clusters Score -647858.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -647863.500000 Penalty: 3088.890381
	Iteration 42Q: 3 clusters Score -647863.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -647872.750000 Penalty: 3088.890381
	Iteration 43Q: 3 clusters Score -647872.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -647879.625000 Penalty: 3088.890381
	Iteration 44Q: 3 clusters Score -647879.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -647885.625000 Penalty: 3088.890381
	Iteration 45Q: 3 clusters Score -647885.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -647891.312500 Penalty: 3088.890381
	Iteration 46Q: 3 clusters Score -647891.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -647894.875000 Penalty: 3088.890381
	Iteration 47Q: 3 clusters Score -647894.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -647900.125000 Penalty: 3088.890381
	Iteration 48Q: 3 clusters Score -647900.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -647904.562500 Penalty: 3088.890381
	Iteration 49Q: 3 clusters Score -647904.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -647910.625000 Penalty: 3088.890381
	Iteration 50Q: 3 clusters Score -647910.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -647915.687500 Penalty: 3088.890381
	Iteration 51Q: 3 clusters Score -647915.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -647924.562500 Penalty: 3088.890381
	Iteration 52Q: 3 clusters Score -647924.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -647932.562500 Penalty: 3088.890381
	Iteration 53Q: 3 clusters Score -647932.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -647936.000000 Penalty: 3088.890381
	Iteration 54Q: 3 clusters Score -647936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -647943.187500 Penalty: 3088.890381
	Iteration 55Q: 3 clusters Score -647943.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -647950.500000 Penalty: 3088.890381
	Iteration 56Q: 3 clusters Score -647950.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -647956.437500 Penalty: 3088.890381
	Iteration 57Q: 3 clusters Score -647956.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -647962.937500 Penalty: 3088.890381
	Iteration 58Q: 3 clusters Score -647962.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -647967.812500 Penalty: 3088.890381
	Iteration 59Q: 3 clusters Score -647967.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -647971.062500 Penalty: 3088.890381
	Iteration 60F: 3 clusters Score -647971.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -647977.937500 Penalty: 3088.890381
	Iteration 61Q: 3 clusters Score -647977.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -647987.250000 Penalty: 3088.890381
	Iteration 62Q: 3 clusters Score -647987.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -647994.437500 Penalty: 3088.890381
	Iteration 63Q: 3 clusters Score -647994.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -648004.500000 Penalty: 3088.890381
	Iteration 64Q: 3 clusters Score -648004.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -648010.312500 Penalty: 3088.890381
	Iteration 65Q: 3 clusters Score -648010.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -648016.125000 Penalty: 3088.890381
	Iteration 66Q: 3 clusters Score -648016.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -648023.812500 Penalty: 3088.890381
	Iteration 67Q: 3 clusters Score -648023.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -648030.562500 Penalty: 3088.890381
	Iteration 68Q: 3 clusters Score -648030.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -648039.562500 Penalty: 3088.890381
	Iteration 69Q: 3 clusters Score -648039.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -648046.687500 Penalty: 3088.890381
	Iteration 70Q: 3 clusters Score -648046.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -648055.812500 Penalty: 3088.890381
	Iteration 71Q: 3 clusters Score -648055.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -648062.250000 Penalty: 3088.890381
	Iteration 72Q: 3 clusters Score -648062.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -648074.000000 Penalty: 3088.890381
	Iteration 73Q: 3 clusters Score -648074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -648084.625000 Penalty: 3088.890381
	Iteration 74Q: 3 clusters Score -648084.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -648096.562500 Penalty: 3088.890381
	Iteration 75Q: 3 clusters Score -648096.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -648108.125000 Penalty: 3088.890381
	Iteration 76Q: 3 clusters Score -648108.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -648117.812500 Penalty: 3088.890381
	Iteration 77Q: 3 clusters Score -648117.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -648128.562500 Penalty: 3088.890381
	Iteration 78Q: 3 clusters Score -648128.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -648134.125000 Penalty: 3088.890381
	Iteration 79Q: 3 clusters Score -648134.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -648146.062500 Penalty: 3088.890381
	Iteration 80F: 3 clusters Score -648146.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -648154.062500 Penalty: 3088.890381
	Iteration 81Q: 3 clusters Score -648154.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -648159.187500 Penalty: 3088.890381
	Iteration 82Q: 3 clusters Score -648159.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -648168.687500 Penalty: 3088.890381
	Iteration 83Q: 3 clusters Score -648168.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -648172.000000 Penalty: 3088.890381
	Iteration 84Q: 3 clusters Score -648172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -648180.750000 Penalty: 3088.890381
	Iteration 85Q: 3 clusters Score -648180.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -648188.125000 Penalty: 3088.890381
	Iteration 86Q: 3 clusters Score -648188.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -648197.187500 Penalty: 3088.890381
	Iteration 87Q: 3 clusters Score -648197.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -648206.812500 Penalty: 3088.890381
	Iteration 88Q: 3 clusters Score -648206.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -648215.125000 Penalty: 3088.890381
	Iteration 89Q: 3 clusters Score -648215.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -648218.375000 Penalty: 3088.890381
	Iteration 90Q: 3 clusters Score -648218.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -648225.500000 Penalty: 3088.890381
	Iteration 91Q: 3 clusters Score -648225.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -648237.062500 Penalty: 3088.890381
	Iteration 92Q: 3 clusters Score -648237.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -648244.312500 Penalty: 3088.890381
	Iteration 93Q: 3 clusters Score -648244.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -648251.187500 Penalty: 3088.890381
	Iteration 94Q: 3 clusters Score -648251.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -648253.625000 Penalty: 3088.890381
	Iteration 95Q: 3 clusters Score -648253.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -648255.687500 Penalty: 3088.890381
	Iteration 96Q: 3 clusters Score -648255.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -648257.937500 Penalty: 3088.890381
	Iteration 97Q: 3 clusters Score -648257.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -648262.187500 Penalty: 3088.890381
	Iteration 98Q: 3 clusters Score -648262.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -648268.875000 Penalty: 3088.890381
	Iteration 99Q: 3 clusters Score -648268.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -648272.937500 Penalty: 3088.890381
	Iteration 100F: 3 clusters Score -648272.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -648278.937500 Penalty: 3088.890381
	Iteration 101Q: 3 clusters Score -648278.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -648283.250000 Penalty: 3088.890381
	Iteration 102Q: 3 clusters Score -648283.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -648290.937500 Penalty: 3088.890381
	Iteration 103Q: 3 clusters Score -648290.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -648294.875000 Penalty: 3088.890381
	Iteration 104Q: 3 clusters Score -648294.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -648296.937500 Penalty: 3088.890381
	Iteration 105Q: 3 clusters Score -648296.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -648295.625000 Penalty: 3088.890381
	Iteration 106Q: 3 clusters Score -648295.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -648301.125000 Penalty: 3088.890381
	Iteration 107Q: 3 clusters Score -648301.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -648305.062500 Penalty: 3088.890381
	Iteration 108Q: 3 clusters Score -648305.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -648308.000000 Penalty: 3088.890381
	Iteration 109Q: 3 clusters Score -648308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -648312.687500 Penalty: 3088.890381
	Iteration 110Q: 3 clusters Score -648312.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -648315.687500 Penalty: 3088.890381
	Iteration 111Q: 3 clusters Score -648315.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -648319.812500 Penalty: 3088.890381
	Iteration 112Q: 3 clusters Score -648319.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -648320.687500 Penalty: 3088.890381
	Iteration 113Q: 3 clusters Score -648320.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -648326.375000 Penalty: 3088.890381
	Iteration 114Q: 3 clusters Score -648326.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -648331.250000 Penalty: 3088.890381
	Iteration 115Q: 3 clusters Score -648331.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -648335.625000 Penalty: 3088.890381
	Iteration 116Q: 3 clusters Score -648335.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -648336.562500 Penalty: 3088.890381
	Iteration 117Q: 3 clusters Score -648336.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -648343.937500 Penalty: 3088.890381
	Iteration 118Q: 3 clusters Score -648343.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -648349.000000 Penalty: 3088.890381
	Iteration 119Q: 3 clusters Score -648349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -648356.062500 Penalty: 3088.890381
	Iteration 120F: 3 clusters Score -648356.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -648362.312500 Penalty: 3088.890381
	Iteration 121Q: 3 clusters Score -648362.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -648365.562500 Penalty: 3088.890381
	Iteration 122Q: 3 clusters Score -648365.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -648368.000000 Penalty: 3088.890381
	Iteration 123Q: 3 clusters Score -648368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -648372.000000 Penalty: 3088.890381
	Iteration 124Q: 3 clusters Score -648372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -648375.625000 Penalty: 3088.890381
	Iteration 125Q: 3 clusters Score -648375.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -648378.312500 Penalty: 3088.890381
	Iteration 126Q: 3 clusters Score -648378.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -648383.812500 Penalty: 3088.890381
	Iteration 127Q: 3 clusters Score -648383.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -648388.750000 Penalty: 3088.890381
	Iteration 128Q: 3 clusters Score -648388.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -648394.812500 Penalty: 3088.890381
	Iteration 129Q: 3 clusters Score -648394.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -648398.312500 Penalty: 3088.890381
	Iteration 130Q: 3 clusters Score -648398.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -648400.750000 Penalty: 3088.890381
	Iteration 131Q: 3 clusters Score -648400.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -648401.875000 Penalty: 3088.890381
	Iteration 132Q: 3 clusters Score -648401.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -648406.750000 Penalty: 3088.890381
	Iteration 133Q: 3 clusters Score -648406.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -648406.062500 Penalty: 3088.890381
	Iteration 134Q: 3 clusters Score -648406.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -648414.250000 Penalty: 3088.890381
	Iteration 135Q: 3 clusters Score -648414.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -648420.062500 Penalty: 3088.890381
	Iteration 136Q: 3 clusters Score -648420.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -648428.687500 Penalty: 3088.890381
	Iteration 137Q: 3 clusters Score -648428.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -648435.687500 Penalty: 3088.890381
	Iteration 138Q: 3 clusters Score -648435.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -648445.812500 Penalty: 3088.890381
	Iteration 139Q: 3 clusters Score -648445.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -648454.000000 Penalty: 3088.890381
	Iteration 140F: 3 clusters Score -648454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -648461.500000 Penalty: 3088.890381
	Iteration 141Q: 3 clusters Score -648461.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -648471.437500 Penalty: 3088.890381
	Iteration 142Q: 3 clusters Score -648471.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -648481.687500 Penalty: 3088.890381
	Iteration 143Q: 3 clusters Score -648481.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -648491.562500 Penalty: 3088.890381
	Iteration 144Q: 3 clusters Score -648491.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -648501.937500 Penalty: 3088.890381
	Iteration 145Q: 3 clusters Score -648501.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -648515.500000 Penalty: 3088.890381
	Iteration 146Q: 3 clusters Score -648515.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -648525.312500 Penalty: 3088.890381
	Iteration 147Q: 3 clusters Score -648525.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -648534.812500 Penalty: 3088.890381
	Iteration 148Q: 3 clusters Score -648534.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -648548.562500 Penalty: 3088.890381
	Iteration 149Q: 3 clusters Score -648548.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -648554.000000 Penalty: 3088.890381
	Iteration 150Q: 3 clusters Score -648554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -648563.875000 Penalty: 3088.890381
	Iteration 151Q: 3 clusters Score -648563.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -648567.375000 Penalty: 3088.890381
	Iteration 152Q: 3 clusters Score -648567.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -648575.625000 Penalty: 3088.890381
	Iteration 153Q: 3 clusters Score -648575.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -648583.562500 Penalty: 3088.890381
	Iteration 154Q: 3 clusters Score -648583.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -648592.750000 Penalty: 3088.890381
	Iteration 155Q: 3 clusters Score -648592.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -648600.937500 Penalty: 3088.890381
	Iteration 156Q: 3 clusters Score -648600.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -648606.625000 Penalty: 3088.890381
	Iteration 157Q: 3 clusters Score -648606.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -648616.625000 Penalty: 3088.890381
	Iteration 158Q: 3 clusters Score -648616.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -648624.812500 Penalty: 3088.890381
	Iteration 159Q: 3 clusters Score -648624.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -648627.000000 Penalty: 3088.890381
	Iteration 160F: 3 clusters Score -648627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -648634.187500 Penalty: 3088.890381
	Iteration 161Q: 3 clusters Score -648634.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -648642.125000 Penalty: 3088.890381
	Iteration 162Q: 3 clusters Score -648642.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -648643.062500 Penalty: 3088.890381
	Iteration 163Q: 3 clusters Score -648643.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -648648.625000 Penalty: 3088.890381
	Iteration 164Q: 3 clusters Score -648648.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -648652.062500 Penalty: 3088.890381
	Iteration 165Q: 3 clusters Score -648652.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -648653.312500 Penalty: 3088.890381
	Iteration 166Q: 3 clusters Score -648653.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -648658.375000 Penalty: 3088.890381
	Iteration 167Q: 3 clusters Score -648658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -648662.312500 Penalty: 3088.890381
	Iteration 168Q: 3 clusters Score -648662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -648666.250000 Penalty: 3088.890381
	Iteration 169Q: 3 clusters Score -648666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -648669.500000 Penalty: 3088.890381
	Iteration 170Q: 3 clusters Score -648669.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -648672.812500 Penalty: 3088.890381
	Iteration 171Q: 3 clusters Score -648672.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -648675.437500 Penalty: 3088.890381
	Iteration 172Q: 3 clusters Score -648675.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -648678.500000 Penalty: 3088.890381
	Iteration 173Q: 3 clusters Score -648678.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -648683.500000 Penalty: 3088.890381
	Iteration 174Q: 3 clusters Score -648683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -648690.062500 Penalty: 3088.890381
	Iteration 175Q: 3 clusters Score -648690.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -648696.375000 Penalty: 3088.890381
	Iteration 176Q: 3 clusters Score -648696.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -648704.312500 Penalty: 3088.890381
	Iteration 177Q: 3 clusters Score -648704.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -648710.062500 Penalty: 3088.890381
	Iteration 178Q: 3 clusters Score -648710.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -648712.937500 Penalty: 3088.890381
	Iteration 179Q: 3 clusters Score -648712.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -648715.312500 Penalty: 3088.890381
	Iteration 180F: 3 clusters Score -648715.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -648718.812500 Penalty: 3088.890381
	Iteration 181Q: 3 clusters Score -648718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -648721.500000 Penalty: 3088.890381
	Iteration 182Q: 3 clusters Score -648721.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -648722.312500 Penalty: 3088.890381
	Iteration 183Q: 3 clusters Score -648722.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -648724.437500 Penalty: 3088.890381
	Iteration 184Q: 3 clusters Score -648724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -648727.437500 Penalty: 3088.890381
	Iteration 185Q: 3 clusters Score -648727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -648727.125000 Penalty: 3088.890381
	Iteration 186Q: 3 clusters Score -648727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -648727.937500 Penalty: 3088.890381
	Iteration 187Q: 3 clusters Score -648727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -648730.000000 Penalty: 3088.890381
	Iteration 188Q: 3 clusters Score -648730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -648729.250000 Penalty: 3088.890381
	Iteration 189Q: 3 clusters Score -648729.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -648732.187500 Penalty: 3088.890381
	Iteration 190Q: 3 clusters Score -648732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -648733.937500 Penalty: 3088.890381
	Iteration 191Q: 3 clusters Score -648733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -648736.687500 Penalty: 3088.890381
	Iteration 192Q: 3 clusters Score -648736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -648735.062500 Penalty: 3088.890381
	Iteration 193Q: 3 clusters Score -648735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -648735.062500 Penalty: 3088.890381
	Iteration 194Q: 3 clusters Score -648735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -648735.875000 Penalty: 3088.890381
	Iteration 195Q: 3 clusters Score -648735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -648734.625000 Penalty: 3088.890381
	Iteration 196Q: 3 clusters Score -648734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -648735.875000 Penalty: 3088.890381
	Iteration 197Q: 3 clusters Score -648735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -648734.812500 Penalty: 3088.890381
	Iteration 198Q: 3 clusters Score -648734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -648736.687500 Penalty: 3088.890381
	Iteration 199Q: 3 clusters Score -648736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -648736.000000 Penalty: 3088.890381
	Iteration 200F: 3 clusters Score -648736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -648736.062500 Penalty: 3088.890381
	Iteration 201Q: 3 clusters Score -648736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -648737.937500 Penalty: 3088.890381
	Iteration 202Q: 3 clusters Score -648737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -648737.937500 Penalty: 3088.890381
	Iteration 203F: 3 clusters Score -648737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Entering Unmasked Estep 
Score: -1268031.750000 Penalty: 1647.599365
	Iteration 0F: 2 clusters Score -1268032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1250720.375000 Penalty: 3295.198730
	Iteration 0F: 3 clusters Score -1250720 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1257170.750000 Penalty: 3295.198730
	Iteration 1F: 3 clusters Score -1257171 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1257529.625000 Penalty: 3295.198730
	Iteration 2Q: 3 clusters Score -1257530 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1257855.875000 Penalty: 3295.198730
	Iteration 3Q: 3 clusters Score -1257856 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1258202.500000 Penalty: 3295.198730
	Iteration 4Q: 3 clusters Score -1258202 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1258664.375000 Penalty: 3295.198730
	Iteration 5Q: 3 clusters Score -1258664 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1259299.125000 Penalty: 3295.198730
	Iteration 6Q: 3 clusters Score -1259299 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1260155.000000 Penalty: 3295.198730
	Iteration 7F: 3 clusters Score -1260155 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1261238.250000 Penalty: 3295.198730
	Iteration 8F: 3 clusters Score -1261238 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1262478.625000 Penalty: 3295.198730
	Iteration 9F: 3 clusters Score -1262479 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1263496.000000 Penalty: 3295.198730
	Iteration 10F: 3 clusters Score -1263496 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1264110.500000 Penalty: 3295.198730
	Iteration 11Q: 3 clusters Score -1264110 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1264465.375000 Penalty: 3295.198730
	Iteration 12Q: 3 clusters Score -1264465 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1264718.750000 Penalty: 3295.198730
	Iteration 13Q: 3 clusters Score -1264719 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1264919.875000 Penalty: 3295.198730
	Iteration 14Q: 3 clusters Score -1264920 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1265123.625000 Penalty: 3295.198730
	Iteration 15Q: 3 clusters Score -1265124 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1265330.250000 Penalty: 3295.198730
	Iteration 16Q: 3 clusters Score -1265330 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1265515.250000 Penalty: 3295.198730
	Iteration 17Q: 3 clusters Score -1265515 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1265689.500000 Penalty: 3295.198730
	Iteration 18Q: 3 clusters Score -1265690 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1265829.250000 Penalty: 3295.198730
	Iteration 19Q: 3 clusters Score -1265829 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1265911.750000 Penalty: 3295.198730
	Iteration 20F: 3 clusters Score -1265912 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1265970.250000 Penalty: 3295.198730
	Iteration 21Q: 3 clusters Score -1265970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -1266007.750000 Penalty: 3295.198730
	Iteration 22Q: 3 clusters Score -1266008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -1266036.625000 Penalty: 3295.198730
	Iteration 23Q: 3 clusters Score -1266037 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -1266062.125000 Penalty: 3295.198730
	Iteration 24Q: 3 clusters Score -1266062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1266082.125000 Penalty: 3295.198730
	Iteration 25Q: 3 clusters Score -1266082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1266101.750000 Penalty: 3295.198730
	Iteration 26Q: 3 clusters Score -1266102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -1266123.000000 Penalty: 3295.198730
	Iteration 27Q: 3 clusters Score -1266123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1266136.250000 Penalty: 3295.198730
	Iteration 28Q: 3 clusters Score -1266136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -1266149.000000 Penalty: 3295.198730
	Iteration 29Q: 3 clusters Score -1266149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1266164.875000 Penalty: 3295.198730
	Iteration 30Q: 3 clusters Score -1266165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1266180.375000 Penalty: 3295.198730
	Iteration 31Q: 3 clusters Score -1266180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -1266184.375000 Penalty: 3295.198730
	Iteration 32Q: 3 clusters Score -1266184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1266197.000000 Penalty: 3295.198730
	Iteration 33Q: 3 clusters Score -1266197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1266207.375000 Penalty: 3295.198730
	Iteration 34Q: 3 clusters Score -1266207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -1266221.250000 Penalty: 3295.198730
	Iteration 35Q: 3 clusters Score -1266221 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -1266238.125000 Penalty: 3295.198730
	Iteration 36Q: 3 clusters Score -1266238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -1266247.500000 Penalty: 3295.198730
	Iteration 37Q: 3 clusters Score -1266248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1266256.625000 Penalty: 3295.198730
	Iteration 38Q: 3 clusters Score -1266257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -1266265.375000 Penalty: 3295.198730
	Iteration 39Q: 3 clusters Score -1266265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -1266284.250000 Penalty: 3295.198730
	Iteration 40F: 3 clusters Score -1266284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -1266294.500000 Penalty: 3295.198730
	Iteration 41Q: 3 clusters Score -1266294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1266305.625000 Penalty: 3295.198730
	Iteration 42Q: 3 clusters Score -1266306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -1266316.625000 Penalty: 3295.198730
	Iteration 43Q: 3 clusters Score -1266317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -1266325.750000 Penalty: 3295.198730
	Iteration 44Q: 3 clusters Score -1266326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -1266335.250000 Penalty: 3295.198730
	Iteration 45Q: 3 clusters Score -1266335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -1266350.500000 Penalty: 3295.198730
	Iteration 46Q: 3 clusters Score -1266350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -1266368.625000 Penalty: 3295.198730
	Iteration 47Q: 3 clusters Score -1266369 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1266383.125000 Penalty: 3295.198730
	Iteration 48Q: 3 clusters Score -1266383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -1266400.875000 Penalty: 3295.198730
	Iteration 49Q: 3 clusters Score -1266401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -1266413.000000 Penalty: 3295.198730
	Iteration 50Q: 3 clusters Score -1266413 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -1266429.250000 Penalty: 3295.198730
	Iteration 51Q: 3 clusters Score -1266429 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -1266444.250000 Penalty: 3295.198730
	Iteration 52Q: 3 clusters Score -1266444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -1266465.625000 Penalty: 3295.198730
	Iteration 53Q: 3 clusters Score -1266466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -1266474.250000 Penalty: 3295.198730
	Iteration 54Q: 3 clusters Score -1266474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -1266490.250000 Penalty: 3295.198730
	Iteration 55Q: 3 clusters Score -1266490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -1266501.375000 Penalty: 3295.198730
	Iteration 56Q: 3 clusters Score -1266501 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -1266513.375000 Penalty: 3295.198730
	Iteration 57Q: 3 clusters Score -1266513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -1266514.625000 Penalty: 3295.198730
	Iteration 58Q: 3 clusters Score -1266515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1266528.875000 Penalty: 3295.198730
	Iteration 59Q: 3 clusters Score -1266529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -1266533.375000 Penalty: 3295.198730
	Iteration 60F: 3 clusters Score -1266533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -1266539.125000 Penalty: 3295.198730
	Iteration 61Q: 3 clusters Score -1266539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -1266549.625000 Penalty: 3295.198730
	Iteration 62Q: 3 clusters Score -1266550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -1266555.875000 Penalty: 3295.198730
	Iteration 63Q: 3 clusters Score -1266556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1266559.500000 Penalty: 3295.198730
	Iteration 64Q: 3 clusters Score -1266560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -1266559.250000 Penalty: 3295.198730
	Iteration 65Q: 3 clusters Score -1266559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -1266560.375000 Penalty: 3295.198730
	Iteration 66Q: 3 clusters Score -1266560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -1266560.125000 Penalty: 3295.198730
	Iteration 67Q: 3 clusters Score -1266560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1266564.375000 Penalty: 3295.198730
	Iteration 68Q: 3 clusters Score -1266564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -1266565.750000 Penalty: 3295.198730
	Iteration 69Q: 3 clusters Score -1266566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -1266567.875000 Penalty: 3295.198730
	Iteration 70Q: 3 clusters Score -1266568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -1266571.125000 Penalty: 3295.198730
	Iteration 71Q: 3 clusters Score -1266571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -1266577.500000 Penalty: 3295.198730
	Iteration 72Q: 3 clusters Score -1266578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -1266578.250000 Penalty: 3295.198730
	Iteration 73Q: 3 clusters Score -1266578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -1266584.000000 Penalty: 3295.198730
	Iteration 74Q: 3 clusters Score -1266584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1266584.250000 Penalty: 3295.198730
	Iteration 75Q: 3 clusters Score -1266584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -1266589.000000 Penalty: 3295.198730
	Iteration 76Q: 3 clusters Score -1266589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -1266588.875000 Penalty: 3295.198730
	Iteration 77Q: 3 clusters Score -1266589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -1266591.750000 Penalty: 3295.198730
	Iteration 78Q: 3 clusters Score -1266592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -1266591.750000 Penalty: 3295.198730
	Iteration 79Q: 3 clusters Score -1266592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -1266594.375000 Penalty: 3295.198730
	Iteration 80F: 3 clusters Score -1266594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -1266593.125000 Penalty: 3295.198730
	Iteration 81Q: 3 clusters Score -1266593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -1266594.875000 Penalty: 3295.198730
	Iteration 82Q: 3 clusters Score -1266595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -1266593.000000 Penalty: 3295.198730
	Iteration 83Q: 3 clusters Score -1266593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -1266593.000000 Penalty: 3295.198730
	Iteration 84F: 3 clusters Score -1266593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -70975.125000 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -70975.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -69119.226562 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -69119.23 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -69493.773438 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -69493.77 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -69576.687500 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -69576.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -69614.632812 Penalty: 2405.400146
	Iteration 3Q: 3 clusters Score -69614.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -69638.390625 Penalty: 2405.400146
	Iteration 4Q: 3 clusters Score -69638.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -69650.851562 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -69650.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -69658.359375 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -69658.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -69663.164062 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -69663.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -69666.523438 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -69666.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -69668.632812 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -69668.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -69670.734375 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -69670.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -69672.476562 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -69672.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69673.968750 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -69673.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -69677.804688 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -69677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -69685.195312 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -69685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -69690.375000 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -69690.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -69694.531250 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -69694.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -69696.414062 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -69696.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -69697.929688 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -69697.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -69699.421875 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -69699.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -69700.218750 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -69700.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Entering Unmasked Estep 
Score: -383311.750000 Penalty: 1455.616455
	Iteration 0F: 2 clusters Score -383311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -377562.937500 Penalty: 2911.232910
	Iteration 0F: 3 clusters Score -377562.9 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -379302.343750 Penalty: 2911.232910
	Iteration 1F: 3 clusters Score -379302.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -379573.062500 Penalty: 2911.232910
	Iteration 2F: 3 clusters Score -379573.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -379758.281250 Penalty: 2911.232910
	Iteration 3F: 3 clusters Score -379758.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -379913.281250 Penalty: 2911.232910
	Iteration 4Q: 3 clusters Score -379913.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -380069.343750 Penalty: 2911.232910
	Iteration 5Q: 3 clusters Score -380069.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -380261.406250 Penalty: 2911.232910
	Iteration 6Q: 3 clusters Score -380261.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -380497.562500 Penalty: 2911.232910
	Iteration 7Q: 3 clusters Score -380497.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -380788.093750 Penalty: 2911.232910
	Iteration 8Q: 3 clusters Score -380788.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -381104.718750 Penalty: 2911.232910
	Iteration 9F: 3 clusters Score -381104.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -381435.875000 Penalty: 2911.232910
	Iteration 10Q: 3 clusters Score -381435.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -381657.343750 Penalty: 2911.232910
	Iteration 11Q: 3 clusters Score -381657.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -381829.687500 Penalty: 2911.232910
	Iteration 12Q: 3 clusters Score -381829.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -381953.437500 Penalty: 2911.232910
	Iteration 13Q: 3 clusters Score -381953.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -382021.000000 Penalty: 2911.232910
	Iteration 14Q: 3 clusters Score -382021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -382054.968750 Penalty: 2911.232910
	Iteration 15Q: 3 clusters Score -382055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -382077.562500 Penalty: 2911.232910
	Iteration 16Q: 3 clusters Score -382077.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -382097.312500 Penalty: 2911.232910
	Iteration 17Q: 3 clusters Score -382097.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -382108.000000 Penalty: 2911.232910
	Iteration 18Q: 3 clusters Score -382108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -382124.718750 Penalty: 2911.232910
	Iteration 19Q: 3 clusters Score -382124.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -382135.937500 Penalty: 2911.232910
	Iteration 20F: 3 clusters Score -382135.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -382147.187500 Penalty: 2911.232910
	Iteration 21Q: 3 clusters Score -382147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -382159.968750 Penalty: 2911.232910
	Iteration 22Q: 3 clusters Score -382160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -382169.718750 Penalty: 2911.232910
	Iteration 23Q: 3 clusters Score -382169.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -382176.406250 Penalty: 2911.232910
	Iteration 24Q: 3 clusters Score -382176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -382179.843750 Penalty: 2911.232910
	Iteration 25Q: 3 clusters Score -382179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -382181.437500 Penalty: 2911.232910
	Iteration 26Q: 3 clusters Score -382181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -382185.593750 Penalty: 2911.232910
	Iteration 27Q: 3 clusters Score -382185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -382187.531250 Penalty: 2911.232910
	Iteration 28Q: 3 clusters Score -382187.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -382191.062500 Penalty: 2911.232910
	Iteration 29Q: 3 clusters Score -382191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -382194.343750 Penalty: 2911.232910
	Iteration 30Q: 3 clusters Score -382194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -382198.125000 Penalty: 2911.232910
	Iteration 31Q: 3 clusters Score -382198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -382199.843750 Penalty: 2911.232910
	Iteration 32Q: 3 clusters Score -382199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -382202.281250 Penalty: 2911.232910
	Iteration 33Q: 3 clusters Score -382202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -382204.125000 Penalty: 2911.232910
	Iteration 34Q: 3 clusters Score -382204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -382208.281250 Penalty: 2911.232910
	Iteration 35Q: 3 clusters Score -382208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -382211.437500 Penalty: 2911.232910
	Iteration 36Q: 3 clusters Score -382211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -382211.343750 Penalty: 2911.232910
	Iteration 37Q: 3 clusters Score -382211.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -382211.343750 Penalty: 2911.232910
	Iteration 38F: 3 clusters Score -382211.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (123473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Entering Unmasked Estep 
Score: -5943596.500000 Penalty: 1905.113892
	Iteration 0F: 2 clusters Score -5943596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -5860911.000000 Penalty: 3810.227783
	Iteration 0F: 3 clusters Score -5860911 nChanged 59235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -5896251.000000 Penalty: 3810.227783
	Iteration 1F: 3 clusters Score -5896251 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -5898731.000000 Penalty: 3810.227783
	Iteration 2Q: 3 clusters Score -5898731 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -5903106.500000 Penalty: 3810.227783
	Iteration 3F: 3 clusters Score -5903106 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -5910333.000000 Penalty: 3810.227783
	Iteration 4F: 3 clusters Score -5910333 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -5920286.000000 Penalty: 3810.227783
	Iteration 5F: 3 clusters Score -5920286 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -5929910.500000 Penalty: 3810.227783
	Iteration 6F: 3 clusters Score -5929910 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -5936540.500000 Penalty: 3810.227783
	Iteration 7F: 3 clusters Score -5936540 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -5940148.500000 Penalty: 3810.227783
	Iteration 8Q: 3 clusters Score -5940148 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -5941964.000000 Penalty: 3810.227783
	Iteration 9Q: 3 clusters Score -5941964 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -5942841.000000 Penalty: 3810.227783
	Iteration 10Q: 3 clusters Score -5942841 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 120308 members 
Entering Unmasked Estep 
Score: -5943346.500000 Penalty: 3810.227783
	Iteration 11Q: 3 clusters Score -5943346 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 120813 members 
Entering Unmasked Estep 
Score: -5943604.000000 Penalty: 3810.227783
	Iteration 12Q: 3 clusters Score -5943604 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 121163 members 
Entering Unmasked Estep 
Score: -5943765.500000 Penalty: 3810.227783
	Iteration 13Q: 3 clusters Score -5943766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 121382 members 
Entering Unmasked Estep 
Score: -5943827.500000 Penalty: 3810.227783
	Iteration 14Q: 3 clusters Score -5943828 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -5943946.500000 Penalty: 3810.227783
	Iteration 15Q: 3 clusters Score -5943946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 121676 members 
Entering Unmasked Estep 
Score: -5943959.500000 Penalty: 3810.227783
	Iteration 16Q: 3 clusters Score -5943960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 121760 members 
Entering Unmasked Estep 
Score: -5943976.500000 Penalty: 3810.227783
	Iteration 17Q: 3 clusters Score -5943976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -5943997.500000 Penalty: 3810.227783
	Iteration 18Q: 3 clusters Score -5943998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 121877 members 
Entering Unmasked Estep 
Score: -5944010.000000 Penalty: 3810.227783
	Iteration 19Q: 3 clusters Score -5944010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -5944030.000000 Penalty: 3810.227783
	Iteration 20F: 3 clusters Score -5944030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 121959 members 
Entering Unmasked Estep 
Score: -5944032.500000 Penalty: 3810.227783
	Iteration 21Q: 3 clusters Score -5944032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 121991 members 
Entering Unmasked Estep 
Score: -5944034.500000 Penalty: 3810.227783
	Iteration 22Q: 3 clusters Score -5944034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 122009 members 
Entering Unmasked Estep 
Score: -5944041.000000 Penalty: 3810.227783
	Iteration 23Q: 3 clusters Score -5944041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -5944046.000000 Penalty: 3810.227783
	Iteration 24Q: 3 clusters Score -5944046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 122041 members 
Entering Unmasked Estep 
Score: -5944051.000000 Penalty: 3810.227783
	Iteration 25Q: 3 clusters Score -5944051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 122051 members 
Entering Unmasked Estep 
Score: -5944052.000000 Penalty: 3810.227783
	Iteration 26Q: 3 clusters Score -5944052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 122063 members 
Entering Unmasked Estep 
Score: -5944051.500000 Penalty: 3810.227783
	Iteration 27Q: 3 clusters Score -5944052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -5944055.500000 Penalty: 3810.227783
	Iteration 28Q: 3 clusters Score -5944056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -5944057.000000 Penalty: 3810.227783
	Iteration 29Q: 3 clusters Score -5944057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -5944055.000000 Penalty: 3810.227783
	Iteration 30Q: 3 clusters Score -5944055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -5944056.000000 Penalty: 3810.227783
	Iteration 31Q: 3 clusters Score -5944056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 122106 members 
Entering Unmasked Estep 
Score: -5944054.000000 Penalty: 3810.227783
	Iteration 32Q: 3 clusters Score -5944054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -5944056.500000 Penalty: 3810.227783
	Iteration 33Q: 3 clusters Score -5944056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -5944058.000000 Penalty: 3810.227783
	Iteration 34Q: 3 clusters Score -5944058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 122121 members 
Entering Unmasked Estep 
Score: -5944064.500000 Penalty: 3810.227783
	Iteration 35Q: 3 clusters Score -5944064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 122124 members 
Entering Unmasked Estep 
Score: -5944070.000000 Penalty: 3810.227783
	Iteration 36Q: 3 clusters Score -5944070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 122125 members 
Entering Unmasked Estep 
Score: -5944070.500000 Penalty: 3810.227783
	Iteration 37Q: 3 clusters Score -5944070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -5944075.500000 Penalty: 3810.227783
	Iteration 38Q: 3 clusters Score -5944076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -5944074.500000 Penalty: 3810.227783
	Iteration 39Q: 3 clusters Score -5944074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -5944071.000000 Penalty: 3810.227783
	Iteration 40F: 3 clusters Score -5944071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -5944068.500000 Penalty: 3810.227783
	Iteration 41Q: 3 clusters Score -5944068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 122136 members 
Entering Unmasked Estep 
Score: -5944071.000000 Penalty: 3810.227783
	Iteration 42Q: 3 clusters Score -5944071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 122142 members 
Entering Unmasked Estep 
Score: -5944068.000000 Penalty: 3810.227783
	Iteration 43Q: 3 clusters Score -5944068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 122149 members 
Entering Unmasked Estep 
Score: -5944076.500000 Penalty: 3810.227783
	Iteration 44Q: 3 clusters Score -5944076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -5944071.000000 Penalty: 3810.227783
	Iteration 45Q: 3 clusters Score -5944071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -5944072.500000 Penalty: 3810.227783
	Iteration 46Q: 3 clusters Score -5944072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 122154 members 
Entering Unmasked Estep 
Score: -5944070.000000 Penalty: 3810.227783
	Iteration 47Q: 3 clusters Score -5944070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 122154 members 
Entering Unmasked Estep 
Score: -5944070.000000 Penalty: 3810.227783
	Iteration 48F: 3 clusters Score -5944070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 8885 members 
Mstep: Class 4 contains 13417 members 
Mstep: Class 5 contains 25313 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 7767 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 68940 members 
Mstep: Class 10 contains 470133 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 18807 members 
Mstep: Class 13 contains 122154 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 9994 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 3945 members 
Entering Unmasked Estep 
Score: -37509792.000000 Penalty: 37573.226562
Splitting cluster 8 changes total score from -37508380.000000 to -37509792.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 9 (68940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Entering Unmasked Estep 
Score: -3337773.000000 Penalty: 1810.411255
	Iteration 0F: 2 clusters Score -3337773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -3291576.000000 Penalty: 3620.822510
	Iteration 0F: 3 clusters Score -3291576 nChanged 32722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -3311335.250000 Penalty: 3620.822510
	Iteration 1F: 3 clusters Score -3311335 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -3313481.750000 Penalty: 3620.822510
	Iteration 2F: 3 clusters Score -3313482 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -3317229.500000 Penalty: 3620.822510
	Iteration 3F: 3 clusters Score -3317230 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -3322880.000000 Penalty: 3620.822510
	Iteration 4F: 3 clusters Score -3322880 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -3328917.250000 Penalty: 3620.822510
	Iteration 5F: 3 clusters Score -3328917 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -3333420.000000 Penalty: 3620.822510
	Iteration 6F: 3 clusters Score -3333420 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -3335708.500000 Penalty: 3620.822510
	Iteration 7Q: 3 clusters Score -3335708 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -3336541.250000 Penalty: 3620.822510
	Iteration 8Q: 3 clusters Score -3336541 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -3336884.750000 Penalty: 3620.822510
	Iteration 9Q: 3 clusters Score -3336885 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -3337046.750000 Penalty: 3620.822510
	Iteration 10Q: 3 clusters Score -3337047 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -3337132.000000 Penalty: 3620.822510
	Iteration 11Q: 3 clusters Score -3337132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -3337190.750000 Penalty: 3620.822510
	Iteration 12Q: 3 clusters Score -3337191 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -3337222.750000 Penalty: 3620.822510
	Iteration 13Q: 3 clusters Score -3337223 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -3337248.750000 Penalty: 3620.822510
	Iteration 14Q: 3 clusters Score -3337249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -3337264.750000 Penalty: 3620.822510
	Iteration 15Q: 3 clusters Score -3337265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -3337289.750000 Penalty: 3620.822510
	Iteration 16Q: 3 clusters Score -3337290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -3337308.750000 Penalty: 3620.822510
	Iteration 17Q: 3 clusters Score -3337309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -3337327.500000 Penalty: 3620.822510
	Iteration 18Q: 3 clusters Score -3337328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -3337328.750000 Penalty: 3620.822510
	Iteration 19Q: 3 clusters Score -3337329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -3337336.000000 Penalty: 3620.822510
	Iteration 20F: 3 clusters Score -3337336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -3337348.000000 Penalty: 3620.822510
	Iteration 21Q: 3 clusters Score -3337348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -3337351.000000 Penalty: 3620.822510
	Iteration 22Q: 3 clusters Score -3337351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -3337350.750000 Penalty: 3620.822510
	Iteration 23Q: 3 clusters Score -3337351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -3337351.750000 Penalty: 3620.822510
	Iteration 24Q: 3 clusters Score -3337352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -3337355.750000 Penalty: 3620.822510
	Iteration 25Q: 3 clusters Score -3337356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -3337353.750000 Penalty: 3620.822510
	Iteration 26Q: 3 clusters Score -3337354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -3337357.000000 Penalty: 3620.822510
	Iteration 27Q: 3 clusters Score -3337357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -3337356.000000 Penalty: 3620.822510
	Iteration 28Q: 3 clusters Score -3337356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -3337362.250000 Penalty: 3620.822510
	Iteration 29Q: 3 clusters Score -3337362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -3337362.750000 Penalty: 3620.822510
	Iteration 30Q: 3 clusters Score -3337363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -3337357.250000 Penalty: 3620.822510
	Iteration 31Q: 3 clusters Score -3337357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -3337362.250000 Penalty: 3620.822510
	Iteration 32Q: 3 clusters Score -3337362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -3337367.250000 Penalty: 3620.822510
	Iteration 33Q: 3 clusters Score -3337367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -3337362.500000 Penalty: 3620.822510
	Iteration 34Q: 3 clusters Score -3337362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -3337363.250000 Penalty: 3620.822510
	Iteration 35Q: 3 clusters Score -3337363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -3337355.250000 Penalty: 3620.822510
	Iteration 36Q: 3 clusters Score -3337355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -3337357.750000 Penalty: 3620.822510
	Iteration 37Q: 3 clusters Score -3337358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -3337358.250000 Penalty: 3620.822510
	Iteration 38Q: 3 clusters Score -3337358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -3337358.750000 Penalty: 3620.822510
	Iteration 39Q: 3 clusters Score -3337359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -3337359.000000 Penalty: 3620.822510
	Iteration 40F: 3 clusters Score -3337359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -3337358.750000 Penalty: 3620.822510
	Iteration 41Q: 3 clusters Score -3337359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -3337362.250000 Penalty: 3620.822510
	Iteration 42Q: 3 clusters Score -3337362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -3337358.750000 Penalty: 3620.822510
	Iteration 43Q: 3 clusters Score -3337359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -3337358.750000 Penalty: 3620.822510
	Iteration 44F: 3 clusters Score -3337359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (470133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470133 members 
Entering Unmasked Estep 
Score: -22407484.000000 Penalty: 2122.375244
	Iteration 0F: 2 clusters Score -2.240748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234780 members 
Mstep: Class 2 contains 235353 members 
Entering Unmasked Estep 
Score: -22089494.000000 Penalty: 4244.750488
	Iteration 0F: 3 clusters Score -2.208949e+07 nChanged 230099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225803 members 
Mstep: Class 2 contains 244330 members 
Entering Unmasked Estep 
Score: -22229438.000000 Penalty: 4244.750488
	Iteration 1F: 3 clusters Score -2.222944e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219517 members 
Mstep: Class 2 contains 250616 members 
Entering Unmasked Estep 
Score: -22233770.000000 Penalty: 4244.750488
	Iteration 2Q: 3 clusters Score -2.223377e+07 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210137 members 
Mstep: Class 2 contains 259996 members 
Entering Unmasked Estep 
Score: -22240098.000000 Penalty: 4244.750488
	Iteration 3Q: 3 clusters Score -2.22401e+07 nChanged 20690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196827 members 
Mstep: Class 2 contains 273306 members 
Entering Unmasked Estep 
Score: -22248998.000000 Penalty: 4244.750488
	Iteration 4Q: 3 clusters Score -2.2249e+07 nChanged 24526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178935 members 
Mstep: Class 2 contains 291198 members 
Entering Unmasked Estep 
Score: -22261678.000000 Penalty: 4244.750488
	Iteration 5F: 3 clusters Score -2.226168e+07 nChanged 28180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 313684 members 
Entering Unmasked Estep 
Score: -22279362.000000 Penalty: 4244.750488
	Iteration 6F: 3 clusters Score -2.227936e+07 nChanged 30925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 340021 members 
Entering Unmasked Estep 
Score: -22301586.000000 Penalty: 4244.750488
	Iteration 7F: 3 clusters Score -2.230159e+07 nChanged 30500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 367401 members 
Entering Unmasked Estep 
Score: -22325792.000000 Penalty: 4244.750488
	Iteration 8F: 3 clusters Score -2.232579e+07 nChanged 26549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 392092 members 
Entering Unmasked Estep 
Score: -22347402.000000 Penalty: 4244.750488
	Iteration 9F: 3 clusters Score -2.23474e+07 nChanged 20735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 411839 members 
Entering Unmasked Estep 
Score: -22364056.000000 Penalty: 4244.750488
	Iteration 10Q: 3 clusters Score -2.236406e+07 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 426734 members 
Entering Unmasked Estep 
Score: -22375924.000000 Penalty: 4244.750488
	Iteration 11Q: 3 clusters Score -2.237592e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 438197 members 
Entering Unmasked Estep 
Score: -22384228.000000 Penalty: 4244.750488
	Iteration 12Q: 3 clusters Score -2.238423e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 447142 members 
Entering Unmasked Estep 
Score: -22390822.000000 Penalty: 4244.750488
	Iteration 13Q: 3 clusters Score -2.239082e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 454115 members 
Entering Unmasked Estep 
Score: -22395844.000000 Penalty: 4244.750488
	Iteration 14Q: 3 clusters Score -2.239584e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 459256 members 
Entering Unmasked Estep 
Score: -22399494.000000 Penalty: 4244.750488
	Iteration 15Q: 3 clusters Score -2.239949e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 462800 members 
Entering Unmasked Estep 
Score: -22402008.000000 Penalty: 4244.750488
	Iteration 16Q: 3 clusters Score -2.240201e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 465078 members 
Entering Unmasked Estep 
Score: -22403578.000000 Penalty: 4244.750488
	Iteration 17Q: 3 clusters Score -2.240358e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 466477 members 
Entering Unmasked Estep 
Score: -22404594.000000 Penalty: 4244.750488
	Iteration 18Q: 3 clusters Score -2.240459e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 467368 members 
Entering Unmasked Estep 
Score: -22405108.000000 Penalty: 4244.750488
	Iteration 19Q: 3 clusters Score -2.240511e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 467852 members 
Entering Unmasked Estep 
Score: -22405412.000000 Penalty: 4244.750488
	Iteration 20F: 3 clusters Score -2.240541e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 468164 members 
Entering Unmasked Estep 
Score: -22405674.000000 Penalty: 4244.750488
	Iteration 21Q: 3 clusters Score -2.240567e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 468368 members 
Entering Unmasked Estep 
Score: -22405778.000000 Penalty: 4244.750488
	Iteration 22Q: 3 clusters Score -2.240578e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 468503 members 
Entering Unmasked Estep 
Score: -22405862.000000 Penalty: 4244.750488
	Iteration 23Q: 3 clusters Score -2.240586e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 468588 members 
Entering Unmasked Estep 
Score: -22405920.000000 Penalty: 4244.750488
	Iteration 24Q: 3 clusters Score -2.240592e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 468642 members 
Entering Unmasked Estep 
Score: -22405968.000000 Penalty: 4244.750488
	Iteration 25Q: 3 clusters Score -2.240597e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 468687 members 
Entering Unmasked Estep 
Score: -22406004.000000 Penalty: 4244.750488
	Iteration 26Q: 3 clusters Score -2.2406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 468710 members 
Entering Unmasked Estep 
Score: -22406032.000000 Penalty: 4244.750488
	Iteration 27Q: 3 clusters Score -2.240603e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 468742 members 
Entering Unmasked Estep 
Score: -22406036.000000 Penalty: 4244.750488
	Iteration 28Q: 3 clusters Score -2.240604e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 468768 members 
Entering Unmasked Estep 
Score: -22406018.000000 Penalty: 4244.750488
	Iteration 29Q: 3 clusters Score -2.240602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 468804 members 
Entering Unmasked Estep 
Score: -22406028.000000 Penalty: 4244.750488
	Iteration 30Q: 3 clusters Score -2.240603e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 468816 members 
Entering Unmasked Estep 
Score: -22406038.000000 Penalty: 4244.750488
	Iteration 31Q: 3 clusters Score -2.240604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 468822 members 
Entering Unmasked Estep 
Score: -22406048.000000 Penalty: 4244.750488
	Iteration 32Q: 3 clusters Score -2.240605e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 468832 members 
Entering Unmasked Estep 
Score: -22406058.000000 Penalty: 4244.750488
	Iteration 33Q: 3 clusters Score -2.240606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 468840 members 
Entering Unmasked Estep 
Score: -22406086.000000 Penalty: 4244.750488
	Iteration 34Q: 3 clusters Score -2.240609e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 468844 members 
Entering Unmasked Estep 
Score: -22406092.000000 Penalty: 4244.750488
	Iteration 35Q: 3 clusters Score -2.240609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 468842 members 
Entering Unmasked Estep 
Score: -22406104.000000 Penalty: 4244.750488
	Iteration 36Q: 3 clusters Score -2.24061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 468846 members 
Entering Unmasked Estep 
Score: -22406114.000000 Penalty: 4244.750488
	Iteration 37Q: 3 clusters Score -2.240611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 468847 members 
Entering Unmasked Estep 
Score: -22406106.000000 Penalty: 4244.750488
	Iteration 38Q: 3 clusters Score -2.240611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 468848 members 
Entering Unmasked Estep 
Score: -22406110.000000 Penalty: 4244.750488
	Iteration 39Q: 3 clusters Score -2.240611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 468853 members 
Entering Unmasked Estep 
Score: -22406094.000000 Penalty: 4244.750488
	Iteration 40F: 3 clusters Score -2.240609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 468862 members 
Entering Unmasked Estep 
Score: -22406104.000000 Penalty: 4244.750488
	Iteration 41Q: 3 clusters Score -2.24061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 468866 members 
Entering Unmasked Estep 
Score: -22406098.000000 Penalty: 4244.750488
	Iteration 42Q: 3 clusters Score -2.24061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 468871 members 
Entering Unmasked Estep 
Score: -22406106.000000 Penalty: 4244.750488
	Iteration 43Q: 3 clusters Score -2.240611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 468876 members 
Entering Unmasked Estep 
Score: -22406130.000000 Penalty: 4244.750488
	Iteration 44Q: 3 clusters Score -2.240613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 468880 members 
Entering Unmasked Estep 
Score: -22406154.000000 Penalty: 4244.750488
	Iteration 45Q: 3 clusters Score -2.240615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 468888 members 
Entering Unmasked Estep 
Score: -22406142.000000 Penalty: 4244.750488
	Iteration 46Q: 3 clusters Score -2.240614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 468889 members 
Entering Unmasked Estep 
Score: -22406148.000000 Penalty: 4244.750488
	Iteration 47Q: 3 clusters Score -2.240615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 468894 members 
Entering Unmasked Estep 
Score: -22406150.000000 Penalty: 4244.750488
	Iteration 48Q: 3 clusters Score -2.240615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 468896 members 
Entering Unmasked Estep 
Score: -22406160.000000 Penalty: 4244.750488
	Iteration 49Q: 3 clusters Score -2.240616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 468897 members 
Entering Unmasked Estep 
Score: -22406152.000000 Penalty: 4244.750488
	Iteration 50Q: 3 clusters Score -2.240615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 468897 members 
Entering Unmasked Estep 
Score: -22406154.000000 Penalty: 4244.750488
	Iteration 51Q: 3 clusters Score -2.240615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 468903 members 
Entering Unmasked Estep 
Score: -22406172.000000 Penalty: 4244.750488
	Iteration 52Q: 3 clusters Score -2.240617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 468907 members 
Entering Unmasked Estep 
Score: -22406158.000000 Penalty: 4244.750488
	Iteration 53Q: 3 clusters Score -2.240616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 468909 members 
Entering Unmasked Estep 
Score: -22406180.000000 Penalty: 4244.750488
	Iteration 54Q: 3 clusters Score -2.240618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 468913 members 
Entering Unmasked Estep 
Score: -22406170.000000 Penalty: 4244.750488
	Iteration 55Q: 3 clusters Score -2.240617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 468914 members 
Entering Unmasked Estep 
Score: -22406182.000000 Penalty: 4244.750488
	Iteration 56Q: 3 clusters Score -2.240618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 468914 members 
Entering Unmasked Estep 
Score: -22406170.000000 Penalty: 4244.750488
	Iteration 57Q: 3 clusters Score -2.240617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 468916 members 
Entering Unmasked Estep 
Score: -22406170.000000 Penalty: 4244.750488
	Iteration 58Q: 3 clusters Score -2.240617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 468919 members 
Entering Unmasked Estep 
Score: -22406170.000000 Penalty: 4244.750488
	Iteration 59Q: 3 clusters Score -2.240617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 468921 members 
Entering Unmasked Estep 
Score: -22406190.000000 Penalty: 4244.750488
	Iteration 60F: 3 clusters Score -2.240619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 468919 members 
Entering Unmasked Estep 
Score: -22406196.000000 Penalty: 4244.750488
	Iteration 61Q: 3 clusters Score -2.24062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 468918 members 
Entering Unmasked Estep 
Score: -22406180.000000 Penalty: 4244.750488
	Iteration 62Q: 3 clusters Score -2.240618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 468917 members 
Entering Unmasked Estep 
Score: -22406186.000000 Penalty: 4244.750488
	Iteration 63Q: 3 clusters Score -2.240619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 468916 members 
Entering Unmasked Estep 
Score: -22406190.000000 Penalty: 4244.750488
	Iteration 64Q: 3 clusters Score -2.240619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 468916 members 
Entering Unmasked Estep 
Score: -22406190.000000 Penalty: 4244.750488
	Iteration 65F: 3 clusters Score -2.240619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -215890.937500 Penalty: 1363.455444
	Iteration 0F: 2 clusters Score -215890.9 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 2162 members 
Entering Unmasked Estep 
Score: -212236.281250 Penalty: 2726.910889
	Iteration 0F: 3 clusters Score -212236.3 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -213298.437500 Penalty: 2726.910889
	Iteration 1F: 3 clusters Score -213298.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -213477.156250 Penalty: 2726.910889
	Iteration 2F: 3 clusters Score -213477.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -213608.171875 Penalty: 2726.910889
	Iteration 3F: 3 clusters Score -213608.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -213703.890625 Penalty: 2726.910889
	Iteration 4Q: 3 clusters Score -213703.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -213806.671875 Penalty: 2726.910889
	Iteration 5Q: 3 clusters Score -213806.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -213920.921875 Penalty: 2726.910889
	Iteration 6Q: 3 clusters Score -213920.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -214041.875000 Penalty: 2726.910889
	Iteration 7Q: 3 clusters Score -214041.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -214183.000000 Penalty: 2726.910889
	Iteration 8Q: 3 clusters Score -214183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214319.546875 Penalty: 2726.910889
	Iteration 9Q: 3 clusters Score -214319.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -214437.750000 Penalty: 2726.910889
	Iteration 10Q: 3 clusters Score -214437.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -214526.328125 Penalty: 2726.910889
	Iteration 11Q: 3 clusters Score -214526.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -214600.250000 Penalty: 2726.910889
	Iteration 12Q: 3 clusters Score -214600.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -214652.578125 Penalty: 2726.910889
	Iteration 13Q: 3 clusters Score -214652.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -214689.546875 Penalty: 2726.910889
	Iteration 14Q: 3 clusters Score -214689.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -214713.375000 Penalty: 2726.910889
	Iteration 15Q: 3 clusters Score -214713.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -214739.593750 Penalty: 2726.910889
	Iteration 16Q: 3 clusters Score -214739.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -214774.031250 Penalty: 2726.910889
	Iteration 17Q: 3 clusters Score -214774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -214790.062500 Penalty: 2726.910889
	Iteration 18Q: 3 clusters Score -214790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -214799.187500 Penalty: 2726.910889
	Iteration 19Q: 3 clusters Score -214799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -214804.609375 Penalty: 2726.910889
	Iteration 20F: 3 clusters Score -214804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -214809.468750 Penalty: 2726.910889
	Iteration 21Q: 3 clusters Score -214809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -214813.531250 Penalty: 2726.910889
	Iteration 22Q: 3 clusters Score -214813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -214814.140625 Penalty: 2726.910889
	Iteration 23Q: 3 clusters Score -214814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -214814.375000 Penalty: 2726.910889
	Iteration 24Q: 3 clusters Score -214814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -214816.109375 Penalty: 2726.910889
	Iteration 25Q: 3 clusters Score -214816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -214817.906250 Penalty: 2726.910889
	Iteration 26Q: 3 clusters Score -214817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -214819.031250 Penalty: 2726.910889
	Iteration 27Q: 3 clusters Score -214819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -214820.109375 Penalty: 2726.910889
	Iteration 28Q: 3 clusters Score -214820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -214820.796875 Penalty: 2726.910889
	Iteration 29Q: 3 clusters Score -214820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -214820.796875 Penalty: 2726.910889
	Iteration 30F: 3 clusters Score -214820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Entering Unmasked Estep 
Score: -906682.000000 Penalty: 1599.322510
	Iteration 0F: 2 clusters Score -906682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -893775.187500 Penalty: 3198.645020
	Iteration 0F: 3 clusters Score -893775.2 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -898439.250000 Penalty: 3198.645020
	Iteration 1F: 3 clusters Score -898439.2 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -898782.375000 Penalty: 3198.645020
	Iteration 2F: 3 clusters Score -898782.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -899090.937500 Penalty: 3198.645020
	Iteration 3Q: 3 clusters Score -899090.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -899428.312500 Penalty: 3198.645020
	Iteration 4Q: 3 clusters Score -899428.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -899863.312500 Penalty: 3198.645020
	Iteration 5Q: 3 clusters Score -899863.3 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -900477.375000 Penalty: 3198.645020
	Iteration 6F: 3 clusters Score -900477.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -901228.125000 Penalty: 3198.645020
	Iteration 7F: 3 clusters Score -901228.1 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -902042.562500 Penalty: 3198.645020
	Iteration 8F: 3 clusters Score -902042.6 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -902753.750000 Penalty: 3198.645020
	Iteration 9F: 3 clusters Score -902753.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -903218.250000 Penalty: 3198.645020
	Iteration 10Q: 3 clusters Score -903218.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -903505.562500 Penalty: 3198.645020
	Iteration 11Q: 3 clusters Score -903505.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -903661.312500 Penalty: 3198.645020
	Iteration 12Q: 3 clusters Score -903661.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -903736.625000 Penalty: 3198.645020
	Iteration 13Q: 3 clusters Score -903736.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -903789.625000 Penalty: 3198.645020
	Iteration 14Q: 3 clusters Score -903789.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -903828.187500 Penalty: 3198.645020
	Iteration 15Q: 3 clusters Score -903828.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -903868.437500 Penalty: 3198.645020
	Iteration 16Q: 3 clusters Score -903868.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -903897.000000 Penalty: 3198.645020
	Iteration 17Q: 3 clusters Score -903897 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -903929.250000 Penalty: 3198.645020
	Iteration 18Q: 3 clusters Score -903929.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -903946.812500 Penalty: 3198.645020
	Iteration 19Q: 3 clusters Score -903946.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -903964.875000 Penalty: 3198.645020
	Iteration 20F: 3 clusters Score -903964.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -903982.375000 Penalty: 3198.645020
	Iteration 21Q: 3 clusters Score -903982.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -903994.437500 Penalty: 3198.645020
	Iteration 22Q: 3 clusters Score -903994.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -904013.250000 Penalty: 3198.645020
	Iteration 23Q: 3 clusters Score -904013.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -904026.187500 Penalty: 3198.645020
	Iteration 24Q: 3 clusters Score -904026.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -904041.625000 Penalty: 3198.645020
	Iteration 25Q: 3 clusters Score -904041.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -904055.187500 Penalty: 3198.645020
	Iteration 26Q: 3 clusters Score -904055.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -904074.812500 Penalty: 3198.645020
	Iteration 27Q: 3 clusters Score -904074.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -904097.000000 Penalty: 3198.645020
	Iteration 28Q: 3 clusters Score -904097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -904127.937500 Penalty: 3198.645020
	Iteration 29Q: 3 clusters Score -904127.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -904160.625000 Penalty: 3198.645020
	Iteration 30Q: 3 clusters Score -904160.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -904187.875000 Penalty: 3198.645020
	Iteration 31Q: 3 clusters Score -904187.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -904217.687500 Penalty: 3198.645020
	Iteration 32Q: 3 clusters Score -904217.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -904251.250000 Penalty: 3198.645020
	Iteration 33Q: 3 clusters Score -904251.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -904293.000000 Penalty: 3198.645020
	Iteration 34Q: 3 clusters Score -904293 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -904329.750000 Penalty: 3198.645020
	Iteration 35Q: 3 clusters Score -904329.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -904370.937500 Penalty: 3198.645020
	Iteration 36Q: 3 clusters Score -904370.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -904420.687500 Penalty: 3198.645020
	Iteration 37Q: 3 clusters Score -904420.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -904477.812500 Penalty: 3198.645020
	Iteration 38Q: 3 clusters Score -904477.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -904535.437500 Penalty: 3198.645020
	Iteration 39Q: 3 clusters Score -904535.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -904597.812500 Penalty: 3198.645020
	Iteration 40F: 3 clusters Score -904597.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -904660.437500 Penalty: 3198.645020
	Iteration 41Q: 3 clusters Score -904660.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -904723.312500 Penalty: 3198.645020
	Iteration 42Q: 3 clusters Score -904723.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -904785.000000 Penalty: 3198.645020
	Iteration 43Q: 3 clusters Score -904785 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -904852.750000 Penalty: 3198.645020
	Iteration 44Q: 3 clusters Score -904852.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -904926.562500 Penalty: 3198.645020
	Iteration 45Q: 3 clusters Score -904926.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -904987.750000 Penalty: 3198.645020
	Iteration 46Q: 3 clusters Score -904987.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -905044.812500 Penalty: 3198.645020
	Iteration 47Q: 3 clusters Score -905044.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -905099.875000 Penalty: 3198.645020
	Iteration 48Q: 3 clusters Score -905099.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -905152.812500 Penalty: 3198.645020
	Iteration 49Q: 3 clusters Score -905152.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -905200.812500 Penalty: 3198.645020
	Iteration 50Q: 3 clusters Score -905200.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -905249.812500 Penalty: 3198.645020
	Iteration 51Q: 3 clusters Score -905249.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -905310.687500 Penalty: 3198.645020
	Iteration 52Q: 3 clusters Score -905310.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -905368.937500 Penalty: 3198.645020
	Iteration 53Q: 3 clusters Score -905368.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -905411.375000 Penalty: 3198.645020
	Iteration 54Q: 3 clusters Score -905411.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -905445.687500 Penalty: 3198.645020
	Iteration 55Q: 3 clusters Score -905445.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -905468.750000 Penalty: 3198.645020
	Iteration 56Q: 3 clusters Score -905468.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -905484.937500 Penalty: 3198.645020
	Iteration 57Q: 3 clusters Score -905484.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -905498.812500 Penalty: 3198.645020
	Iteration 58Q: 3 clusters Score -905498.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -905506.062500 Penalty: 3198.645020
	Iteration 59Q: 3 clusters Score -905506.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -905515.937500 Penalty: 3198.645020
	Iteration 60F: 3 clusters Score -905515.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -905526.687500 Penalty: 3198.645020
	Iteration 61Q: 3 clusters Score -905526.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -905539.875000 Penalty: 3198.645020
	Iteration 62Q: 3 clusters Score -905539.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -905559.187500 Penalty: 3198.645020
	Iteration 63Q: 3 clusters Score -905559.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -905565.312500 Penalty: 3198.645020
	Iteration 64Q: 3 clusters Score -905565.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -905569.187500 Penalty: 3198.645020
	Iteration 65Q: 3 clusters Score -905569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -905575.062500 Penalty: 3198.645020
	Iteration 66Q: 3 clusters Score -905575.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -905582.625000 Penalty: 3198.645020
	Iteration 67Q: 3 clusters Score -905582.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -905584.812500 Penalty: 3198.645020
	Iteration 68Q: 3 clusters Score -905584.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -905586.500000 Penalty: 3198.645020
	Iteration 69Q: 3 clusters Score -905586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -905587.250000 Penalty: 3198.645020
	Iteration 70Q: 3 clusters Score -905587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -905590.125000 Penalty: 3198.645020
	Iteration 71Q: 3 clusters Score -905590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -905591.625000 Penalty: 3198.645020
	Iteration 72Q: 3 clusters Score -905591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -905591.437500 Penalty: 3198.645020
	Iteration 73Q: 3 clusters Score -905591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -905592.062500 Penalty: 3198.645020
	Iteration 74Q: 3 clusters Score -905592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -905592.375000 Penalty: 3198.645020
	Iteration 75Q: 3 clusters Score -905592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -905591.437500 Penalty: 3198.645020
	Iteration 76Q: 3 clusters Score -905591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -905593.250000 Penalty: 3198.645020
	Iteration 77Q: 3 clusters Score -905593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -905594.187500 Penalty: 3198.645020
	Iteration 78Q: 3 clusters Score -905594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -905594.500000 Penalty: 3198.645020
	Iteration 79Q: 3 clusters Score -905594.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -905593.750000 Penalty: 3198.645020
	Iteration 80F: 3 clusters Score -905593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -905595.062500 Penalty: 3198.645020
	Iteration 81Q: 3 clusters Score -905595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -905593.875000 Penalty: 3198.645020
	Iteration 82Q: 3 clusters Score -905593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -905595.250000 Penalty: 3198.645020
	Iteration 83Q: 3 clusters Score -905595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -905594.750000 Penalty: 3198.645020
	Iteration 84Q: 3 clusters Score -905594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -905594.687500 Penalty: 3198.645020
	Iteration 85Q: 3 clusters Score -905594.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -905596.312500 Penalty: 3198.645020
	Iteration 86Q: 3 clusters Score -905596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -905596.500000 Penalty: 3198.645020
	Iteration 87Q: 3 clusters Score -905596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -905596.500000 Penalty: 3198.645020
	Iteration 88F: 3 clusters Score -905596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Entering Unmasked Estep 
Score: -1207624.750000 Penalty: 1643.015991
	Iteration 0F: 2 clusters Score -1207625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1190896.500000 Penalty: 3286.031982
	Iteration 0F: 3 clusters Score -1190896 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1197208.250000 Penalty: 3286.031982
	Iteration 1F: 3 clusters Score -1197208 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1197704.375000 Penalty: 3286.031982
	Iteration 2F: 3 clusters Score -1197704 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1198192 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1198742 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1199447 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1200368 nChanged 1540
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Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1201574 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1202980 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1204036 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1204559 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1204829 nChanged 446
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1205028 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1205178 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1205300 nChanged 315
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Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1205415 nChanged 272
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Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1205495 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1205563 nChanged 226
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Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1205626 nChanged 212
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Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1205684 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1205732 nChanged 193
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Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1205790 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1205843 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1205891 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1205932 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1205964 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1206012 nChanged 151
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Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1206046 nChanged 160
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1206082 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1206119 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1206164 nChanged 174
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Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1206206 nChanged 154
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Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1206248 nChanged 147
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1206281 nChanged 120
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Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1206309 nChanged 115
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Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1206339 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1206352 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1206374 nChanged 98
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Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1206398 nChanged 92
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Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1206420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1206439 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1206468 nChanged 88
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Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1206483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1206497 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1206517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1206524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1206535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1206546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -1206555.250000 Penalty: 3286.031982
	Iteration 48Q: 3 clusters Score -1206555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1206568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1206578.625000 Penalty: 3286.031982
	Iteration 50Q: 3 clusters Score -1206579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -1206585.625000 Penalty: 3286.031982
	Iteration 51Q: 3 clusters Score -1206586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1206599.500000 Penalty: 3286.031982
	Iteration 52Q: 3 clusters Score -1206600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1206608.125000 Penalty: 3286.031982
	Iteration 53Q: 3 clusters Score -1206608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -1206613.000000 Penalty: 3286.031982
	Iteration 54Q: 3 clusters Score -1206613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -1206618.875000 Penalty: 3286.031982
	Iteration 55Q: 3 clusters Score -1206619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -1206629.625000 Penalty: 3286.031982
	Iteration 56Q: 3 clusters Score -1206630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1206629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -1206632.375000 Penalty: 3286.031982
	Iteration 58Q: 3 clusters Score -1206632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -1206639.625000 Penalty: 3286.031982
	Iteration 59Q: 3 clusters Score -1206640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -1206644.750000 Penalty: 3286.031982
	Iteration 60F: 3 clusters Score -1206645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -1206649.750000 Penalty: 3286.031982
	Iteration 61Q: 3 clusters Score -1206650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1206657.375000 Penalty: 3286.031982
	Iteration 62Q: 3 clusters Score -1206657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -1206657.625000 Penalty: 3286.031982
	Iteration 63Q: 3 clusters Score -1206658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -1206656.625000 Penalty: 3286.031982
	Iteration 64Q: 3 clusters Score -1206657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -1206660.000000 Penalty: 3286.031982
	Iteration 65Q: 3 clusters Score -1206660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1206664.875000 Penalty: 3286.031982
	Iteration 66Q: 3 clusters Score -1206665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -1206666.875000 Penalty: 3286.031982
	Iteration 67Q: 3 clusters Score -1206667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1206669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -1206674.625000 Penalty: 3286.031982
	Iteration 69Q: 3 clusters Score -1206675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1206673.250000 Penalty: 3286.031982
	Iteration 70Q: 3 clusters Score -1206673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -1206672.375000 Penalty: 3286.031982
	Iteration 71Q: 3 clusters Score -1206672 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1206673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -1206675.125000 Penalty: 3286.031982
	Iteration 73Q: 3 clusters Score -1206675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -1206677.875000 Penalty: 3286.031982
	Iteration 74Q: 3 clusters Score -1206678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -1206678.000000 Penalty: 3286.031982
	Iteration 75Q: 3 clusters Score -1206678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -1206677.750000 Penalty: 3286.031982
	Iteration 76Q: 3 clusters Score -1206678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1206683.250000 Penalty: 3286.031982
	Iteration 77Q: 3 clusters Score -1206683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1206686.375000 Penalty: 3286.031982
	Iteration 78Q: 3 clusters Score -1206686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -1206689.125000 Penalty: 3286.031982
	Iteration 79Q: 3 clusters Score -1206689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -1206691.000000 Penalty: 3286.031982
	Iteration 80F: 3 clusters Score -1206691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -1206689.250000 Penalty: 3286.031982
	Iteration 81Q: 3 clusters Score -1206689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -1206696.500000 Penalty: 3286.031982
	Iteration 82Q: 3 clusters Score -1206696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -1206699.500000 Penalty: 3286.031982
	Iteration 83Q: 3 clusters Score -1206700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -1206700.750000 Penalty: 3286.031982
	Iteration 84Q: 3 clusters Score -1206701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -1206706.000000 Penalty: 3286.031982
	Iteration 85Q: 3 clusters Score -1206706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -1206709.000000 Penalty: 3286.031982
	Iteration 86Q: 3 clusters Score -1206709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1206714.625000 Penalty: 3286.031982
	Iteration 87Q: 3 clusters Score -1206715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -1206718.500000 Penalty: 3286.031982
	Iteration 88Q: 3 clusters Score -1206718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -1206724.000000 Penalty: 3286.031982
	Iteration 89Q: 3 clusters Score -1206724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -1206727.125000 Penalty: 3286.031982
	Iteration 90Q: 3 clusters Score -1206727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -1206728.250000 Penalty: 3286.031982
	Iteration 91Q: 3 clusters Score -1206728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -1206732.250000 Penalty: 3286.031982
	Iteration 92Q: 3 clusters Score -1206732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1206734.375000 Penalty: 3286.031982
	Iteration 93Q: 3 clusters Score -1206734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -1206736.125000 Penalty: 3286.031982
	Iteration 94Q: 3 clusters Score -1206736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -1206735.000000 Penalty: 3286.031982
	Iteration 95Q: 3 clusters Score -1206735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -1206735.000000 Penalty: 3286.031982
	Iteration 96F: 3 clusters Score -1206735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Entering Unmasked Estep 
Score: -512560.093750 Penalty: 1496.582886
	Iteration 0F: 2 clusters Score -512560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -505415.562500 Penalty: 2993.165771
	Iteration 0F: 3 clusters Score -505415.6 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -507664.468750 Penalty: 2993.165771
	Iteration 1F: 3 clusters Score -507664.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -507893.250000 Penalty: 2993.165771
	Iteration 2F: 3 clusters Score -507893.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -508075.218750 Penalty: 2993.165771
	Iteration 3Q: 3 clusters Score -508075.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -508214.375000 Penalty: 2993.165771
	Iteration 4Q: 3 clusters Score -508214.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -508343.406250 Penalty: 2993.165771
	Iteration 5Q: 3 clusters Score -508343.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -508484.187500 Penalty: 2993.165771
	Iteration 6Q: 3 clusters Score -508484.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -508646.843750 Penalty: 2993.165771
	Iteration 7Q: 3 clusters Score -508646.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -508864.906250 Penalty: 2993.165771
	Iteration 8Q: 3 clusters Score -508864.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -509167.781250 Penalty: 2993.165771
	Iteration 9Q: 3 clusters Score -509167.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -509544.843750 Penalty: 2993.165771
	Iteration 10F: 3 clusters Score -509544.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -509969.843750 Penalty: 2993.165771
	Iteration 11F: 3 clusters Score -509969.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -510410.843750 Penalty: 2993.165771
	Iteration 12Q: 3 clusters Score -510410.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -510751.000000 Penalty: 2993.165771
	Iteration 13Q: 3 clusters Score -510751 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -510940.875000 Penalty: 2993.165771
	Iteration 14Q: 3 clusters Score -510940.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -511037.687500 Penalty: 2993.165771
	Iteration 15Q: 3 clusters Score -511037.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -511100.062500 Penalty: 2993.165771
	Iteration 16Q: 3 clusters Score -511100.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -511141.718750 Penalty: 2993.165771
	Iteration 17Q: 3 clusters Score -511141.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -511165.437500 Penalty: 2993.165771
	Iteration 18Q: 3 clusters Score -511165.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -511180.750000 Penalty: 2993.165771
	Iteration 19Q: 3 clusters Score -511180.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -511187.406250 Penalty: 2993.165771
	Iteration 20F: 3 clusters Score -511187.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -511192.937500 Penalty: 2993.165771
	Iteration 21Q: 3 clusters Score -511192.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -511200.218750 Penalty: 2993.165771
	Iteration 22Q: 3 clusters Score -511200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -511203.593750 Penalty: 2993.165771
	Iteration 23Q: 3 clusters Score -511203.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -511208.500000 Penalty: 2993.165771
	Iteration 24Q: 3 clusters Score -511208.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -511214.750000 Penalty: 2993.165771
	Iteration 25Q: 3 clusters Score -511214.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -511219.375000 Penalty: 2993.165771
	Iteration 26Q: 3 clusters Score -511219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -511226.625000 Penalty: 2993.165771
	Iteration 27Q: 3 clusters Score -511226.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -511232.687500 Penalty: 2993.165771
	Iteration 28Q: 3 clusters Score -511232.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -511238.218750 Penalty: 2993.165771
	Iteration 29Q: 3 clusters Score -511238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -511240.500000 Penalty: 2993.165771
	Iteration 30Q: 3 clusters Score -511240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -511242.968750 Penalty: 2993.165771
	Iteration 31Q: 3 clusters Score -511243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -511243.531250 Penalty: 2993.165771
	Iteration 32Q: 3 clusters Score -511243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -511246.312500 Penalty: 2993.165771
	Iteration 33Q: 3 clusters Score -511246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -511250.187500 Penalty: 2993.165771
	Iteration 34Q: 3 clusters Score -511250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -511252.125000 Penalty: 2993.165771
	Iteration 35Q: 3 clusters Score -511252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -511254.968750 Penalty: 2993.165771
	Iteration 36Q: 3 clusters Score -511255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -511256.625000 Penalty: 2993.165771
	Iteration 37Q: 3 clusters Score -511256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -511257.687500 Penalty: 2993.165771
	Iteration 38Q: 3 clusters Score -511257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -511260.500000 Penalty: 2993.165771
	Iteration 39Q: 3 clusters Score -511260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -511260.718750 Penalty: 2993.165771
	Iteration 40F: 3 clusters Score -511260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -511260.093750 Penalty: 2993.165771
	Iteration 41Q: 3 clusters Score -511260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -511260.843750 Penalty: 2993.165771
	Iteration 42Q: 3 clusters Score -511260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -511262.625000 Penalty: 2993.165771
	Iteration 43Q: 3 clusters Score -511262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -511262.875000 Penalty: 2993.165771
	Iteration 44Q: 3 clusters Score -511262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -511266.093750 Penalty: 2993.165771
	Iteration 45Q: 3 clusters Score -511266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -511267.468750 Penalty: 2993.165771
	Iteration 46Q: 3 clusters Score -511267.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -511269.656250 Penalty: 2993.165771
	Iteration 47Q: 3 clusters Score -511269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -511270.906250 Penalty: 2993.165771
	Iteration 48Q: 3 clusters Score -511270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -511271.375000 Penalty: 2993.165771
	Iteration 49Q: 3 clusters Score -511271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -511271.406250 Penalty: 2993.165771
	Iteration 50Q: 3 clusters Score -511271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -511271.406250 Penalty: 2993.165771
	Iteration 51F: 3 clusters Score -511271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -89614.312500 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -89614.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -87615.250000 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -87615.25 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -88027.570312 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -88027.57 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -88117.437500 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -88117.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -88167.789062 Penalty: 2445.482422
	Iteration 3Q: 3 clusters Score -88167.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -88194.265625 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -88194.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -88209.921875 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -88209.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -88226.562500 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -88226.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -88236.726562 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -88236.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88240.335938 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -88240.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -88243.671875 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -88243.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88248.320312 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -88248.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -88251.226562 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -88251.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -88254.234375 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -88254.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88255.750000 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -88255.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88257.109375 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -88257.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88257.109375 Penalty: 2445.482422
	Iteration 15F: 3 clusters Score -88257.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -190199.140625 Penalty: 1345.533081
	Iteration 0F: 2 clusters Score -190199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -186816.328125 Penalty: 2691.066162
	Iteration 0F: 3 clusters Score -186816.3 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -187740.125000 Penalty: 2691.066162
	Iteration 1F: 3 clusters Score -187740.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -187897.921875 Penalty: 2691.066162
	Iteration 2F: 3 clusters Score -187897.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -187995.078125 Penalty: 2691.066162
	Iteration 3F: 3 clusters Score -187995.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -188065.687500 Penalty: 2691.066162
	Iteration 4Q: 3 clusters Score -188065.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -188110.781250 Penalty: 2691.066162
	Iteration 5Q: 3 clusters Score -188110.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -188157.437500 Penalty: 2691.066162
	Iteration 6Q: 3 clusters Score -188157.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -188191.671875 Penalty: 2691.066162
	Iteration 7Q: 3 clusters Score -188191.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -188218.546875 Penalty: 2691.066162
	Iteration 8Q: 3 clusters Score -188218.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -188244.906250 Penalty: 2691.066162
	Iteration 9Q: 3 clusters Score -188244.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -188264.625000 Penalty: 2691.066162
	Iteration 10Q: 3 clusters Score -188264.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -188286.328125 Penalty: 2691.066162
	Iteration 11Q: 3 clusters Score -188286.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -188311.375000 Penalty: 2691.066162
	Iteration 12Q: 3 clusters Score -188311.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -188341.187500 Penalty: 2691.066162
	Iteration 13Q: 3 clusters Score -188341.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -188370.843750 Penalty: 2691.066162
	Iteration 14Q: 3 clusters Score -188370.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -188403.828125 Penalty: 2691.066162
	Iteration 15Q: 3 clusters Score -188403.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -188455.781250 Penalty: 2691.066162
	Iteration 16Q: 3 clusters Score -188455.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -188509.750000 Penalty: 2691.066162
	Iteration 17Q: 3 clusters Score -188509.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -188560.578125 Penalty: 2691.066162
	Iteration 18Q: 3 clusters Score -188560.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -188614.968750 Penalty: 2691.066162
	Iteration 19Q: 3 clusters Score -188615 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -188673.406250 Penalty: 2691.066162
	Iteration 20F: 3 clusters Score -188673.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -188740.156250 Penalty: 2691.066162
	Iteration 21Q: 3 clusters Score -188740.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -188811.093750 Penalty: 2691.066162
	Iteration 22Q: 3 clusters Score -188811.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -188888.796875 Penalty: 2691.066162
	Iteration 23Q: 3 clusters Score -188888.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -188947.203125 Penalty: 2691.066162
	Iteration 24Q: 3 clusters Score -188947.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -189000.359375 Penalty: 2691.066162
	Iteration 25Q: 3 clusters Score -189000.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -189044.968750 Penalty: 2691.066162
	Iteration 26Q: 3 clusters Score -189045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -189081.046875 Penalty: 2691.066162
	Iteration 27Q: 3 clusters Score -189081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -189098.421875 Penalty: 2691.066162
	Iteration 28Q: 3 clusters Score -189098.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -189116.093750 Penalty: 2691.066162
	Iteration 29Q: 3 clusters Score -189116.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -189125.218750 Penalty: 2691.066162
	Iteration 30Q: 3 clusters Score -189125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -189131.203125 Penalty: 2691.066162
	Iteration 31Q: 3 clusters Score -189131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -189134.484375 Penalty: 2691.066162
	Iteration 32Q: 3 clusters Score -189134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -189138.109375 Penalty: 2691.066162
	Iteration 33Q: 3 clusters Score -189138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -189140.890625 Penalty: 2691.066162
	Iteration 34Q: 3 clusters Score -189140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -189144.859375 Penalty: 2691.066162
	Iteration 35Q: 3 clusters Score -189144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -189150.250000 Penalty: 2691.066162
	Iteration 36Q: 3 clusters Score -189150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -189153.000000 Penalty: 2691.066162
	Iteration 37Q: 3 clusters Score -189153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -189156.875000 Penalty: 2691.066162
	Iteration 38Q: 3 clusters Score -189156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -189161.421875 Penalty: 2691.066162
	Iteration 39Q: 3 clusters Score -189161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -189165.953125 Penalty: 2691.066162
	Iteration 40F: 3 clusters Score -189166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 8885 members 
Mstep: Class 4 contains 13417 members 
Mstep: Class 5 contains 25313 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 7767 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 68940 members 
Mstep: Class 10 contains 470133 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 18807 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 9994 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 18 clusters Score -3.751103e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 13272 members 
Mstep: Class 5 contains 24705 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 8103 members 
Mstep: Class 8 contains 1326 members 
Mstep: Class 9 contains 69131 members 
Mstep: Class 10 contains 475891 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 18460 members 
Mstep: Class 13 contains 117087 members 
Mstep: Class 15 contains 24435 members 
Mstep: Class 16 contains 9889 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 3934 members 
Entering Unmasked Estep 
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Iteration 80F: 18 clusters Score -3.75133e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 8507 members 
Mstep: Class 4 contains 13109 members 
Mstep: Class 5 contains 24043 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 9 contains 69196 members 
Mstep: Class 10 contains 481536 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 13 contains 112820 members 
Mstep: Class 15 contains 24218 members 
Mstep: Class 16 contains 9775 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 18 clusters Score -3.751586e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 6393 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 12975 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 8776 members 
Mstep: Class 8 contains 1321 members 
Mstep: Class 9 contains 69202 members 
Mstep: Class 10 contains 487025 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 17709 members 
Mstep: Class 13 contains 108892 members 
Mstep: Class 15 contains 24000 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 3902 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -3.75175e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 7890 members 
Mstep: Class 4 contains 12836 members 
Mstep: Class 5 contains 22577 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 69154 members 
Mstep: Class 10 contains 492331 members 
Mstep: Class 11 contains 4783 members 
Mstep: Class 12 contains 17337 members 
Mstep: Class 13 contains 105283 members 
Mstep: Class 15 contains 23721 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 3887 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -3.751928e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 7587 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 21778 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 9209 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 69069 members 
Mstep: Class 10 contains 497578 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 16951 members 
Mstep: Class 13 contains 102046 members 
Mstep: Class 15 contains 23402 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 3873 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -3.752064e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 6227 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 20917 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 9339 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 68904 members 
Mstep: Class 10 contains 502684 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 99142 members 
Mstep: Class 15 contains 23031 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 3862 members 
Entering Unmasked Estep 
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Iteration 85Q: 18 clusters Score -3.752183e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 6173 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 12335 members 
Mstep: Class 5 contains 20047 members 
Mstep: Class 6 contains 1859 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 68633 members 
Mstep: Class 10 contains 507603 members 
Mstep: Class 11 contains 5154 members 
Mstep: Class 12 contains 16228 members 
Mstep: Class 13 contains 96607 members 
Mstep: Class 15 contains 22597 members 
Mstep: Class 16 contains 9189 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 3854 members 
Entering Unmasked Estep 
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Iteration 86Q: 18 clusters Score -3.752297e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 6751 members 
Mstep: Class 4 contains 12126 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 9529 members 
Mstep: Class 8 contains 1246 members 
Mstep: Class 9 contains 68340 members 
Mstep: Class 10 contains 512226 members 
Mstep: Class 11 contains 5315 members 
Mstep: Class 12 contains 15902 members 
Mstep: Class 13 contains 94307 members 
Mstep: Class 15 contains 22198 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37524268.000000 Penalty: 37573.226562
Iteration 87Q: 18 clusters Score -3.752427e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 18305 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 68000 members 
Mstep: Class 10 contains 516684 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 15590 members 
Mstep: Class 13 contains 92192 members 
Mstep: Class 15 contains 21726 members 
Mstep: Class 16 contains 9012 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 3842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37525464.000000 Penalty: 37573.226562
Iteration 88Q: 18 clusters Score -3.752546e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 17474 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 67587 members 
Mstep: Class 10 contains 520926 members 
Mstep: Class 11 contains 5724 members 
Mstep: Class 12 contains 15292 members 
Mstep: Class 13 contains 90256 members 
Mstep: Class 15 contains 21296 members 
Mstep: Class 16 contains 8941 members 
Mstep: Class 19 contains 1797 members 
Mstep: Class 20 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37526404.000000 Penalty: 37573.226562
Iteration 89Q: 18 clusters Score -3.75264e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 16693 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 7 contains 9667 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 67168 members 
Mstep: Class 10 contains 525009 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 14929 members 
Mstep: Class 13 contains 88503 members 
Mstep: Class 15 contains 20869 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527168.000000 Penalty: 37573.226562
Iteration 90Q: 18 clusters Score -3.752717e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 5967 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 11515 members 
Mstep: Class 5 contains 15888 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 9668 members 
Mstep: Class 8 contains 1200 members 
Mstep: Class 9 contains 66710 members 
Mstep: Class 10 contains 528869 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 14597 members 
Mstep: Class 13 contains 86885 members 
Mstep: Class 15 contains 20488 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 3800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37527716.000000 Penalty: 37573.226562
Iteration 91Q: 18 clusters Score -3.752772e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 11377 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 9664 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 66232 members 
Mstep: Class 10 contains 532482 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 14304 members 
Mstep: Class 13 contains 85364 members 
Mstep: Class 15 contains 20121 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528280.000000 Penalty: 37573.226562
Iteration 92Q: 18 clusters Score -3.752828e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 5929 members 
Mstep: Class 3 contains 5623 members 
Mstep: Class 4 contains 11232 members 
Mstep: Class 5 contains 14406 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 9651 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 65748 members 
Mstep: Class 10 contains 535903 members 
Mstep: Class 11 contains 6592 members 
Mstep: Class 12 contains 14013 members 
Mstep: Class 13 contains 83976 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528988.000000 Penalty: 37573.226562
Iteration 93Q: 18 clusters Score -3.752899e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 5897 members 
Mstep: Class 3 contains 5478 members 
Mstep: Class 4 contains 11076 members 
Mstep: Class 5 contains 13746 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 9628 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 65290 members 
Mstep: Class 10 contains 539181 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 82630 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 20 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529644.000000 Penalty: 37573.226562
Iteration 94Q: 18 clusters Score -3.752964e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 5859 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 13108 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 9611 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 64793 members 
Mstep: Class 10 contains 542300 members 
Mstep: Class 11 contains 6976 members 
Mstep: Class 12 contains 13453 members 
Mstep: Class 13 contains 81389 members 
Mstep: Class 15 contains 19151 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37530016.000000 Penalty: 37573.226562
Iteration 95Q: 18 clusters Score -3.753002e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 5839 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 10791 members 
Mstep: Class 5 contains 12554 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 9585 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 64313 members 
Mstep: Class 10 contains 545151 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 13194 members 
Mstep: Class 13 contains 80263 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 18 clusters Score -3.753028e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 5821 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 1959 members 
Mstep: Class 7 contains 9549 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 63871 members 
Mstep: Class 10 contains 547834 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 12973 members 
Mstep: Class 13 contains 79242 members 
Mstep: Class 15 contains 18598 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 20 contains 3757 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -3.753062e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 10580 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 9500 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 63433 members 
Mstep: Class 10 contains 550353 members 
Mstep: Class 11 contains 7397 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 13 contains 78298 members 
Mstep: Class 15 contains 18344 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 3760 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -3.7531e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 10505 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 63036 members 
Mstep: Class 10 contains 552645 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 12614 members 
Mstep: Class 13 contains 77440 members 
Mstep: Class 15 contains 18110 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 3752 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -3.753114e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 4967 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 62637 members 
Mstep: Class 10 contains 554790 members 
Mstep: Class 11 contains 7594 members 
Mstep: Class 12 contains 12429 members 
Mstep: Class 13 contains 76674 members 
Mstep: Class 15 contains 17880 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3754 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -3.753148e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 10368 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 9345 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 62254 members 
Mstep: Class 10 contains 556622 members 
Mstep: Class 11 contains 7765 members 
Mstep: Class 12 contains 12259 members 
Mstep: Class 13 contains 75986 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3751 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -3.753175e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 4916 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 9775 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 61864 members 
Mstep: Class 10 contains 558372 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 12082 members 
Mstep: Class 13 contains 75324 members 
Mstep: Class 15 contains 17478 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3747 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -3.753218e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 4898 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 5 contains 9409 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 61498 members 
Mstep: Class 10 contains 560069 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 13 contains 74660 members 
Mstep: Class 15 contains 17294 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37532440.000000 Penalty: 37573.226562
Iteration 103Q: 18 clusters Score -3.753244e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 5 contains 9032 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 61160 members 
Mstep: Class 10 contains 561672 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 74032 members 
Mstep: Class 15 contains 17118 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37532664.000000 Penalty: 37573.226562
Iteration 104Q: 18 clusters Score -3.753266e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 4879 members 
Mstep: Class 4 contains 10165 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 60834 members 
Mstep: Class 10 contains 563169 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 11626 members 
Mstep: Class 13 contains 73426 members 
Mstep: Class 15 contains 16951 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37532864.000000 Penalty: 37573.226562
Iteration 105Q: 18 clusters Score -3.753286e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 4862 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 8407 members 
Mstep: Class 6 contains 1963 members 
Mstep: Class 7 contains 9193 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 60534 members 
Mstep: Class 10 contains 564555 members 
Mstep: Class 11 contains 8582 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 72848 members 
Mstep: Class 15 contains 16808 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533012.000000 Penalty: 37573.226562
Iteration 106Q: 18 clusters Score -3.753301e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 10067 members 
Mstep: Class 5 contains 8131 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 9177 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 60265 members 
Mstep: Class 10 contains 565894 members 
Mstep: Class 11 contains 8718 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 72271 members 
Mstep: Class 15 contains 16663 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533076.000000 Penalty: 37573.226562
Iteration 107Q: 18 clusters Score -3.753308e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 10016 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 9158 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 60015 members 
Mstep: Class 10 contains 567123 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 11288 members 
Mstep: Class 13 contains 71763 members 
Mstep: Class 15 contains 16528 members 
Mstep: Class 16 contains 8761 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533244.000000 Penalty: 37573.226562
Iteration 108Q: 18 clusters Score -3.753324e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 9978 members 
Mstep: Class 5 contains 7610 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 9140 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 59771 members 
Mstep: Class 10 contains 568259 members 
Mstep: Class 11 contains 8971 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 71256 members 
Mstep: Class 15 contains 16409 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533448.000000 Penalty: 37573.226562
Iteration 109Q: 18 clusters Score -3.753345e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 9936 members 
Mstep: Class 5 contains 7368 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 9120 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 59553 members 
Mstep: Class 10 contains 569295 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 11125 members 
Mstep: Class 13 contains 70805 members 
Mstep: Class 15 contains 16297 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533680.000000 Penalty: 37573.226562
Iteration 110Q: 18 clusters Score -3.753368e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 5782 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 9891 members 
Mstep: Class 5 contains 7161 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 9110 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 59363 members 
Mstep: Class 10 contains 570256 members 
Mstep: Class 11 contains 9212 members 
Mstep: Class 12 contains 11049 members 
Mstep: Class 13 contains 70357 members 
Mstep: Class 15 contains 16182 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533800.000000 Penalty: 37573.226562
Iteration 111Q: 18 clusters Score -3.75338e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 9102 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 59183 members 
Mstep: Class 10 contains 571195 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 69925 members 
Mstep: Class 15 contains 16081 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533916.000000 Penalty: 37573.226562
Iteration 112Q: 18 clusters Score -3.753392e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 5790 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 9089 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 59006 members 
Mstep: Class 10 contains 572036 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 69519 members 
Mstep: Class 15 contains 16006 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534000.000000 Penalty: 37573.226562
Iteration 113Q: 18 clusters Score -3.7534e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 9798 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 9071 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 58816 members 
Mstep: Class 10 contains 572798 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 10761 members 
Mstep: Class 13 contains 69176 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534084.000000 Penalty: 37573.226562
Iteration 114Q: 18 clusters Score -3.753408e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 5806 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 9755 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 9045 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 58621 members 
Mstep: Class 10 contains 573528 members 
Mstep: Class 11 contains 9726 members 
Mstep: Class 12 contains 10673 members 
Mstep: Class 13 contains 68842 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 16 contains 8848 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534236.000000 Penalty: 37573.226562
Iteration 115Q: 18 clusters Score -3.753424e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 5816 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 6378 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 58430 members 
Mstep: Class 10 contains 574187 members 
Mstep: Class 11 contains 9840 members 
Mstep: Class 12 contains 10591 members 
Mstep: Class 13 contains 68556 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534328.000000 Penalty: 37573.226562
Iteration 116Q: 18 clusters Score -3.753433e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 5823 members 
Mstep: Class 3 contains 4762 members 
Mstep: Class 4 contains 9662 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 58251 members 
Mstep: Class 10 contains 574822 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 68279 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534388.000000 Penalty: 37573.226562
Iteration 117Q: 18 clusters Score -3.753439e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 5830 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 1972 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 58097 members 
Mstep: Class 10 contains 575408 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 68011 members 
Mstep: Class 15 contains 15782 members 
Mstep: Class 16 contains 8872 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534316.000000 Penalty: 37573.226562
Iteration 118Q: 18 clusters Score -3.753432e+07 nChanged 962
Entering ConstructFrom: 
Score: -37534316.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (16519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Entering Unmasked Estep 
Score: -761570.937500 Penalty: 1578.243408
	Iteration 0F: 2 clusters Score -761570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -750247.375000 Penalty: 3156.486816
	Iteration 0F: 3 clusters Score -750247.4 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -754154.187500 Penalty: 3156.486816
	Iteration 1F: 3 clusters Score -754154.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -754493.750000 Penalty: 3156.486816
	Iteration 2F: 3 clusters Score -754493.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -754835.812500 Penalty: 3156.486816
	Iteration 3Q: 3 clusters Score -754835.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -755226.437500 Penalty: 3156.486816
	Iteration 4Q: 3 clusters Score -755226.4 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -755672.687500 Penalty: 3156.486816
	Iteration 5Q: 3 clusters Score -755672.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -756137.562500 Penalty: 3156.486816
	Iteration 6Q: 3 clusters Score -756137.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -756551.250000 Penalty: 3156.486816
	Iteration 7Q: 3 clusters Score -756551.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -756863.875000 Penalty: 3156.486816
	Iteration 8Q: 3 clusters Score -756863.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -757131.062500 Penalty: 3156.486816
	Iteration 9Q: 3 clusters Score -757131.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -757338.125000 Penalty: 3156.486816
	Iteration 10Q: 3 clusters Score -757338.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -757524.375000 Penalty: 3156.486816
	Iteration 11Q: 3 clusters Score -757524.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -757687.937500 Penalty: 3156.486816
	Iteration 12Q: 3 clusters Score -757687.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -757860.062500 Penalty: 3156.486816
	Iteration 13Q: 3 clusters Score -757860.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -758014.562500 Penalty: 3156.486816
	Iteration 14Q: 3 clusters Score -758014.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -758183.500000 Penalty: 3156.486816
	Iteration 15Q: 3 clusters Score -758183.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -758366.250000 Penalty: 3156.486816
	Iteration 16Q: 3 clusters Score -758366.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -758570.312500 Penalty: 3156.486816
	Iteration 17Q: 3 clusters Score -758570.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -758860.125000 Penalty: 3156.486816
	Iteration 18Q: 3 clusters Score -758860.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -759229.125000 Penalty: 3156.486816
	Iteration 19Q: 3 clusters Score -759229.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -759542.375000 Penalty: 3156.486816
	Iteration 20F: 3 clusters Score -759542.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -759695.062500 Penalty: 3156.486816
	Iteration 21Q: 3 clusters Score -759695.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -759807.687500 Penalty: 3156.486816
	Iteration 22Q: 3 clusters Score -759807.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -759918.187500 Penalty: 3156.486816
	Iteration 23Q: 3 clusters Score -759918.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -760013.250000 Penalty: 3156.486816
	Iteration 24Q: 3 clusters Score -760013.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -760088.937500 Penalty: 3156.486816
	Iteration 25Q: 3 clusters Score -760088.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -760153.625000 Penalty: 3156.486816
	Iteration 26Q: 3 clusters Score -760153.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -760221.125000 Penalty: 3156.486816
	Iteration 27Q: 3 clusters Score -760221.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -760264.750000 Penalty: 3156.486816
	Iteration 28Q: 3 clusters Score -760264.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -760312.500000 Penalty: 3156.486816
	Iteration 29Q: 3 clusters Score -760312.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -760357.312500 Penalty: 3156.486816
	Iteration 30Q: 3 clusters Score -760357.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -760403.000000 Penalty: 3156.486816
	Iteration 31Q: 3 clusters Score -760403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -760449.000000 Penalty: 3156.486816
	Iteration 32Q: 3 clusters Score -760449 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -760481.750000 Penalty: 3156.486816
	Iteration 33Q: 3 clusters Score -760481.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -760507.125000 Penalty: 3156.486816
	Iteration 34Q: 3 clusters Score -760507.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -760537.062500 Penalty: 3156.486816
	Iteration 35Q: 3 clusters Score -760537.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -760568.750000 Penalty: 3156.486816
	Iteration 36Q: 3 clusters Score -760568.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -760593.562500 Penalty: 3156.486816
	Iteration 37Q: 3 clusters Score -760593.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -760618.500000 Penalty: 3156.486816
	Iteration 38Q: 3 clusters Score -760618.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -760642.750000 Penalty: 3156.486816
	Iteration 39Q: 3 clusters Score -760642.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -760669.500000 Penalty: 3156.486816
	Iteration 40F: 3 clusters Score -760669.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -760682.625000 Penalty: 3156.486816
	Iteration 41Q: 3 clusters Score -760682.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -760695.937500 Penalty: 3156.486816
	Iteration 42Q: 3 clusters Score -760695.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -760704.875000 Penalty: 3156.486816
	Iteration 43Q: 3 clusters Score -760704.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -760715.812500 Penalty: 3156.486816
	Iteration 44Q: 3 clusters Score -760715.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -760723.625000 Penalty: 3156.486816
	Iteration 45Q: 3 clusters Score -760723.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -760728.000000 Penalty: 3156.486816
	Iteration 46Q: 3 clusters Score -760728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -760736.187500 Penalty: 3156.486816
	Iteration 47Q: 3 clusters Score -760736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -760739.000000 Penalty: 3156.486816
	Iteration 48Q: 3 clusters Score -760739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -760742.437500 Penalty: 3156.486816
	Iteration 49Q: 3 clusters Score -760742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -760742.375000 Penalty: 3156.486816
	Iteration 50Q: 3 clusters Score -760742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -760741.312500 Penalty: 3156.486816
	Iteration 51Q: 3 clusters Score -760741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -760741.125000 Penalty: 3156.486816
	Iteration 52Q: 3 clusters Score -760741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -760743.437500 Penalty: 3156.486816
	Iteration 53Q: 3 clusters Score -760743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -760740.375000 Penalty: 3156.486816
	Iteration 54Q: 3 clusters Score -760740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -760741.500000 Penalty: 3156.486816
	Iteration 55Q: 3 clusters Score -760741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -760741.812500 Penalty: 3156.486816
	Iteration 56Q: 3 clusters Score -760741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -760743.937500 Penalty: 3156.486816
	Iteration 57Q: 3 clusters Score -760743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -760743.250000 Penalty: 3156.486816
	Iteration 58Q: 3 clusters Score -760743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -760745.750000 Penalty: 3156.486816
	Iteration 59Q: 3 clusters Score -760745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -760747.750000 Penalty: 3156.486816
	Iteration 60F: 3 clusters Score -760747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -760749.375000 Penalty: 3156.486816
	Iteration 61Q: 3 clusters Score -760749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -760751.562500 Penalty: 3156.486816
	Iteration 62Q: 3 clusters Score -760751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -760751.375000 Penalty: 3156.486816
	Iteration 63Q: 3 clusters Score -760751.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -760751.187500 Penalty: 3156.486816
	Iteration 64Q: 3 clusters Score -760751.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -760749.937500 Penalty: 3156.486816
	Iteration 65Q: 3 clusters Score -760749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -760752.812500 Penalty: 3156.486816
	Iteration 66Q: 3 clusters Score -760752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -760753.062500 Penalty: 3156.486816
	Iteration 67Q: 3 clusters Score -760753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -760752.187500 Penalty: 3156.486816
	Iteration 68Q: 3 clusters Score -760752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -760750.875000 Penalty: 3156.486816
	Iteration 69Q: 3 clusters Score -760750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -760751.937500 Penalty: 3156.486816
	Iteration 70Q: 3 clusters Score -760751.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -760751.937500 Penalty: 3156.486816
	Iteration 71F: 3 clusters Score -760751.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -286049.062500 Penalty: 1409.111938
	Iteration 0F: 2 clusters Score -286049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -281558.500000 Penalty: 2818.223877
	Iteration 0F: 3 clusters Score -281558.5 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -282834.781250 Penalty: 2818.223877
	Iteration 1F: 3 clusters Score -282834.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -283008.125000 Penalty: 2818.223877
	Iteration 2F: 3 clusters Score -283008.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -283144.437500 Penalty: 2818.223877
	Iteration 3F: 3 clusters Score -283144.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -283258.000000 Penalty: 2818.223877
	Iteration 4Q: 3 clusters Score -283258 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -283382.437500 Penalty: 2818.223877
	Iteration 5Q: 3 clusters Score -283382.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -283515.312500 Penalty: 2818.223877
	Iteration 6Q: 3 clusters Score -283515.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -283654.281250 Penalty: 2818.223877
	Iteration 7Q: 3 clusters Score -283654.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -283823.062500 Penalty: 2818.223877
	Iteration 8Q: 3 clusters Score -283823.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -283968.375000 Penalty: 2818.223877
	Iteration 9Q: 3 clusters Score -283968.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -284100.718750 Penalty: 2818.223877
	Iteration 10Q: 3 clusters Score -284100.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284235.312500 Penalty: 2818.223877
	Iteration 11Q: 3 clusters Score -284235.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -284366.531250 Penalty: 2818.223877
	Iteration 12Q: 3 clusters Score -284366.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284483.312500 Penalty: 2818.223877
	Iteration 13Q: 3 clusters Score -284483.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -284557.156250 Penalty: 2818.223877
	Iteration 14Q: 3 clusters Score -284557.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -284600.000000 Penalty: 2818.223877
	Iteration 15Q: 3 clusters Score -284600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -284641.437500 Penalty: 2818.223877
	Iteration 16Q: 3 clusters Score -284641.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -284677.937500 Penalty: 2818.223877
	Iteration 17Q: 3 clusters Score -284677.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -284709.156250 Penalty: 2818.223877
	Iteration 18Q: 3 clusters Score -284709.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -284731.125000 Penalty: 2818.223877
	Iteration 19Q: 3 clusters Score -284731.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -284754.656250 Penalty: 2818.223877
	Iteration 20F: 3 clusters Score -284754.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -284773.718750 Penalty: 2818.223877
	Iteration 21Q: 3 clusters Score -284773.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -284786.812500 Penalty: 2818.223877
	Iteration 22Q: 3 clusters Score -284786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -284792.812500 Penalty: 2818.223877
	Iteration 23Q: 3 clusters Score -284792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -284800.593750 Penalty: 2818.223877
	Iteration 24Q: 3 clusters Score -284800.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -284807.187500 Penalty: 2818.223877
	Iteration 25Q: 3 clusters Score -284807.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -284811.875000 Penalty: 2818.223877
	Iteration 26Q: 3 clusters Score -284811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -284814.843750 Penalty: 2818.223877
	Iteration 27Q: 3 clusters Score -284814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -284816.750000 Penalty: 2818.223877
	Iteration 28Q: 3 clusters Score -284816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -284819.218750 Penalty: 2818.223877
	Iteration 29Q: 3 clusters Score -284819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -284823.750000 Penalty: 2818.223877
	Iteration 30Q: 3 clusters Score -284823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -284830.843750 Penalty: 2818.223877
	Iteration 31Q: 3 clusters Score -284830.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -284840.375000 Penalty: 2818.223877
	Iteration 32Q: 3 clusters Score -284840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -284845.656250 Penalty: 2818.223877
	Iteration 33Q: 3 clusters Score -284845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -284848.093750 Penalty: 2818.223877
	Iteration 34Q: 3 clusters Score -284848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -284851.375000 Penalty: 2818.223877
	Iteration 35Q: 3 clusters Score -284851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -284851.687500 Penalty: 2818.223877
	Iteration 36Q: 3 clusters Score -284851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -284852.218750 Penalty: 2818.223877
	Iteration 37Q: 3 clusters Score -284852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -284855.000000 Penalty: 2818.223877
	Iteration 38Q: 3 clusters Score -284855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -284855.937500 Penalty: 2818.223877
	Iteration 39Q: 3 clusters Score -284855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -284857.281250 Penalty: 2818.223877
	Iteration 40F: 3 clusters Score -284857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -284859.875000 Penalty: 2818.223877
	Iteration 41Q: 3 clusters Score -284859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -284861.125000 Penalty: 2818.223877
	Iteration 42Q: 3 clusters Score -284861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -284861.125000 Penalty: 2818.223877
	Iteration 43F: 3 clusters Score -284861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -246254.437500 Penalty: 1376.152832
	Iteration 0F: 2 clusters Score -246254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -242371.109375 Penalty: 2752.305664
	Iteration 0F: 3 clusters Score -242371.1 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -243438.156250 Penalty: 2752.305664
	Iteration 1F: 3 clusters Score -243438.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -243605.828125 Penalty: 2752.305664
	Iteration 2F: 3 clusters Score -243605.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -243696.437500 Penalty: 2752.305664
	Iteration 3Q: 3 clusters Score -243696.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -243770.078125 Penalty: 2752.305664
	Iteration 4Q: 3 clusters Score -243770.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -243821.671875 Penalty: 2752.305664
	Iteration 5Q: 3 clusters Score -243821.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -243864.765625 Penalty: 2752.305664
	Iteration 6Q: 3 clusters Score -243864.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -243901.781250 Penalty: 2752.305664
	Iteration 7Q: 3 clusters Score -243901.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -243946.640625 Penalty: 2752.305664
	Iteration 8Q: 3 clusters Score -243946.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -243993.750000 Penalty: 2752.305664
	Iteration 9Q: 3 clusters Score -243993.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -244040.578125 Penalty: 2752.305664
	Iteration 10Q: 3 clusters Score -244040.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -244089.609375 Penalty: 2752.305664
	Iteration 11Q: 3 clusters Score -244089.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -244143.062500 Penalty: 2752.305664
	Iteration 12Q: 3 clusters Score -244143.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -244205.359375 Penalty: 2752.305664
	Iteration 13Q: 3 clusters Score -244205.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -244290.281250 Penalty: 2752.305664
	Iteration 14Q: 3 clusters Score -244290.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -244383.390625 Penalty: 2752.305664
	Iteration 15Q: 3 clusters Score -244383.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -244475.500000 Penalty: 2752.305664
	Iteration 16Q: 3 clusters Score -244475.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -244563.000000 Penalty: 2752.305664
	Iteration 17Q: 3 clusters Score -244563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -244638.625000 Penalty: 2752.305664
	Iteration 18Q: 3 clusters Score -244638.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -244724.156250 Penalty: 2752.305664
	Iteration 19Q: 3 clusters Score -244724.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -244797.515625 Penalty: 2752.305664
	Iteration 20F: 3 clusters Score -244797.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -244863.828125 Penalty: 2752.305664
	Iteration 21Q: 3 clusters Score -244863.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -244922.421875 Penalty: 2752.305664
	Iteration 22Q: 3 clusters Score -244922.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -244957.984375 Penalty: 2752.305664
	Iteration 23Q: 3 clusters Score -244958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -244976.328125 Penalty: 2752.305664
	Iteration 24Q: 3 clusters Score -244976.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -244993.921875 Penalty: 2752.305664
	Iteration 25Q: 3 clusters Score -244993.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -245008.703125 Penalty: 2752.305664
	Iteration 26Q: 3 clusters Score -245008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -245023.546875 Penalty: 2752.305664
	Iteration 27Q: 3 clusters Score -245023.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -245034.140625 Penalty: 2752.305664
	Iteration 28Q: 3 clusters Score -245034.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -245042.937500 Penalty: 2752.305664
	Iteration 29Q: 3 clusters Score -245042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -245052.875000 Penalty: 2752.305664
	Iteration 30Q: 3 clusters Score -245052.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -245061.265625 Penalty: 2752.305664
	Iteration 31Q: 3 clusters Score -245061.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -245066.828125 Penalty: 2752.305664
	Iteration 32Q: 3 clusters Score -245066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -245071.015625 Penalty: 2752.305664
	Iteration 33Q: 3 clusters Score -245071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -245073.718750 Penalty: 2752.305664
	Iteration 34Q: 3 clusters Score -245073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -245075.421875 Penalty: 2752.305664
	Iteration 35Q: 3 clusters Score -245075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -245076.296875 Penalty: 2752.305664
	Iteration 36Q: 3 clusters Score -245076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -245076.765625 Penalty: 2752.305664
	Iteration 37Q: 3 clusters Score -245076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -245079.109375 Penalty: 2752.305664
	Iteration 38Q: 3 clusters Score -245079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -245079.609375 Penalty: 2752.305664
	Iteration 39Q: 3 clusters Score -245079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -245081.187500 Penalty: 2752.305664
	Iteration 40F: 3 clusters Score -245081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -245081.468750 Penalty: 2752.305664
	Iteration 41Q: 3 clusters Score -245081.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -245081.468750 Penalty: 2752.305664
	Iteration 42F: 3 clusters Score -245081.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Entering Unmasked Estep 
Score: -465321.718750 Penalty: 1490.046753
	Iteration 0F: 2 clusters Score -465321.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -458402.281250 Penalty: 2980.093506
	Iteration 0F: 3 clusters Score -458402.3 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -460593.906250 Penalty: 2980.093506
	Iteration 1F: 3 clusters Score -460593.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -460821.218750 Penalty: 2980.093506
	Iteration 2F: 3 clusters Score -460821.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -460980.125000 Penalty: 2980.093506
	Iteration 3Q: 3 clusters Score -460980.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -461089.500000 Penalty: 2980.093506
	Iteration 4Q: 3 clusters Score -461089.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -461188.125000 Penalty: 2980.093506
	Iteration 5Q: 3 clusters Score -461188.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -461286.875000 Penalty: 2980.093506
	Iteration 6Q: 3 clusters Score -461286.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -461396.187500 Penalty: 2980.093506
	Iteration 7Q: 3 clusters Score -461396.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -461491.531250 Penalty: 2980.093506
	Iteration 8Q: 3 clusters Score -461491.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -461597.625000 Penalty: 2980.093506
	Iteration 9Q: 3 clusters Score -461597.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -461730.218750 Penalty: 2980.093506
	Iteration 10Q: 3 clusters Score -461730.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -461898.218750 Penalty: 2980.093506
	Iteration 11Q: 3 clusters Score -461898.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -462090.031250 Penalty: 2980.093506
	Iteration 12Q: 3 clusters Score -462090 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -462327.343750 Penalty: 2980.093506
	Iteration 13Q: 3 clusters Score -462327.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -462581.687500 Penalty: 2980.093506
	Iteration 14Q: 3 clusters Score -462581.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -462815.468750 Penalty: 2980.093506
	Iteration 15Q: 3 clusters Score -462815.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -462983.281250 Penalty: 2980.093506
	Iteration 16Q: 3 clusters Score -462983.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -463117.218750 Penalty: 2980.093506
	Iteration 17Q: 3 clusters Score -463117.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -463195.375000 Penalty: 2980.093506
	Iteration 18Q: 3 clusters Score -463195.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -463257.843750 Penalty: 2980.093506
	Iteration 19Q: 3 clusters Score -463257.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -463296.937500 Penalty: 2980.093506
	Iteration 20F: 3 clusters Score -463296.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -463336.437500 Penalty: 2980.093506
	Iteration 21Q: 3 clusters Score -463336.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -463375.718750 Penalty: 2980.093506
	Iteration 22Q: 3 clusters Score -463375.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -463416.812500 Penalty: 2980.093506
	Iteration 23Q: 3 clusters Score -463416.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -463447.656250 Penalty: 2980.093506
	Iteration 24Q: 3 clusters Score -463447.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -463479.156250 Penalty: 2980.093506
	Iteration 25Q: 3 clusters Score -463479.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -463519.593750 Penalty: 2980.093506
	Iteration 26Q: 3 clusters Score -463519.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -463556.468750 Penalty: 2980.093506
	Iteration 27Q: 3 clusters Score -463556.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -463601.937500 Penalty: 2980.093506
	Iteration 28Q: 3 clusters Score -463601.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -463647.875000 Penalty: 2980.093506
	Iteration 29Q: 3 clusters Score -463647.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -463698.906250 Penalty: 2980.093506
	Iteration 30Q: 3 clusters Score -463698.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -463746.343750 Penalty: 2980.093506
	Iteration 31Q: 3 clusters Score -463746.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -463776.125000 Penalty: 2980.093506
	Iteration 32Q: 3 clusters Score -463776.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -463801.906250 Penalty: 2980.093506
	Iteration 33Q: 3 clusters Score -463801.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -463813.500000 Penalty: 2980.093506
	Iteration 34Q: 3 clusters Score -463813.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -463821.875000 Penalty: 2980.093506
	Iteration 35Q: 3 clusters Score -463821.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -463831.000000 Penalty: 2980.093506
	Iteration 36Q: 3 clusters Score -463831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -463841.281250 Penalty: 2980.093506
	Iteration 37Q: 3 clusters Score -463841.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -463849.656250 Penalty: 2980.093506
	Iteration 38Q: 3 clusters Score -463849.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -463865.625000 Penalty: 2980.093506
	Iteration 39Q: 3 clusters Score -463865.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -463876.375000 Penalty: 2980.093506
	Iteration 40F: 3 clusters Score -463876.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -463886.156250 Penalty: 2980.093506
	Iteration 41Q: 3 clusters Score -463886.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -463895.656250 Penalty: 2980.093506
	Iteration 42Q: 3 clusters Score -463895.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -463903.906250 Penalty: 2980.093506
	Iteration 43Q: 3 clusters Score -463903.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -463909.343750 Penalty: 2980.093506
	Iteration 44Q: 3 clusters Score -463909.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -463913.562500 Penalty: 2980.093506
	Iteration 45Q: 3 clusters Score -463913.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -463919.031250 Penalty: 2980.093506
	Iteration 46Q: 3 clusters Score -463919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -463924.343750 Penalty: 2980.093506
	Iteration 47Q: 3 clusters Score -463924.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -463928.125000 Penalty: 2980.093506
	Iteration 48Q: 3 clusters Score -463928.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -463929.687500 Penalty: 2980.093506
	Iteration 49Q: 3 clusters Score -463929.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -463932.656250 Penalty: 2980.093506
	Iteration 50Q: 3 clusters Score -463932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -463933.812500 Penalty: 2980.093506
	Iteration 51Q: 3 clusters Score -463933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -463935.687500 Penalty: 2980.093506
	Iteration 52Q: 3 clusters Score -463935.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -463939.343750 Penalty: 2980.093506
	Iteration 53Q: 3 clusters Score -463939.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -463942.781250 Penalty: 2980.093506
	Iteration 54Q: 3 clusters Score -463942.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -463944.781250 Penalty: 2980.093506
	Iteration 55Q: 3 clusters Score -463944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -463946.531250 Penalty: 2980.093506
	Iteration 56Q: 3 clusters Score -463946.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -463949.531250 Penalty: 2980.093506
	Iteration 57Q: 3 clusters Score -463949.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -463951.093750 Penalty: 2980.093506
	Iteration 58Q: 3 clusters Score -463951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -463951.656250 Penalty: 2980.093506
	Iteration 59Q: 3 clusters Score -463951.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -463955.437500 Penalty: 2980.093506
	Iteration 60F: 3 clusters Score -463955.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -463958.093750 Penalty: 2980.093506
	Iteration 61Q: 3 clusters Score -463958.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -463962.968750 Penalty: 2980.093506
	Iteration 62Q: 3 clusters Score -463963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -463964.718750 Penalty: 2980.093506
	Iteration 63Q: 3 clusters Score -463964.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -463969.437500 Penalty: 2980.093506
	Iteration 64Q: 3 clusters Score -463969.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -463973.843750 Penalty: 2980.093506
	Iteration 65Q: 3 clusters Score -463973.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -463977.156250 Penalty: 2980.093506
	Iteration 66Q: 3 clusters Score -463977.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -463983.531250 Penalty: 2980.093506
	Iteration 67Q: 3 clusters Score -463983.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -463985.000000 Penalty: 2980.093506
	Iteration 68Q: 3 clusters Score -463985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -463986.750000 Penalty: 2980.093506
	Iteration 69Q: 3 clusters Score -463986.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -463989.500000 Penalty: 2980.093506
	Iteration 70Q: 3 clusters Score -463989.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -463991.281250 Penalty: 2980.093506
	Iteration 71Q: 3 clusters Score -463991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -463992.906250 Penalty: 2980.093506
	Iteration 72Q: 3 clusters Score -463992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -463992.531250 Penalty: 2980.093506
	Iteration 73Q: 3 clusters Score -463992.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -463996.625000 Penalty: 2980.093506
	Iteration 74Q: 3 clusters Score -463996.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -463998.531250 Penalty: 2980.093506
	Iteration 75Q: 3 clusters Score -463998.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -464001.875000 Penalty: 2980.093506
	Iteration 76Q: 3 clusters Score -464001.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -464003.000000 Penalty: 2980.093506
	Iteration 77Q: 3 clusters Score -464003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -464004.781250 Penalty: 2980.093506
	Iteration 78Q: 3 clusters Score -464004.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -464005.750000 Penalty: 2980.093506
	Iteration 79Q: 3 clusters Score -464005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -464008.843750 Penalty: 2980.093506
	Iteration 80F: 3 clusters Score -464008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -464009.531250 Penalty: 2980.093506
	Iteration 81Q: 3 clusters Score -464009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -464011.156250 Penalty: 2980.093506
	Iteration 82Q: 3 clusters Score -464011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -464013.656250 Penalty: 2980.093506
	Iteration 83Q: 3 clusters Score -464013.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -464014.156250 Penalty: 2980.093506
	Iteration 84Q: 3 clusters Score -464014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -464016.250000 Penalty: 2980.093506
	Iteration 85Q: 3 clusters Score -464016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -464017.312500 Penalty: 2980.093506
	Iteration 86Q: 3 clusters Score -464017.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -464020.343750 Penalty: 2980.093506
	Iteration 87Q: 3 clusters Score -464020.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -464021.125000 Penalty: 2980.093506
	Iteration 88Q: 3 clusters Score -464021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -464024.718750 Penalty: 2980.093506
	Iteration 89Q: 3 clusters Score -464024.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -464025.125000 Penalty: 2980.093506
	Iteration 90Q: 3 clusters Score -464025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -464024.875000 Penalty: 2980.093506
	Iteration 91Q: 3 clusters Score -464024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -464026.250000 Penalty: 2980.093506
	Iteration 92Q: 3 clusters Score -464026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -464026.250000 Penalty: 2980.093506
	Iteration 93Q: 3 clusters Score -464026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -464029.250000 Penalty: 2980.093506
	Iteration 94Q: 3 clusters Score -464029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -464030.343750 Penalty: 2980.093506
	Iteration 95Q: 3 clusters Score -464030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -464030.906250 Penalty: 2980.093506
	Iteration 96Q: 3 clusters Score -464030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -464032.781250 Penalty: 2980.093506
	Iteration 97Q: 3 clusters Score -464032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -464033.125000 Penalty: 2980.093506
	Iteration 98Q: 3 clusters Score -464033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -464033.156250 Penalty: 2980.093506
	Iteration 99Q: 3 clusters Score -464033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -464033.500000 Penalty: 2980.093506
	Iteration 100F: 3 clusters Score -464033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -464033.468750 Penalty: 2980.093506
	Iteration 101Q: 3 clusters Score -464033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -464033.718750 Penalty: 2980.093506
	Iteration 102Q: 3 clusters Score -464033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -464033.718750 Penalty: 2980.093506
	Iteration 103F: 3 clusters Score -464033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Entering Unmasked Estep 
Score: -308651.187500 Penalty: 1414.858521
	Iteration 0F: 2 clusters Score -308651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -303968.343750 Penalty: 2829.717041
	Iteration 0F: 3 clusters Score -303968.3 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -305274.812500 Penalty: 2829.717041
	Iteration 1F: 3 clusters Score -305274.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -305467.531250 Penalty: 2829.717041
	Iteration 2F: 3 clusters Score -305467.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -305613.562500 Penalty: 2829.717041
	Iteration 3F: 3 clusters Score -305613.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -305722.531250 Penalty: 2829.717041
	Iteration 4Q: 3 clusters Score -305722.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -305813.750000 Penalty: 2829.717041
	Iteration 5Q: 3 clusters Score -305813.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -305919.468750 Penalty: 2829.717041
	Iteration 6Q: 3 clusters Score -305919.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -306025.125000 Penalty: 2829.717041
	Iteration 7Q: 3 clusters Score -306025.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -306158.718750 Penalty: 2829.717041
	Iteration 8Q: 3 clusters Score -306158.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -306310.687500 Penalty: 2829.717041
	Iteration 9Q: 3 clusters Score -306310.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -306479.062500 Penalty: 2829.717041
	Iteration 10Q: 3 clusters Score -306479.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -306642.187500 Penalty: 2829.717041
	Iteration 11Q: 3 clusters Score -306642.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -306794.218750 Penalty: 2829.717041
	Iteration 12Q: 3 clusters Score -306794.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -306939.625000 Penalty: 2829.717041
	Iteration 13Q: 3 clusters Score -306939.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -307050.625000 Penalty: 2829.717041
	Iteration 14Q: 3 clusters Score -307050.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -307137.312500 Penalty: 2829.717041
	Iteration 15Q: 3 clusters Score -307137.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -307198.468750 Penalty: 2829.717041
	Iteration 16Q: 3 clusters Score -307198.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -307243.968750 Penalty: 2829.717041
	Iteration 17Q: 3 clusters Score -307244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -307280.531250 Penalty: 2829.717041
	Iteration 18Q: 3 clusters Score -307280.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -307306.906250 Penalty: 2829.717041
	Iteration 19Q: 3 clusters Score -307306.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -307332.968750 Penalty: 2829.717041
	Iteration 20F: 3 clusters Score -307333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -307351.843750 Penalty: 2829.717041
	Iteration 21Q: 3 clusters Score -307351.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -307380.531250 Penalty: 2829.717041
	Iteration 22Q: 3 clusters Score -307380.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -307403.531250 Penalty: 2829.717041
	Iteration 23Q: 3 clusters Score -307403.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -307416.562500 Penalty: 2829.717041
	Iteration 24Q: 3 clusters Score -307416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -307419.000000 Penalty: 2829.717041
	Iteration 25Q: 3 clusters Score -307419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -307423.062500 Penalty: 2829.717041
	Iteration 26Q: 3 clusters Score -307423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -307429.593750 Penalty: 2829.717041
	Iteration 27Q: 3 clusters Score -307429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -307433.125000 Penalty: 2829.717041
	Iteration 28Q: 3 clusters Score -307433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -307437.968750 Penalty: 2829.717041
	Iteration 29Q: 3 clusters Score -307438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -307439.750000 Penalty: 2829.717041
	Iteration 30Q: 3 clusters Score -307439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -307440.125000 Penalty: 2829.717041
	Iteration 31Q: 3 clusters Score -307440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -307441.906250 Penalty: 2829.717041
	Iteration 32Q: 3 clusters Score -307441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -307443.031250 Penalty: 2829.717041
	Iteration 33Q: 3 clusters Score -307443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -307443.031250 Penalty: 2829.717041
	Iteration 34F: 3 clusters Score -307443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -85827.789062 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -85827.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -83774.281250 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -83774.28 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -84175.164062 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -84175.16 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -84266.593750 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -84266.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -84322.992188 Penalty: 2465.875732
	Iteration 3Q: 3 clusters Score -84322.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -84355.367188 Penalty: 2465.875732
	Iteration 4Q: 3 clusters Score -84355.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -84376.718750 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -84376.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -84385.476562 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -84385.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -84391.531250 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -84391.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -84398.554688 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -84398.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -84405.585938 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -84405.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -84424.164062 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -84424.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -84450.101562 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -84450.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -84483.101562 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -84483.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -84524.679688 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -84524.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -84581.593750 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -84581.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -84627.273438 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -84627.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -84672.898438 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -84672.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -84712.906250 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -84712.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -84744.867188 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -84744.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -84770.398438 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -84770.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84795.304688 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -84795.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -84814.882812 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -84814.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -84834.367188 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -84834.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -84850.335938 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -84850.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -84870.375000 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -84870.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -84893.273438 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -84893.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84913.617188 Penalty: 2465.875732
	Iteration 26Q: 3 clusters Score -84913.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -84934.226562 Penalty: 2465.875732
	Iteration 27Q: 3 clusters Score -84934.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -84958.351562 Penalty: 2465.875732
	Iteration 28Q: 3 clusters Score -84958.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -84979.304688 Penalty: 2465.875732
	Iteration 29Q: 3 clusters Score -84979.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -84992.664062 Penalty: 2465.875732
	Iteration 30Q: 3 clusters Score -84992.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -85001.976562 Penalty: 2465.875732
	Iteration 31Q: 3 clusters Score -85001.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -85012.656250 Penalty: 2465.875732
	Iteration 32Q: 3 clusters Score -85012.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -85020.835938 Penalty: 2465.875732
	Iteration 33Q: 3 clusters Score -85020.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85028.710938 Penalty: 2465.875732
	Iteration 34Q: 3 clusters Score -85028.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85042.390625 Penalty: 2465.875732
	Iteration 35Q: 3 clusters Score -85042.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85052.023438 Penalty: 2465.875732
	Iteration 36Q: 3 clusters Score -85052.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85055.945312 Penalty: 2465.875732
	Iteration 37Q: 3 clusters Score -85055.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85061.453125 Penalty: 2465.875732
	Iteration 38Q: 3 clusters Score -85061.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85064.062500 Penalty: 2465.875732
	Iteration 39Q: 3 clusters Score -85064.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85067.664062 Penalty: 2465.875732
	Iteration 40F: 3 clusters Score -85067.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85070.046875 Penalty: 2465.875732
	Iteration 41Q: 3 clusters Score -85070.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -85072.398438 Penalty: 2465.875732
	Iteration 42Q: 3 clusters Score -85072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -85073.320312 Penalty: 2465.875732
	Iteration 43Q: 3 clusters Score -85073.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85075.062500 Penalty: 2465.875732
	Iteration 44Q: 3 clusters Score -85075.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85077.210938 Penalty: 2465.875732
	Iteration 45Q: 3 clusters Score -85077.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -85077.718750 Penalty: 2465.875732
	Iteration 46Q: 3 clusters Score -85077.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -85077.718750 Penalty: 2465.875732
	Iteration 47F: 3 clusters Score -85077.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -439997.593750 Penalty: 1479.197754
	Iteration 0F: 2 clusters Score -439997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -433468.125000 Penalty: 2958.395508
	Iteration 0F: 3 clusters Score -433468.1 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -435604.000000 Penalty: 2958.395508
	Iteration 1F: 3 clusters Score -435604 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -435828.593750 Penalty: 2958.395508
	Iteration 2F: 3 clusters Score -435828.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -436000.125000 Penalty: 2958.395508
	Iteration 3Q: 3 clusters Score -436000.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -436129.468750 Penalty: 2958.395508
	Iteration 4Q: 3 clusters Score -436129.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -436222.437500 Penalty: 2958.395508
	Iteration 5Q: 3 clusters Score -436222.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -436288.625000 Penalty: 2958.395508
	Iteration 6Q: 3 clusters Score -436288.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -436354.000000 Penalty: 2958.395508
	Iteration 7Q: 3 clusters Score -436354 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -436410.781250 Penalty: 2958.395508
	Iteration 8Q: 3 clusters Score -436410.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -436468.562500 Penalty: 2958.395508
	Iteration 9Q: 3 clusters Score -436468.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -436530.906250 Penalty: 2958.395508
	Iteration 10Q: 3 clusters Score -436530.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -436596.687500 Penalty: 2958.395508
	Iteration 11Q: 3 clusters Score -436596.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -436675.937500 Penalty: 2958.395508
	Iteration 12Q: 3 clusters Score -436675.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -436773.093750 Penalty: 2958.395508
	Iteration 13Q: 3 clusters Score -436773.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -436892.718750 Penalty: 2958.395508
	Iteration 14Q: 3 clusters Score -436892.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -437046.031250 Penalty: 2958.395508
	Iteration 15Q: 3 clusters Score -437046 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -437242.750000 Penalty: 2958.395508
	Iteration 16Q: 3 clusters Score -437242.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -437475.812500 Penalty: 2958.395508
	Iteration 17Q: 3 clusters Score -437475.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -437710.968750 Penalty: 2958.395508
	Iteration 18Q: 3 clusters Score -437711 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -437882.843750 Penalty: 2958.395508
	Iteration 19Q: 3 clusters Score -437882.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -438033.593750 Penalty: 2958.395508
	Iteration 20F: 3 clusters Score -438033.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -438172.218750 Penalty: 2958.395508
	Iteration 21Q: 3 clusters Score -438172.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -438309.593750 Penalty: 2958.395508
	Iteration 22Q: 3 clusters Score -438309.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -438456.031250 Penalty: 2958.395508
	Iteration 23Q: 3 clusters Score -438456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -438563.812500 Penalty: 2958.395508
	Iteration 24Q: 3 clusters Score -438563.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -438644.875000 Penalty: 2958.395508
	Iteration 25Q: 3 clusters Score -438644.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -438702.218750 Penalty: 2958.395508
	Iteration 26Q: 3 clusters Score -438702.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -438736.625000 Penalty: 2958.395508
	Iteration 27Q: 3 clusters Score -438736.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -438761.562500 Penalty: 2958.395508
	Iteration 28Q: 3 clusters Score -438761.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -438780.468750 Penalty: 2958.395508
	Iteration 29Q: 3 clusters Score -438780.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -438800.125000 Penalty: 2958.395508
	Iteration 30Q: 3 clusters Score -438800.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -438819.093750 Penalty: 2958.395508
	Iteration 31Q: 3 clusters Score -438819.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -438838.031250 Penalty: 2958.395508
	Iteration 32Q: 3 clusters Score -438838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -438857.937500 Penalty: 2958.395508
	Iteration 33Q: 3 clusters Score -438857.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -438874.843750 Penalty: 2958.395508
	Iteration 34Q: 3 clusters Score -438874.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -438891.468750 Penalty: 2958.395508
	Iteration 35Q: 3 clusters Score -438891.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -438907.406250 Penalty: 2958.395508
	Iteration 36Q: 3 clusters Score -438907.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -438922.687500 Penalty: 2958.395508
	Iteration 37Q: 3 clusters Score -438922.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -438942.437500 Penalty: 2958.395508
	Iteration 38Q: 3 clusters Score -438942.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -438956.625000 Penalty: 2958.395508
	Iteration 39Q: 3 clusters Score -438956.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -438966.250000 Penalty: 2958.395508
	Iteration 40F: 3 clusters Score -438966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -438971.812500 Penalty: 2958.395508
	Iteration 41Q: 3 clusters Score -438971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -438977.312500 Penalty: 2958.395508
	Iteration 42Q: 3 clusters Score -438977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -438981.406250 Penalty: 2958.395508
	Iteration 43Q: 3 clusters Score -438981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -438983.593750 Penalty: 2958.395508
	Iteration 44Q: 3 clusters Score -438983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -438984.875000 Penalty: 2958.395508
	Iteration 45Q: 3 clusters Score -438984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -438984.875000 Penalty: 2958.395508
	Iteration 46F: 3 clusters Score -438984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -50863.566406 Penalty: 1136.663208
	Iteration 0F: 2 clusters Score -50863.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -49328.839844 Penalty: 2273.326416
	Iteration 0F: 3 clusters Score -49328.84 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -49603.664062 Penalty: 2273.326416
	Iteration 1F: 3 clusters Score -49603.66 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49698.023438 Penalty: 2273.326416
	Iteration 2F: 3 clusters Score -49698.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49747.812500 Penalty: 2273.326416
	Iteration 3Q: 3 clusters Score -49747.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -49794.847656 Penalty: 2273.326416
	Iteration 4Q: 3 clusters Score -49794.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49826.382812 Penalty: 2273.326416
	Iteration 5Q: 3 clusters Score -49826.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49839.117188 Penalty: 2273.326416
	Iteration 6Q: 3 clusters Score -49839.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -49852.480469 Penalty: 2273.326416
	Iteration 7Q: 3 clusters Score -49852.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49863.160156 Penalty: 2273.326416
	Iteration 8Q: 3 clusters Score -49863.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49866.167969 Penalty: 2273.326416
	Iteration 9Q: 3 clusters Score -49866.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49871.210938 Penalty: 2273.326416
	Iteration 10Q: 3 clusters Score -49871.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49877.738281 Penalty: 2273.326416
	Iteration 11Q: 3 clusters Score -49877.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49886.156250 Penalty: 2273.326416
	Iteration 12Q: 3 clusters Score -49886.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49891.847656 Penalty: 2273.326416
	Iteration 13Q: 3 clusters Score -49891.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49894.464844 Penalty: 2273.326416
	Iteration 14Q: 3 clusters Score -49894.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49897.250000 Penalty: 2273.326416
	Iteration 15Q: 3 clusters Score -49897.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49898.800781 Penalty: 2273.326416
	Iteration 16Q: 3 clusters Score -49898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49901.523438 Penalty: 2273.326416
	Iteration 17Q: 3 clusters Score -49901.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49901.863281 Penalty: 2273.326416
	Iteration 18Q: 3 clusters Score -49901.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49901.863281 Penalty: 2273.326416
	Iteration 19F: 3 clusters Score -49901.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Entering Unmasked Estep 
Score: -2809922.000000 Penalty: 1782.192017
	Iteration 0F: 2 clusters Score -2809922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -2771040.250000 Penalty: 3564.384033
	Iteration 0F: 3 clusters Score -2771040 nChanged 27339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -2787229.750000 Penalty: 3564.384033
	Iteration 1F: 3 clusters Score -2787230 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -2788773.500000 Penalty: 3564.384033
	Iteration 2F: 3 clusters Score -2788774 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -2791248.250000 Penalty: 3564.384033
	Iteration 3F: 3 clusters Score -2791248 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -2795077.500000 Penalty: 3564.384033
	Iteration 4F: 3 clusters Score -2795078 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -2799924.250000 Penalty: 3564.384033
	Iteration 5F: 3 clusters Score -2799924 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -2804649.500000 Penalty: 3564.384033
	Iteration 6F: 3 clusters Score -2804650 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -2807443.000000 Penalty: 3564.384033
	Iteration 7Q: 3 clusters Score -2807443 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -2808370.250000 Penalty: 3564.384033
	Iteration 8Q: 3 clusters Score -2808370 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -2808711.750000 Penalty: 3564.384033
	Iteration 9Q: 3 clusters Score -2808712 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -2808888.500000 Penalty: 3564.384033
	Iteration 10Q: 3 clusters Score -2808888 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -2809024.000000 Penalty: 3564.384033
	Iteration 11Q: 3 clusters Score -2809024 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -2809140.750000 Penalty: 3564.384033
	Iteration 12Q: 3 clusters Score -2809141 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -2809244.000000 Penalty: 3564.384033
	Iteration 13Q: 3 clusters Score -2809244 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -2809327.250000 Penalty: 3564.384033
	Iteration 14Q: 3 clusters Score -2809327 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -2809380.000000 Penalty: 3564.384033
	Iteration 15Q: 3 clusters Score -2809380 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -2809453.500000 Penalty: 3564.384033
	Iteration 16Q: 3 clusters Score -2809454 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -2809513.500000 Penalty: 3564.384033
	Iteration 17Q: 3 clusters Score -2809514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -2809530.000000 Penalty: 3564.384033
	Iteration 18Q: 3 clusters Score -2809530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -2809558.000000 Penalty: 3564.384033
	Iteration 19Q: 3 clusters Score -2809558 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -2809570.250000 Penalty: 3564.384033
	Iteration 20F: 3 clusters Score -2809570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -2809591.000000 Penalty: 3564.384033
	Iteration 21Q: 3 clusters Score -2809591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -2809600.000000 Penalty: 3564.384033
	Iteration 22Q: 3 clusters Score -2809600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -2809614.500000 Penalty: 3564.384033
	Iteration 23Q: 3 clusters Score -2809614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -2809633.500000 Penalty: 3564.384033
	Iteration 24Q: 3 clusters Score -2809634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -2809654.000000 Penalty: 3564.384033
	Iteration 25Q: 3 clusters Score -2809654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -2809664.500000 Penalty: 3564.384033
	Iteration 26Q: 3 clusters Score -2809664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -2809655.750000 Penalty: 3564.384033
	Iteration 27Q: 3 clusters Score -2809656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -2809686.250000 Penalty: 3564.384033
	Iteration 28Q: 3 clusters Score -2809686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -2809702.750000 Penalty: 3564.384033
	Iteration 29Q: 3 clusters Score -2809703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -2809714.250000 Penalty: 3564.384033
	Iteration 30Q: 3 clusters Score -2809714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -2809727.500000 Penalty: 3564.384033
	Iteration 31Q: 3 clusters Score -2809728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -2809738.000000 Penalty: 3564.384033
	Iteration 32Q: 3 clusters Score -2809738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -2809755.750000 Penalty: 3564.384033
	Iteration 33Q: 3 clusters Score -2809756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -2809758.750000 Penalty: 3564.384033
	Iteration 34Q: 3 clusters Score -2809759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -2809765.250000 Penalty: 3564.384033
	Iteration 35Q: 3 clusters Score -2809765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -2809765.750000 Penalty: 3564.384033
	Iteration 36Q: 3 clusters Score -2809766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -2809764.500000 Penalty: 3564.384033
	Iteration 37Q: 3 clusters Score -2809764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -2809767.500000 Penalty: 3564.384033
	Iteration 38Q: 3 clusters Score -2809768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -2809769.000000 Penalty: 3564.384033
	Iteration 39Q: 3 clusters Score -2809769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -2809771.000000 Penalty: 3564.384033
	Iteration 40F: 3 clusters Score -2809771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -2809776.250000 Penalty: 3564.384033
	Iteration 41Q: 3 clusters Score -2809776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -2809776.750000 Penalty: 3564.384033
	Iteration 42Q: 3 clusters Score -2809777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -2809778.250000 Penalty: 3564.384033
	Iteration 43Q: 3 clusters Score -2809778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -2809775.750000 Penalty: 3564.384033
	Iteration 44Q: 3 clusters Score -2809776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -2809774.000000 Penalty: 3564.384033
	Iteration 45Q: 3 clusters Score -2809774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -2809775.000000 Penalty: 3564.384033
	Iteration 46Q: 3 clusters Score -2809775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -2809775.000000 Penalty: 3564.384033
	Iteration 47Q: 3 clusters Score -2809775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -2809775.750000 Penalty: 3564.384033
	Iteration 48Q: 3 clusters Score -2809776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -2809775.500000 Penalty: 3564.384033
	Iteration 49Q: 3 clusters Score -2809776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -2809776.750000 Penalty: 3564.384033
	Iteration 50Q: 3 clusters Score -2809777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -2809782.500000 Penalty: 3564.384033
	Iteration 51Q: 3 clusters Score -2809782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -2809779.000000 Penalty: 3564.384033
	Iteration 52Q: 3 clusters Score -2809779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -2809782.000000 Penalty: 3564.384033
	Iteration 53Q: 3 clusters Score -2809782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -2809789.500000 Penalty: 3564.384033
	Iteration 54Q: 3 clusters Score -2809790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -2809786.250000 Penalty: 3564.384033
	Iteration 55Q: 3 clusters Score -2809786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -2809786.500000 Penalty: 3564.384033
	Iteration 56Q: 3 clusters Score -2809786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -2809790.500000 Penalty: 3564.384033
	Iteration 57Q: 3 clusters Score -2809790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -2809790.250000 Penalty: 3564.384033
	Iteration 58Q: 3 clusters Score -2809790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -2809794.000000 Penalty: 3564.384033
	Iteration 59Q: 3 clusters Score -2809794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -2809793.250000 Penalty: 3564.384033
	Iteration 60F: 3 clusters Score -2809793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -2809789.500000 Penalty: 3564.384033
	Iteration 61Q: 3 clusters Score -2809790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -2809789.500000 Penalty: 3564.384033
	Iteration 62F: 3 clusters Score -2809790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575988 members 
Entering Unmasked Estep 
Score: -27259322.000000 Penalty: 2155.374268
	Iteration 0F: 2 clusters Score -2.725932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287587 members 
Mstep: Class 2 contains 288401 members 
Entering Unmasked Estep 
Score: -26869468.000000 Penalty: 4310.748535
	Iteration 0F: 3 clusters Score -2.686947e+07 nChanged 282332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274417 members 
Mstep: Class 2 contains 301571 members 
Entering Unmasked Estep 
Score: -27040994.000000 Penalty: 4310.748535
	Iteration 1F: 3 clusters Score -2.704099e+07 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266050 members 
Mstep: Class 2 contains 309938 members 
Entering Unmasked Estep 
Score: -27045498.000000 Penalty: 4310.748535
	Iteration 2Q: 3 clusters Score -2.70455e+07 nChanged 20458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252860 members 
Mstep: Class 2 contains 323128 members 
Entering Unmasked Estep 
Score: -27053494.000000 Penalty: 4310.748535
	Iteration 3Q: 3 clusters Score -2.705349e+07 nChanged 26700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233122 members 
Mstep: Class 2 contains 342866 members 
Entering Unmasked Estep 
Score: -27068016.000000 Penalty: 4310.748535
	Iteration 4Q: 3 clusters Score -2.706802e+07 nChanged 34128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206528 members 
Mstep: Class 2 contains 369460 members 
Entering Unmasked Estep 
Score: -27091984.000000 Penalty: 4310.748535
	Iteration 5F: 3 clusters Score -2.709198e+07 nChanged 39079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 399715 members 
Entering Unmasked Estep 
Score: -27124676.000000 Penalty: 4310.748535
	Iteration 6F: 3 clusters Score -2.712468e+07 nChanged 38117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148670 members 
Mstep: Class 2 contains 427318 members 
Entering Unmasked Estep 
Score: -27157480.000000 Penalty: 4310.748535
	Iteration 7F: 3 clusters Score -2.715748e+07 nChanged 31151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 447483 members 
Entering Unmasked Estep 
Score: -27179438.000000 Penalty: 4310.748535
	Iteration 8F: 3 clusters Score -2.717944e+07 nChanged 22167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 462500 members 
Entering Unmasked Estep 
Score: -27191920.000000 Penalty: 4310.748535
	Iteration 9Q: 3 clusters Score -2.719192e+07 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 475451 members 
Entering Unmasked Estep 
Score: -27199900.000000 Penalty: 4310.748535
	Iteration 10Q: 3 clusters Score -2.71999e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 487498 members 
Entering Unmasked Estep 
Score: -27206330.000000 Penalty: 4310.748535
	Iteration 11Q: 3 clusters Score -2.720633e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 499073 members 
Entering Unmasked Estep 
Score: -27212690.000000 Penalty: 4310.748535
	Iteration 12Q: 3 clusters Score -2.721269e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 510339 members 
Entering Unmasked Estep 
Score: -27218950.000000 Penalty: 4310.748535
	Iteration 13Q: 3 clusters Score -2.721895e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 521080 members 
Entering Unmasked Estep 
Score: -27225418.000000 Penalty: 4310.748535
	Iteration 14Q: 3 clusters Score -2.722542e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 531299 members 
Entering Unmasked Estep 
Score: -27231960.000000 Penalty: 4310.748535
	Iteration 15Q: 3 clusters Score -2.723196e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 540548 members 
Entering Unmasked Estep 
Score: -27238104.000000 Penalty: 4310.748535
	Iteration 16Q: 3 clusters Score -2.72381e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 548804 members 
Entering Unmasked Estep 
Score: -27243492.000000 Penalty: 4310.748535
	Iteration 17Q: 3 clusters Score -2.724349e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 555686 members 
Entering Unmasked Estep 
Score: -27247822.000000 Penalty: 4310.748535
	Iteration 18Q: 3 clusters Score -2.724782e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 561134 members 
Entering Unmasked Estep 
Score: -27251126.000000 Penalty: 4310.748535
	Iteration 19Q: 3 clusters Score -2.725113e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 565182 members 
Entering Unmasked Estep 
Score: -27253564.000000 Penalty: 4310.748535
	Iteration 20F: 3 clusters Score -2.725356e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 568113 members 
Entering Unmasked Estep 
Score: -27255436.000000 Penalty: 4310.748535
	Iteration 21Q: 3 clusters Score -2.725544e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 570080 members 
Entering Unmasked Estep 
Score: -27256598.000000 Penalty: 4310.748535
	Iteration 22Q: 3 clusters Score -2.72566e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 571345 members 
Entering Unmasked Estep 
Score: -27257166.000000 Penalty: 4310.748535
	Iteration 23Q: 3 clusters Score -2.725717e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 572104 members 
Entering Unmasked Estep 
Score: -27257496.000000 Penalty: 4310.748535
	Iteration 24Q: 3 clusters Score -2.72575e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 572609 members 
Entering Unmasked Estep 
Score: -27257822.000000 Penalty: 4310.748535
	Iteration 25Q: 3 clusters Score -2.725782e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 572914 members 
Entering Unmasked Estep 
Score: -27258072.000000 Penalty: 4310.748535
	Iteration 26Q: 3 clusters Score -2.725807e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 573105 members 
Entering Unmasked Estep 
Score: -27258168.000000 Penalty: 4310.748535
	Iteration 27Q: 3 clusters Score -2.725817e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 573219 members 
Entering Unmasked Estep 
Score: -27258280.000000 Penalty: 4310.748535
	Iteration 28Q: 3 clusters Score -2.725828e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 573285 members 
Entering Unmasked Estep 
Score: -27258310.000000 Penalty: 4310.748535
	Iteration 29Q: 3 clusters Score -2.725831e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 573303 members 
Entering Unmasked Estep 
Score: -27258376.000000 Penalty: 4310.748535
	Iteration 30Q: 3 clusters Score -2.725838e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 573318 members 
Entering Unmasked Estep 
Score: -27258428.000000 Penalty: 4310.748535
	Iteration 31Q: 3 clusters Score -2.725843e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 573320 members 
Entering Unmasked Estep 
Score: -27258460.000000 Penalty: 4310.748535
	Iteration 32Q: 3 clusters Score -2.725846e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 573284 members 
Entering Unmasked Estep 
Score: -27258476.000000 Penalty: 4310.748535
	Iteration 33Q: 3 clusters Score -2.725848e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 573284 members 
Entering Unmasked Estep 
Score: -27258502.000000 Penalty: 4310.748535
	Iteration 34Q: 3 clusters Score -2.72585e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 573274 members 
Entering Unmasked Estep 
Score: -27258522.000000 Penalty: 4310.748535
	Iteration 35Q: 3 clusters Score -2.725852e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 573260 members 
Entering Unmasked Estep 
Score: -27258548.000000 Penalty: 4310.748535
	Iteration 36Q: 3 clusters Score -2.725855e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 573253 members 
Entering Unmasked Estep 
Score: -27258556.000000 Penalty: 4310.748535
	Iteration 37Q: 3 clusters Score -2.725856e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 573240 members 
Entering Unmasked Estep 
Score: -27258564.000000 Penalty: 4310.748535
	Iteration 38Q: 3 clusters Score -2.725856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 573227 members 
Entering Unmasked Estep 
Score: -27258570.000000 Penalty: 4310.748535
	Iteration 39Q: 3 clusters Score -2.725857e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 573220 members 
Entering Unmasked Estep 
Score: -27258604.000000 Penalty: 4310.748535
	Iteration 40F: 3 clusters Score -2.72586e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 573183 members 
Entering Unmasked Estep 
Score: -27258558.000000 Penalty: 4310.748535
	Iteration 41Q: 3 clusters Score -2.725856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 573149 members 
Entering Unmasked Estep 
Score: -27258576.000000 Penalty: 4310.748535
	Iteration 42Q: 3 clusters Score -2.725858e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 573125 members 
Entering Unmasked Estep 
Score: -27258600.000000 Penalty: 4310.748535
	Iteration 43Q: 3 clusters Score -2.72586e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 573119 members 
Entering Unmasked Estep 
Score: -27258656.000000 Penalty: 4310.748535
	Iteration 44Q: 3 clusters Score -2.725866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 573093 members 
Entering Unmasked Estep 
Score: -27258632.000000 Penalty: 4310.748535
	Iteration 45Q: 3 clusters Score -2.725863e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 573067 members 
Entering Unmasked Estep 
Score: -27258636.000000 Penalty: 4310.748535
	Iteration 46Q: 3 clusters Score -2.725864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 573051 members 
Entering Unmasked Estep 
Score: -27258630.000000 Penalty: 4310.748535
	Iteration 47Q: 3 clusters Score -2.725863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 573041 members 
Entering Unmasked Estep 
Score: -27258648.000000 Penalty: 4310.748535
	Iteration 48Q: 3 clusters Score -2.725865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 573029 members 
Entering Unmasked Estep 
Score: -27258648.000000 Penalty: 4310.748535
	Iteration 49Q: 3 clusters Score -2.725865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 573010 members 
Entering Unmasked Estep 
Score: -27258646.000000 Penalty: 4310.748535
	Iteration 50Q: 3 clusters Score -2.725865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 573006 members 
Entering Unmasked Estep 
Score: -27258628.000000 Penalty: 4310.748535
	Iteration 51Q: 3 clusters Score -2.725863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 573002 members 
Entering Unmasked Estep 
Score: -27258626.000000 Penalty: 4310.748535
	Iteration 52Q: 3 clusters Score -2.725863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 573003 members 
Entering Unmasked Estep 
Score: -27258642.000000 Penalty: 4310.748535
	Iteration 53Q: 3 clusters Score -2.725864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 573001 members 
Entering Unmasked Estep 
Score: -27258642.000000 Penalty: 4310.748535
	Iteration 54Q: 3 clusters Score -2.725864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 572999 members 
Entering Unmasked Estep 
Score: -27258642.000000 Penalty: 4310.748535
	Iteration 55Q: 3 clusters Score -2.725864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 572997 members 
Entering Unmasked Estep 
Score: -27258654.000000 Penalty: 4310.748535
	Iteration 56Q: 3 clusters Score -2.725865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 572996 members 
Entering Unmasked Estep 
Score: -27258648.000000 Penalty: 4310.748535
	Iteration 57Q: 3 clusters Score -2.725865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 572992 members 
Entering Unmasked Estep 
Score: -27258646.000000 Penalty: 4310.748535
	Iteration 58Q: 3 clusters Score -2.725865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 572987 members 
Entering Unmasked Estep 
Score: -27258656.000000 Penalty: 4310.748535
	Iteration 59Q: 3 clusters Score -2.725866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 572981 members 
Entering Unmasked Estep 
Score: -27258644.000000 Penalty: 4310.748535
	Iteration 60F: 3 clusters Score -2.725864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 572975 members 
Entering Unmasked Estep 
Score: -27258636.000000 Penalty: 4310.748535
	Iteration 61Q: 3 clusters Score -2.725864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 572973 members 
Entering Unmasked Estep 
Score: -27258634.000000 Penalty: 4310.748535
	Iteration 62Q: 3 clusters Score -2.725863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 572976 members 
Entering Unmasked Estep 
Score: -27258638.000000 Penalty: 4310.748535
	Iteration 63Q: 3 clusters Score -2.725864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 572973 members 
Entering Unmasked Estep 
Score: -27258630.000000 Penalty: 4310.748535
	Iteration 64Q: 3 clusters Score -2.725863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 572972 members 
Entering Unmasked Estep 
Score: -27258622.000000 Penalty: 4310.748535
	Iteration 65Q: 3 clusters Score -2.725862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 572969 members 
Entering Unmasked Estep 
Score: -27258630.000000 Penalty: 4310.748535
	Iteration 66Q: 3 clusters Score -2.725863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 572967 members 
Entering Unmasked Estep 
Score: -27258628.000000 Penalty: 4310.748535
	Iteration 67Q: 3 clusters Score -2.725863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 572963 members 
Entering Unmasked Estep 
Score: -27258634.000000 Penalty: 4310.748535
	Iteration 68Q: 3 clusters Score -2.725863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 572960 members 
Entering Unmasked Estep 
Score: -27258626.000000 Penalty: 4310.748535
	Iteration 69Q: 3 clusters Score -2.725863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 572957 members 
Entering Unmasked Estep 
Score: -27258628.000000 Penalty: 4310.748535
	Iteration 70Q: 3 clusters Score -2.725863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 572955 members 
Entering Unmasked Estep 
Score: -27258634.000000 Penalty: 4310.748535
	Iteration 71Q: 3 clusters Score -2.725863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 572955 members 
Entering Unmasked Estep 
Score: -27258628.000000 Penalty: 4310.748535
	Iteration 72Q: 3 clusters Score -2.725863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 572952 members 
Entering Unmasked Estep 
Score: -27258630.000000 Penalty: 4310.748535
	Iteration 73Q: 3 clusters Score -2.725863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 572951 members 
Entering Unmasked Estep 
Score: -27258630.000000 Penalty: 4310.748535
	Iteration 74Q: 3 clusters Score -2.725863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 572950 members 
Entering Unmasked Estep 
Score: -27258636.000000 Penalty: 4310.748535
	Iteration 75Q: 3 clusters Score -2.725864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 572950 members 
Entering Unmasked Estep 
Score: -27258636.000000 Penalty: 4310.748535
	Iteration 76F: 3 clusters Score -2.725864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Entering Unmasked Estep 
Score: -499011.343750 Penalty: 1498.425903
	Iteration 0F: 2 clusters Score -499011.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -491751.437500 Penalty: 2996.851807
	Iteration 0F: 3 clusters Score -491751.4 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -494031.531250 Penalty: 2996.851807
	Iteration 1F: 3 clusters Score -494031.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -494238.468750 Penalty: 2996.851807
	Iteration 2F: 3 clusters Score -494238.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -494382.000000 Penalty: 2996.851807
	Iteration 3Q: 3 clusters Score -494382 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -494495.531250 Penalty: 2996.851807
	Iteration 4Q: 3 clusters Score -494495.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -494592.656250 Penalty: 2996.851807
	Iteration 5Q: 3 clusters Score -494592.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -494684.406250 Penalty: 2996.851807
	Iteration 6Q: 3 clusters Score -494684.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -494757.000000 Penalty: 2996.851807
	Iteration 7Q: 3 clusters Score -494757 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -494826.093750 Penalty: 2996.851807
	Iteration 8Q: 3 clusters Score -494826.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -494887.250000 Penalty: 2996.851807
	Iteration 9Q: 3 clusters Score -494887.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -494960.750000 Penalty: 2996.851807
	Iteration 10Q: 3 clusters Score -494960.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -495048.437500 Penalty: 2996.851807
	Iteration 11Q: 3 clusters Score -495048.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -495172.156250 Penalty: 2996.851807
	Iteration 12Q: 3 clusters Score -495172.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -495357.406250 Penalty: 2996.851807
	Iteration 13Q: 3 clusters Score -495357.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -495626.875000 Penalty: 2996.851807
	Iteration 14Q: 3 clusters Score -495626.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -496011.781250 Penalty: 2996.851807
	Iteration 15F: 3 clusters Score -496011.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -496485.218750 Penalty: 2996.851807
	Iteration 16F: 3 clusters Score -496485.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -496923.312500 Penalty: 2996.851807
	Iteration 17F: 3 clusters Score -496923.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -497291.468750 Penalty: 2996.851807
	Iteration 18Q: 3 clusters Score -497291.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -497511.218750 Penalty: 2996.851807
	Iteration 19Q: 3 clusters Score -497511.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -497693.375000 Penalty: 2996.851807
	Iteration 20F: 3 clusters Score -497693.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -497825.156250 Penalty: 2996.851807
	Iteration 21Q: 3 clusters Score -497825.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -497908.625000 Penalty: 2996.851807
	Iteration 22Q: 3 clusters Score -497908.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -497957.093750 Penalty: 2996.851807
	Iteration 23Q: 3 clusters Score -497957.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -497985.468750 Penalty: 2996.851807
	Iteration 24Q: 3 clusters Score -497985.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -498004.531250 Penalty: 2996.851807
	Iteration 25Q: 3 clusters Score -498004.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -498013.750000 Penalty: 2996.851807
	Iteration 26Q: 3 clusters Score -498013.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -498021.312500 Penalty: 2996.851807
	Iteration 27Q: 3 clusters Score -498021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -498026.031250 Penalty: 2996.851807
	Iteration 28Q: 3 clusters Score -498026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -498026.500000 Penalty: 2996.851807
	Iteration 29Q: 3 clusters Score -498026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -498027.500000 Penalty: 2996.851807
	Iteration 30Q: 3 clusters Score -498027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -498027.312500 Penalty: 2996.851807
	Iteration 31Q: 3 clusters Score -498027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -498027.906250 Penalty: 2996.851807
	Iteration 32Q: 3 clusters Score -498027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -498028.437500 Penalty: 2996.851807
	Iteration 33Q: 3 clusters Score -498028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -498028.000000 Penalty: 2996.851807
	Iteration 34Q: 3 clusters Score -498028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -498028.218750 Penalty: 2996.851807
	Iteration 35Q: 3 clusters Score -498028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -498029.593750 Penalty: 2996.851807
	Iteration 36Q: 3 clusters Score -498029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -498029.593750 Penalty: 2996.851807
	Iteration 37F: 3 clusters Score -498029.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -501297.062500 Penalty: 1502.364746
	Iteration 0F: 2 clusters Score -501297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -493780.500000 Penalty: 3004.729492
	Iteration 0F: 3 clusters Score -493780.5 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -496301.468750 Penalty: 3004.729492
	Iteration 1F: 3 clusters Score -496301.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -496604.031250 Penalty: 3004.729492
	Iteration 2F: 3 clusters Score -496604 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -496890.562500 Penalty: 3004.729492
	Iteration 3F: 3 clusters Score -496890.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -497202.281250 Penalty: 3004.729492
	Iteration 4F: 3 clusters Score -497202.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -497542.250000 Penalty: 3004.729492
	Iteration 5F: 3 clusters Score -497542.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -497890.312500 Penalty: 3004.729492
	Iteration 6F: 3 clusters Score -497890.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -498191.000000 Penalty: 3004.729492
	Iteration 7Q: 3 clusters Score -498191 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -498458.343750 Penalty: 3004.729492
	Iteration 8Q: 3 clusters Score -498458.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -498677.875000 Penalty: 3004.729492
	Iteration 9Q: 3 clusters Score -498677.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -498880.750000 Penalty: 3004.729492
	Iteration 10Q: 3 clusters Score -498880.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -499088.343750 Penalty: 3004.729492
	Iteration 11Q: 3 clusters Score -499088.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -499320.093750 Penalty: 3004.729492
	Iteration 12Q: 3 clusters Score -499320.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -499525.343750 Penalty: 3004.729492
	Iteration 13Q: 3 clusters Score -499525.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -499714.593750 Penalty: 3004.729492
	Iteration 14Q: 3 clusters Score -499714.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -499843.062500 Penalty: 3004.729492
	Iteration 15Q: 3 clusters Score -499843.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -499924.000000 Penalty: 3004.729492
	Iteration 16Q: 3 clusters Score -499924 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -499976.875000 Penalty: 3004.729492
	Iteration 17Q: 3 clusters Score -499976.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -500021.937500 Penalty: 3004.729492
	Iteration 18Q: 3 clusters Score -500021.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -500063.437500 Penalty: 3004.729492
	Iteration 19Q: 3 clusters Score -500063.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -500117.531250 Penalty: 3004.729492
	Iteration 20F: 3 clusters Score -500117.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -500197.218750 Penalty: 3004.729492
	Iteration 21Q: 3 clusters Score -500197.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -500285.750000 Penalty: 3004.729492
	Iteration 22Q: 3 clusters Score -500285.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -500355.625000 Penalty: 3004.729492
	Iteration 23Q: 3 clusters Score -500355.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -500410.531250 Penalty: 3004.729492
	Iteration 24Q: 3 clusters Score -500410.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -500459.625000 Penalty: 3004.729492
	Iteration 25Q: 3 clusters Score -500459.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -500503.656250 Penalty: 3004.729492
	Iteration 26Q: 3 clusters Score -500503.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -500542.281250 Penalty: 3004.729492
	Iteration 27Q: 3 clusters Score -500542.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -500575.843750 Penalty: 3004.729492
	Iteration 28Q: 3 clusters Score -500575.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -500615.187500 Penalty: 3004.729492
	Iteration 29Q: 3 clusters Score -500615.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -500661.750000 Penalty: 3004.729492
	Iteration 30Q: 3 clusters Score -500661.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -500702.031250 Penalty: 3004.729492
	Iteration 31Q: 3 clusters Score -500702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -500742.250000 Penalty: 3004.729492
	Iteration 32Q: 3 clusters Score -500742.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -500780.531250 Penalty: 3004.729492
	Iteration 33Q: 3 clusters Score -500780.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -500815.656250 Penalty: 3004.729492
	Iteration 34Q: 3 clusters Score -500815.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -500841.437500 Penalty: 3004.729492
	Iteration 35Q: 3 clusters Score -500841.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -500860.000000 Penalty: 3004.729492
	Iteration 36Q: 3 clusters Score -500860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -500876.500000 Penalty: 3004.729492
	Iteration 37Q: 3 clusters Score -500876.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -500887.093750 Penalty: 3004.729492
	Iteration 38Q: 3 clusters Score -500887.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -500896.875000 Penalty: 3004.729492
	Iteration 39Q: 3 clusters Score -500896.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -500904.281250 Penalty: 3004.729492
	Iteration 40F: 3 clusters Score -500904.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -500908.875000 Penalty: 3004.729492
	Iteration 41Q: 3 clusters Score -500908.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -500912.937500 Penalty: 3004.729492
	Iteration 42Q: 3 clusters Score -500912.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -500916.625000 Penalty: 3004.729492
	Iteration 43Q: 3 clusters Score -500916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -500917.312500 Penalty: 3004.729492
	Iteration 44Q: 3 clusters Score -500917.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -500922.625000 Penalty: 3004.729492
	Iteration 45Q: 3 clusters Score -500922.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -500924.625000 Penalty: 3004.729492
	Iteration 46Q: 3 clusters Score -500924.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -500926.781250 Penalty: 3004.729492
	Iteration 47Q: 3 clusters Score -500926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -500928.250000 Penalty: 3004.729492
	Iteration 48Q: 3 clusters Score -500928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -500930.187500 Penalty: 3004.729492
	Iteration 49Q: 3 clusters Score -500930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -500931.250000 Penalty: 3004.729492
	Iteration 50Q: 3 clusters Score -500931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -500931.375000 Penalty: 3004.729492
	Iteration 51Q: 3 clusters Score -500931.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -500932.375000 Penalty: 3004.729492
	Iteration 52Q: 3 clusters Score -500932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -500932.062500 Penalty: 3004.729492
	Iteration 53Q: 3 clusters Score -500932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -500932.250000 Penalty: 3004.729492
	Iteration 54Q: 3 clusters Score -500932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -500932.000000 Penalty: 3004.729492
	Iteration 55Q: 3 clusters Score -500932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -500933.781250 Penalty: 3004.729492
	Iteration 56Q: 3 clusters Score -500933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -500932.593750 Penalty: 3004.729492
	Iteration 57Q: 3 clusters Score -500932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -500932.031250 Penalty: 3004.729492
	Iteration 58Q: 3 clusters Score -500932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -500932.343750 Penalty: 3004.729492
	Iteration 59Q: 3 clusters Score -500932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -500932.250000 Penalty: 3004.729492
	Iteration 60F: 3 clusters Score -500932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -500934.656250 Penalty: 3004.729492
	Iteration 61Q: 3 clusters Score -500934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -500934.250000 Penalty: 3004.729492
	Iteration 62Q: 3 clusters Score -500934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -500935.343750 Penalty: 3004.729492
	Iteration 63Q: 3 clusters Score -500935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -500935.343750 Penalty: 3004.729492
	Iteration 64F: 3 clusters Score -500935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Entering Unmasked Estep 
Score: -3316500.750000 Penalty: 1807.598511
	Iteration 0F: 2 clusters Score -3316501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -3271304.250000 Penalty: 3615.197021
	Iteration 0F: 3 clusters Score -3271304 nChanged 32075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -3289658.500000 Penalty: 3615.197021
	Iteration 1F: 3 clusters Score -3289658 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -3290482.500000 Penalty: 3615.197021
	Iteration 2Q: 3 clusters Score -3290482 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -3291601.500000 Penalty: 3615.197021
	Iteration 3Q: 3 clusters Score -3291602 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -3293344.250000 Penalty: 3615.197021
	Iteration 4Q: 3 clusters Score -3293344 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -3295749.750000 Penalty: 3615.197021
	Iteration 5F: 3 clusters Score -3295750 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -3298793.750000 Penalty: 3615.197021
	Iteration 6F: 3 clusters Score -3298794 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3302313.000000 Penalty: 3615.197021
	Iteration 7F: 3 clusters Score -3302313 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -3305350.750000 Penalty: 3615.197021
	Iteration 8F: 3 clusters Score -3305351 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -3306976.750000 Penalty: 3615.197021
	Iteration 9Q: 3 clusters Score -3306977 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -3307559.250000 Penalty: 3615.197021
	Iteration 10Q: 3 clusters Score -3307559 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -3307787.000000 Penalty: 3615.197021
	Iteration 11Q: 3 clusters Score -3307787 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3307927.750000 Penalty: 3615.197021
	Iteration 12Q: 3 clusters Score -3307928 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -3308030.250000 Penalty: 3615.197021
	Iteration 13Q: 3 clusters Score -3308030 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -3308109.750000 Penalty: 3615.197021
	Iteration 14Q: 3 clusters Score -3308110 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -3308175.250000 Penalty: 3615.197021
	Iteration 15Q: 3 clusters Score -3308175 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -3308232.500000 Penalty: 3615.197021
	Iteration 16Q: 3 clusters Score -3308232 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -3308271.500000 Penalty: 3615.197021
	Iteration 17Q: 3 clusters Score -3308272 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -3308312.750000 Penalty: 3615.197021
	Iteration 18Q: 3 clusters Score -3308313 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -3308340.500000 Penalty: 3615.197021
	Iteration 19Q: 3 clusters Score -3308340 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -3308364.500000 Penalty: 3615.197021
	Iteration 20F: 3 clusters Score -3308364 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -3308392.250000 Penalty: 3615.197021
	Iteration 21Q: 3 clusters Score -3308392 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -3308422.750000 Penalty: 3615.197021
	Iteration 22Q: 3 clusters Score -3308423 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -3308438.750000 Penalty: 3615.197021
	Iteration 23Q: 3 clusters Score -3308439 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -3308460.500000 Penalty: 3615.197021
	Iteration 24Q: 3 clusters Score -3308460 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -3308491.500000 Penalty: 3615.197021
	Iteration 25Q: 3 clusters Score -3308492 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -3308506.500000 Penalty: 3615.197021
	Iteration 26Q: 3 clusters Score -3308506 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -3308526.250000 Penalty: 3615.197021
	Iteration 27Q: 3 clusters Score -3308526 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -3308548.750000 Penalty: 3615.197021
	Iteration 28Q: 3 clusters Score -3308549 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -3308562.000000 Penalty: 3615.197021
	Iteration 29Q: 3 clusters Score -3308562 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -3308579.000000 Penalty: 3615.197021
	Iteration 30Q: 3 clusters Score -3308579 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -3308589.000000 Penalty: 3615.197021
	Iteration 31Q: 3 clusters Score -3308589 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -3308622.500000 Penalty: 3615.197021
	Iteration 32Q: 3 clusters Score -3308622 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -3308644.500000 Penalty: 3615.197021
	Iteration 33Q: 3 clusters Score -3308644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -3308668.250000 Penalty: 3615.197021
	Iteration 34Q: 3 clusters Score -3308668 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -3308683.000000 Penalty: 3615.197021
	Iteration 35Q: 3 clusters Score -3308683 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -3308719.500000 Penalty: 3615.197021
	Iteration 36Q: 3 clusters Score -3308720 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -3308757.750000 Penalty: 3615.197021
	Iteration 37Q: 3 clusters Score -3308758 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -3308788.250000 Penalty: 3615.197021
	Iteration 38Q: 3 clusters Score -3308788 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -3308801.250000 Penalty: 3615.197021
	Iteration 39Q: 3 clusters Score -3308801 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -3308804.750000 Penalty: 3615.197021
	Iteration 40F: 3 clusters Score -3308805 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -3308863.000000 Penalty: 3615.197021
	Iteration 41Q: 3 clusters Score -3308863 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -3308913.750000 Penalty: 3615.197021
	Iteration 42Q: 3 clusters Score -3308914 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -3308969.250000 Penalty: 3615.197021
	Iteration 43Q: 3 clusters Score -3308969 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -3309022.000000 Penalty: 3615.197021
	Iteration 44Q: 3 clusters Score -3309022 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -3309051.000000 Penalty: 3615.197021
	Iteration 45Q: 3 clusters Score -3309051 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -3309115.750000 Penalty: 3615.197021
	Iteration 46Q: 3 clusters Score -3309116 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -3309166.250000 Penalty: 3615.197021
	Iteration 47Q: 3 clusters Score -3309166 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -3309237.000000 Penalty: 3615.197021
	Iteration 48Q: 3 clusters Score -3309237 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -3309301.500000 Penalty: 3615.197021
	Iteration 49Q: 3 clusters Score -3309302 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -3309392.000000 Penalty: 3615.197021
	Iteration 50Q: 3 clusters Score -3309392 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -3309475.750000 Penalty: 3615.197021
	Iteration 51Q: 3 clusters Score -3309476 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -3309560.000000 Penalty: 3615.197021
	Iteration 52Q: 3 clusters Score -3309560 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -3309651.750000 Penalty: 3615.197021
	Iteration 53Q: 3 clusters Score -3309652 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -3309765.500000 Penalty: 3615.197021
	Iteration 54Q: 3 clusters Score -3309766 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -3309883.000000 Penalty: 3615.197021
	Iteration 55Q: 3 clusters Score -3309883 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -3309972.500000 Penalty: 3615.197021
	Iteration 56Q: 3 clusters Score -3309972 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -3310122.500000 Penalty: 3615.197021
	Iteration 57Q: 3 clusters Score -3310122 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -3310371.750000 Penalty: 3615.197021
	Iteration 58Q: 3 clusters Score -3310372 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -3310625.500000 Penalty: 3615.197021
	Iteration 59Q: 3 clusters Score -3310626 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -3310920.750000 Penalty: 3615.197021
	Iteration 60F: 3 clusters Score -3310921 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -3311297.750000 Penalty: 3615.197021
	Iteration 61Q: 3 clusters Score -3311298 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -3311826.750000 Penalty: 3615.197021
	Iteration 62Q: 3 clusters Score -3311827 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -3312392.250000 Penalty: 3615.197021
	Iteration 63Q: 3 clusters Score -3312392 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -3312868.250000 Penalty: 3615.197021
	Iteration 64Q: 3 clusters Score -3312868 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -3313270.000000 Penalty: 3615.197021
	Iteration 65Q: 3 clusters Score -3313270 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -3313567.500000 Penalty: 3615.197021
	Iteration 66Q: 3 clusters Score -3313568 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -3313771.000000 Penalty: 3615.197021
	Iteration 67Q: 3 clusters Score -3313771 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -3313915.250000 Penalty: 3615.197021
	Iteration 68Q: 3 clusters Score -3313915 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -3314030.250000 Penalty: 3615.197021
	Iteration 69Q: 3 clusters Score -3314030 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -3314124.250000 Penalty: 3615.197021
	Iteration 70Q: 3 clusters Score -3314124 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -3314214.750000 Penalty: 3615.197021
	Iteration 71Q: 3 clusters Score -3314215 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -3314274.250000 Penalty: 3615.197021
	Iteration 72Q: 3 clusters Score -3314274 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -3314339.000000 Penalty: 3615.197021
	Iteration 73Q: 3 clusters Score -3314339 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -3314390.750000 Penalty: 3615.197021
	Iteration 74Q: 3 clusters Score -3314391 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -3314425.750000 Penalty: 3615.197021
	Iteration 75Q: 3 clusters Score -3314426 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -3314453.250000 Penalty: 3615.197021
	Iteration 76Q: 3 clusters Score -3314453 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -3314493.000000 Penalty: 3615.197021
	Iteration 77Q: 3 clusters Score -3314493 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -3314506.250000 Penalty: 3615.197021
	Iteration 78Q: 3 clusters Score -3314506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -3314541.000000 Penalty: 3615.197021
	Iteration 79Q: 3 clusters Score -3314541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -3314558.500000 Penalty: 3615.197021
	Iteration 80F: 3 clusters Score -3314558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -3314593.000000 Penalty: 3615.197021
	Iteration 81Q: 3 clusters Score -3314593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -3314602.250000 Penalty: 3615.197021
	Iteration 82Q: 3 clusters Score -3314602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -3314634.250000 Penalty: 3615.197021
	Iteration 83Q: 3 clusters Score -3314634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -3314642.250000 Penalty: 3615.197021
	Iteration 84Q: 3 clusters Score -3314642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -3314658.750000 Penalty: 3615.197021
	Iteration 85Q: 3 clusters Score -3314659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -3314662.250000 Penalty: 3615.197021
	Iteration 86Q: 3 clusters Score -3314662 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -3314668.750000 Penalty: 3615.197021
	Iteration 87Q: 3 clusters Score -3314669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -3314685.750000 Penalty: 3615.197021
	Iteration 88Q: 3 clusters Score -3314686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -3314704.750000 Penalty: 3615.197021
	Iteration 89Q: 3 clusters Score -3314705 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -3314721.000000 Penalty: 3615.197021
	Iteration 90Q: 3 clusters Score -3314721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -3314721.750000 Penalty: 3615.197021
	Iteration 91Q: 3 clusters Score -3314722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -3314733.000000 Penalty: 3615.197021
	Iteration 92Q: 3 clusters Score -3314733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -3314741.750000 Penalty: 3615.197021
	Iteration 93Q: 3 clusters Score -3314742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -3314753.500000 Penalty: 3615.197021
	Iteration 94Q: 3 clusters Score -3314754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -3314769.750000 Penalty: 3615.197021
	Iteration 95Q: 3 clusters Score -3314770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -3314768.250000 Penalty: 3615.197021
	Iteration 96Q: 3 clusters Score -3314768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -3314774.750000 Penalty: 3615.197021
	Iteration 97Q: 3 clusters Score -3314775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -3314795.250000 Penalty: 3615.197021
	Iteration 98Q: 3 clusters Score -3314795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -3314804.000000 Penalty: 3615.197021
	Iteration 99Q: 3 clusters Score -3314804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -3314819.250000 Penalty: 3615.197021
	Iteration 100F: 3 clusters Score -3314819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -3314831.250000 Penalty: 3615.197021
	Iteration 101Q: 3 clusters Score -3314831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -3314836.250000 Penalty: 3615.197021
	Iteration 102Q: 3 clusters Score -3314836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -3314835.500000 Penalty: 3615.197021
	Iteration 103Q: 3 clusters Score -3314836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -3314842.250000 Penalty: 3615.197021
	Iteration 104Q: 3 clusters Score -3314842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -3314855.250000 Penalty: 3615.197021
	Iteration 105Q: 3 clusters Score -3314855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -3314869.000000 Penalty: 3615.197021
	Iteration 106Q: 3 clusters Score -3314869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -3314865.250000 Penalty: 3615.197021
	Iteration 107Q: 3 clusters Score -3314865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -3314870.750000 Penalty: 3615.197021
	Iteration 108Q: 3 clusters Score -3314871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -3314877.250000 Penalty: 3615.197021
	Iteration 109Q: 3 clusters Score -3314877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -3314885.500000 Penalty: 3615.197021
	Iteration 110Q: 3 clusters Score -3314886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -3314893.250000 Penalty: 3615.197021
	Iteration 111Q: 3 clusters Score -3314893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -3314901.750000 Penalty: 3615.197021
	Iteration 112Q: 3 clusters Score -3314902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -3314907.500000 Penalty: 3615.197021
	Iteration 113Q: 3 clusters Score -3314908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -3314909.500000 Penalty: 3615.197021
	Iteration 114Q: 3 clusters Score -3314910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -3314915.500000 Penalty: 3615.197021
	Iteration 115Q: 3 clusters Score -3314916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -3314925.500000 Penalty: 3615.197021
	Iteration 116Q: 3 clusters Score -3314926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -3314926.500000 Penalty: 3615.197021
	Iteration 117Q: 3 clusters Score -3314926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -3314939.000000 Penalty: 3615.197021
	Iteration 118Q: 3 clusters Score -3314939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -3314939.000000 Penalty: 3615.197021
	Iteration 119Q: 3 clusters Score -3314939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -3314938.500000 Penalty: 3615.197021
	Iteration 120F: 3 clusters Score -3314938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -3314939.250000 Penalty: 3615.197021
	Iteration 121Q: 3 clusters Score -3314939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -3314944.500000 Penalty: 3615.197021
	Iteration 122Q: 3 clusters Score -3314944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -3314946.500000 Penalty: 3615.197021
	Iteration 123Q: 3 clusters Score -3314946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -3314942.500000 Penalty: 3615.197021
	Iteration 124Q: 3 clusters Score -3314942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -3314943.250000 Penalty: 3615.197021
	Iteration 125Q: 3 clusters Score -3314943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -3314946.500000 Penalty: 3615.197021
	Iteration 126Q: 3 clusters Score -3314946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -3314946.750000 Penalty: 3615.197021
	Iteration 127Q: 3 clusters Score -3314947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -3314951.750000 Penalty: 3615.197021
	Iteration 128Q: 3 clusters Score -3314952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -3314951.250000 Penalty: 3615.197021
	Iteration 129Q: 3 clusters Score -3314951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -3314954.000000 Penalty: 3615.197021
	Iteration 130Q: 3 clusters Score -3314954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -3314959.500000 Penalty: 3615.197021
	Iteration 131Q: 3 clusters Score -3314960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -3314962.000000 Penalty: 3615.197021
	Iteration 132Q: 3 clusters Score -3314962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -3314965.250000 Penalty: 3615.197021
	Iteration 133Q: 3 clusters Score -3314965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -3314967.250000 Penalty: 3615.197021
	Iteration 134Q: 3 clusters Score -3314967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -3314980.000000 Penalty: 3615.197021
	Iteration 135Q: 3 clusters Score -3314980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -3314975.500000 Penalty: 3615.197021
	Iteration 136Q: 3 clusters Score -3314976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -3314981.500000 Penalty: 3615.197021
	Iteration 137Q: 3 clusters Score -3314982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -3314979.000000 Penalty: 3615.197021
	Iteration 138Q: 3 clusters Score -3314979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -3314983.000000 Penalty: 3615.197021
	Iteration 139Q: 3 clusters Score -3314983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -3314990.500000 Penalty: 3615.197021
	Iteration 140F: 3 clusters Score -3314990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -3314991.000000 Penalty: 3615.197021
	Iteration 141Q: 3 clusters Score -3314991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -3314996.000000 Penalty: 3615.197021
	Iteration 142Q: 3 clusters Score -3314996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -3314997.000000 Penalty: 3615.197021
	Iteration 143Q: 3 clusters Score -3314997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -3314998.000000 Penalty: 3615.197021
	Iteration 144Q: 3 clusters Score -3314998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -3314996.500000 Penalty: 3615.197021
	Iteration 145Q: 3 clusters Score -3314996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -3315003.000000 Penalty: 3615.197021
	Iteration 146Q: 3 clusters Score -3315003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -3315003.500000 Penalty: 3615.197021
	Iteration 147Q: 3 clusters Score -3315004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -3315007.000000 Penalty: 3615.197021
	Iteration 148Q: 3 clusters Score -3315007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -3315010.750000 Penalty: 3615.197021
	Iteration 149Q: 3 clusters Score -3315011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -3315007.000000 Penalty: 3615.197021
	Iteration 150Q: 3 clusters Score -3315007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -3315008.500000 Penalty: 3615.197021
	Iteration 151Q: 3 clusters Score -3315008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -3315007.500000 Penalty: 3615.197021
	Iteration 152Q: 3 clusters Score -3315008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -3315010.250000 Penalty: 3615.197021
	Iteration 153Q: 3 clusters Score -3315010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -3315008.500000 Penalty: 3615.197021
	Iteration 154Q: 3 clusters Score -3315008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -3315008.500000 Penalty: 3615.197021
	Iteration 155Q: 3 clusters Score -3315008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -3315008.500000 Penalty: 3615.197021
	Iteration 156F: 3 clusters Score -3315008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Entering Unmasked Estep 
Score: -775373.125000 Penalty: 1570.424561
	Iteration 0F: 2 clusters Score -775373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -764539.312500 Penalty: 3140.849121
	Iteration 0F: 3 clusters Score -764539.3 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -768384.000000 Penalty: 3140.849121
	Iteration 1F: 3 clusters Score -768384 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -768815.062500 Penalty: 3140.849121
	Iteration 2F: 3 clusters Score -768815.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -769397.437500 Penalty: 3140.849121
	Iteration 3F: 3 clusters Score -769397.4 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -770122.500000 Penalty: 3140.849121
	Iteration 4F: 3 clusters Score -770122.5 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -770964.437500 Penalty: 3140.849121
	Iteration 5F: 3 clusters Score -770964.4 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -771896.875000 Penalty: 3140.849121
	Iteration 6F: 3 clusters Score -771896.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -772778.375000 Penalty: 3140.849121
	Iteration 7F: 3 clusters Score -772778.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -773358.062500 Penalty: 3140.849121
	Iteration 8F: 3 clusters Score -773358.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -773652.812500 Penalty: 3140.849121
	Iteration 9Q: 3 clusters Score -773652.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -773832.562500 Penalty: 3140.849121
	Iteration 10Q: 3 clusters Score -773832.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -773944.187500 Penalty: 3140.849121
	Iteration 11Q: 3 clusters Score -773944.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -774010.375000 Penalty: 3140.849121
	Iteration 12Q: 3 clusters Score -774010.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -774061.812500 Penalty: 3140.849121
	Iteration 13Q: 3 clusters Score -774061.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -774107.312500 Penalty: 3140.849121
	Iteration 14Q: 3 clusters Score -774107.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -774134.625000 Penalty: 3140.849121
	Iteration 15Q: 3 clusters Score -774134.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -774153.000000 Penalty: 3140.849121
	Iteration 16Q: 3 clusters Score -774153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -774171.187500 Penalty: 3140.849121
	Iteration 17Q: 3 clusters Score -774171.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -774179.687500 Penalty: 3140.849121
	Iteration 18Q: 3 clusters Score -774179.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -774197.250000 Penalty: 3140.849121
	Iteration 19Q: 3 clusters Score -774197.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -774215.437500 Penalty: 3140.849121
	Iteration 20F: 3 clusters Score -774215.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -774239.250000 Penalty: 3140.849121
	Iteration 21Q: 3 clusters Score -774239.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -774256.187500 Penalty: 3140.849121
	Iteration 22Q: 3 clusters Score -774256.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -774270.250000 Penalty: 3140.849121
	Iteration 23Q: 3 clusters Score -774270.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -774293.250000 Penalty: 3140.849121
	Iteration 24Q: 3 clusters Score -774293.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -774307.875000 Penalty: 3140.849121
	Iteration 25Q: 3 clusters Score -774307.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -774321.375000 Penalty: 3140.849121
	Iteration 26Q: 3 clusters Score -774321.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -774336.187500 Penalty: 3140.849121
	Iteration 27Q: 3 clusters Score -774336.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -774350.500000 Penalty: 3140.849121
	Iteration 28Q: 3 clusters Score -774350.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -774366.625000 Penalty: 3140.849121
	Iteration 29Q: 3 clusters Score -774366.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -774382.312500 Penalty: 3140.849121
	Iteration 30Q: 3 clusters Score -774382.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -774393.937500 Penalty: 3140.849121
	Iteration 31Q: 3 clusters Score -774393.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -774402.437500 Penalty: 3140.849121
	Iteration 32Q: 3 clusters Score -774402.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -774410.125000 Penalty: 3140.849121
	Iteration 33Q: 3 clusters Score -774410.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -774420.437500 Penalty: 3140.849121
	Iteration 34Q: 3 clusters Score -774420.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -774428.125000 Penalty: 3140.849121
	Iteration 35Q: 3 clusters Score -774428.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -774437.062500 Penalty: 3140.849121
	Iteration 36Q: 3 clusters Score -774437.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -774443.062500 Penalty: 3140.849121
	Iteration 37Q: 3 clusters Score -774443.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -774452.812500 Penalty: 3140.849121
	Iteration 38Q: 3 clusters Score -774452.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -774460.625000 Penalty: 3140.849121
	Iteration 39Q: 3 clusters Score -774460.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -774464.250000 Penalty: 3140.849121
	Iteration 40F: 3 clusters Score -774464.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -774470.562500 Penalty: 3140.849121
	Iteration 41Q: 3 clusters Score -774470.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -774474.687500 Penalty: 3140.849121
	Iteration 42Q: 3 clusters Score -774474.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -774483.000000 Penalty: 3140.849121
	Iteration 43Q: 3 clusters Score -774483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -774488.625000 Penalty: 3140.849121
	Iteration 44Q: 3 clusters Score -774488.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -774495.187500 Penalty: 3140.849121
	Iteration 45Q: 3 clusters Score -774495.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -774499.375000 Penalty: 3140.849121
	Iteration 46Q: 3 clusters Score -774499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -774500.687500 Penalty: 3140.849121
	Iteration 47Q: 3 clusters Score -774500.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -774501.062500 Penalty: 3140.849121
	Iteration 48Q: 3 clusters Score -774501.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -774503.500000 Penalty: 3140.849121
	Iteration 49Q: 3 clusters Score -774503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -774505.437500 Penalty: 3140.849121
	Iteration 50Q: 3 clusters Score -774505.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -774508.062500 Penalty: 3140.849121
	Iteration 51Q: 3 clusters Score -774508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -774510.687500 Penalty: 3140.849121
	Iteration 52Q: 3 clusters Score -774510.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -774513.687500 Penalty: 3140.849121
	Iteration 53Q: 3 clusters Score -774513.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -774517.250000 Penalty: 3140.849121
	Iteration 54Q: 3 clusters Score -774517.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -774523.375000 Penalty: 3140.849121
	Iteration 55Q: 3 clusters Score -774523.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -774525.500000 Penalty: 3140.849121
	Iteration 56Q: 3 clusters Score -774525.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -774530.312500 Penalty: 3140.849121
	Iteration 57Q: 3 clusters Score -774530.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -774531.937500 Penalty: 3140.849121
	Iteration 58Q: 3 clusters Score -774531.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -774532.687500 Penalty: 3140.849121
	Iteration 59Q: 3 clusters Score -774532.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -774532.812500 Penalty: 3140.849121
	Iteration 60F: 3 clusters Score -774532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -774535.125000 Penalty: 3140.849121
	Iteration 61Q: 3 clusters Score -774535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -774537.562500 Penalty: 3140.849121
	Iteration 62Q: 3 clusters Score -774537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -774538.625000 Penalty: 3140.849121
	Iteration 63Q: 3 clusters Score -774538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -774537.562500 Penalty: 3140.849121
	Iteration 64Q: 3 clusters Score -774537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -774541.750000 Penalty: 3140.849121
	Iteration 65Q: 3 clusters Score -774541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -774542.750000 Penalty: 3140.849121
	Iteration 66Q: 3 clusters Score -774542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -774543.500000 Penalty: 3140.849121
	Iteration 67Q: 3 clusters Score -774543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -774544.500000 Penalty: 3140.849121
	Iteration 68Q: 3 clusters Score -774544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -774543.562500 Penalty: 3140.849121
	Iteration 69Q: 3 clusters Score -774543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -774544.500000 Penalty: 3140.849121
	Iteration 70Q: 3 clusters Score -774544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -774544.750000 Penalty: 3140.849121
	Iteration 71Q: 3 clusters Score -774544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -774544.750000 Penalty: 3140.849121
	Iteration 72F: 3 clusters Score -774544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -460728.406250 Penalty: 1477.560791
	Iteration 0F: 2 clusters Score -460728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -454300.687500 Penalty: 2955.121582
	Iteration 0F: 3 clusters Score -454300.7 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -456247.906250 Penalty: 2955.121582
	Iteration 1F: 3 clusters Score -456247.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -456472.875000 Penalty: 2955.121582
	Iteration 2F: 3 clusters Score -456472.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -456674.312500 Penalty: 2955.121582
	Iteration 3Q: 3 clusters Score -456674.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -456912.937500 Penalty: 2955.121582
	Iteration 4Q: 3 clusters Score -456912.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -457163.281250 Penalty: 2955.121582
	Iteration 5Q: 3 clusters Score -457163.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -457427.218750 Penalty: 2955.121582
	Iteration 6Q: 3 clusters Score -457427.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -457730.875000 Penalty: 2955.121582
	Iteration 7Q: 3 clusters Score -457730.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -458070.812500 Penalty: 2955.121582
	Iteration 8F: 3 clusters Score -458070.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -458401.812500 Penalty: 2955.121582
	Iteration 9F: 3 clusters Score -458401.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -458668.812500 Penalty: 2955.121582
	Iteration 10Q: 3 clusters Score -458668.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -458866.000000 Penalty: 2955.121582
	Iteration 11Q: 3 clusters Score -458866 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -458959.718750 Penalty: 2955.121582
	Iteration 12Q: 3 clusters Score -458959.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -459001.343750 Penalty: 2955.121582
	Iteration 13Q: 3 clusters Score -459001.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -459036.750000 Penalty: 2955.121582
	Iteration 14Q: 3 clusters Score -459036.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -459064.093750 Penalty: 2955.121582
	Iteration 15Q: 3 clusters Score -459064.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -459089.656250 Penalty: 2955.121582
	Iteration 16Q: 3 clusters Score -459089.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -459108.281250 Penalty: 2955.121582
	Iteration 17Q: 3 clusters Score -459108.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -459120.687500 Penalty: 2955.121582
	Iteration 18Q: 3 clusters Score -459120.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -459129.125000 Penalty: 2955.121582
	Iteration 19Q: 3 clusters Score -459129.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -459137.281250 Penalty: 2955.121582
	Iteration 20F: 3 clusters Score -459137.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -459145.125000 Penalty: 2955.121582
	Iteration 21Q: 3 clusters Score -459145.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -459150.406250 Penalty: 2955.121582
	Iteration 22Q: 3 clusters Score -459150.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -459155.687500 Penalty: 2955.121582
	Iteration 23Q: 3 clusters Score -459155.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -459159.000000 Penalty: 2955.121582
	Iteration 24Q: 3 clusters Score -459159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -459164.218750 Penalty: 2955.121582
	Iteration 25Q: 3 clusters Score -459164.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -459168.468750 Penalty: 2955.121582
	Iteration 26Q: 3 clusters Score -459168.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -459176.781250 Penalty: 2955.121582
	Iteration 27Q: 3 clusters Score -459176.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -459183.781250 Penalty: 2955.121582
	Iteration 28Q: 3 clusters Score -459183.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -459189.062500 Penalty: 2955.121582
	Iteration 29Q: 3 clusters Score -459189.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -459192.718750 Penalty: 2955.121582
	Iteration 30Q: 3 clusters Score -459192.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -459195.437500 Penalty: 2955.121582
	Iteration 31Q: 3 clusters Score -459195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -459198.625000 Penalty: 2955.121582
	Iteration 32Q: 3 clusters Score -459198.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -459201.531250 Penalty: 2955.121582
	Iteration 33Q: 3 clusters Score -459201.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -459202.875000 Penalty: 2955.121582
	Iteration 34Q: 3 clusters Score -459202.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -459204.937500 Penalty: 2955.121582
	Iteration 35Q: 3 clusters Score -459204.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -459209.593750 Penalty: 2955.121582
	Iteration 36Q: 3 clusters Score -459209.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -459211.562500 Penalty: 2955.121582
	Iteration 37Q: 3 clusters Score -459211.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -459213.156250 Penalty: 2955.121582
	Iteration 38Q: 3 clusters Score -459213.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -459216.750000 Penalty: 2955.121582
	Iteration 39Q: 3 clusters Score -459216.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -459216.625000 Penalty: 2955.121582
	Iteration 40F: 3 clusters Score -459216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -459218.437500 Penalty: 2955.121582
	Iteration 41Q: 3 clusters Score -459218.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -459219.843750 Penalty: 2955.121582
	Iteration 42Q: 3 clusters Score -459219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -459222.000000 Penalty: 2955.121582
	Iteration 43Q: 3 clusters Score -459222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -459225.250000 Penalty: 2955.121582
	Iteration 44Q: 3 clusters Score -459225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -459226.000000 Penalty: 2955.121582
	Iteration 45Q: 3 clusters Score -459226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -459229.406250 Penalty: 2955.121582
	Iteration 46Q: 3 clusters Score -459229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -459230.000000 Penalty: 2955.121582
	Iteration 47Q: 3 clusters Score -459230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -459229.781250 Penalty: 2955.121582
	Iteration 48Q: 3 clusters Score -459229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -459231.093750 Penalty: 2955.121582
	Iteration 49Q: 3 clusters Score -459231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -459232.156250 Penalty: 2955.121582
	Iteration 50Q: 3 clusters Score -459232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -459231.500000 Penalty: 2955.121582
	Iteration 51Q: 3 clusters Score -459231.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -459233.093750 Penalty: 2955.121582
	Iteration 52Q: 3 clusters Score -459233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -459234.750000 Penalty: 2955.121582
	Iteration 53Q: 3 clusters Score -459234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -459235.593750 Penalty: 2955.121582
	Iteration 54Q: 3 clusters Score -459235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -459235.843750 Penalty: 2955.121582
	Iteration 55Q: 3 clusters Score -459235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -459236.343750 Penalty: 2955.121582
	Iteration 56Q: 3 clusters Score -459236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -459237.187500 Penalty: 2955.121582
	Iteration 57Q: 3 clusters Score -459237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -459238.406250 Penalty: 2955.121582
	Iteration 58Q: 3 clusters Score -459238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -459239.000000 Penalty: 2955.121582
	Iteration 59Q: 3 clusters Score -459239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -459240.562500 Penalty: 2955.121582
	Iteration 60F: 3 clusters Score -459240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -459241.531250 Penalty: 2955.121582
	Iteration 61Q: 3 clusters Score -459241.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -459242.031250 Penalty: 2955.121582
	Iteration 62Q: 3 clusters Score -459242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -459242.843750 Penalty: 2955.121582
	Iteration 63Q: 3 clusters Score -459242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -459241.343750 Penalty: 2955.121582
	Iteration 64Q: 3 clusters Score -459241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -459242.031250 Penalty: 2955.121582
	Iteration 65Q: 3 clusters Score -459242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -459243.156250 Penalty: 2955.121582
	Iteration 66Q: 3 clusters Score -459243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -459242.156250 Penalty: 2955.121582
	Iteration 67Q: 3 clusters Score -459242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -459242.156250 Penalty: 2955.121582
	Iteration 68F: 3 clusters Score -459242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -85524.085938 Penalty: 1214.834717
	Iteration 0F: 2 clusters Score -85524.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -83569.093750 Penalty: 2429.669434
	Iteration 0F: 3 clusters Score -83569.09 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -83942.101562 Penalty: 2429.669434
	Iteration 1F: 3 clusters Score -83942.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -84034.703125 Penalty: 2429.669434
	Iteration 2F: 3 clusters Score -84034.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -84092.640625 Penalty: 2429.669434
	Iteration 3Q: 3 clusters Score -84092.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -84129.648438 Penalty: 2429.669434
	Iteration 4Q: 3 clusters Score -84129.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -84158.101562 Penalty: 2429.669434
	Iteration 5Q: 3 clusters Score -84158.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -84178.750000 Penalty: 2429.669434
	Iteration 6Q: 3 clusters Score -84178.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -84191.750000 Penalty: 2429.669434
	Iteration 7Q: 3 clusters Score -84191.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -84200.085938 Penalty: 2429.669434
	Iteration 8Q: 3 clusters Score -84200.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -84207.210938 Penalty: 2429.669434
	Iteration 9Q: 3 clusters Score -84207.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -84210.515625 Penalty: 2429.669434
	Iteration 10Q: 3 clusters Score -84210.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -84211.835938 Penalty: 2429.669434
	Iteration 11Q: 3 clusters Score -84211.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -84212.742188 Penalty: 2429.669434
	Iteration 12Q: 3 clusters Score -84212.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -84213.335938 Penalty: 2429.669434
	Iteration 13Q: 3 clusters Score -84213.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -84213.335938 Penalty: 2429.669434
	Iteration 14F: 3 clusters Score -84213.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -179602.265625 Penalty: 1335.552979
	Iteration 0F: 2 clusters Score -179602.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -176421.953125 Penalty: 2671.105957
	Iteration 0F: 3 clusters Score -176422 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -177260.796875 Penalty: 2671.105957
	Iteration 1F: 3 clusters Score -177260.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -177445.156250 Penalty: 2671.105957
	Iteration 2F: 3 clusters Score -177445.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -177584.328125 Penalty: 2671.105957
	Iteration 3F: 3 clusters Score -177584.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -177721.656250 Penalty: 2671.105957
	Iteration 4Q: 3 clusters Score -177721.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -177848.953125 Penalty: 2671.105957
	Iteration 5Q: 3 clusters Score -177849 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -177961.968750 Penalty: 2671.105957
	Iteration 6Q: 3 clusters Score -177962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -178069.078125 Penalty: 2671.105957
	Iteration 7Q: 3 clusters Score -178069.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -178147.984375 Penalty: 2671.105957
	Iteration 8Q: 3 clusters Score -178148 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -178220.781250 Penalty: 2671.105957
	Iteration 9Q: 3 clusters Score -178220.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -178269.781250 Penalty: 2671.105957
	Iteration 10Q: 3 clusters Score -178269.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -178303.625000 Penalty: 2671.105957
	Iteration 11Q: 3 clusters Score -178303.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -178330.562500 Penalty: 2671.105957
	Iteration 12Q: 3 clusters Score -178330.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -178357.437500 Penalty: 2671.105957
	Iteration 13Q: 3 clusters Score -178357.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -178374.328125 Penalty: 2671.105957
	Iteration 14Q: 3 clusters Score -178374.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -178384.656250 Penalty: 2671.105957
	Iteration 15Q: 3 clusters Score -178384.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -178391.765625 Penalty: 2671.105957
	Iteration 16Q: 3 clusters Score -178391.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -178396.421875 Penalty: 2671.105957
	Iteration 17Q: 3 clusters Score -178396.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -178404.328125 Penalty: 2671.105957
	Iteration 18Q: 3 clusters Score -178404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -178408.671875 Penalty: 2671.105957
	Iteration 19Q: 3 clusters Score -178408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -178412.109375 Penalty: 2671.105957
	Iteration 20F: 3 clusters Score -178412.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -178415.812500 Penalty: 2671.105957
	Iteration 21Q: 3 clusters Score -178415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -178420.265625 Penalty: 2671.105957
	Iteration 22Q: 3 clusters Score -178420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -178422.281250 Penalty: 2671.105957
	Iteration 23Q: 3 clusters Score -178422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -178423.265625 Penalty: 2671.105957
	Iteration 24Q: 3 clusters Score -178423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -178424.781250 Penalty: 2671.105957
	Iteration 25Q: 3 clusters Score -178424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -178425.156250 Penalty: 2671.105957
	Iteration 26Q: 3 clusters Score -178425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -178425.953125 Penalty: 2671.105957
	Iteration 27Q: 3 clusters Score -178426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -178426.390625 Penalty: 2671.105957
	Iteration 28Q: 3 clusters Score -178426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -178426.843750 Penalty: 2671.105957
	Iteration 29Q: 3 clusters Score -178426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -178428.984375 Penalty: 2671.105957
	Iteration 30Q: 3 clusters Score -178429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -178430.203125 Penalty: 2671.105957
	Iteration 31Q: 3 clusters Score -178430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -178431.468750 Penalty: 2671.105957
	Iteration 32Q: 3 clusters Score -178431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -178432.640625 Penalty: 2671.105957
	Iteration 33Q: 3 clusters Score -178432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -178434.890625 Penalty: 2671.105957
	Iteration 34Q: 3 clusters Score -178434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -178436.359375 Penalty: 2671.105957
	Iteration 35Q: 3 clusters Score -178436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -178437.578125 Penalty: 2671.105957
	Iteration 36Q: 3 clusters Score -178437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -178439.109375 Penalty: 2671.105957
	Iteration 37Q: 3 clusters Score -178439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -178441.328125 Penalty: 2671.105957
	Iteration 38Q: 3 clusters Score -178441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -178442.390625 Penalty: 2671.105957
	Iteration 39Q: 3 clusters Score -178442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -178442.546875 Penalty: 2671.105957
	Iteration 40F: 3 clusters Score -178442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -178442.968750 Penalty: 2671.105957
	Iteration 41Q: 3 clusters Score -178443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -178444.187500 Penalty: 2671.105957
	Iteration 42Q: 3 clusters Score -178444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -178445.156250 Penalty: 2671.105957
	Iteration 43Q: 3 clusters Score -178445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -178446.812500 Penalty: 2671.105957
	Iteration 44Q: 3 clusters Score -178446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -178448.328125 Penalty: 2671.105957
	Iteration 45Q: 3 clusters Score -178448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -178450.906250 Penalty: 2671.105957
	Iteration 46Q: 3 clusters Score -178450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -178452.234375 Penalty: 2671.105957
	Iteration 47Q: 3 clusters Score -178452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -178453.046875 Penalty: 2671.105957
	Iteration 48Q: 3 clusters Score -178453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -178453.046875 Penalty: 2671.105957
	Iteration 49F: 3 clusters Score -178453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 5834 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 6044 members 
Mstep: Class 6 contains 1973 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 57950 members 
Mstep: Class 10 contains 575988 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 10356 members 
Mstep: Class 13 contains 67757 members 
Mstep: Class 15 contains 15743 members 
Mstep: Class 16 contains 8890 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534412.000000 Penalty: 37573.226562
Iteration 119Q: 18 clusters Score -3.753441e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 5834 members 
Mstep: Class 3 contains 4764 members 
Mstep: Class 4 contains 9579 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 57795 members 
Mstep: Class 10 contains 576571 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 67504 members 
Mstep: Class 15 contains 15699 members 
Mstep: Class 16 contains 8893 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534508.000000 Penalty: 37573.226562
Iteration 120F: 18 clusters Score -3.753451e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 5841 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 5868 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 8953 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 57651 members 
Mstep: Class 10 contains 577114 members 
Mstep: Class 11 contains 10237 members 
Mstep: Class 12 contains 10227 members 
Mstep: Class 13 contains 67269 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37534648.000000 Penalty: 37573.226562
Iteration 121Q: 18 clusters Score -3.753465e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 5841 members 
Mstep: Class 3 contains 4751 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 8945 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 57509 members 
Mstep: Class 10 contains 577615 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 13 contains 67046 members 
Mstep: Class 15 contains 15614 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3711 members 
Entering Unmasked Estep 
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Iteration 122Q: 18 clusters Score -3.753477e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 5849 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 8931 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 57399 members 
Mstep: Class 10 contains 578074 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 12 contains 10128 members 
Mstep: Class 13 contains 66821 members 
Mstep: Class 15 contains 15580 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3713 members 
Entering Unmasked Estep 
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Iteration 123Q: 18 clusters Score -3.75349e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 5852 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 9442 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 8922 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 57275 members 
Mstep: Class 10 contains 578542 members 
Mstep: Class 11 contains 10413 members 
Mstep: Class 12 contains 10079 members 
Mstep: Class 13 contains 66596 members 
Mstep: Class 15 contains 15553 members 
Mstep: Class 16 contains 8908 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 3716 members 
Entering Unmasked Estep 
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Iteration 124Q: 18 clusters Score -3.753493e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 4751 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 8913 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 57145 members 
Mstep: Class 10 contains 579045 members 
Mstep: Class 11 contains 10460 members 
Mstep: Class 12 contains 10031 members 
Mstep: Class 13 contains 66346 members 
Mstep: Class 15 contains 15517 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 3721 members 
Entering Unmasked Estep 
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Iteration 125Q: 18 clusters Score -3.753497e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 4756 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 5619 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 8893 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 57032 members 
Mstep: Class 10 contains 579517 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 9998 members 
Mstep: Class 13 contains 66101 members 
Mstep: Class 15 contains 15478 members 
Mstep: Class 16 contains 8910 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 3720 members 
Entering Unmasked Estep 
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Iteration 126Q: 18 clusters Score -3.753497e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 5858 members 
Mstep: Class 3 contains 4762 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 8875 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 56921 members 
Mstep: Class 10 contains 579955 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 9959 members 
Mstep: Class 13 contains 65885 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 3718 members 
Entering Unmasked Estep 
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Iteration 127Q: 18 clusters Score -3.753504e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 5859 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 9333 members 
Mstep: Class 5 contains 5522 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 56819 members 
Mstep: Class 10 contains 580402 members 
Mstep: Class 11 contains 10579 members 
Mstep: Class 12 contains 9915 members 
Mstep: Class 13 contains 65655 members 
Mstep: Class 15 contains 15396 members 
Mstep: Class 16 contains 8947 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3719 members 
Entering Unmasked Estep 
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Iteration 128Q: 18 clusters Score -3.753512e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 5862 members 
Mstep: Class 3 contains 4756 members 
Mstep: Class 4 contains 9320 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 8832 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56740 members 
Mstep: Class 10 contains 580793 members 
Mstep: Class 11 contains 10612 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 65436 members 
Mstep: Class 15 contains 15355 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3718 members 
Entering Unmasked Estep 
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Iteration 129Q: 18 clusters Score -3.753515e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 5433 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 8814 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56658 members 
Mstep: Class 10 contains 581160 members 
Mstep: Class 11 contains 10651 members 
Mstep: Class 12 contains 9850 members 
Mstep: Class 13 contains 65232 members 
Mstep: Class 15 contains 15315 members 
Mstep: Class 16 contains 8993 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3719 members 
Entering Unmasked Estep 
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Iteration 130Q: 18 clusters Score -3.75351e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5862 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 9290 members 
Mstep: Class 5 contains 5408 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56591 members 
Mstep: Class 10 contains 581516 members 
Mstep: Class 11 contains 10681 members 
Mstep: Class 12 contains 9825 members 
Mstep: Class 13 contains 65022 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 16 contains 9012 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3714 members 
Entering Unmasked Estep 
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Iteration 131Q: 18 clusters Score -3.753519e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5860 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 9277 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 8787 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56533 members 
Mstep: Class 10 contains 581820 members 
Mstep: Class 11 contains 10711 members 
Mstep: Class 12 contains 9807 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 15 contains 15246 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3716 members 
Entering Unmasked Estep 
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Iteration 132Q: 18 clusters Score -3.753513e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56479 members 
Mstep: Class 10 contains 582075 members 
Mstep: Class 11 contains 10735 members 
Mstep: Class 12 contains 9796 members 
Mstep: Class 13 contains 64682 members 
Mstep: Class 15 contains 15213 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3717 members 
Entering Unmasked Estep 
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Iteration 133Q: 18 clusters Score -3.753535e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 5858 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 8770 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56435 members 
Mstep: Class 10 contains 582321 members 
Mstep: Class 11 contains 10757 members 
Mstep: Class 12 contains 9772 members 
Mstep: Class 13 contains 64534 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3718 members 
Entering Unmasked Estep 
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Iteration 134Q: 18 clusters Score -3.753536e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 5861 members 
Mstep: Class 3 contains 4770 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 8764 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56390 members 
Mstep: Class 10 contains 582554 members 
Mstep: Class 11 contains 10779 members 
Mstep: Class 12 contains 9748 members 
Mstep: Class 13 contains 64397 members 
Mstep: Class 15 contains 15161 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3721 members 
Entering Unmasked Estep 
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Iteration 135Q: 18 clusters Score -3.753538e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 5862 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 9210 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56350 members 
Mstep: Class 10 contains 582742 members 
Mstep: Class 11 contains 10800 members 
Mstep: Class 12 contains 9735 members 
Mstep: Class 13 contains 64287 members 
Mstep: Class 15 contains 15143 members 
Mstep: Class 16 contains 9080 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3723 members 
Entering Unmasked Estep 
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Iteration 136Q: 18 clusters Score -3.753541e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 9190 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 8746 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56316 members 
Mstep: Class 10 contains 582951 members 
Mstep: Class 11 contains 10822 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 64178 members 
Mstep: Class 15 contains 15115 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3722 members 
Entering Unmasked Estep 
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Iteration 137Q: 18 clusters Score -3.75354e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 4773 members 
Mstep: Class 4 contains 9172 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 8735 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56282 members 
Mstep: Class 10 contains 583137 members 
Mstep: Class 11 contains 10844 members 
Mstep: Class 12 contains 9704 members 
Mstep: Class 13 contains 64078 members 
Mstep: Class 15 contains 15099 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3722 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -3.75354e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 4773 members 
Mstep: Class 4 contains 9157 members 
Mstep: Class 5 contains 5284 members 
Mstep: Class 6 contains 1980 members 
Mstep: Class 7 contains 8724 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56246 members 
Mstep: Class 10 contains 583310 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 64002 members 
Mstep: Class 15 contains 15077 members 
Mstep: Class 16 contains 9093 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3724 members 
Entering Unmasked Estep 
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Iteration 139Q: 18 clusters Score -3.753545e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 5869 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 9145 members 
Mstep: Class 5 contains 5270 members 
Mstep: Class 6 contains 1980 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 56217 members 
Mstep: Class 10 contains 583464 members 
Mstep: Class 11 contains 10885 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 63926 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 9093 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3727 members 
Entering Unmasked Estep 
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Iteration 140F: 18 clusters Score -3.753538e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 9134 members 
Mstep: Class 5 contains 5273 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 8705 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56192 members 
Mstep: Class 10 contains 583598 members 
Mstep: Class 11 contains 10899 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 63847 members 
Mstep: Class 15 contains 15047 members 
Mstep: Class 16 contains 9095 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -3.753539e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 9120 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56169 members 
Mstep: Class 10 contains 583743 members 
Mstep: Class 11 contains 10906 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 63789 members 
Mstep: Class 15 contains 15031 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3733 members 
Entering Unmasked Estep 
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Iteration 142Q: 18 clusters Score -3.753543e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 5880 members 
Mstep: Class 3 contains 4781 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 5274 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56145 members 
Mstep: Class 10 contains 583860 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 9583 members 
Mstep: Class 13 contains 63733 members 
Mstep: Class 15 contains 15022 members 
Mstep: Class 16 contains 9093 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3736 members 
Entering Unmasked Estep 
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Iteration 143Q: 18 clusters Score -3.753548e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 5880 members 
Mstep: Class 3 contains 4783 members 
Mstep: Class 4 contains 9105 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 1986 members 
Mstep: Class 7 contains 8690 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56110 members 
Mstep: Class 10 contains 583997 members 
Mstep: Class 11 contains 10920 members 
Mstep: Class 12 contains 9560 members 
Mstep: Class 13 contains 63681 members 
Mstep: Class 15 contains 15012 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3742 members 
Entering Unmasked Estep 
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Iteration 144Q: 18 clusters Score -3.75355e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 4789 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 8686 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56062 members 
Mstep: Class 10 contains 584119 members 
Mstep: Class 11 contains 10934 members 
Mstep: Class 12 contains 9535 members 
Mstep: Class 13 contains 63640 members 
Mstep: Class 15 contains 15005 members 
Mstep: Class 16 contains 9086 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3746 members 
Entering Unmasked Estep 
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Iteration 145Q: 18 clusters Score -3.753548e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 4795 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 8681 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 56022 members 
Mstep: Class 10 contains 584235 members 
Mstep: Class 11 contains 10944 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 63603 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 9084 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3752 members 
Entering Unmasked Estep 
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Iteration 146Q: 18 clusters Score -3.753553e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 9085 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 8668 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55989 members 
Mstep: Class 10 contains 584341 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 63573 members 
Mstep: Class 15 contains 14988 members 
Mstep: Class 16 contains 9080 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3757 members 
Entering Unmasked Estep 
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Iteration 147Q: 18 clusters Score -3.753548e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 5885 members 
Mstep: Class 3 contains 4796 members 
Mstep: Class 4 contains 9083 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8657 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55969 members 
Mstep: Class 10 contains 584447 members 
Mstep: Class 11 contains 10964 members 
Mstep: Class 12 contains 9467 members 
Mstep: Class 13 contains 63538 members 
Mstep: Class 15 contains 14975 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3758 members 
Entering Unmasked Estep 
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Iteration 148Q: 18 clusters Score -3.753554e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5885 members 
Mstep: Class 3 contains 4796 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55942 members 
Mstep: Class 10 contains 584547 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 9453 members 
Mstep: Class 13 contains 63505 members 
Mstep: Class 15 contains 14966 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3757 members 
Entering Unmasked Estep 
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Iteration 149Q: 18 clusters Score -3.753553e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 9073 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55914 members 
Mstep: Class 10 contains 584633 members 
Mstep: Class 11 contains 10983 members 
Mstep: Class 12 contains 9443 members 
Mstep: Class 13 contains 63471 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3758 members 
Entering Unmasked Estep 
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Iteration 150Q: 18 clusters Score -3.753553e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5891 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 5206 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55875 members 
Mstep: Class 10 contains 584733 members 
Mstep: Class 11 contains 10988 members 
Mstep: Class 12 contains 9441 members 
Mstep: Class 13 contains 63432 members 
Mstep: Class 15 contains 14949 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3766 members 
Entering Unmasked Estep 
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Iteration 151Q: 18 clusters Score -3.753555e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55849 members 
Mstep: Class 10 contains 584836 members 
Mstep: Class 11 contains 10991 members 
Mstep: Class 12 contains 9436 members 
Mstep: Class 13 contains 63397 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3769 members 
Entering Unmasked Estep 
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Iteration 152Q: 18 clusters Score -3.753552e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 4801 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55832 members 
Mstep: Class 10 contains 584917 members 
Mstep: Class 11 contains 10997 members 
Mstep: Class 12 contains 9431 members 
Mstep: Class 13 contains 63361 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 9079 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535600.000000 Penalty: 37573.226562
Iteration 153Q: 18 clusters Score -3.75356e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5893 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 9045 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55819 members 
Mstep: Class 10 contains 585000 members 
Mstep: Class 11 contains 11004 members 
Mstep: Class 12 contains 9425 members 
Mstep: Class 13 contains 63333 members 
Mstep: Class 15 contains 14920 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535608.000000 Penalty: 37573.226562
Iteration 154Q: 18 clusters Score -3.753561e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 9039 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55810 members 
Mstep: Class 10 contains 585097 members 
Mstep: Class 11 contains 11010 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 63306 members 
Mstep: Class 15 contains 14900 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535560.000000 Penalty: 37573.226562
Iteration 155Q: 18 clusters Score -3.753556e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 9039 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8592 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55795 members 
Mstep: Class 10 contains 585163 members 
Mstep: Class 11 contains 11018 members 
Mstep: Class 12 contains 9412 members 
Mstep: Class 13 contains 63274 members 
Mstep: Class 15 contains 14888 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535540.000000 Penalty: 37573.226562
Iteration 156Q: 18 clusters Score -3.753554e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8589 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55780 members 
Mstep: Class 10 contains 585230 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 9398 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 15 contains 14881 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535576.000000 Penalty: 37573.226562
Iteration 157Q: 18 clusters Score -3.753558e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5891 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 5139 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55764 members 
Mstep: Class 10 contains 585296 members 
Mstep: Class 11 contains 11031 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 63216 members 
Mstep: Class 15 contains 14870 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535536.000000 Penalty: 37573.226562
Iteration 158Q: 18 clusters Score -3.753554e+07 nChanged 136
Entering ConstructFrom: 
Score: -37535536.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (16355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Entering Unmasked Estep 
Score: -754270.187500 Penalty: 1576.621948
	Iteration 0F: 2 clusters Score -754270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -743015.250000 Penalty: 3153.243896
	Iteration 0F: 3 clusters Score -743015.2 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -746893.375000 Penalty: 3153.243896
	Iteration 1F: 3 clusters Score -746893.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -747145.437500 Penalty: 3153.243896
	Iteration 2Q: 3 clusters Score -747145.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -747359.437500 Penalty: 3153.243896
	Iteration 3Q: 3 clusters Score -747359.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -747578.312500 Penalty: 3153.243896
	Iteration 4Q: 3 clusters Score -747578.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -747829.437500 Penalty: 3153.243896
	Iteration 5Q: 3 clusters Score -747829.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -748129.312500 Penalty: 3153.243896
	Iteration 6Q: 3 clusters Score -748129.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -748534.000000 Penalty: 3153.243896
	Iteration 7Q: 3 clusters Score -748534 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -749090.937500 Penalty: 3153.243896
	Iteration 8F: 3 clusters Score -749090.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -749746.750000 Penalty: 3153.243896
	Iteration 9F: 3 clusters Score -749746.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -750455.812500 Penalty: 3153.243896
	Iteration 10F: 3 clusters Score -750455.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -751077.375000 Penalty: 3153.243896
	Iteration 11F: 3 clusters Score -751077.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -751513.875000 Penalty: 3153.243896
	Iteration 12Q: 3 clusters Score -751513.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -751859.375000 Penalty: 3153.243896
	Iteration 13Q: 3 clusters Score -751859.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -752114.375000 Penalty: 3153.243896
	Iteration 14Q: 3 clusters Score -752114.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -752287.437500 Penalty: 3153.243896
	Iteration 15Q: 3 clusters Score -752287.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -752442.125000 Penalty: 3153.243896
	Iteration 16Q: 3 clusters Score -752442.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -752575.750000 Penalty: 3153.243896
	Iteration 17Q: 3 clusters Score -752575.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -752684.500000 Penalty: 3153.243896
	Iteration 18Q: 3 clusters Score -752684.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -752767.750000 Penalty: 3153.243896
	Iteration 19Q: 3 clusters Score -752767.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -752837.625000 Penalty: 3153.243896
	Iteration 20F: 3 clusters Score -752837.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -752911.812500 Penalty: 3153.243896
	Iteration 21Q: 3 clusters Score -752911.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -752990.375000 Penalty: 3153.243896
	Iteration 22Q: 3 clusters Score -752990.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -753078.312500 Penalty: 3153.243896
	Iteration 23Q: 3 clusters Score -753078.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -753144.875000 Penalty: 3153.243896
	Iteration 24Q: 3 clusters Score -753144.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -753185.250000 Penalty: 3153.243896
	Iteration 25Q: 3 clusters Score -753185.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -753223.437500 Penalty: 3153.243896
	Iteration 26Q: 3 clusters Score -753223.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -753252.062500 Penalty: 3153.243896
	Iteration 27Q: 3 clusters Score -753252.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -753275.250000 Penalty: 3153.243896
	Iteration 28Q: 3 clusters Score -753275.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -753299.312500 Penalty: 3153.243896
	Iteration 29Q: 3 clusters Score -753299.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -753308.187500 Penalty: 3153.243896
	Iteration 30Q: 3 clusters Score -753308.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -753313.625000 Penalty: 3153.243896
	Iteration 31Q: 3 clusters Score -753313.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -753319.750000 Penalty: 3153.243896
	Iteration 32Q: 3 clusters Score -753319.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -753324.312500 Penalty: 3153.243896
	Iteration 33Q: 3 clusters Score -753324.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -753329.000000 Penalty: 3153.243896
	Iteration 34Q: 3 clusters Score -753329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -753334.187500 Penalty: 3153.243896
	Iteration 35Q: 3 clusters Score -753334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -753338.187500 Penalty: 3153.243896
	Iteration 36Q: 3 clusters Score -753338.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -753342.000000 Penalty: 3153.243896
	Iteration 37Q: 3 clusters Score -753342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -753345.500000 Penalty: 3153.243896
	Iteration 38Q: 3 clusters Score -753345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -753346.625000 Penalty: 3153.243896
	Iteration 39Q: 3 clusters Score -753346.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -753351.937500 Penalty: 3153.243896
	Iteration 40F: 3 clusters Score -753351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -753353.062500 Penalty: 3153.243896
	Iteration 41Q: 3 clusters Score -753353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -753353.625000 Penalty: 3153.243896
	Iteration 42Q: 3 clusters Score -753353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -753353.250000 Penalty: 3153.243896
	Iteration 43Q: 3 clusters Score -753353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -753354.125000 Penalty: 3153.243896
	Iteration 44Q: 3 clusters Score -753354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -753356.437500 Penalty: 3153.243896
	Iteration 45Q: 3 clusters Score -753356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -753356.437500 Penalty: 3153.243896
	Iteration 46F: 3 clusters Score -753356.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -288674.531250 Penalty: 1410.719482
	Iteration 0F: 2 clusters Score -288674.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -284132.468750 Penalty: 2821.438965
	Iteration 0F: 3 clusters Score -284132.5 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -285465.093750 Penalty: 2821.438965
	Iteration 1F: 3 clusters Score -285465.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -285668.531250 Penalty: 2821.438965
	Iteration 2F: 3 clusters Score -285668.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -285862.656250 Penalty: 2821.438965
	Iteration 3F: 3 clusters Score -285862.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -286068.656250 Penalty: 2821.438965
	Iteration 4Q: 3 clusters Score -286068.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -286333.281250 Penalty: 2821.438965
	Iteration 5F: 3 clusters Score -286333.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -286569.000000 Penalty: 2821.438965
	Iteration 6F: 3 clusters Score -286569 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -286791.031250 Penalty: 2821.438965
	Iteration 7Q: 3 clusters Score -286791 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -286998.250000 Penalty: 2821.438965
	Iteration 8Q: 3 clusters Score -286998.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -287152.625000 Penalty: 2821.438965
	Iteration 9Q: 3 clusters Score -287152.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -287251.562500 Penalty: 2821.438965
	Iteration 10Q: 3 clusters Score -287251.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -287330.968750 Penalty: 2821.438965
	Iteration 11Q: 3 clusters Score -287331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -287399.343750 Penalty: 2821.438965
	Iteration 12Q: 3 clusters Score -287399.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -287435.812500 Penalty: 2821.438965
	Iteration 13Q: 3 clusters Score -287435.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -287450.968750 Penalty: 2821.438965
	Iteration 14Q: 3 clusters Score -287451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -287465.250000 Penalty: 2821.438965
	Iteration 15Q: 3 clusters Score -287465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -287478.968750 Penalty: 2821.438965
	Iteration 16Q: 3 clusters Score -287479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -287494.843750 Penalty: 2821.438965
	Iteration 17Q: 3 clusters Score -287494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -287511.656250 Penalty: 2821.438965
	Iteration 18Q: 3 clusters Score -287511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -287520.687500 Penalty: 2821.438965
	Iteration 19Q: 3 clusters Score -287520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -287527.687500 Penalty: 2821.438965
	Iteration 20F: 3 clusters Score -287527.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -287529.437500 Penalty: 2821.438965
	Iteration 21Q: 3 clusters Score -287529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -287530.312500 Penalty: 2821.438965
	Iteration 22Q: 3 clusters Score -287530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -287530.312500 Penalty: 2821.438965
	Iteration 23F: 3 clusters Score -287530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -248927.281250 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -248927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -245071.125000 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -245071.1 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -246058.265625 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -246058.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -246216.562500 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -246216.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -246319.765625 Penalty: 2755.767090
	Iteration 3Q: 3 clusters Score -246319.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -246416.656250 Penalty: 2755.767090
	Iteration 4Q: 3 clusters Score -246416.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -246501.328125 Penalty: 2755.767090
	Iteration 5Q: 3 clusters Score -246501.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -246590.828125 Penalty: 2755.767090
	Iteration 6Q: 3 clusters Score -246590.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -246696.125000 Penalty: 2755.767090
	Iteration 7Q: 3 clusters Score -246696.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -246831.140625 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -246831.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -246976.375000 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -246976.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -247115.812500 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -247115.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -247265.250000 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -247265.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -247396.250000 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -247396.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -247495.281250 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -247495.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -247550.140625 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -247550.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -247590.187500 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -247590.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -247617.843750 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -247617.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -247635.000000 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -247635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -247652.906250 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -247652.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -247675.406250 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -247675.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -247688.328125 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -247688.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -247703.296875 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -247703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -247713.906250 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -247713.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -247724.640625 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -247724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -247734.406250 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -247734.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -247749.125000 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -247749.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -247765.046875 Penalty: 2755.767090
	Iteration 26Q: 3 clusters Score -247765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -247768.484375 Penalty: 2755.767090
	Iteration 27Q: 3 clusters Score -247768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -247769.140625 Penalty: 2755.767090
	Iteration 28Q: 3 clusters Score -247769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -247769.140625 Penalty: 2755.767090
	Iteration 29F: 3 clusters Score -247769.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -437504.125000 Penalty: 1480.171875
	Iteration 0F: 2 clusters Score -437504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -430966.468750 Penalty: 2960.343750
	Iteration 0F: 3 clusters Score -430966.5 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -432961.968750 Penalty: 2960.343750
	Iteration 1F: 3 clusters Score -432962 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -433169.500000 Penalty: 2960.343750
	Iteration 2F: 3 clusters Score -433169.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -433309.125000 Penalty: 2960.343750
	Iteration 3Q: 3 clusters Score -433309.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -433413.156250 Penalty: 2960.343750
	Iteration 4Q: 3 clusters Score -433413.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -433506.937500 Penalty: 2960.343750
	Iteration 5Q: 3 clusters Score -433506.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -433614.531250 Penalty: 2960.343750
	Iteration 6Q: 3 clusters Score -433614.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -433741.375000 Penalty: 2960.343750
	Iteration 7Q: 3 clusters Score -433741.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -433939.312500 Penalty: 2960.343750
	Iteration 8Q: 3 clusters Score -433939.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -434170.718750 Penalty: 2960.343750
	Iteration 9Q: 3 clusters Score -434170.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -434435.406250 Penalty: 2960.343750
	Iteration 10Q: 3 clusters Score -434435.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -434782.531250 Penalty: 2960.343750
	Iteration 11F: 3 clusters Score -434782.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -435165.093750 Penalty: 2960.343750
	Iteration 12F: 3 clusters Score -435165.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -435517.875000 Penalty: 2960.343750
	Iteration 13Q: 3 clusters Score -435517.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -435799.906250 Penalty: 2960.343750
	Iteration 14Q: 3 clusters Score -435799.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -435968.312500 Penalty: 2960.343750
	Iteration 15Q: 3 clusters Score -435968.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -436068.593750 Penalty: 2960.343750
	Iteration 16Q: 3 clusters Score -436068.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -436149.843750 Penalty: 2960.343750
	Iteration 17Q: 3 clusters Score -436149.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -436219.656250 Penalty: 2960.343750
	Iteration 18Q: 3 clusters Score -436219.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -436266.843750 Penalty: 2960.343750
	Iteration 19Q: 3 clusters Score -436266.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -436302.531250 Penalty: 2960.343750
	Iteration 20F: 3 clusters Score -436302.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -436346.343750 Penalty: 2960.343750
	Iteration 21Q: 3 clusters Score -436346.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -436379.218750 Penalty: 2960.343750
	Iteration 22Q: 3 clusters Score -436379.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -436400.843750 Penalty: 2960.343750
	Iteration 23Q: 3 clusters Score -436400.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -436411.593750 Penalty: 2960.343750
	Iteration 24Q: 3 clusters Score -436411.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -436419.593750 Penalty: 2960.343750
	Iteration 25Q: 3 clusters Score -436419.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -436430.500000 Penalty: 2960.343750
	Iteration 26Q: 3 clusters Score -436430.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -436438.281250 Penalty: 2960.343750
	Iteration 27Q: 3 clusters Score -436438.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -436447.750000 Penalty: 2960.343750
	Iteration 28Q: 3 clusters Score -436447.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -436453.187500 Penalty: 2960.343750
	Iteration 29Q: 3 clusters Score -436453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -436457.593750 Penalty: 2960.343750
	Iteration 30Q: 3 clusters Score -436457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -436461.500000 Penalty: 2960.343750
	Iteration 31Q: 3 clusters Score -436461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -436463.937500 Penalty: 2960.343750
	Iteration 32Q: 3 clusters Score -436463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -436467.062500 Penalty: 2960.343750
	Iteration 33Q: 3 clusters Score -436467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -436467.281250 Penalty: 2960.343750
	Iteration 34Q: 3 clusters Score -436467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -436466.500000 Penalty: 2960.343750
	Iteration 35Q: 3 clusters Score -436466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -436466.937500 Penalty: 2960.343750
	Iteration 36Q: 3 clusters Score -436466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -436466.937500 Penalty: 2960.343750
	Iteration 37F: 3 clusters Score -436466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -262639.656250 Penalty: 1388.119873
	Iteration 0F: 2 clusters Score -262639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -258608.062500 Penalty: 2776.239746
	Iteration 0F: 3 clusters Score -258608.1 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -259678.281250 Penalty: 2776.239746
	Iteration 1F: 3 clusters Score -259678.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -259828.875000 Penalty: 2776.239746
	Iteration 2F: 3 clusters Score -259828.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -259925.406250 Penalty: 2776.239746
	Iteration 3Q: 3 clusters Score -259925.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -260010.484375 Penalty: 2776.239746
	Iteration 4Q: 3 clusters Score -260010.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -260083.828125 Penalty: 2776.239746
	Iteration 5Q: 3 clusters Score -260083.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -260150.781250 Penalty: 2776.239746
	Iteration 6Q: 3 clusters Score -260150.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -260226.921875 Penalty: 2776.239746
	Iteration 7Q: 3 clusters Score -260226.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -260311.687500 Penalty: 2776.239746
	Iteration 8Q: 3 clusters Score -260311.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -260393.781250 Penalty: 2776.239746
	Iteration 9Q: 3 clusters Score -260393.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -260477.000000 Penalty: 2776.239746
	Iteration 10Q: 3 clusters Score -260477 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -260577.078125 Penalty: 2776.239746
	Iteration 11Q: 3 clusters Score -260577.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -260669.562500 Penalty: 2776.239746
	Iteration 12Q: 3 clusters Score -260669.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -260763.000000 Penalty: 2776.239746
	Iteration 13Q: 3 clusters Score -260763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -260870.203125 Penalty: 2776.239746
	Iteration 14Q: 3 clusters Score -260870.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -260983.859375 Penalty: 2776.239746
	Iteration 15Q: 3 clusters Score -260983.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -261094.968750 Penalty: 2776.239746
	Iteration 16Q: 3 clusters Score -261095 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -261198.609375 Penalty: 2776.239746
	Iteration 17Q: 3 clusters Score -261198.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -261271.843750 Penalty: 2776.239746
	Iteration 18Q: 3 clusters Score -261271.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -261322.078125 Penalty: 2776.239746
	Iteration 19Q: 3 clusters Score -261322.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -261367.343750 Penalty: 2776.239746
	Iteration 20F: 3 clusters Score -261367.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -261415.437500 Penalty: 2776.239746
	Iteration 21Q: 3 clusters Score -261415.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -261453.343750 Penalty: 2776.239746
	Iteration 22Q: 3 clusters Score -261453.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -261477.718750 Penalty: 2776.239746
	Iteration 23Q: 3 clusters Score -261477.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -261488.796875 Penalty: 2776.239746
	Iteration 24Q: 3 clusters Score -261488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -261493.484375 Penalty: 2776.239746
	Iteration 25Q: 3 clusters Score -261493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -261496.812500 Penalty: 2776.239746
	Iteration 26Q: 3 clusters Score -261496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -261499.484375 Penalty: 2776.239746
	Iteration 27Q: 3 clusters Score -261499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -261501.671875 Penalty: 2776.239746
	Iteration 28Q: 3 clusters Score -261501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -261502.312500 Penalty: 2776.239746
	Iteration 29Q: 3 clusters Score -261502.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -261502.312500 Penalty: 2776.239746
	Iteration 30F: 3 clusters Score -261502.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -86707.718750 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -86707.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -84610.531250 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -84610.53 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -85038.898438 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -85038.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -85129.687500 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -85129.69 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -85179.867188 Penalty: 2469.153809
	Iteration 3Q: 3 clusters Score -85179.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85218.023438 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -85218.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -85257.195312 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -85257.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -85298.531250 Penalty: 2469.153809
	Iteration 6Q: 3 clusters Score -85298.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -85342.828125 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -85342.83 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -85397.781250 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -85397.78 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -85457.835938 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -85457.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85534.789062 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -85534.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -85598.445312 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -85598.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85640.640625 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -85640.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85695.531250 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -85695.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85734.125000 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -85734.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -85769.031250 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -85769.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85803.343750 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -85803.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85828.125000 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -85828.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85853.914062 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -85853.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85873.960938 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -85873.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85893.742188 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -85893.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85908.968750 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -85908.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85919.109375 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -85919.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85924.125000 Penalty: 2469.153809
	Iteration 23Q: 3 clusters Score -85924.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85928.304688 Penalty: 2469.153809
	Iteration 24Q: 3 clusters Score -85928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85932.937500 Penalty: 2469.153809
	Iteration 25Q: 3 clusters Score -85932.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85937.476562 Penalty: 2469.153809
	Iteration 26Q: 3 clusters Score -85937.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85945.562500 Penalty: 2469.153809
	Iteration 27Q: 3 clusters Score -85945.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85954.546875 Penalty: 2469.153809
	Iteration 28Q: 3 clusters Score -85954.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85966.953125 Penalty: 2469.153809
	Iteration 29Q: 3 clusters Score -85966.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85974.828125 Penalty: 2469.153809
	Iteration 30Q: 3 clusters Score -85974.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85983.109375 Penalty: 2469.153809
	Iteration 31Q: 3 clusters Score -85983.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85990.437500 Penalty: 2469.153809
	Iteration 32Q: 3 clusters Score -85990.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85997.750000 Penalty: 2469.153809
	Iteration 33Q: 3 clusters Score -85997.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85999.984375 Penalty: 2469.153809
	Iteration 34Q: 3 clusters Score -85999.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86000.632812 Penalty: 2469.153809
	Iteration 35Q: 3 clusters Score -86000.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86004.000000 Penalty: 2469.153809
	Iteration 36Q: 3 clusters Score -86004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86007.453125 Penalty: 2469.153809
	Iteration 37Q: 3 clusters Score -86007.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86009.343750 Penalty: 2469.153809
	Iteration 38Q: 3 clusters Score -86009.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86009.585938 Penalty: 2469.153809
	Iteration 39Q: 3 clusters Score -86009.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86009.585938 Penalty: 2469.153809
	Iteration 40F: 3 clusters Score -86009.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Entering Unmasked Estep 
Score: -420635.781250 Penalty: 1471.906860
	Iteration 0F: 2 clusters Score -420635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -414426.843750 Penalty: 2943.813721
	Iteration 0F: 3 clusters Score -414426.8 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -416476.750000 Penalty: 2943.813721
	Iteration 1F: 3 clusters Score -416476.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -416832.843750 Penalty: 2943.813721
	Iteration 2F: 3 clusters Score -416832.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -417184.062500 Penalty: 2943.813721
	Iteration 3F: 3 clusters Score -417184.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -417536.937500 Penalty: 2943.813721
	Iteration 4F: 3 clusters Score -417536.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -417937.656250 Penalty: 2943.813721
	Iteration 5F: 3 clusters Score -417937.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -418315.687500 Penalty: 2943.813721
	Iteration 6F: 3 clusters Score -418315.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -418675.562500 Penalty: 2943.813721
	Iteration 7F: 3 clusters Score -418675.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -418930.281250 Penalty: 2943.813721
	Iteration 8Q: 3 clusters Score -418930.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -419077.687500 Penalty: 2943.813721
	Iteration 9Q: 3 clusters Score -419077.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -419163.062500 Penalty: 2943.813721
	Iteration 10Q: 3 clusters Score -419163.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -419232.250000 Penalty: 2943.813721
	Iteration 11Q: 3 clusters Score -419232.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -419286.000000 Penalty: 2943.813721
	Iteration 12Q: 3 clusters Score -419286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -419333.250000 Penalty: 2943.813721
	Iteration 13Q: 3 clusters Score -419333.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -419369.812500 Penalty: 2943.813721
	Iteration 14Q: 3 clusters Score -419369.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -419397.125000 Penalty: 2943.813721
	Iteration 15Q: 3 clusters Score -419397.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -419416.656250 Penalty: 2943.813721
	Iteration 16Q: 3 clusters Score -419416.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -419427.562500 Penalty: 2943.813721
	Iteration 17Q: 3 clusters Score -419427.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -419436.343750 Penalty: 2943.813721
	Iteration 18Q: 3 clusters Score -419436.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -419442.531250 Penalty: 2943.813721
	Iteration 19Q: 3 clusters Score -419442.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -419450.437500 Penalty: 2943.813721
	Iteration 20F: 3 clusters Score -419450.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -419457.468750 Penalty: 2943.813721
	Iteration 21Q: 3 clusters Score -419457.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -419465.437500 Penalty: 2943.813721
	Iteration 22Q: 3 clusters Score -419465.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -419473.468750 Penalty: 2943.813721
	Iteration 23Q: 3 clusters Score -419473.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -419479.625000 Penalty: 2943.813721
	Iteration 24Q: 3 clusters Score -419479.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -419485.906250 Penalty: 2943.813721
	Iteration 25Q: 3 clusters Score -419485.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -419495.687500 Penalty: 2943.813721
	Iteration 26Q: 3 clusters Score -419495.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -419503.968750 Penalty: 2943.813721
	Iteration 27Q: 3 clusters Score -419504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -419511.281250 Penalty: 2943.813721
	Iteration 28Q: 3 clusters Score -419511.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -419516.156250 Penalty: 2943.813721
	Iteration 29Q: 3 clusters Score -419516.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -419520.968750 Penalty: 2943.813721
	Iteration 30Q: 3 clusters Score -419521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -419526.093750 Penalty: 2943.813721
	Iteration 31Q: 3 clusters Score -419526.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -419530.000000 Penalty: 2943.813721
	Iteration 32Q: 3 clusters Score -419530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -419532.187500 Penalty: 2943.813721
	Iteration 33Q: 3 clusters Score -419532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -419534.500000 Penalty: 2943.813721
	Iteration 34Q: 3 clusters Score -419534.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -419536.406250 Penalty: 2943.813721
	Iteration 35Q: 3 clusters Score -419536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -419538.031250 Penalty: 2943.813721
	Iteration 36Q: 3 clusters Score -419538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -419537.843750 Penalty: 2943.813721
	Iteration 37Q: 3 clusters Score -419537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -419539.093750 Penalty: 2943.813721
	Iteration 38Q: 3 clusters Score -419539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -419541.312500 Penalty: 2943.813721
	Iteration 39Q: 3 clusters Score -419541.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -419542.093750 Penalty: 2943.813721
	Iteration 40F: 3 clusters Score -419542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -419542.875000 Penalty: 2943.813721
	Iteration 41Q: 3 clusters Score -419542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -419544.281250 Penalty: 2943.813721
	Iteration 42Q: 3 clusters Score -419544.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -419545.906250 Penalty: 2943.813721
	Iteration 43Q: 3 clusters Score -419545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -419546.875000 Penalty: 2943.813721
	Iteration 44Q: 3 clusters Score -419546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -419547.281250 Penalty: 2943.813721
	Iteration 45Q: 3 clusters Score -419547.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -419547.781250 Penalty: 2943.813721
	Iteration 46Q: 3 clusters Score -419547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -419549.031250 Penalty: 2943.813721
	Iteration 47Q: 3 clusters Score -419549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -419550.812500 Penalty: 2943.813721
	Iteration 48Q: 3 clusters Score -419550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -419550.531250 Penalty: 2943.813721
	Iteration 49Q: 3 clusters Score -419550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -419551.281250 Penalty: 2943.813721
	Iteration 50Q: 3 clusters Score -419551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -419551.343750 Penalty: 2943.813721
	Iteration 51Q: 3 clusters Score -419551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -419550.750000 Penalty: 2943.813721
	Iteration 52Q: 3 clusters Score -419550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419551.125000 Penalty: 2943.813721
	Iteration 53Q: 3 clusters Score -419551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419551.125000 Penalty: 2943.813721
	Iteration 54F: 3 clusters Score -419551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -51419.246094 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -51419.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -49920.355469 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -49920.36 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -50245.812500 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -50245.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -50326.968750 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -50326.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -50377.082031 Penalty: 2276.586670
	Iteration 3Q: 3 clusters Score -50377.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50409.847656 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -50409.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50424.058594 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -50424.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50442.488281 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -50442.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50454.285156 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -50454.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50468.636719 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -50468.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50475.398438 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -50475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50481.738281 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -50481.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50486.539062 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -50486.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50486.539062 Penalty: 2276.586670
	Iteration 12F: 3 clusters Score -50486.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Entering Unmasked Estep 
Score: -2704816.500000 Penalty: 1775.908691
	Iteration 0F: 2 clusters Score -2704816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -2667633.750000 Penalty: 3551.817383
	Iteration 0F: 3 clusters Score -2667634 nChanged 26099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2682540.250000 Penalty: 3551.817383
	Iteration 1F: 3 clusters Score -2682540 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2683638.000000 Penalty: 3551.817383
	Iteration 2Q: 3 clusters Score -2683638 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2685528.500000 Penalty: 3551.817383
	Iteration 3F: 3 clusters Score -2685528 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2688482.000000 Penalty: 3551.817383
	Iteration 4F: 3 clusters Score -2688482 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2692329.000000 Penalty: 3551.817383
	Iteration 5F: 3 clusters Score -2692329 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2696059.750000 Penalty: 3551.817383
	Iteration 6F: 3 clusters Score -2696060 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2698519.250000 Penalty: 3551.817383
	Iteration 7F: 3 clusters Score -2698519 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2699807.000000 Penalty: 3551.817383
	Iteration 8Q: 3 clusters Score -2699807 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2700578.750000 Penalty: 3551.817383
	Iteration 9Q: 3 clusters Score -2700579 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2701207.000000 Penalty: 3551.817383
	Iteration 10Q: 3 clusters Score -2701207 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2701842.750000 Penalty: 3551.817383
	Iteration 11Q: 3 clusters Score -2701843 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2702394.750000 Penalty: 3551.817383
	Iteration 12Q: 3 clusters Score -2702395 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2702797.500000 Penalty: 3551.817383
	Iteration 13Q: 3 clusters Score -2702798 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2703064.250000 Penalty: 3551.817383
	Iteration 14Q: 3 clusters Score -2703064 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2703313.250000 Penalty: 3551.817383
	Iteration 15Q: 3 clusters Score -2703313 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2703503.000000 Penalty: 3551.817383
	Iteration 16Q: 3 clusters Score -2703503 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2703673.500000 Penalty: 3551.817383
	Iteration 17Q: 3 clusters Score -2703674 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2703810.250000 Penalty: 3551.817383
	Iteration 18Q: 3 clusters Score -2703810 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2703903.250000 Penalty: 3551.817383
	Iteration 19Q: 3 clusters Score -2703903 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2703994.250000 Penalty: 3551.817383
	Iteration 20F: 3 clusters Score -2703994 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2704067.250000 Penalty: 3551.817383
	Iteration 21Q: 3 clusters Score -2704067 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2704138.500000 Penalty: 3551.817383
	Iteration 22Q: 3 clusters Score -2704138 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2704197.250000 Penalty: 3551.817383
	Iteration 23Q: 3 clusters Score -2704197 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2704263.000000 Penalty: 3551.817383
	Iteration 24Q: 3 clusters Score -2704263 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2704312.750000 Penalty: 3551.817383
	Iteration 25Q: 3 clusters Score -2704313 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2704345.500000 Penalty: 3551.817383
	Iteration 26Q: 3 clusters Score -2704346 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2704380.000000 Penalty: 3551.817383
	Iteration 27Q: 3 clusters Score -2704380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2704399.500000 Penalty: 3551.817383
	Iteration 28Q: 3 clusters Score -2704400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2704429.500000 Penalty: 3551.817383
	Iteration 29Q: 3 clusters Score -2704430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2704448.750000 Penalty: 3551.817383
	Iteration 30Q: 3 clusters Score -2704449 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2704465.000000 Penalty: 3551.817383
	Iteration 31Q: 3 clusters Score -2704465 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2704490.500000 Penalty: 3551.817383
	Iteration 32Q: 3 clusters Score -2704490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2704492.500000 Penalty: 3551.817383
	Iteration 33Q: 3 clusters Score -2704492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2704503.750000 Penalty: 3551.817383
	Iteration 34Q: 3 clusters Score -2704504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2704519.750000 Penalty: 3551.817383
	Iteration 35Q: 3 clusters Score -2704520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2704533.750000 Penalty: 3551.817383
	Iteration 36Q: 3 clusters Score -2704534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2704535.500000 Penalty: 3551.817383
	Iteration 37Q: 3 clusters Score -2704536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2704544.750000 Penalty: 3551.817383
	Iteration 38Q: 3 clusters Score -2704545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2704557.750000 Penalty: 3551.817383
	Iteration 39Q: 3 clusters Score -2704558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2704563.250000 Penalty: 3551.817383
	Iteration 40F: 3 clusters Score -2704563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2704580.250000 Penalty: 3551.817383
	Iteration 41Q: 3 clusters Score -2704580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2704598.750000 Penalty: 3551.817383
	Iteration 42Q: 3 clusters Score -2704599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2704613.500000 Penalty: 3551.817383
	Iteration 43Q: 3 clusters Score -2704614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2704614.000000 Penalty: 3551.817383
	Iteration 44Q: 3 clusters Score -2704614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2704625.500000 Penalty: 3551.817383
	Iteration 45Q: 3 clusters Score -2704626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2704627.750000 Penalty: 3551.817383
	Iteration 46Q: 3 clusters Score -2704628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2704642.500000 Penalty: 3551.817383
	Iteration 47Q: 3 clusters Score -2704642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2704643.750000 Penalty: 3551.817383
	Iteration 48Q: 3 clusters Score -2704644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2704645.250000 Penalty: 3551.817383
	Iteration 49Q: 3 clusters Score -2704645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2704653.750000 Penalty: 3551.817383
	Iteration 50Q: 3 clusters Score -2704654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2704651.000000 Penalty: 3551.817383
	Iteration 51Q: 3 clusters Score -2704651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2704648.500000 Penalty: 3551.817383
	Iteration 52Q: 3 clusters Score -2704648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2704655.000000 Penalty: 3551.817383
	Iteration 53Q: 3 clusters Score -2704655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2704652.750000 Penalty: 3551.817383
	Iteration 54Q: 3 clusters Score -2704653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2704656.000000 Penalty: 3551.817383
	Iteration 55Q: 3 clusters Score -2704656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2704658.500000 Penalty: 3551.817383
	Iteration 56Q: 3 clusters Score -2704658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2704660.000000 Penalty: 3551.817383
	Iteration 57Q: 3 clusters Score -2704660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2704666.000000 Penalty: 3551.817383
	Iteration 58Q: 3 clusters Score -2704666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2704671.000000 Penalty: 3551.817383
	Iteration 59Q: 3 clusters Score -2704671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2704675.250000 Penalty: 3551.817383
	Iteration 60F: 3 clusters Score -2704675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2704670.250000 Penalty: 3551.817383
	Iteration 61Q: 3 clusters Score -2704670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2704670.250000 Penalty: 3551.817383
	Iteration 62F: 3 clusters Score -2704670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (585377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585377 members 
Entering Unmasked Estep 
Score: -27685376.000000 Penalty: 2158.001709
	Iteration 0F: 2 clusters Score -2.768538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293158 members 
Mstep: Class 2 contains 292219 members 
Entering Unmasked Estep 
Score: -27289364.000000 Penalty: 4316.003418
	Iteration 0F: 3 clusters Score -2.728936e+07 nChanged 286895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314519 members 
Mstep: Class 2 contains 270858 members 
Entering Unmasked Estep 
Score: -27465414.000000 Penalty: 4316.003418
	Iteration 1F: 3 clusters Score -2.746541e+07 nChanged 19195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326202 members 
Mstep: Class 2 contains 259175 members 
Entering Unmasked Estep 
Score: -27471226.000000 Penalty: 4316.003418
	Iteration 2Q: 3 clusters Score -2.747123e+07 nChanged 25454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343752 members 
Mstep: Class 2 contains 241625 members 
Entering Unmasked Estep 
Score: -27482652.000000 Penalty: 4316.003418
	Iteration 3Q: 3 clusters Score -2.748265e+07 nChanged 34169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369249 members 
Mstep: Class 2 contains 216128 members 
Entering Unmasked Estep 
Score: -27503332.000000 Penalty: 4316.003418
	Iteration 4F: 3 clusters Score -2.750333e+07 nChanged 42488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403023 members 
Mstep: Class 2 contains 182354 members 
Entering Unmasked Estep 
Score: -27537950.000000 Penalty: 4316.003418
	Iteration 5F: 3 clusters Score -2.753795e+07 nChanged 44708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439279 members 
Mstep: Class 2 contains 146098 members 
Entering Unmasked Estep 
Score: -27580870.000000 Penalty: 4316.003418
	Iteration 6F: 3 clusters Score -2.758087e+07 nChanged 37912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468313 members 
Mstep: Class 2 contains 117064 members 
Entering Unmasked Estep 
Score: -27619070.000000 Penalty: 4316.003418
	Iteration 7F: 3 clusters Score -2.761907e+07 nChanged 26895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485728 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -27641182.000000 Penalty: 4316.003418
	Iteration 8Q: 3 clusters Score -2.764118e+07 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496634 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -27650914.000000 Penalty: 4316.003418
	Iteration 9Q: 3 clusters Score -2.765091e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505427 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -27656072.000000 Penalty: 4316.003418
	Iteration 10Q: 3 clusters Score -2.765607e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513262 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -27659874.000000 Penalty: 4316.003418
	Iteration 11Q: 3 clusters Score -2.765987e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520401 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -27663036.000000 Penalty: 4316.003418
	Iteration 12Q: 3 clusters Score -2.766304e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527099 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -27665998.000000 Penalty: 4316.003418
	Iteration 13Q: 3 clusters Score -2.7666e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533287 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -27668930.000000 Penalty: 4316.003418
	Iteration 14Q: 3 clusters Score -2.766893e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538859 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -27671430.000000 Penalty: 4316.003418
	Iteration 15Q: 3 clusters Score -2.767143e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544077 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -27674060.000000 Penalty: 4316.003418
	Iteration 16Q: 3 clusters Score -2.767406e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548703 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -27675850.000000 Penalty: 4316.003418
	Iteration 17Q: 3 clusters Score -2.767585e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552774 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -27677458.000000 Penalty: 4316.003418
	Iteration 18Q: 3 clusters Score -2.767746e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556349 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -27678874.000000 Penalty: 4316.003418
	Iteration 19Q: 3 clusters Score -2.767887e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559411 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -27679920.000000 Penalty: 4316.003418
	Iteration 20F: 3 clusters Score -2.767992e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562011 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -27680740.000000 Penalty: 4316.003418
	Iteration 21Q: 3 clusters Score -2.768074e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564270 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -27681366.000000 Penalty: 4316.003418
	Iteration 22Q: 3 clusters Score -2.768137e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566270 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -27681930.000000 Penalty: 4316.003418
	Iteration 23Q: 3 clusters Score -2.768193e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568022 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -27682370.000000 Penalty: 4316.003418
	Iteration 24Q: 3 clusters Score -2.768237e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569546 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -27682778.000000 Penalty: 4316.003418
	Iteration 25Q: 3 clusters Score -2.768278e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570837 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -27683060.000000 Penalty: 4316.003418
	Iteration 26Q: 3 clusters Score -2.768306e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571960 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -27683334.000000 Penalty: 4316.003418
	Iteration 27Q: 3 clusters Score -2.768333e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572921 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -27683600.000000 Penalty: 4316.003418
	Iteration 28Q: 3 clusters Score -2.76836e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573757 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -27683726.000000 Penalty: 4316.003418
	Iteration 29Q: 3 clusters Score -2.768373e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574495 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -27683886.000000 Penalty: 4316.003418
	Iteration 30Q: 3 clusters Score -2.768389e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575143 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -27684006.000000 Penalty: 4316.003418
	Iteration 31Q: 3 clusters Score -2.768401e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575689 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -27684092.000000 Penalty: 4316.003418
	Iteration 32Q: 3 clusters Score -2.768409e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576187 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -27684078.000000 Penalty: 4316.003418
	Iteration 33Q: 3 clusters Score -2.768408e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576601 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -27684226.000000 Penalty: 4316.003418
	Iteration 34Q: 3 clusters Score -2.768423e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576954 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -27684312.000000 Penalty: 4316.003418
	Iteration 35Q: 3 clusters Score -2.768431e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577276 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -27684402.000000 Penalty: 4316.003418
	Iteration 36Q: 3 clusters Score -2.76844e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577557 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -27684476.000000 Penalty: 4316.003418
	Iteration 37Q: 3 clusters Score -2.768448e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577802 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -27684474.000000 Penalty: 4316.003418
	Iteration 38Q: 3 clusters Score -2.768447e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578019 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -27684442.000000 Penalty: 4316.003418
	Iteration 39Q: 3 clusters Score -2.768444e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578188 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -27684508.000000 Penalty: 4316.003418
	Iteration 40F: 3 clusters Score -2.768451e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578318 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -27684510.000000 Penalty: 4316.003418
	Iteration 41Q: 3 clusters Score -2.768451e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578428 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -27684496.000000 Penalty: 4316.003418
	Iteration 42Q: 3 clusters Score -2.76845e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578527 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -27684486.000000 Penalty: 4316.003418
	Iteration 43Q: 3 clusters Score -2.768449e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578624 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -27684516.000000 Penalty: 4316.003418
	Iteration 44Q: 3 clusters Score -2.768452e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578716 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -27684572.000000 Penalty: 4316.003418
	Iteration 45Q: 3 clusters Score -2.768457e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578803 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -27684582.000000 Penalty: 4316.003418
	Iteration 46Q: 3 clusters Score -2.768458e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578877 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -27684582.000000 Penalty: 4316.003418
	Iteration 47Q: 3 clusters Score -2.768458e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578953 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -27684580.000000 Penalty: 4316.003418
	Iteration 48Q: 3 clusters Score -2.768458e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579018 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -27684594.000000 Penalty: 4316.003418
	Iteration 49Q: 3 clusters Score -2.768459e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579078 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -27684588.000000 Penalty: 4316.003418
	Iteration 50Q: 3 clusters Score -2.768459e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579131 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -27684576.000000 Penalty: 4316.003418
	Iteration 51Q: 3 clusters Score -2.768458e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579187 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -27684564.000000 Penalty: 4316.003418
	Iteration 52Q: 3 clusters Score -2.768456e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579240 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -27684548.000000 Penalty: 4316.003418
	Iteration 53Q: 3 clusters Score -2.768455e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579284 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -27684554.000000 Penalty: 4316.003418
	Iteration 54Q: 3 clusters Score -2.768455e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579329 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -27684576.000000 Penalty: 4316.003418
	Iteration 55Q: 3 clusters Score -2.768458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579360 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -27684580.000000 Penalty: 4316.003418
	Iteration 56Q: 3 clusters Score -2.768458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579401 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -27684592.000000 Penalty: 4316.003418
	Iteration 57Q: 3 clusters Score -2.768459e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579433 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -27684548.000000 Penalty: 4316.003418
	Iteration 58Q: 3 clusters Score -2.768455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579469 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -27684552.000000 Penalty: 4316.003418
	Iteration 59Q: 3 clusters Score -2.768455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579504 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -27684552.000000 Penalty: 4316.003418
	Iteration 60F: 3 clusters Score -2.768455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579532 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -27684580.000000 Penalty: 4316.003418
	Iteration 61Q: 3 clusters Score -2.768458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579563 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -27684594.000000 Penalty: 4316.003418
	Iteration 62Q: 3 clusters Score -2.768459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579583 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -27684604.000000 Penalty: 4316.003418
	Iteration 63Q: 3 clusters Score -2.76846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579603 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -27684602.000000 Penalty: 4316.003418
	Iteration 64Q: 3 clusters Score -2.76846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579621 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -27684600.000000 Penalty: 4316.003418
	Iteration 65Q: 3 clusters Score -2.76846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579642 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -27684618.000000 Penalty: 4316.003418
	Iteration 66Q: 3 clusters Score -2.768462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579659 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -27684600.000000 Penalty: 4316.003418
	Iteration 67Q: 3 clusters Score -2.76846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579672 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -27684614.000000 Penalty: 4316.003418
	Iteration 68Q: 3 clusters Score -2.768461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579689 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -27684626.000000 Penalty: 4316.003418
	Iteration 69Q: 3 clusters Score -2.768463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579703 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -27684618.000000 Penalty: 4316.003418
	Iteration 70Q: 3 clusters Score -2.768462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579710 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -27684610.000000 Penalty: 4316.003418
	Iteration 71Q: 3 clusters Score -2.768461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579724 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -27684608.000000 Penalty: 4316.003418
	Iteration 72Q: 3 clusters Score -2.768461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579735 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -27684600.000000 Penalty: 4316.003418
	Iteration 73Q: 3 clusters Score -2.76846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579746 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -27684620.000000 Penalty: 4316.003418
	Iteration 74Q: 3 clusters Score -2.768462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579751 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -27684628.000000 Penalty: 4316.003418
	Iteration 75Q: 3 clusters Score -2.768463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579755 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -27684618.000000 Penalty: 4316.003418
	Iteration 76Q: 3 clusters Score -2.768462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579763 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -27684592.000000 Penalty: 4316.003418
	Iteration 77Q: 3 clusters Score -2.768459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579769 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -27684608.000000 Penalty: 4316.003418
	Iteration 78Q: 3 clusters Score -2.768461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579775 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -27684602.000000 Penalty: 4316.003418
	Iteration 79Q: 3 clusters Score -2.76846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579785 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -27684586.000000 Penalty: 4316.003418
	Iteration 80F: 3 clusters Score -2.768459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579794 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -27684592.000000 Penalty: 4316.003418
	Iteration 81Q: 3 clusters Score -2.768459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579805 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -27684594.000000 Penalty: 4316.003418
	Iteration 82Q: 3 clusters Score -2.768459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579817 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -27684592.000000 Penalty: 4316.003418
	Iteration 83Q: 3 clusters Score -2.768459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579830 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -27684602.000000 Penalty: 4316.003418
	Iteration 84Q: 3 clusters Score -2.76846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579838 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -27684608.000000 Penalty: 4316.003418
	Iteration 85Q: 3 clusters Score -2.768461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579846 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -27684606.000000 Penalty: 4316.003418
	Iteration 86Q: 3 clusters Score -2.768461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579860 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -27684616.000000 Penalty: 4316.003418
	Iteration 87Q: 3 clusters Score -2.768462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579866 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -27684624.000000 Penalty: 4316.003418
	Iteration 88Q: 3 clusters Score -2.768462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579873 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -27684624.000000 Penalty: 4316.003418
	Iteration 89Q: 3 clusters Score -2.768462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579875 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -27684650.000000 Penalty: 4316.003418
	Iteration 90Q: 3 clusters Score -2.768465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579879 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -27684642.000000 Penalty: 4316.003418
	Iteration 91Q: 3 clusters Score -2.768464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579882 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -27684638.000000 Penalty: 4316.003418
	Iteration 92Q: 3 clusters Score -2.768464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579884 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -27684650.000000 Penalty: 4316.003418
	Iteration 93Q: 3 clusters Score -2.768465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579884 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -27684644.000000 Penalty: 4316.003418
	Iteration 94Q: 3 clusters Score -2.768464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579886 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -27684658.000000 Penalty: 4316.003418
	Iteration 95Q: 3 clusters Score -2.768466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579886 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -27684658.000000 Penalty: 4316.003418
	Iteration 96F: 3 clusters Score -2.768466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -544891.937500 Penalty: 1512.728638
	Iteration 0F: 2 clusters Score -544891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -537108.625000 Penalty: 3025.457275
	Iteration 0F: 3 clusters Score -537108.6 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -539678.000000 Penalty: 3025.457275
	Iteration 1F: 3 clusters Score -539678 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -539981.000000 Penalty: 3025.457275
	Iteration 2F: 3 clusters Score -539981 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -540264.250000 Penalty: 3025.457275
	Iteration 3F: 3 clusters Score -540264.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -540595.625000 Penalty: 3025.457275
	Iteration 4F: 3 clusters Score -540595.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -540993.125000 Penalty: 3025.457275
	Iteration 5F: 3 clusters Score -540993.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -541541.437500 Penalty: 3025.457275
	Iteration 6F: 3 clusters Score -541541.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -542166.250000 Penalty: 3025.457275
	Iteration 7F: 3 clusters Score -542166.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -542710.687500 Penalty: 3025.457275
	Iteration 8F: 3 clusters Score -542710.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -543113.937500 Penalty: 3025.457275
	Iteration 9Q: 3 clusters Score -543113.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -543365.437500 Penalty: 3025.457275
	Iteration 10Q: 3 clusters Score -543365.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -543505.687500 Penalty: 3025.457275
	Iteration 11Q: 3 clusters Score -543505.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -543592.437500 Penalty: 3025.457275
	Iteration 12Q: 3 clusters Score -543592.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -543635.875000 Penalty: 3025.457275
	Iteration 13Q: 3 clusters Score -543635.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -543662.500000 Penalty: 3025.457275
	Iteration 14Q: 3 clusters Score -543662.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -543683.187500 Penalty: 3025.457275
	Iteration 15Q: 3 clusters Score -543683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -543701.437500 Penalty: 3025.457275
	Iteration 16Q: 3 clusters Score -543701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -543710.562500 Penalty: 3025.457275
	Iteration 17Q: 3 clusters Score -543710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -543715.750000 Penalty: 3025.457275
	Iteration 18Q: 3 clusters Score -543715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -543720.437500 Penalty: 3025.457275
	Iteration 19Q: 3 clusters Score -543720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -543726.812500 Penalty: 3025.457275
	Iteration 20F: 3 clusters Score -543726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -543732.000000 Penalty: 3025.457275
	Iteration 21Q: 3 clusters Score -543732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -543741.875000 Penalty: 3025.457275
	Iteration 22Q: 3 clusters Score -543741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -543745.312500 Penalty: 3025.457275
	Iteration 23Q: 3 clusters Score -543745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -543746.375000 Penalty: 3025.457275
	Iteration 24Q: 3 clusters Score -543746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -543746.562500 Penalty: 3025.457275
	Iteration 25Q: 3 clusters Score -543746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -543746.562500 Penalty: 3025.457275
	Iteration 26F: 3 clusters Score -543746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Entering Unmasked Estep 
Score: -454202.843750 Penalty: 1486.123535
	Iteration 0F: 2 clusters Score -454202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -447387.687500 Penalty: 2972.247070
	Iteration 0F: 3 clusters Score -447387.7 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -449711.156250 Penalty: 2972.247070
	Iteration 1F: 3 clusters Score -449711.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -450096.187500 Penalty: 2972.247070
	Iteration 2F: 3 clusters Score -450096.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -450484.656250 Penalty: 2972.247070
	Iteration 3F: 3 clusters Score -450484.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -450866.562500 Penalty: 2972.247070
	Iteration 4F: 3 clusters Score -450866.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -451313.281250 Penalty: 2972.247070
	Iteration 5F: 3 clusters Score -451313.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -451828.343750 Penalty: 2972.247070
	Iteration 6F: 3 clusters Score -451828.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -452296.125000 Penalty: 2972.247070
	Iteration 7F: 3 clusters Score -452296.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -452586.500000 Penalty: 2972.247070
	Iteration 8Q: 3 clusters Score -452586.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -452712.062500 Penalty: 2972.247070
	Iteration 9Q: 3 clusters Score -452712.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -452780.531250 Penalty: 2972.247070
	Iteration 10Q: 3 clusters Score -452780.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -452829.843750 Penalty: 2972.247070
	Iteration 11Q: 3 clusters Score -452829.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -452854.218750 Penalty: 2972.247070
	Iteration 12Q: 3 clusters Score -452854.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -452878.687500 Penalty: 2972.247070
	Iteration 13Q: 3 clusters Score -452878.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -452893.812500 Penalty: 2972.247070
	Iteration 14Q: 3 clusters Score -452893.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -452909.281250 Penalty: 2972.247070
	Iteration 15Q: 3 clusters Score -452909.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -452925.968750 Penalty: 2972.247070
	Iteration 16Q: 3 clusters Score -452926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -452942.687500 Penalty: 2972.247070
	Iteration 17Q: 3 clusters Score -452942.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -452952.218750 Penalty: 2972.247070
	Iteration 18Q: 3 clusters Score -452952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -452958.843750 Penalty: 2972.247070
	Iteration 19Q: 3 clusters Score -452958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -452963.437500 Penalty: 2972.247070
	Iteration 20F: 3 clusters Score -452963.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -452971.500000 Penalty: 2972.247070
	Iteration 21Q: 3 clusters Score -452971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -452983.156250 Penalty: 2972.247070
	Iteration 22Q: 3 clusters Score -452983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -452995.062500 Penalty: 2972.247070
	Iteration 23Q: 3 clusters Score -452995.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -453004.468750 Penalty: 2972.247070
	Iteration 24Q: 3 clusters Score -453004.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -453010.500000 Penalty: 2972.247070
	Iteration 25Q: 3 clusters Score -453010.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -453016.343750 Penalty: 2972.247070
	Iteration 26Q: 3 clusters Score -453016.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -453025.625000 Penalty: 2972.247070
	Iteration 27Q: 3 clusters Score -453025.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -453028.593750 Penalty: 2972.247070
	Iteration 28Q: 3 clusters Score -453028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -453033.312500 Penalty: 2972.247070
	Iteration 29Q: 3 clusters Score -453033.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -453037.093750 Penalty: 2972.247070
	Iteration 30Q: 3 clusters Score -453037.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -453042.906250 Penalty: 2972.247070
	Iteration 31Q: 3 clusters Score -453042.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -453048.062500 Penalty: 2972.247070
	Iteration 32Q: 3 clusters Score -453048.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -453051.812500 Penalty: 2972.247070
	Iteration 33Q: 3 clusters Score -453051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -453055.906250 Penalty: 2972.247070
	Iteration 34Q: 3 clusters Score -453055.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -453061.281250 Penalty: 2972.247070
	Iteration 35Q: 3 clusters Score -453061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -453064.750000 Penalty: 2972.247070
	Iteration 36Q: 3 clusters Score -453064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -453068.406250 Penalty: 2972.247070
	Iteration 37Q: 3 clusters Score -453068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -453068.062500 Penalty: 2972.247070
	Iteration 38Q: 3 clusters Score -453068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -453067.875000 Penalty: 2972.247070
	Iteration 39Q: 3 clusters Score -453067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -453068.281250 Penalty: 2972.247070
	Iteration 40F: 3 clusters Score -453068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -453069.656250 Penalty: 2972.247070
	Iteration 41Q: 3 clusters Score -453069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -453070.250000 Penalty: 2972.247070
	Iteration 42Q: 3 clusters Score -453070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -453071.125000 Penalty: 2972.247070
	Iteration 43Q: 3 clusters Score -453071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -453070.718750 Penalty: 2972.247070
	Iteration 44Q: 3 clusters Score -453070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -453070.843750 Penalty: 2972.247070
	Iteration 45Q: 3 clusters Score -453070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -453072.062500 Penalty: 2972.247070
	Iteration 46Q: 3 clusters Score -453072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -453072.062500 Penalty: 2972.247070
	Iteration 47F: 3 clusters Score -453072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Entering Unmasked Estep 
Score: -3096457.000000 Penalty: 1796.233276
	Iteration 0F: 2 clusters Score -3096457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -3054222.000000 Penalty: 3592.466553
	Iteration 0F: 3 clusters Score -3054222 nChanged 29876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3071536.500000 Penalty: 3592.466553
	Iteration 1F: 3 clusters Score -3071536 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -3072315.500000 Penalty: 3592.466553
	Iteration 2Q: 3 clusters Score -3072316 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -3073424.000000 Penalty: 3592.466553
	Iteration 3Q: 3 clusters Score -3073424 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -3075026.500000 Penalty: 3592.466553
	Iteration 4F: 3 clusters Score -3075026 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -3077657.000000 Penalty: 3592.466553
	Iteration 5F: 3 clusters Score -3077657 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -3081427.250000 Penalty: 3592.466553
	Iteration 6F: 3 clusters Score -3081427 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -3085958.000000 Penalty: 3592.466553
	Iteration 7F: 3 clusters Score -3085958 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -3089973.000000 Penalty: 3592.466553
	Iteration 8F: 3 clusters Score -3089973 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -3092583.000000 Penalty: 3592.466553
	Iteration 9Q: 3 clusters Score -3092583 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -3093903.750000 Penalty: 3592.466553
	Iteration 10Q: 3 clusters Score -3093904 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -3094434.500000 Penalty: 3592.466553
	Iteration 11Q: 3 clusters Score -3094434 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -3094654.500000 Penalty: 3592.466553
	Iteration 12Q: 3 clusters Score -3094654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -3094752.000000 Penalty: 3592.466553
	Iteration 13Q: 3 clusters Score -3094752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -3094791.000000 Penalty: 3592.466553
	Iteration 14Q: 3 clusters Score -3094791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -3094825.250000 Penalty: 3592.466553
	Iteration 15Q: 3 clusters Score -3094825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -3094842.250000 Penalty: 3592.466553
	Iteration 16Q: 3 clusters Score -3094842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -3094844.250000 Penalty: 3592.466553
	Iteration 17Q: 3 clusters Score -3094844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -3094861.000000 Penalty: 3592.466553
	Iteration 18Q: 3 clusters Score -3094861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -3094861.000000 Penalty: 3592.466553
	Iteration 19Q: 3 clusters Score -3094861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -3094871.750000 Penalty: 3592.466553
	Iteration 20F: 3 clusters Score -3094872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -3094883.500000 Penalty: 3592.466553
	Iteration 21Q: 3 clusters Score -3094884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -3094896.750000 Penalty: 3592.466553
	Iteration 22Q: 3 clusters Score -3094897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -3094908.250000 Penalty: 3592.466553
	Iteration 23Q: 3 clusters Score -3094908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -3094917.000000 Penalty: 3592.466553
	Iteration 24Q: 3 clusters Score -3094917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -3094922.000000 Penalty: 3592.466553
	Iteration 25Q: 3 clusters Score -3094922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -3094924.750000 Penalty: 3592.466553
	Iteration 26Q: 3 clusters Score -3094925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -3094925.500000 Penalty: 3592.466553
	Iteration 27Q: 3 clusters Score -3094926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -3094925.500000 Penalty: 3592.466553
	Iteration 28F: 3 clusters Score -3094926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Entering Unmasked Estep 
Score: -731973.375000 Penalty: 1560.957153
	Iteration 0F: 2 clusters Score -731973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -721685.312500 Penalty: 3121.914307
	Iteration 0F: 3 clusters Score -721685.3 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -725448.437500 Penalty: 3121.914307
	Iteration 1F: 3 clusters Score -725448.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -725877.687500 Penalty: 3121.914307
	Iteration 2F: 3 clusters Score -725877.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -726273.937500 Penalty: 3121.914307
	Iteration 3Q: 3 clusters Score -726273.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -726693.312500 Penalty: 3121.914307
	Iteration 4Q: 3 clusters Score -726693.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -727188.062500 Penalty: 3121.914307
	Iteration 5Q: 3 clusters Score -727188.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -727661.687500 Penalty: 3121.914307
	Iteration 6Q: 3 clusters Score -727661.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -728126.750000 Penalty: 3121.914307
	Iteration 7Q: 3 clusters Score -728126.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -728580.875000 Penalty: 3121.914307
	Iteration 8Q: 3 clusters Score -728580.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -728940.250000 Penalty: 3121.914307
	Iteration 9Q: 3 clusters Score -728940.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -729232.625000 Penalty: 3121.914307
	Iteration 10Q: 3 clusters Score -729232.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -729453.000000 Penalty: 3121.914307
	Iteration 11Q: 3 clusters Score -729453 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -729582.375000 Penalty: 3121.914307
	Iteration 12Q: 3 clusters Score -729582.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -729665.750000 Penalty: 3121.914307
	Iteration 13Q: 3 clusters Score -729665.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -729717.937500 Penalty: 3121.914307
	Iteration 14Q: 3 clusters Score -729717.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -729758.625000 Penalty: 3121.914307
	Iteration 15Q: 3 clusters Score -729758.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -729787.562500 Penalty: 3121.914307
	Iteration 16Q: 3 clusters Score -729787.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -729809.250000 Penalty: 3121.914307
	Iteration 17Q: 3 clusters Score -729809.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -729825.562500 Penalty: 3121.914307
	Iteration 18Q: 3 clusters Score -729825.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -729846.187500 Penalty: 3121.914307
	Iteration 19Q: 3 clusters Score -729846.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -729859.062500 Penalty: 3121.914307
	Iteration 20F: 3 clusters Score -729859.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -729870.687500 Penalty: 3121.914307
	Iteration 21Q: 3 clusters Score -729870.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -729878.187500 Penalty: 3121.914307
	Iteration 22Q: 3 clusters Score -729878.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -729887.375000 Penalty: 3121.914307
	Iteration 23Q: 3 clusters Score -729887.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -729895.500000 Penalty: 3121.914307
	Iteration 24Q: 3 clusters Score -729895.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -729903.062500 Penalty: 3121.914307
	Iteration 25Q: 3 clusters Score -729903.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -729910.812500 Penalty: 3121.914307
	Iteration 26Q: 3 clusters Score -729910.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -729919.687500 Penalty: 3121.914307
	Iteration 27Q: 3 clusters Score -729919.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -729929.687500 Penalty: 3121.914307
	Iteration 28Q: 3 clusters Score -729929.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -729938.312500 Penalty: 3121.914307
	Iteration 29Q: 3 clusters Score -729938.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -729944.000000 Penalty: 3121.914307
	Iteration 30Q: 3 clusters Score -729944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -729952.937500 Penalty: 3121.914307
	Iteration 31Q: 3 clusters Score -729952.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -729959.812500 Penalty: 3121.914307
	Iteration 32Q: 3 clusters Score -729959.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -729966.187500 Penalty: 3121.914307
	Iteration 33Q: 3 clusters Score -729966.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -729975.437500 Penalty: 3121.914307
	Iteration 34Q: 3 clusters Score -729975.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -729978.375000 Penalty: 3121.914307
	Iteration 35Q: 3 clusters Score -729978.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -729982.375000 Penalty: 3121.914307
	Iteration 36Q: 3 clusters Score -729982.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -729988.312500 Penalty: 3121.914307
	Iteration 37Q: 3 clusters Score -729988.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -729988.312500 Penalty: 3121.914307
	Iteration 38Q: 3 clusters Score -729988.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -729990.312500 Penalty: 3121.914307
	Iteration 39Q: 3 clusters Score -729990.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -729997.875000 Penalty: 3121.914307
	Iteration 40F: 3 clusters Score -729997.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -730000.250000 Penalty: 3121.914307
	Iteration 41Q: 3 clusters Score -730000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -730001.687500 Penalty: 3121.914307
	Iteration 42Q: 3 clusters Score -730001.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -730004.562500 Penalty: 3121.914307
	Iteration 43Q: 3 clusters Score -730004.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -730007.062500 Penalty: 3121.914307
	Iteration 44Q: 3 clusters Score -730007.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -730007.437500 Penalty: 3121.914307
	Iteration 45Q: 3 clusters Score -730007.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -730010.437500 Penalty: 3121.914307
	Iteration 46Q: 3 clusters Score -730010.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -730010.437500 Penalty: 3121.914307
	Iteration 47Q: 3 clusters Score -730010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -730010.187500 Penalty: 3121.914307
	Iteration 48Q: 3 clusters Score -730010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -730011.750000 Penalty: 3121.914307
	Iteration 49Q: 3 clusters Score -730011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -730012.750000 Penalty: 3121.914307
	Iteration 50Q: 3 clusters Score -730012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -730015.125000 Penalty: 3121.914307
	Iteration 51Q: 3 clusters Score -730015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -730016.937500 Penalty: 3121.914307
	Iteration 52Q: 3 clusters Score -730016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -730018.125000 Penalty: 3121.914307
	Iteration 53Q: 3 clusters Score -730018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -730018.125000 Penalty: 3121.914307
	Iteration 54Q: 3 clusters Score -730018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -730019.250000 Penalty: 3121.914307
	Iteration 55Q: 3 clusters Score -730019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -730019.312500 Penalty: 3121.914307
	Iteration 56Q: 3 clusters Score -730019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -730020.125000 Penalty: 3121.914307
	Iteration 57Q: 3 clusters Score -730020.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -730024.000000 Penalty: 3121.914307
	Iteration 58Q: 3 clusters Score -730024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -730021.562500 Penalty: 3121.914307
	Iteration 59Q: 3 clusters Score -730021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -730025.562500 Penalty: 3121.914307
	Iteration 60F: 3 clusters Score -730025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -730024.625000 Penalty: 3121.914307
	Iteration 61Q: 3 clusters Score -730024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -730023.750000 Penalty: 3121.914307
	Iteration 62Q: 3 clusters Score -730023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -730024.562500 Penalty: 3121.914307
	Iteration 63Q: 3 clusters Score -730024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -730023.437500 Penalty: 3121.914307
	Iteration 64Q: 3 clusters Score -730023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -730023.312500 Penalty: 3121.914307
	Iteration 65Q: 3 clusters Score -730023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -730023.812500 Penalty: 3121.914307
	Iteration 66Q: 3 clusters Score -730023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -730024.812500 Penalty: 3121.914307
	Iteration 67Q: 3 clusters Score -730024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -730024.812500 Penalty: 3121.914307
	Iteration 68F: 3 clusters Score -730024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Entering Unmasked Estep 
Score: -470763.375000 Penalty: 1480.746582
	Iteration 0F: 2 clusters Score -470763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -464217.031250 Penalty: 2961.493164
	Iteration 0F: 3 clusters Score -464217 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -466222.812500 Penalty: 2961.493164
	Iteration 1F: 3 clusters Score -466222.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -466424.468750 Penalty: 2961.493164
	Iteration 2F: 3 clusters Score -466424.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -466616.812500 Penalty: 2961.493164
	Iteration 3Q: 3 clusters Score -466616.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -466843.562500 Penalty: 2961.493164
	Iteration 4Q: 3 clusters Score -466843.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -467132.156250 Penalty: 2961.493164
	Iteration 5F: 3 clusters Score -467132.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -467492.656250 Penalty: 2961.493164
	Iteration 6F: 3 clusters Score -467492.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -467905.562500 Penalty: 2961.493164
	Iteration 7F: 3 clusters Score -467905.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -468367.750000 Penalty: 2961.493164
	Iteration 8F: 3 clusters Score -468367.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -468801.937500 Penalty: 2961.493164
	Iteration 9F: 3 clusters Score -468801.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -469142.125000 Penalty: 2961.493164
	Iteration 10Q: 3 clusters Score -469142.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -469349.656250 Penalty: 2961.493164
	Iteration 11Q: 3 clusters Score -469349.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -469438.875000 Penalty: 2961.493164
	Iteration 12Q: 3 clusters Score -469438.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -469486.562500 Penalty: 2961.493164
	Iteration 13Q: 3 clusters Score -469486.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -469518.500000 Penalty: 2961.493164
	Iteration 14Q: 3 clusters Score -469518.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -469537.656250 Penalty: 2961.493164
	Iteration 15Q: 3 clusters Score -469537.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -469556.875000 Penalty: 2961.493164
	Iteration 16Q: 3 clusters Score -469556.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -469569.937500 Penalty: 2961.493164
	Iteration 17Q: 3 clusters Score -469569.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -469584.937500 Penalty: 2961.493164
	Iteration 18Q: 3 clusters Score -469584.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -469592.031250 Penalty: 2961.493164
	Iteration 19Q: 3 clusters Score -469592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -469599.187500 Penalty: 2961.493164
	Iteration 20F: 3 clusters Score -469599.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -469604.437500 Penalty: 2961.493164
	Iteration 21Q: 3 clusters Score -469604.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -469606.500000 Penalty: 2961.493164
	Iteration 22Q: 3 clusters Score -469606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -469608.468750 Penalty: 2961.493164
	Iteration 23Q: 3 clusters Score -469608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -469609.218750 Penalty: 2961.493164
	Iteration 24Q: 3 clusters Score -469609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -469609.906250 Penalty: 2961.493164
	Iteration 25Q: 3 clusters Score -469609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -469612.093750 Penalty: 2961.493164
	Iteration 26Q: 3 clusters Score -469612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -469612.093750 Penalty: 2961.493164
	Iteration 27F: 3 clusters Score -469612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -85514.890625 Penalty: 1214.834717
	Iteration 0F: 2 clusters Score -85514.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -83545.007812 Penalty: 2429.669434
	Iteration 0F: 3 clusters Score -83545.01 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -83914.140625 Penalty: 2429.669434
	Iteration 1F: 3 clusters Score -83914.14 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -84005.742188 Penalty: 2429.669434
	Iteration 2F: 3 clusters Score -84005.74 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -84049.109375 Penalty: 2429.669434
	Iteration 3Q: 3 clusters Score -84049.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -84071.132812 Penalty: 2429.669434
	Iteration 4Q: 3 clusters Score -84071.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -84087.851562 Penalty: 2429.669434
	Iteration 5Q: 3 clusters Score -84087.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -84102.914062 Penalty: 2429.669434
	Iteration 6Q: 3 clusters Score -84102.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -84112.843750 Penalty: 2429.669434
	Iteration 7Q: 3 clusters Score -84112.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -84120.851562 Penalty: 2429.669434
	Iteration 8Q: 3 clusters Score -84120.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -84129.109375 Penalty: 2429.669434
	Iteration 9Q: 3 clusters Score -84129.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -84134.359375 Penalty: 2429.669434
	Iteration 10Q: 3 clusters Score -84134.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -84140.132812 Penalty: 2429.669434
	Iteration 11Q: 3 clusters Score -84140.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -84143.859375 Penalty: 2429.669434
	Iteration 12Q: 3 clusters Score -84143.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -84146.476562 Penalty: 2429.669434
	Iteration 13Q: 3 clusters Score -84146.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -84148.382812 Penalty: 2429.669434
	Iteration 14Q: 3 clusters Score -84148.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -84150.015625 Penalty: 2429.669434
	Iteration 15Q: 3 clusters Score -84150.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -84151.203125 Penalty: 2429.669434
	Iteration 16Q: 3 clusters Score -84151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -84152.312500 Penalty: 2429.669434
	Iteration 17Q: 3 clusters Score -84152.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -84153.250000 Penalty: 2429.669434
	Iteration 18Q: 3 clusters Score -84153.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -84153.953125 Penalty: 2429.669434
	Iteration 19Q: 3 clusters Score -84153.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -84155.210938 Penalty: 2429.669434
	Iteration 20F: 3 clusters Score -84155.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -84156.187500 Penalty: 2429.669434
	Iteration 21Q: 3 clusters Score -84156.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -84156.398438 Penalty: 2429.669434
	Iteration 22Q: 3 clusters Score -84156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84157.179688 Penalty: 2429.669434
	Iteration 23Q: 3 clusters Score -84157.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84157.507812 Penalty: 2429.669434
	Iteration 24Q: 3 clusters Score -84157.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84157.507812 Penalty: 2429.669434
	Iteration 25F: 3 clusters Score -84157.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -182263.781250 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -182263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -179075.328125 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -179075.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -179930.750000 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -179930.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -180117.609375 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -180117.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -180251.421875 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -180251.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -180365.031250 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -180365 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -180463.093750 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -180463.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -180539.234375 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -180539.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -180595.125000 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -180595.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -180643.078125 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -180643.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -180685.750000 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -180685.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -180722.156250 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -180722.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -180756.718750 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -180756.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -180794.468750 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -180794.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -180821.625000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -180821.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -180838.781250 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -180838.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -180865.281250 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -180865.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -180894.234375 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -180894.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -180919.531250 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -180919.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -180936.359375 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -180936.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -180954.750000 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -180954.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -180973.109375 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -180973.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -180989.078125 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -180989.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -180999.140625 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -180999.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -181008.828125 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -181008.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -181019.937500 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -181019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -181031.031250 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -181031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -181045.671875 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -181045.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -181061.218750 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -181061.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -181075.437500 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -181075.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -181089.593750 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -181089.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -181104.078125 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -181104.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -181123.796875 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -181123.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -181138.812500 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -181138.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -181153.953125 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -181154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -181164.812500 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -181164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -181171.078125 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -181171.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -181178.546875 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -181178.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -181184.718750 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -181184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -181186.640625 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -181186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -181188.671875 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -181188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -181190.203125 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -181190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -181190.656250 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -181190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -181191.500000 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -181191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -181192.687500 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -181192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -181193.703125 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -181193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -181194.734375 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -181194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -181195.453125 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -181195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -181195.453125 Penalty: 2676.061279
	Iteration 47F: 3 clusters Score -181195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 5127 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55752 members 
Mstep: Class 10 contains 585377 members 
Mstep: Class 11 contains 11038 members 
Mstep: Class 12 contains 9371 members 
Mstep: Class 13 contains 63180 members 
Mstep: Class 15 contains 14852 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535520.000000 Penalty: 37573.226562
Iteration 159Q: 18 clusters Score -3.753552e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5895 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 5115 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8584 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55738 members 
Mstep: Class 10 contains 585446 members 
Mstep: Class 11 contains 11045 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 63155 members 
Mstep: Class 15 contains 14844 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535516.000000 Penalty: 37573.226562
Iteration 160F: 18 clusters Score -3.753552e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 4821 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8582 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55730 members 
Mstep: Class 10 contains 585510 members 
Mstep: Class 11 contains 11051 members 
Mstep: Class 12 contains 9348 members 
Mstep: Class 13 contains 63121 members 
Mstep: Class 15 contains 14840 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 18 clusters Score -3.753556e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 5085 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55723 members 
Mstep: Class 10 contains 585582 members 
Mstep: Class 11 contains 11056 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 63084 members 
Mstep: Class 15 contains 14834 members 
Mstep: Class 16 contains 9063 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535572.000000 Penalty: 37573.226562
Iteration 162Q: 18 clusters Score -3.753557e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8577 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55715 members 
Mstep: Class 10 contains 585637 members 
Mstep: Class 11 contains 11062 members 
Mstep: Class 12 contains 9332 members 
Mstep: Class 13 contains 63055 members 
Mstep: Class 15 contains 14827 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535656.000000 Penalty: 37573.226562
Iteration 163Q: 18 clusters Score -3.753566e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55707 members 
Mstep: Class 10 contains 585688 members 
Mstep: Class 11 contains 11064 members 
Mstep: Class 12 contains 9324 members 
Mstep: Class 13 contains 63030 members 
Mstep: Class 15 contains 14821 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 18 clusters Score -3.753563e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 9021 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55705 members 
Mstep: Class 10 contains 585720 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 9321 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535584.000000 Penalty: 37573.226562
Iteration 165Q: 18 clusters Score -3.753558e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 4845 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55696 members 
Mstep: Class 10 contains 585770 members 
Mstep: Class 11 contains 11066 members 
Mstep: Class 12 contains 9320 members 
Mstep: Class 13 contains 62977 members 
Mstep: Class 15 contains 14809 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535580.000000 Penalty: 37573.226562
Iteration 166Q: 18 clusters Score -3.753558e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 5900 members 
Mstep: Class 3 contains 4846 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55684 members 
Mstep: Class 10 contains 585822 members 
Mstep: Class 11 contains 11066 members 
Mstep: Class 12 contains 9308 members 
Mstep: Class 13 contains 62960 members 
Mstep: Class 15 contains 14805 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535568.000000 Penalty: 37573.226562
Iteration 167Q: 18 clusters Score -3.753557e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 4852 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55673 members 
Mstep: Class 10 contains 585869 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 62945 members 
Mstep: Class 15 contains 14800 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535564.000000 Penalty: 37573.226562
Iteration 168Q: 18 clusters Score -3.753556e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 4852 members 
Mstep: Class 4 contains 9000 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55660 members 
Mstep: Class 10 contains 585911 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 9282 members 
Mstep: Class 13 contains 62936 members 
Mstep: Class 15 contains 14796 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535552.000000 Penalty: 37573.226562
Iteration 169Q: 18 clusters Score -3.753555e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 4854 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8557 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55648 members 
Mstep: Class 10 contains 585958 members 
Mstep: Class 11 contains 11068 members 
Mstep: Class 12 contains 9262 members 
Mstep: Class 13 contains 62919 members 
Mstep: Class 15 contains 14791 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535556.000000 Penalty: 37573.226562
Iteration 170Q: 18 clusters Score -3.753556e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 4859 members 
Mstep: Class 4 contains 8998 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8555 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55639 members 
Mstep: Class 10 contains 585998 members 
Mstep: Class 11 contains 11071 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 62910 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535564.000000 Penalty: 37573.226562
Iteration 171Q: 18 clusters Score -3.753556e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 5915 members 
Mstep: Class 3 contains 4865 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55636 members 
Mstep: Class 10 contains 586031 members 
Mstep: Class 11 contains 11072 members 
Mstep: Class 12 contains 9218 members 
Mstep: Class 13 contains 62902 members 
Mstep: Class 15 contains 14781 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535560.000000 Penalty: 37573.226562
Iteration 172Q: 18 clusters Score -3.753556e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 5916 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 8992 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55634 members 
Mstep: Class 10 contains 586084 members 
Mstep: Class 11 contains 11072 members 
Mstep: Class 12 contains 9203 members 
Mstep: Class 13 contains 62887 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535604.000000 Penalty: 37573.226562
Iteration 173Q: 18 clusters Score -3.75356e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 4865 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55624 members 
Mstep: Class 10 contains 586127 members 
Mstep: Class 11 contains 11074 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 62876 members 
Mstep: Class 15 contains 14770 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535604.000000 Penalty: 37573.226562
Iteration 174Q: 18 clusters Score -3.75356e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8553 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55615 members 
Mstep: Class 10 contains 586154 members 
Mstep: Class 11 contains 11076 members 
Mstep: Class 12 contains 9172 members 
Mstep: Class 13 contains 62866 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 9044 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535608.000000 Penalty: 37573.226562
Iteration 175Q: 18 clusters Score -3.753561e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 5923 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8553 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55609 members 
Mstep: Class 10 contains 586164 members 
Mstep: Class 11 contains 11079 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 62857 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535624.000000 Penalty: 37573.226562
Iteration 176Q: 18 clusters Score -3.753562e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5922 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 8976 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8551 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55605 members 
Mstep: Class 10 contains 586180 members 
Mstep: Class 11 contains 11082 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 62853 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535636.000000 Penalty: 37573.226562
Iteration 177Q: 18 clusters Score -3.753564e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5923 members 
Mstep: Class 3 contains 4867 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55603 members 
Mstep: Class 10 contains 586199 members 
Mstep: Class 11 contains 11085 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 13 contains 62847 members 
Mstep: Class 15 contains 14762 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535680.000000 Penalty: 37573.226562
Iteration 178Q: 18 clusters Score -3.753568e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5926 members 
Mstep: Class 3 contains 4866 members 
Mstep: Class 4 contains 8971 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55604 members 
Mstep: Class 10 contains 586210 members 
Mstep: Class 11 contains 11092 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 62840 members 
Mstep: Class 15 contains 14760 members 
Mstep: Class 16 contains 9063 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535668.000000 Penalty: 37573.226562
Iteration 179Q: 18 clusters Score -3.753567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5929 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 55601 members 
Mstep: Class 10 contains 586216 members 
Mstep: Class 11 contains 11099 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 62832 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 9062 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535660.000000 Penalty: 37573.226562
Iteration 180F: 18 clusters Score -3.753566e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 55600 members 
Mstep: Class 10 contains 586217 members 
Mstep: Class 11 contains 11104 members 
Mstep: Class 12 contains 9118 members 
Mstep: Class 13 contains 62826 members 
Mstep: Class 15 contains 14756 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 18 clusters Score -3.753569e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 4870 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55588 members 
Mstep: Class 10 contains 586219 members 
Mstep: Class 11 contains 11111 members 
Mstep: Class 12 contains 9113 members 
Mstep: Class 13 contains 62823 members 
Mstep: Class 15 contains 14753 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535736.000000 Penalty: 37573.226562
Iteration 182Q: 18 clusters Score -3.753574e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5947 members 
Mstep: Class 3 contains 4873 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55579 members 
Mstep: Class 10 contains 586225 members 
Mstep: Class 11 contains 11116 members 
Mstep: Class 12 contains 9106 members 
Mstep: Class 13 contains 62819 members 
Mstep: Class 15 contains 14751 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535716.000000 Penalty: 37573.226562
Iteration 183Q: 18 clusters Score -3.753572e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55566 members 
Mstep: Class 10 contains 586229 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 9099 members 
Mstep: Class 13 contains 62812 members 
Mstep: Class 15 contains 14752 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535700.000000 Penalty: 37573.226562
Iteration 184Q: 18 clusters Score -3.75357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 4882 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55555 members 
Mstep: Class 10 contains 586241 members 
Mstep: Class 11 contains 11126 members 
Mstep: Class 12 contains 9099 members 
Mstep: Class 13 contains 62804 members 
Mstep: Class 15 contains 14752 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535680.000000 Penalty: 37573.226562
Iteration 185Q: 18 clusters Score -3.753568e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 4884 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55547 members 
Mstep: Class 10 contains 586253 members 
Mstep: Class 11 contains 11134 members 
Mstep: Class 12 contains 9093 members 
Mstep: Class 13 contains 62793 members 
Mstep: Class 15 contains 14752 members 
Mstep: Class 16 contains 9086 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535704.000000 Penalty: 37573.226562
Iteration 186Q: 18 clusters Score -3.75357e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 8974 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55536 members 
Mstep: Class 10 contains 586259 members 
Mstep: Class 11 contains 11140 members 
Mstep: Class 12 contains 9088 members 
Mstep: Class 13 contains 62789 members 
Mstep: Class 15 contains 14750 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535708.000000 Penalty: 37573.226562
Iteration 187Q: 18 clusters Score -3.753571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4887 members 
Mstep: Class 4 contains 8975 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55523 members 
Mstep: Class 10 contains 586279 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 9076 members 
Mstep: Class 13 contains 62785 members 
Mstep: Class 15 contains 14750 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535700.000000 Penalty: 37573.226562
Iteration 188Q: 18 clusters Score -3.75357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 8976 members 
Mstep: Class 5 contains 5051 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55522 members 
Mstep: Class 10 contains 586290 members 
Mstep: Class 11 contains 11145 members 
Mstep: Class 12 contains 9071 members 
Mstep: Class 13 contains 62778 members 
Mstep: Class 15 contains 14747 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535692.000000 Penalty: 37573.226562
Iteration 189Q: 18 clusters Score -3.753569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 5046 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55517 members 
Mstep: Class 10 contains 586307 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 62771 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 9102 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535716.000000 Penalty: 37573.226562
Iteration 190Q: 18 clusters Score -3.753572e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5971 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55515 members 
Mstep: Class 10 contains 586307 members 
Mstep: Class 11 contains 11152 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 62766 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535652.000000 Penalty: 37573.226562
Iteration 191Q: 18 clusters Score -3.753565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5978 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 8976 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55507 members 
Mstep: Class 10 contains 586317 members 
Mstep: Class 11 contains 11155 members 
Mstep: Class 12 contains 9051 members 
Mstep: Class 13 contains 62761 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535656.000000 Penalty: 37573.226562
Iteration 192Q: 18 clusters Score -3.753566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 8976 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55505 members 
Mstep: Class 10 contains 586326 members 
Mstep: Class 11 contains 11157 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 62756 members 
Mstep: Class 15 contains 14742 members 
Mstep: Class 16 contains 9117 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535684.000000 Penalty: 37573.226562
Iteration 193Q: 18 clusters Score -3.753568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 4890 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55501 members 
Mstep: Class 10 contains 586328 members 
Mstep: Class 11 contains 11161 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 62749 members 
Mstep: Class 15 contains 14740 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535728.000000 Penalty: 37573.226562
Iteration 194Q: 18 clusters Score -3.753573e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55497 members 
Mstep: Class 10 contains 586347 members 
Mstep: Class 11 contains 11166 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 62745 members 
Mstep: Class 15 contains 14736 members 
Mstep: Class 16 contains 9115 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535700.000000 Penalty: 37573.226562
Iteration 195Q: 18 clusters Score -3.75357e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55497 members 
Mstep: Class 10 contains 586368 members 
Mstep: Class 11 contains 11167 members 
Mstep: Class 12 contains 9022 members 
Mstep: Class 13 contains 62742 members 
Mstep: Class 15 contains 14729 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535740.000000 Penalty: 37573.226562
Iteration 196Q: 18 clusters Score -3.753574e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55497 members 
Mstep: Class 10 contains 586385 members 
Mstep: Class 11 contains 11170 members 
Mstep: Class 12 contains 9007 members 
Mstep: Class 13 contains 62737 members 
Mstep: Class 15 contains 14725 members 
Mstep: Class 16 contains 9106 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535764.000000 Penalty: 37573.226562
Iteration 197Q: 18 clusters Score -3.753576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 5037 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55491 members 
Mstep: Class 10 contains 586411 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 8997 members 
Mstep: Class 13 contains 62726 members 
Mstep: Class 15 contains 14723 members 
Mstep: Class 16 contains 9102 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535736.000000 Penalty: 37573.226562
Iteration 198Q: 18 clusters Score -3.753574e+07 nChanged 63
Entering ConstructFrom: 
Score: -37535736.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (16362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Entering Unmasked Estep 
Score: -754603.062500 Penalty: 1576.691528
	Iteration 0F: 2 clusters Score -754603.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -743351.187500 Penalty: 3153.383057
	Iteration 0F: 3 clusters Score -743351.2 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -747279.125000 Penalty: 3153.383057
	Iteration 1F: 3 clusters Score -747279.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -747549.625000 Penalty: 3153.383057
	Iteration 2Q: 3 clusters Score -747549.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -747820.187500 Penalty: 3153.383057
	Iteration 3Q: 3 clusters Score -747820.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -748141.562500 Penalty: 3153.383057
	Iteration 4Q: 3 clusters Score -748141.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -748578.250000 Penalty: 3153.383057
	Iteration 5Q: 3 clusters Score -748578.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -749150.062500 Penalty: 3153.383057
	Iteration 6Q: 3 clusters Score -749150.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -749867.625000 Penalty: 3153.383057
	Iteration 7F: 3 clusters Score -749867.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -750649.000000 Penalty: 3153.383057
	Iteration 8F: 3 clusters Score -750649 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -751412.937500 Penalty: 3153.383057
	Iteration 9F: 3 clusters Score -751412.9 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -752063.500000 Penalty: 3153.383057
	Iteration 10F: 3 clusters Score -752063.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -752522.187500 Penalty: 3153.383057
	Iteration 11Q: 3 clusters Score -752522.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -752839.687500 Penalty: 3153.383057
	Iteration 12Q: 3 clusters Score -752839.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -753037.500000 Penalty: 3153.383057
	Iteration 13Q: 3 clusters Score -753037.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -753166.812500 Penalty: 3153.383057
	Iteration 14Q: 3 clusters Score -753166.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -753284.250000 Penalty: 3153.383057
	Iteration 15Q: 3 clusters Score -753284.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -753366.187500 Penalty: 3153.383057
	Iteration 16Q: 3 clusters Score -753366.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -753427.187500 Penalty: 3153.383057
	Iteration 17Q: 3 clusters Score -753427.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -753479.062500 Penalty: 3153.383057
	Iteration 18Q: 3 clusters Score -753479.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -753520.625000 Penalty: 3153.383057
	Iteration 19Q: 3 clusters Score -753520.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -753559.125000 Penalty: 3153.383057
	Iteration 20F: 3 clusters Score -753559.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -753599.875000 Penalty: 3153.383057
	Iteration 21Q: 3 clusters Score -753599.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -753638.375000 Penalty: 3153.383057
	Iteration 22Q: 3 clusters Score -753638.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -753666.375000 Penalty: 3153.383057
	Iteration 23Q: 3 clusters Score -753666.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -753687.875000 Penalty: 3153.383057
	Iteration 24Q: 3 clusters Score -753687.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -753710.625000 Penalty: 3153.383057
	Iteration 25Q: 3 clusters Score -753710.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -753724.750000 Penalty: 3153.383057
	Iteration 26Q: 3 clusters Score -753724.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -753736.000000 Penalty: 3153.383057
	Iteration 27Q: 3 clusters Score -753736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -753743.500000 Penalty: 3153.383057
	Iteration 28Q: 3 clusters Score -753743.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -753751.437500 Penalty: 3153.383057
	Iteration 29Q: 3 clusters Score -753751.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -753756.250000 Penalty: 3153.383057
	Iteration 30Q: 3 clusters Score -753756.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -753757.812500 Penalty: 3153.383057
	Iteration 31Q: 3 clusters Score -753757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -753761.125000 Penalty: 3153.383057
	Iteration 32Q: 3 clusters Score -753761.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -753765.562500 Penalty: 3153.383057
	Iteration 33Q: 3 clusters Score -753765.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -753772.187500 Penalty: 3153.383057
	Iteration 34Q: 3 clusters Score -753772.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -753776.312500 Penalty: 3153.383057
	Iteration 35Q: 3 clusters Score -753776.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -753780.687500 Penalty: 3153.383057
	Iteration 36Q: 3 clusters Score -753780.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -753787.500000 Penalty: 3153.383057
	Iteration 37Q: 3 clusters Score -753787.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -753794.562500 Penalty: 3153.383057
	Iteration 38Q: 3 clusters Score -753794.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -753798.000000 Penalty: 3153.383057
	Iteration 39Q: 3 clusters Score -753798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -753798.312500 Penalty: 3153.383057
	Iteration 40F: 3 clusters Score -753798.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -753800.250000 Penalty: 3153.383057
	Iteration 41Q: 3 clusters Score -753800.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -753800.250000 Penalty: 3153.383057
	Iteration 42Q: 3 clusters Score -753800.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -753800.500000 Penalty: 3153.383057
	Iteration 43Q: 3 clusters Score -753800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -753801.937500 Penalty: 3153.383057
	Iteration 44Q: 3 clusters Score -753801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -753802.000000 Penalty: 3153.383057
	Iteration 45Q: 3 clusters Score -753802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -753800.312500 Penalty: 3153.383057
	Iteration 46Q: 3 clusters Score -753800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -753800.687500 Penalty: 3153.383057
	Iteration 47Q: 3 clusters Score -753800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -753800.687500 Penalty: 3153.383057
	Iteration 48F: 3 clusters Score -753800.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -294314.437500 Penalty: 1413.860596
	Iteration 0F: 2 clusters Score -294314.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -289693.250000 Penalty: 2827.721191
	Iteration 0F: 3 clusters Score -289693.2 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -291066.687500 Penalty: 2827.721191
	Iteration 1F: 3 clusters Score -291066.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -291251.656250 Penalty: 2827.721191
	Iteration 2F: 3 clusters Score -291251.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -291373.906250 Penalty: 2827.721191
	Iteration 3Q: 3 clusters Score -291373.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -291463.375000 Penalty: 2827.721191
	Iteration 4Q: 3 clusters Score -291463.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -291531.625000 Penalty: 2827.721191
	Iteration 5Q: 3 clusters Score -291531.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -291592.062500 Penalty: 2827.721191
	Iteration 6Q: 3 clusters Score -291592.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -291654.812500 Penalty: 2827.721191
	Iteration 7Q: 3 clusters Score -291654.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -291713.812500 Penalty: 2827.721191
	Iteration 8Q: 3 clusters Score -291713.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -291794.093750 Penalty: 2827.721191
	Iteration 9Q: 3 clusters Score -291794.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -291865.281250 Penalty: 2827.721191
	Iteration 10Q: 3 clusters Score -291865.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -291947.906250 Penalty: 2827.721191
	Iteration 11Q: 3 clusters Score -291947.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -292039.593750 Penalty: 2827.721191
	Iteration 12Q: 3 clusters Score -292039.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -292142.437500 Penalty: 2827.721191
	Iteration 13Q: 3 clusters Score -292142.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -292246.843750 Penalty: 2827.721191
	Iteration 14Q: 3 clusters Score -292246.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -292347.531250 Penalty: 2827.721191
	Iteration 15Q: 3 clusters Score -292347.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -292443.843750 Penalty: 2827.721191
	Iteration 16Q: 3 clusters Score -292443.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -292533.031250 Penalty: 2827.721191
	Iteration 17Q: 3 clusters Score -292533 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -292598.843750 Penalty: 2827.721191
	Iteration 18Q: 3 clusters Score -292598.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -292640.562500 Penalty: 2827.721191
	Iteration 19Q: 3 clusters Score -292640.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -292669.281250 Penalty: 2827.721191
	Iteration 20F: 3 clusters Score -292669.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -292691.406250 Penalty: 2827.721191
	Iteration 21Q: 3 clusters Score -292691.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -292708.718750 Penalty: 2827.721191
	Iteration 22Q: 3 clusters Score -292708.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -292724.125000 Penalty: 2827.721191
	Iteration 23Q: 3 clusters Score -292724.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -292731.625000 Penalty: 2827.721191
	Iteration 24Q: 3 clusters Score -292731.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -292737.000000 Penalty: 2827.721191
	Iteration 25Q: 3 clusters Score -292737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -292741.687500 Penalty: 2827.721191
	Iteration 26Q: 3 clusters Score -292741.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -292745.500000 Penalty: 2827.721191
	Iteration 27Q: 3 clusters Score -292745.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -292748.781250 Penalty: 2827.721191
	Iteration 28Q: 3 clusters Score -292748.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -292754.312500 Penalty: 2827.721191
	Iteration 29Q: 3 clusters Score -292754.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -292758.031250 Penalty: 2827.721191
	Iteration 30Q: 3 clusters Score -292758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -292760.187500 Penalty: 2827.721191
	Iteration 31Q: 3 clusters Score -292760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -292762.312500 Penalty: 2827.721191
	Iteration 32Q: 3 clusters Score -292762.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -292765.531250 Penalty: 2827.721191
	Iteration 33Q: 3 clusters Score -292765.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -292768.250000 Penalty: 2827.721191
	Iteration 34Q: 3 clusters Score -292768.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -292770.593750 Penalty: 2827.721191
	Iteration 35Q: 3 clusters Score -292770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -292773.187500 Penalty: 2827.721191
	Iteration 36Q: 3 clusters Score -292773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -292775.656250 Penalty: 2827.721191
	Iteration 37Q: 3 clusters Score -292775.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -292777.062500 Penalty: 2827.721191
	Iteration 38Q: 3 clusters Score -292777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -292779.031250 Penalty: 2827.721191
	Iteration 39Q: 3 clusters Score -292779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -292780.937500 Penalty: 2827.721191
	Iteration 40F: 3 clusters Score -292780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -292785.781250 Penalty: 2827.721191
	Iteration 41Q: 3 clusters Score -292785.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -292788.781250 Penalty: 2827.721191
	Iteration 42Q: 3 clusters Score -292788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -292790.281250 Penalty: 2827.721191
	Iteration 43Q: 3 clusters Score -292790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -292791.312500 Penalty: 2827.721191
	Iteration 44Q: 3 clusters Score -292791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -292792.031250 Penalty: 2827.721191
	Iteration 45Q: 3 clusters Score -292792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -292793.343750 Penalty: 2827.721191
	Iteration 46Q: 3 clusters Score -292793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -292794.468750 Penalty: 2827.721191
	Iteration 47Q: 3 clusters Score -292794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -292794.937500 Penalty: 2827.721191
	Iteration 48Q: 3 clusters Score -292794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -292795.375000 Penalty: 2827.721191
	Iteration 49Q: 3 clusters Score -292795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -292796.343750 Penalty: 2827.721191
	Iteration 50Q: 3 clusters Score -292796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -292797.093750 Penalty: 2827.721191
	Iteration 51Q: 3 clusters Score -292797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -292797.875000 Penalty: 2827.721191
	Iteration 52Q: 3 clusters Score -292797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -292798.125000 Penalty: 2827.721191
	Iteration 53Q: 3 clusters Score -292798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -292798.281250 Penalty: 2827.721191
	Iteration 54Q: 3 clusters Score -292798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -292798.281250 Penalty: 2827.721191
	Iteration 55F: 3 clusters Score -292798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -252917.937500 Penalty: 1380.495483
	Iteration 0F: 2 clusters Score -252917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -248987.171875 Penalty: 2760.990967
	Iteration 0F: 3 clusters Score -248987.2 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -249989.687500 Penalty: 2760.990967
	Iteration 1F: 3 clusters Score -249989.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -250201.531250 Penalty: 2760.990967
	Iteration 2F: 3 clusters Score -250201.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -250358.734375 Penalty: 2760.990967
	Iteration 3F: 3 clusters Score -250358.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -250505.046875 Penalty: 2760.990967
	Iteration 4F: 3 clusters Score -250505 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -250632.031250 Penalty: 2760.990967
	Iteration 5Q: 3 clusters Score -250632 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -250756.875000 Penalty: 2760.990967
	Iteration 6Q: 3 clusters Score -250756.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -250887.437500 Penalty: 2760.990967
	Iteration 7Q: 3 clusters Score -250887.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -251012.921875 Penalty: 2760.990967
	Iteration 8Q: 3 clusters Score -251012.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -251139.703125 Penalty: 2760.990967
	Iteration 9Q: 3 clusters Score -251139.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -251254.656250 Penalty: 2760.990967
	Iteration 10Q: 3 clusters Score -251254.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -251350.921875 Penalty: 2760.990967
	Iteration 11Q: 3 clusters Score -251350.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -251423.781250 Penalty: 2760.990967
	Iteration 12Q: 3 clusters Score -251423.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -251472.390625 Penalty: 2760.990967
	Iteration 13Q: 3 clusters Score -251472.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -251504.609375 Penalty: 2760.990967
	Iteration 14Q: 3 clusters Score -251504.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -251537.234375 Penalty: 2760.990967
	Iteration 15Q: 3 clusters Score -251537.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -251566.640625 Penalty: 2760.990967
	Iteration 16Q: 3 clusters Score -251566.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -251585.781250 Penalty: 2760.990967
	Iteration 17Q: 3 clusters Score -251585.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -251600.218750 Penalty: 2760.990967
	Iteration 18Q: 3 clusters Score -251600.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -251617.000000 Penalty: 2760.990967
	Iteration 19Q: 3 clusters Score -251617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -251631.656250 Penalty: 2760.990967
	Iteration 20F: 3 clusters Score -251631.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -251640.781250 Penalty: 2760.990967
	Iteration 21Q: 3 clusters Score -251640.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -251648.515625 Penalty: 2760.990967
	Iteration 22Q: 3 clusters Score -251648.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -251653.968750 Penalty: 2760.990967
	Iteration 23Q: 3 clusters Score -251654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -251659.437500 Penalty: 2760.990967
	Iteration 24Q: 3 clusters Score -251659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -251663.531250 Penalty: 2760.990967
	Iteration 25Q: 3 clusters Score -251663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -251668.203125 Penalty: 2760.990967
	Iteration 26Q: 3 clusters Score -251668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -251670.765625 Penalty: 2760.990967
	Iteration 27Q: 3 clusters Score -251670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -251672.765625 Penalty: 2760.990967
	Iteration 28Q: 3 clusters Score -251672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -251674.812500 Penalty: 2760.990967
	Iteration 29Q: 3 clusters Score -251674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -251677.406250 Penalty: 2760.990967
	Iteration 30Q: 3 clusters Score -251677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -251678.828125 Penalty: 2760.990967
	Iteration 31Q: 3 clusters Score -251678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -251678.796875 Penalty: 2760.990967
	Iteration 32Q: 3 clusters Score -251678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -251681.046875 Penalty: 2760.990967
	Iteration 33Q: 3 clusters Score -251681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -251682.921875 Penalty: 2760.990967
	Iteration 34Q: 3 clusters Score -251682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -251684.468750 Penalty: 2760.990967
	Iteration 35Q: 3 clusters Score -251684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -251685.484375 Penalty: 2760.990967
	Iteration 36Q: 3 clusters Score -251685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -251685.187500 Penalty: 2760.990967
	Iteration 37Q: 3 clusters Score -251685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -251685.187500 Penalty: 2760.990967
	Iteration 38F: 3 clusters Score -251685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Entering Unmasked Estep 
Score: -434710.875000 Penalty: 1479.125244
	Iteration 0F: 2 clusters Score -434710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -428211.687500 Penalty: 2958.250488
	Iteration 0F: 3 clusters Score -428211.7 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -430162.687500 Penalty: 2958.250488
	Iteration 1F: 3 clusters Score -430162.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -430419.062500 Penalty: 2958.250488
	Iteration 2F: 3 clusters Score -430419.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -430616.625000 Penalty: 2958.250488
	Iteration 3F: 3 clusters Score -430616.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -430779.593750 Penalty: 2958.250488
	Iteration 4Q: 3 clusters Score -430779.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -430963.500000 Penalty: 2958.250488
	Iteration 5Q: 3 clusters Score -430963.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -431166.093750 Penalty: 2958.250488
	Iteration 6Q: 3 clusters Score -431166.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -431381.218750 Penalty: 2958.250488
	Iteration 7Q: 3 clusters Score -431381.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -431620.718750 Penalty: 2958.250488
	Iteration 8Q: 3 clusters Score -431620.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -431914.843750 Penalty: 2958.250488
	Iteration 9Q: 3 clusters Score -431914.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -432290.906250 Penalty: 2958.250488
	Iteration 10F: 3 clusters Score -432290.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -432634.125000 Penalty: 2958.250488
	Iteration 11Q: 3 clusters Score -432634.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -432903.781250 Penalty: 2958.250488
	Iteration 12Q: 3 clusters Score -432903.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -433130.718750 Penalty: 2958.250488
	Iteration 13Q: 3 clusters Score -433130.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -433287.218750 Penalty: 2958.250488
	Iteration 14Q: 3 clusters Score -433287.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -433383.406250 Penalty: 2958.250488
	Iteration 15Q: 3 clusters Score -433383.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -433445.000000 Penalty: 2958.250488
	Iteration 16Q: 3 clusters Score -433445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -433495.281250 Penalty: 2958.250488
	Iteration 17Q: 3 clusters Score -433495.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -433537.500000 Penalty: 2958.250488
	Iteration 18Q: 3 clusters Score -433537.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -433569.468750 Penalty: 2958.250488
	Iteration 19Q: 3 clusters Score -433569.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -433592.593750 Penalty: 2958.250488
	Iteration 20F: 3 clusters Score -433592.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -433609.031250 Penalty: 2958.250488
	Iteration 21Q: 3 clusters Score -433609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -433620.125000 Penalty: 2958.250488
	Iteration 22Q: 3 clusters Score -433620.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -433622.000000 Penalty: 2958.250488
	Iteration 23Q: 3 clusters Score -433622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -433626.343750 Penalty: 2958.250488
	Iteration 24Q: 3 clusters Score -433626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -433626.562500 Penalty: 2958.250488
	Iteration 25Q: 3 clusters Score -433626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -433626.656250 Penalty: 2958.250488
	Iteration 26Q: 3 clusters Score -433626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -433626.656250 Penalty: 2958.250488
	Iteration 27F: 3 clusters Score -433626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -258192.218750 Penalty: 1385.274170
	Iteration 0F: 2 clusters Score -258192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -254124.171875 Penalty: 2770.548340
	Iteration 0F: 3 clusters Score -254124.2 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -255212.187500 Penalty: 2770.548340
	Iteration 1F: 3 clusters Score -255212.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -255374.750000 Penalty: 2770.548340
	Iteration 2F: 3 clusters Score -255374.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -255499.890625 Penalty: 2770.548340
	Iteration 3F: 3 clusters Score -255499.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -255618.671875 Penalty: 2770.548340
	Iteration 4Q: 3 clusters Score -255618.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -255718.046875 Penalty: 2770.548340
	Iteration 5Q: 3 clusters Score -255718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -255800.500000 Penalty: 2770.548340
	Iteration 6Q: 3 clusters Score -255800.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -255878.421875 Penalty: 2770.548340
	Iteration 7Q: 3 clusters Score -255878.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -255956.250000 Penalty: 2770.548340
	Iteration 8Q: 3 clusters Score -255956.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -256043.578125 Penalty: 2770.548340
	Iteration 9Q: 3 clusters Score -256043.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -256170.406250 Penalty: 2770.548340
	Iteration 10Q: 3 clusters Score -256170.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -256302.640625 Penalty: 2770.548340
	Iteration 11Q: 3 clusters Score -256302.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -256450.234375 Penalty: 2770.548340
	Iteration 12Q: 3 clusters Score -256450.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -256587.875000 Penalty: 2770.548340
	Iteration 13Q: 3 clusters Score -256587.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -256695.015625 Penalty: 2770.548340
	Iteration 14Q: 3 clusters Score -256695 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -256775.156250 Penalty: 2770.548340
	Iteration 15Q: 3 clusters Score -256775.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -256836.140625 Penalty: 2770.548340
	Iteration 16Q: 3 clusters Score -256836.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -256879.359375 Penalty: 2770.548340
	Iteration 17Q: 3 clusters Score -256879.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -256916.625000 Penalty: 2770.548340
	Iteration 18Q: 3 clusters Score -256916.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -256941.546875 Penalty: 2770.548340
	Iteration 19Q: 3 clusters Score -256941.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -256962.937500 Penalty: 2770.548340
	Iteration 20F: 3 clusters Score -256962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -256979.421875 Penalty: 2770.548340
	Iteration 21Q: 3 clusters Score -256979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -256985.359375 Penalty: 2770.548340
	Iteration 22Q: 3 clusters Score -256985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -256991.671875 Penalty: 2770.548340
	Iteration 23Q: 3 clusters Score -256991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -256997.140625 Penalty: 2770.548340
	Iteration 24Q: 3 clusters Score -256997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -257005.171875 Penalty: 2770.548340
	Iteration 25Q: 3 clusters Score -257005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -257007.578125 Penalty: 2770.548340
	Iteration 26Q: 3 clusters Score -257007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -257009.968750 Penalty: 2770.548340
	Iteration 27Q: 3 clusters Score -257010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -257014.046875 Penalty: 2770.548340
	Iteration 28Q: 3 clusters Score -257014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -257020.296875 Penalty: 2770.548340
	Iteration 29Q: 3 clusters Score -257020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -257020.296875 Penalty: 2770.548340
	Iteration 30F: 3 clusters Score -257020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -86707.718750 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -86707.72 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 1031 members 
Entering Unmasked Estep 
Score: -84593.671875 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -84593.67 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -85022.687500 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -85022.69 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -85125.531250 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -85125.53 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -85206.101562 Penalty: 2469.153809
	Iteration 3Q: 3 clusters Score -85206.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -85268.398438 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -85268.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -85330.703125 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -85330.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -85404.679688 Penalty: 2469.153809
	Iteration 6Q: 3 clusters Score -85404.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -85477.156250 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -85477.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -85535.234375 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -85535.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -85579.789062 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -85579.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -85605.726562 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -85605.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -85623.882812 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -85623.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -85641.445312 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -85641.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -85658.585938 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -85658.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -85670.265625 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -85670.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -85682.921875 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -85682.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -85691.726562 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -85691.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -85703.289062 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -85703.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -85711.218750 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -85711.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -85720.039062 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -85720.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -85726.500000 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -85726.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -85733.757812 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -85733.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -85740.500000 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -85740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -85743.359375 Penalty: 2469.153809
	Iteration 23Q: 3 clusters Score -85743.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -85749.656250 Penalty: 2469.153809
	Iteration 24Q: 3 clusters Score -85749.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -85756.914062 Penalty: 2469.153809
	Iteration 25Q: 3 clusters Score -85756.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -85758.054688 Penalty: 2469.153809
	Iteration 26Q: 3 clusters Score -85758.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -85759.218750 Penalty: 2469.153809
	Iteration 27Q: 3 clusters Score -85759.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -85760.953125 Penalty: 2469.153809
	Iteration 28Q: 3 clusters Score -85760.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -85760.976562 Penalty: 2469.153809
	Iteration 29Q: 3 clusters Score -85760.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -85760.976562 Penalty: 2469.153809
	Iteration 30F: 3 clusters Score -85760.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Entering Unmasked Estep 
Score: -418218.406250 Penalty: 1470.938721
	Iteration 0F: 2 clusters Score -418218.4 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 4269 members 
Entering Unmasked Estep 
Score: -412006.218750 Penalty: 2941.877441
	Iteration 0F: 3 clusters Score -412006.2 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -413943.937500 Penalty: 2941.877441
	Iteration 1F: 3 clusters Score -413943.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -414219.625000 Penalty: 2941.877441
	Iteration 2F: 3 clusters Score -414219.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -414473.468750 Penalty: 2941.877441
	Iteration 3F: 3 clusters Score -414473.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -414713.687500 Penalty: 2941.877441
	Iteration 4Q: 3 clusters Score -414713.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -414929.375000 Penalty: 2941.877441
	Iteration 5Q: 3 clusters Score -414929.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -415179.718750 Penalty: 2941.877441
	Iteration 6Q: 3 clusters Score -415179.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -415452.718750 Penalty: 2941.877441
	Iteration 7F: 3 clusters Score -415452.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -415770.500000 Penalty: 2941.877441
	Iteration 8F: 3 clusters Score -415770.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -416068.000000 Penalty: 2941.877441
	Iteration 9F: 3 clusters Score -416068 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -416364.593750 Penalty: 2941.877441
	Iteration 10Q: 3 clusters Score -416364.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -416587.093750 Penalty: 2941.877441
	Iteration 11Q: 3 clusters Score -416587.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -416704.968750 Penalty: 2941.877441
	Iteration 12Q: 3 clusters Score -416705 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -416782.593750 Penalty: 2941.877441
	Iteration 13Q: 3 clusters Score -416782.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -416841.656250 Penalty: 2941.877441
	Iteration 14Q: 3 clusters Score -416841.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -416878.562500 Penalty: 2941.877441
	Iteration 15Q: 3 clusters Score -416878.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -416897.687500 Penalty: 2941.877441
	Iteration 16Q: 3 clusters Score -416897.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -416915.687500 Penalty: 2941.877441
	Iteration 17Q: 3 clusters Score -416915.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -416932.718750 Penalty: 2941.877441
	Iteration 18Q: 3 clusters Score -416932.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -416951.906250 Penalty: 2941.877441
	Iteration 19Q: 3 clusters Score -416951.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -416974.625000 Penalty: 2941.877441
	Iteration 20F: 3 clusters Score -416974.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -416990.250000 Penalty: 2941.877441
	Iteration 21Q: 3 clusters Score -416990.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -417008.781250 Penalty: 2941.877441
	Iteration 22Q: 3 clusters Score -417008.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -417019.562500 Penalty: 2941.877441
	Iteration 23Q: 3 clusters Score -417019.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -417029.875000 Penalty: 2941.877441
	Iteration 24Q: 3 clusters Score -417029.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -417036.750000 Penalty: 2941.877441
	Iteration 25Q: 3 clusters Score -417036.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -417040.937500 Penalty: 2941.877441
	Iteration 26Q: 3 clusters Score -417040.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -417047.125000 Penalty: 2941.877441
	Iteration 27Q: 3 clusters Score -417047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -417050.375000 Penalty: 2941.877441
	Iteration 28Q: 3 clusters Score -417050.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -417054.500000 Penalty: 2941.877441
	Iteration 29Q: 3 clusters Score -417054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -417054.968750 Penalty: 2941.877441
	Iteration 30Q: 3 clusters Score -417055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -417057.218750 Penalty: 2941.877441
	Iteration 31Q: 3 clusters Score -417057.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -417062.031250 Penalty: 2941.877441
	Iteration 32Q: 3 clusters Score -417062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -417067.562500 Penalty: 2941.877441
	Iteration 33Q: 3 clusters Score -417067.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -417073.093750 Penalty: 2941.877441
	Iteration 34Q: 3 clusters Score -417073.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -417079.500000 Penalty: 2941.877441
	Iteration 35Q: 3 clusters Score -417079.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -417086.656250 Penalty: 2941.877441
	Iteration 36Q: 3 clusters Score -417086.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -417092.968750 Penalty: 2941.877441
	Iteration 37Q: 3 clusters Score -417093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -417100.031250 Penalty: 2941.877441
	Iteration 38Q: 3 clusters Score -417100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -417107.500000 Penalty: 2941.877441
	Iteration 39Q: 3 clusters Score -417107.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -417113.031250 Penalty: 2941.877441
	Iteration 40F: 3 clusters Score -417113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -417117.500000 Penalty: 2941.877441
	Iteration 41Q: 3 clusters Score -417117.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -417120.437500 Penalty: 2941.877441
	Iteration 42Q: 3 clusters Score -417120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -417122.937500 Penalty: 2941.877441
	Iteration 43Q: 3 clusters Score -417122.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -417124.437500 Penalty: 2941.877441
	Iteration 44Q: 3 clusters Score -417124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -417125.218750 Penalty: 2941.877441
	Iteration 45Q: 3 clusters Score -417125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -417124.937500 Penalty: 2941.877441
	Iteration 46Q: 3 clusters Score -417124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -417126.562500 Penalty: 2941.877441
	Iteration 47Q: 3 clusters Score -417126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -417126.343750 Penalty: 2941.877441
	Iteration 48Q: 3 clusters Score -417126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -417126.375000 Penalty: 2941.877441
	Iteration 49Q: 3 clusters Score -417126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -417127.281250 Penalty: 2941.877441
	Iteration 50Q: 3 clusters Score -417127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -417128.468750 Penalty: 2941.877441
	Iteration 51Q: 3 clusters Score -417128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -417128.875000 Penalty: 2941.877441
	Iteration 52Q: 3 clusters Score -417128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -417129.218750 Penalty: 2941.877441
	Iteration 53Q: 3 clusters Score -417129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -417129.125000 Penalty: 2941.877441
	Iteration 54Q: 3 clusters Score -417129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -417128.187500 Penalty: 2941.877441
	Iteration 55Q: 3 clusters Score -417128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -417128.187500 Penalty: 2941.877441
	Iteration 56F: 3 clusters Score -417128.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -51275.914062 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -51275.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -49754.371094 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -49754.37 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -50048.273438 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -50048.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -50096.867188 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -50096.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50133.828125 Penalty: 2275.700684
	Iteration 3Q: 3 clusters Score -50133.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -50159.941406 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -50159.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -50177.648438 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -50177.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -50188.375000 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -50188.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -50192.484375 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -50192.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50200.097656 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -50200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -50209.492188 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -50209.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -50219.101562 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -50219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50227.664062 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -50227.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50236.546875 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -50236.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50242.972656 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -50242.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50250.531250 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -50250.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50260.257812 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -50260.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -50273.121094 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -50273.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50281.589844 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -50281.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50285.402344 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -50285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -50288.003906 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -50288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50288.683594 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -50288.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Entering Unmasked Estep 
Score: -2692327.750000 Penalty: 1775.137207
	Iteration 0F: 2 clusters Score -2692328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2655086.750000 Penalty: 3550.274414
	Iteration 0F: 3 clusters Score -2655087 nChanged 26147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -2669900.750000 Penalty: 3550.274414
	Iteration 1F: 3 clusters Score -2669901 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2670557.750000 Penalty: 3550.274414
	Iteration 2Q: 3 clusters Score -2670558 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2671411.250000 Penalty: 3550.274414
	Iteration 3Q: 3 clusters Score -2671411 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2672585.500000 Penalty: 3550.274414
	Iteration 4Q: 3 clusters Score -2672586 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2674470.000000 Penalty: 3550.274414
	Iteration 5F: 3 clusters Score -2674470 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2677172.750000 Penalty: 3550.274414
	Iteration 6F: 3 clusters Score -2677173 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2680523.250000 Penalty: 3550.274414
	Iteration 7F: 3 clusters Score -2680523 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2683731.000000 Penalty: 3550.274414
	Iteration 8F: 3 clusters Score -2683731 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2686058.750000 Penalty: 3550.274414
	Iteration 9Q: 3 clusters Score -2686059 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2687445.000000 Penalty: 3550.274414
	Iteration 10Q: 3 clusters Score -2687445 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2688291.500000 Penalty: 3550.274414
	Iteration 11Q: 3 clusters Score -2688292 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2688814.500000 Penalty: 3550.274414
	Iteration 12Q: 3 clusters Score -2688814 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2689186.250000 Penalty: 3550.274414
	Iteration 13Q: 3 clusters Score -2689186 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2689473.000000 Penalty: 3550.274414
	Iteration 14Q: 3 clusters Score -2689473 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2689680.500000 Penalty: 3550.274414
	Iteration 15Q: 3 clusters Score -2689680 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2689841.750000 Penalty: 3550.274414
	Iteration 16Q: 3 clusters Score -2689842 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2689965.000000 Penalty: 3550.274414
	Iteration 17Q: 3 clusters Score -2689965 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2690087.000000 Penalty: 3550.274414
	Iteration 18Q: 3 clusters Score -2690087 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2690180.500000 Penalty: 3550.274414
	Iteration 19Q: 3 clusters Score -2690180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2690263.750000 Penalty: 3550.274414
	Iteration 20F: 3 clusters Score -2690264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2690332.250000 Penalty: 3550.274414
	Iteration 21Q: 3 clusters Score -2690332 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2690399.750000 Penalty: 3550.274414
	Iteration 22Q: 3 clusters Score -2690400 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2690469.000000 Penalty: 3550.274414
	Iteration 23Q: 3 clusters Score -2690469 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2690526.750000 Penalty: 3550.274414
	Iteration 24Q: 3 clusters Score -2690527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2690582.250000 Penalty: 3550.274414
	Iteration 25Q: 3 clusters Score -2690582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2690629.750000 Penalty: 3550.274414
	Iteration 26Q: 3 clusters Score -2690630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2690650.000000 Penalty: 3550.274414
	Iteration 27Q: 3 clusters Score -2690650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2690683.500000 Penalty: 3550.274414
	Iteration 28Q: 3 clusters Score -2690684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2690703.750000 Penalty: 3550.274414
	Iteration 29Q: 3 clusters Score -2690704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2690719.750000 Penalty: 3550.274414
	Iteration 30Q: 3 clusters Score -2690720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2690734.500000 Penalty: 3550.274414
	Iteration 31Q: 3 clusters Score -2690734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2690750.000000 Penalty: 3550.274414
	Iteration 32Q: 3 clusters Score -2690750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2690764.500000 Penalty: 3550.274414
	Iteration 33Q: 3 clusters Score -2690764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2690774.000000 Penalty: 3550.274414
	Iteration 34Q: 3 clusters Score -2690774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2690785.000000 Penalty: 3550.274414
	Iteration 35Q: 3 clusters Score -2690785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2690796.000000 Penalty: 3550.274414
	Iteration 36Q: 3 clusters Score -2690796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2690801.000000 Penalty: 3550.274414
	Iteration 37Q: 3 clusters Score -2690801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2690807.250000 Penalty: 3550.274414
	Iteration 38Q: 3 clusters Score -2690807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2690811.250000 Penalty: 3550.274414
	Iteration 39Q: 3 clusters Score -2690811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2690822.750000 Penalty: 3550.274414
	Iteration 40F: 3 clusters Score -2690823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2690822.500000 Penalty: 3550.274414
	Iteration 41Q: 3 clusters Score -2690822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2690834.750000 Penalty: 3550.274414
	Iteration 42Q: 3 clusters Score -2690835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2690836.750000 Penalty: 3550.274414
	Iteration 43Q: 3 clusters Score -2690837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2690838.750000 Penalty: 3550.274414
	Iteration 44Q: 3 clusters Score -2690839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2690839.250000 Penalty: 3550.274414
	Iteration 45Q: 3 clusters Score -2690839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2690842.750000 Penalty: 3550.274414
	Iteration 46Q: 3 clusters Score -2690843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2690850.750000 Penalty: 3550.274414
	Iteration 47Q: 3 clusters Score -2690851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2690852.500000 Penalty: 3550.274414
	Iteration 48Q: 3 clusters Score -2690852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2690859.250000 Penalty: 3550.274414
	Iteration 49Q: 3 clusters Score -2690859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2690861.000000 Penalty: 3550.274414
	Iteration 50Q: 3 clusters Score -2690861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2690863.500000 Penalty: 3550.274414
	Iteration 51Q: 3 clusters Score -2690864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2690865.500000 Penalty: 3550.274414
	Iteration 52Q: 3 clusters Score -2690866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2690873.000000 Penalty: 3550.274414
	Iteration 53Q: 3 clusters Score -2690873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2690870.250000 Penalty: 3550.274414
	Iteration 54Q: 3 clusters Score -2690870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2690874.750000 Penalty: 3550.274414
	Iteration 55Q: 3 clusters Score -2690875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2690876.250000 Penalty: 3550.274414
	Iteration 56Q: 3 clusters Score -2690876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2690877.250000 Penalty: 3550.274414
	Iteration 57Q: 3 clusters Score -2690877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2690879.500000 Penalty: 3550.274414
	Iteration 58Q: 3 clusters Score -2690880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2690878.500000 Penalty: 3550.274414
	Iteration 59Q: 3 clusters Score -2690878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2690880.750000 Penalty: 3550.274414
	Iteration 60F: 3 clusters Score -2690881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (586435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586435 members 
Entering Unmasked Estep 
Score: -27732458.000000 Penalty: 2158.295410
	Iteration 0F: 2 clusters Score -2.773246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292928 members 
Mstep: Class 2 contains 293507 members 
Entering Unmasked Estep 
Score: -27335052.000000 Penalty: 4316.590820
	Iteration 0F: 3 clusters Score -2.733505e+07 nChanged 287671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283671 members 
Mstep: Class 2 contains 302764 members 
Entering Unmasked Estep 
Score: -27512566.000000 Penalty: 4316.590820
	Iteration 1F: 3 clusters Score -2.751257e+07 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276696 members 
Mstep: Class 2 contains 309739 members 
Entering Unmasked Estep 
Score: -27518198.000000 Penalty: 4316.590820
	Iteration 2Q: 3 clusters Score -2.75182e+07 nChanged 23744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265982 members 
Mstep: Class 2 contains 320453 members 
Entering Unmasked Estep 
Score: -27527554.000000 Penalty: 4316.590820
	Iteration 3Q: 3 clusters Score -2.752755e+07 nChanged 29645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250857 members 
Mstep: Class 2 contains 335578 members 
Entering Unmasked Estep 
Score: -27543644.000000 Penalty: 4316.590820
	Iteration 4F: 3 clusters Score -2.754364e+07 nChanged 35623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231490 members 
Mstep: Class 2 contains 354945 members 
Entering Unmasked Estep 
Score: -27567136.000000 Penalty: 4316.590820
	Iteration 5F: 3 clusters Score -2.756714e+07 nChanged 39351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211467 members 
Mstep: Class 2 contains 374968 members 
Entering Unmasked Estep 
Score: -27597846.000000 Penalty: 4316.590820
	Iteration 6F: 3 clusters Score -2.759785e+07 nChanged 38058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195717 members 
Mstep: Class 2 contains 390718 members 
Entering Unmasked Estep 
Score: -27627516.000000 Penalty: 4316.590820
	Iteration 7F: 3 clusters Score -2.762752e+07 nChanged 32104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185991 members 
Mstep: Class 2 contains 400444 members 
Entering Unmasked Estep 
Score: -27647448.000000 Penalty: 4316.590820
	Iteration 8F: 3 clusters Score -2.764745e+07 nChanged 22285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179456 members 
Mstep: Class 2 contains 406979 members 
Entering Unmasked Estep 
Score: -27656926.000000 Penalty: 4316.590820
	Iteration 9Q: 3 clusters Score -2.765693e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173609 members 
Mstep: Class 2 contains 412826 members 
Entering Unmasked Estep 
Score: -27660820.000000 Penalty: 4316.590820
	Iteration 10Q: 3 clusters Score -2.766082e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 418677 members 
Entering Unmasked Estep 
Score: -27663232.000000 Penalty: 4316.590820
	Iteration 11Q: 3 clusters Score -2.766323e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 424593 members 
Entering Unmasked Estep 
Score: -27665934.000000 Penalty: 4316.590820
	Iteration 12Q: 3 clusters Score -2.766593e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 430621 members 
Entering Unmasked Estep 
Score: -27668324.000000 Penalty: 4316.590820
	Iteration 13Q: 3 clusters Score -2.766832e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149764 members 
Mstep: Class 2 contains 436671 members 
Entering Unmasked Estep 
Score: -27671114.000000 Penalty: 4316.590820
	Iteration 14Q: 3 clusters Score -2.767111e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143668 members 
Mstep: Class 2 contains 442767 members 
Entering Unmasked Estep 
Score: -27673836.000000 Penalty: 4316.590820
	Iteration 15Q: 3 clusters Score -2.767384e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 448855 members 
Entering Unmasked Estep 
Score: -27676470.000000 Penalty: 4316.590820
	Iteration 16Q: 3 clusters Score -2.767647e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131190 members 
Mstep: Class 2 contains 455245 members 
Entering Unmasked Estep 
Score: -27678826.000000 Penalty: 4316.590820
	Iteration 17Q: 3 clusters Score -2.767883e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124593 members 
Mstep: Class 2 contains 461842 members 
Entering Unmasked Estep 
Score: -27681496.000000 Penalty: 4316.590820
	Iteration 18Q: 3 clusters Score -2.76815e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117710 members 
Mstep: Class 2 contains 468725 members 
Entering Unmasked Estep 
Score: -27684300.000000 Penalty: 4316.590820
	Iteration 19Q: 3 clusters Score -2.76843e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110749 members 
Mstep: Class 2 contains 475686 members 
Entering Unmasked Estep 
Score: -27687824.000000 Penalty: 4316.590820
	Iteration 20F: 3 clusters Score -2.768782e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 482859 members 
Entering Unmasked Estep 
Score: -27691176.000000 Penalty: 4316.590820
	Iteration 21Q: 3 clusters Score -2.769118e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 490112 members 
Entering Unmasked Estep 
Score: -27694104.000000 Penalty: 4316.590820
	Iteration 22Q: 3 clusters Score -2.76941e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 497224 members 
Entering Unmasked Estep 
Score: -27697456.000000 Penalty: 4316.590820
	Iteration 23Q: 3 clusters Score -2.769746e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 504073 members 
Entering Unmasked Estep 
Score: -27700428.000000 Penalty: 4316.590820
	Iteration 24Q: 3 clusters Score -2.770043e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 510676 members 
Entering Unmasked Estep 
Score: -27703648.000000 Penalty: 4316.590820
	Iteration 25Q: 3 clusters Score -2.770365e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 516959 members 
Entering Unmasked Estep 
Score: -27706476.000000 Penalty: 4316.590820
	Iteration 26Q: 3 clusters Score -2.770648e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 522823 members 
Entering Unmasked Estep 
Score: -27709042.000000 Penalty: 4316.590820
	Iteration 27Q: 3 clusters Score -2.770904e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 528204 members 
Entering Unmasked Estep 
Score: -27711320.000000 Penalty: 4316.590820
	Iteration 28Q: 3 clusters Score -2.771132e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 533140 members 
Entering Unmasked Estep 
Score: -27713370.000000 Penalty: 4316.590820
	Iteration 29Q: 3 clusters Score -2.771337e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 537702 members 
Entering Unmasked Estep 
Score: -27715232.000000 Penalty: 4316.590820
	Iteration 30Q: 3 clusters Score -2.771523e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 541927 members 
Entering Unmasked Estep 
Score: -27716876.000000 Penalty: 4316.590820
	Iteration 31Q: 3 clusters Score -2.771688e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 545756 members 
Entering Unmasked Estep 
Score: -27718228.000000 Penalty: 4316.590820
	Iteration 32Q: 3 clusters Score -2.771823e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 549376 members 
Entering Unmasked Estep 
Score: -27719566.000000 Penalty: 4316.590820
	Iteration 33Q: 3 clusters Score -2.771957e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 552727 members 
Entering Unmasked Estep 
Score: -27720606.000000 Penalty: 4316.590820
	Iteration 34Q: 3 clusters Score -2.772061e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 555916 members 
Entering Unmasked Estep 
Score: -27721422.000000 Penalty: 4316.590820
	Iteration 35Q: 3 clusters Score -2.772142e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 558950 members 
Entering Unmasked Estep 
Score: -27722416.000000 Penalty: 4316.590820
	Iteration 36Q: 3 clusters Score -2.772242e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 561684 members 
Entering Unmasked Estep 
Score: -27723268.000000 Penalty: 4316.590820
	Iteration 37Q: 3 clusters Score -2.772327e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 564201 members 
Entering Unmasked Estep 
Score: -27723982.000000 Penalty: 4316.590820
	Iteration 38Q: 3 clusters Score -2.772398e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 566609 members 
Entering Unmasked Estep 
Score: -27724706.000000 Penalty: 4316.590820
	Iteration 39Q: 3 clusters Score -2.772471e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 568889 members 
Entering Unmasked Estep 
Score: -27725306.000000 Penalty: 4316.590820
	Iteration 40F: 3 clusters Score -2.772531e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 571025 members 
Entering Unmasked Estep 
Score: -27726190.000000 Penalty: 4316.590820
	Iteration 41Q: 3 clusters Score -2.772619e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 573018 members 
Entering Unmasked Estep 
Score: -27726858.000000 Penalty: 4316.590820
	Iteration 42Q: 3 clusters Score -2.772686e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 574796 members 
Entering Unmasked Estep 
Score: -27727516.000000 Penalty: 4316.590820
	Iteration 43Q: 3 clusters Score -2.772752e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 576389 members 
Entering Unmasked Estep 
Score: -27728022.000000 Penalty: 4316.590820
	Iteration 44Q: 3 clusters Score -2.772802e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 577782 members 
Entering Unmasked Estep 
Score: -27728554.000000 Penalty: 4316.590820
	Iteration 45Q: 3 clusters Score -2.772855e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 578951 members 
Entering Unmasked Estep 
Score: -27729030.000000 Penalty: 4316.590820
	Iteration 46Q: 3 clusters Score -2.772903e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 579981 members 
Entering Unmasked Estep 
Score: -27729382.000000 Penalty: 4316.590820
	Iteration 47Q: 3 clusters Score -2.772938e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 580847 members 
Entering Unmasked Estep 
Score: -27729680.000000 Penalty: 4316.590820
	Iteration 48Q: 3 clusters Score -2.772968e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 581564 members 
Entering Unmasked Estep 
Score: -27729876.000000 Penalty: 4316.590820
	Iteration 49Q: 3 clusters Score -2.772988e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 582161 members 
Entering Unmasked Estep 
Score: -27730054.000000 Penalty: 4316.590820
	Iteration 50Q: 3 clusters Score -2.773005e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 582652 members 
Entering Unmasked Estep 
Score: -27730192.000000 Penalty: 4316.590820
	Iteration 51Q: 3 clusters Score -2.773019e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 583051 members 
Entering Unmasked Estep 
Score: -27730372.000000 Penalty: 4316.590820
	Iteration 52Q: 3 clusters Score -2.773037e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 583385 members 
Entering Unmasked Estep 
Score: -27730436.000000 Penalty: 4316.590820
	Iteration 53Q: 3 clusters Score -2.773044e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 583641 members 
Entering Unmasked Estep 
Score: -27730508.000000 Penalty: 4316.590820
	Iteration 54Q: 3 clusters Score -2.773051e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 583847 members 
Entering Unmasked Estep 
Score: -27730576.000000 Penalty: 4316.590820
	Iteration 55Q: 3 clusters Score -2.773058e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 584028 members 
Entering Unmasked Estep 
Score: -27730616.000000 Penalty: 4316.590820
	Iteration 56Q: 3 clusters Score -2.773062e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 584177 members 
Entering Unmasked Estep 
Score: -27730662.000000 Penalty: 4316.590820
	Iteration 57Q: 3 clusters Score -2.773066e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 584299 members 
Entering Unmasked Estep 
Score: -27730676.000000 Penalty: 4316.590820
	Iteration 58Q: 3 clusters Score -2.773068e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 584386 members 
Entering Unmasked Estep 
Score: -27730662.000000 Penalty: 4316.590820
	Iteration 59Q: 3 clusters Score -2.773066e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 584437 members 
Entering Unmasked Estep 
Score: -27730678.000000 Penalty: 4316.590820
	Iteration 60F: 3 clusters Score -2.773068e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 584486 members 
Entering Unmasked Estep 
Score: -27730688.000000 Penalty: 4316.590820
	Iteration 61Q: 3 clusters Score -2.773069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 584535 members 
Entering Unmasked Estep 
Score: -27730728.000000 Penalty: 4316.590820
	Iteration 62Q: 3 clusters Score -2.773073e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 584580 members 
Entering Unmasked Estep 
Score: -27730766.000000 Penalty: 4316.590820
	Iteration 63Q: 3 clusters Score -2.773077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 584624 members 
Entering Unmasked Estep 
Score: -27730776.000000 Penalty: 4316.590820
	Iteration 64Q: 3 clusters Score -2.773078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 584652 members 
Entering Unmasked Estep 
Score: -27730812.000000 Penalty: 4316.590820
	Iteration 65Q: 3 clusters Score -2.773081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 584670 members 
Entering Unmasked Estep 
Score: -27730826.000000 Penalty: 4316.590820
	Iteration 66Q: 3 clusters Score -2.773083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 584691 members 
Entering Unmasked Estep 
Score: -27730810.000000 Penalty: 4316.590820
	Iteration 67Q: 3 clusters Score -2.773081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 584711 members 
Entering Unmasked Estep 
Score: -27730826.000000 Penalty: 4316.590820
	Iteration 68Q: 3 clusters Score -2.773083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 584732 members 
Entering Unmasked Estep 
Score: -27730820.000000 Penalty: 4316.590820
	Iteration 69Q: 3 clusters Score -2.773082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 584751 members 
Entering Unmasked Estep 
Score: -27730842.000000 Penalty: 4316.590820
	Iteration 70Q: 3 clusters Score -2.773084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 584769 members 
Entering Unmasked Estep 
Score: -27730846.000000 Penalty: 4316.590820
	Iteration 71Q: 3 clusters Score -2.773085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 584795 members 
Entering Unmasked Estep 
Score: -27730842.000000 Penalty: 4316.590820
	Iteration 72Q: 3 clusters Score -2.773084e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 584821 members 
Entering Unmasked Estep 
Score: -27730850.000000 Penalty: 4316.590820
	Iteration 73Q: 3 clusters Score -2.773085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 584847 members 
Entering Unmasked Estep 
Score: -27730872.000000 Penalty: 4316.590820
	Iteration 74Q: 3 clusters Score -2.773087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 584865 members 
Entering Unmasked Estep 
Score: -27730902.000000 Penalty: 4316.590820
	Iteration 75Q: 3 clusters Score -2.77309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 584881 members 
Entering Unmasked Estep 
Score: -27730898.000000 Penalty: 4316.590820
	Iteration 76Q: 3 clusters Score -2.77309e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 584905 members 
Entering Unmasked Estep 
Score: -27730904.000000 Penalty: 4316.590820
	Iteration 77Q: 3 clusters Score -2.77309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 584920 members 
Entering Unmasked Estep 
Score: -27730890.000000 Penalty: 4316.590820
	Iteration 78Q: 3 clusters Score -2.773089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 584928 members 
Entering Unmasked Estep 
Score: -27730910.000000 Penalty: 4316.590820
	Iteration 79Q: 3 clusters Score -2.773091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 584936 members 
Entering Unmasked Estep 
Score: -27730902.000000 Penalty: 4316.590820
	Iteration 80F: 3 clusters Score -2.77309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 584945 members 
Entering Unmasked Estep 
Score: -27730906.000000 Penalty: 4316.590820
	Iteration 81Q: 3 clusters Score -2.773091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 584952 members 
Entering Unmasked Estep 
Score: -27730906.000000 Penalty: 4316.590820
	Iteration 82Q: 3 clusters Score -2.773091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 584965 members 
Entering Unmasked Estep 
Score: -27730894.000000 Penalty: 4316.590820
	Iteration 83Q: 3 clusters Score -2.773089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 584979 members 
Entering Unmasked Estep 
Score: -27730896.000000 Penalty: 4316.590820
	Iteration 84Q: 3 clusters Score -2.77309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 584985 members 
Entering Unmasked Estep 
Score: -27730888.000000 Penalty: 4316.590820
	Iteration 85Q: 3 clusters Score -2.773089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 584991 members 
Entering Unmasked Estep 
Score: -27730910.000000 Penalty: 4316.590820
	Iteration 86Q: 3 clusters Score -2.773091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 584997 members 
Entering Unmasked Estep 
Score: -27730902.000000 Penalty: 4316.590820
	Iteration 87Q: 3 clusters Score -2.77309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 585002 members 
Entering Unmasked Estep 
Score: -27730904.000000 Penalty: 4316.590820
	Iteration 88Q: 3 clusters Score -2.77309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 585008 members 
Entering Unmasked Estep 
Score: -27730910.000000 Penalty: 4316.590820
	Iteration 89Q: 3 clusters Score -2.773091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 585012 members 
Entering Unmasked Estep 
Score: -27730902.000000 Penalty: 4316.590820
	Iteration 90Q: 3 clusters Score -2.77309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 585017 members 
Entering Unmasked Estep 
Score: -27730894.000000 Penalty: 4316.590820
	Iteration 91Q: 3 clusters Score -2.773089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 585020 members 
Entering Unmasked Estep 
Score: -27730886.000000 Penalty: 4316.590820
	Iteration 92Q: 3 clusters Score -2.773089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 585020 members 
Entering Unmasked Estep 
Score: -27730898.000000 Penalty: 4316.590820
	Iteration 93Q: 3 clusters Score -2.77309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 585021 members 
Entering Unmasked Estep 
Score: -27730910.000000 Penalty: 4316.590820
	Iteration 94Q: 3 clusters Score -2.773091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 585021 members 
Entering Unmasked Estep 
Score: -27730910.000000 Penalty: 4316.590820
	Iteration 95F: 3 clusters Score -2.773091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Entering Unmasked Estep 
Score: -551759.437500 Penalty: 1514.718628
	Iteration 0F: 2 clusters Score -551759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -543881.750000 Penalty: 3029.437256
	Iteration 0F: 3 clusters Score -543881.8 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -546390.125000 Penalty: 3029.437256
	Iteration 1F: 3 clusters Score -546390.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -546640.687500 Penalty: 3029.437256
	Iteration 2F: 3 clusters Score -546640.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -546809.437500 Penalty: 3029.437256
	Iteration 3Q: 3 clusters Score -546809.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -546959.062500 Penalty: 3029.437256
	Iteration 4Q: 3 clusters Score -546959.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -547094.125000 Penalty: 3029.437256
	Iteration 5Q: 3 clusters Score -547094.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -547206.500000 Penalty: 3029.437256
	Iteration 6Q: 3 clusters Score -547206.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -547317.750000 Penalty: 3029.437256
	Iteration 7Q: 3 clusters Score -547317.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -547455.562500 Penalty: 3029.437256
	Iteration 8Q: 3 clusters Score -547455.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -547677.062500 Penalty: 3029.437256
	Iteration 9Q: 3 clusters Score -547677.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -547989.125000 Penalty: 3029.437256
	Iteration 10Q: 3 clusters Score -547989.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -548324.687500 Penalty: 3029.437256
	Iteration 11Q: 3 clusters Score -548324.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -548700.875000 Penalty: 3029.437256
	Iteration 12F: 3 clusters Score -548700.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -549097.750000 Penalty: 3029.437256
	Iteration 13F: 3 clusters Score -549097.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -549420.375000 Penalty: 3029.437256
	Iteration 14Q: 3 clusters Score -549420.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -549692.125000 Penalty: 3029.437256
	Iteration 15Q: 3 clusters Score -549692.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -549870.312500 Penalty: 3029.437256
	Iteration 16Q: 3 clusters Score -549870.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -549983.875000 Penalty: 3029.437256
	Iteration 17Q: 3 clusters Score -549983.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -550070.125000 Penalty: 3029.437256
	Iteration 18Q: 3 clusters Score -550070.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -550130.437500 Penalty: 3029.437256
	Iteration 19Q: 3 clusters Score -550130.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -550182.812500 Penalty: 3029.437256
	Iteration 20F: 3 clusters Score -550182.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -550216.125000 Penalty: 3029.437256
	Iteration 21Q: 3 clusters Score -550216.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -550250.062500 Penalty: 3029.437256
	Iteration 22Q: 3 clusters Score -550250.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -550272.437500 Penalty: 3029.437256
	Iteration 23Q: 3 clusters Score -550272.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -550296.125000 Penalty: 3029.437256
	Iteration 24Q: 3 clusters Score -550296.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -550318.187500 Penalty: 3029.437256
	Iteration 25Q: 3 clusters Score -550318.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -550334.875000 Penalty: 3029.437256
	Iteration 26Q: 3 clusters Score -550334.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -550349.437500 Penalty: 3029.437256
	Iteration 27Q: 3 clusters Score -550349.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -550364.250000 Penalty: 3029.437256
	Iteration 28Q: 3 clusters Score -550364.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -550378.187500 Penalty: 3029.437256
	Iteration 29Q: 3 clusters Score -550378.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -550397.750000 Penalty: 3029.437256
	Iteration 30Q: 3 clusters Score -550397.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -550413.000000 Penalty: 3029.437256
	Iteration 31Q: 3 clusters Score -550413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -550426.437500 Penalty: 3029.437256
	Iteration 32Q: 3 clusters Score -550426.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -550435.562500 Penalty: 3029.437256
	Iteration 33Q: 3 clusters Score -550435.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -550442.750000 Penalty: 3029.437256
	Iteration 34Q: 3 clusters Score -550442.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -550446.437500 Penalty: 3029.437256
	Iteration 35Q: 3 clusters Score -550446.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -550451.812500 Penalty: 3029.437256
	Iteration 36Q: 3 clusters Score -550451.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -550459.875000 Penalty: 3029.437256
	Iteration 37Q: 3 clusters Score -550459.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -550464.125000 Penalty: 3029.437256
	Iteration 38Q: 3 clusters Score -550464.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -550471.125000 Penalty: 3029.437256
	Iteration 39Q: 3 clusters Score -550471.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -550478.375000 Penalty: 3029.437256
	Iteration 40F: 3 clusters Score -550478.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -550480.562500 Penalty: 3029.437256
	Iteration 41Q: 3 clusters Score -550480.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -550483.875000 Penalty: 3029.437256
	Iteration 42Q: 3 clusters Score -550483.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -550487.000000 Penalty: 3029.437256
	Iteration 43Q: 3 clusters Score -550487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -550488.250000 Penalty: 3029.437256
	Iteration 44Q: 3 clusters Score -550488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -550489.312500 Penalty: 3029.437256
	Iteration 45Q: 3 clusters Score -550489.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -550491.500000 Penalty: 3029.437256
	Iteration 46Q: 3 clusters Score -550491.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -550496.250000 Penalty: 3029.437256
	Iteration 47Q: 3 clusters Score -550496.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -550499.062500 Penalty: 3029.437256
	Iteration 48Q: 3 clusters Score -550499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -550503.000000 Penalty: 3029.437256
	Iteration 49Q: 3 clusters Score -550503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -550506.125000 Penalty: 3029.437256
	Iteration 50Q: 3 clusters Score -550506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -550511.125000 Penalty: 3029.437256
	Iteration 51Q: 3 clusters Score -550511.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -550515.062500 Penalty: 3029.437256
	Iteration 52Q: 3 clusters Score -550515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -550517.937500 Penalty: 3029.437256
	Iteration 53Q: 3 clusters Score -550517.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -550520.625000 Penalty: 3029.437256
	Iteration 54Q: 3 clusters Score -550520.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -550524.687500 Penalty: 3029.437256
	Iteration 55Q: 3 clusters Score -550524.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -550531.437500 Penalty: 3029.437256
	Iteration 56Q: 3 clusters Score -550531.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -550535.187500 Penalty: 3029.437256
	Iteration 57Q: 3 clusters Score -550535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -550538.875000 Penalty: 3029.437256
	Iteration 58Q: 3 clusters Score -550538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -550541.812500 Penalty: 3029.437256
	Iteration 59Q: 3 clusters Score -550541.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -550546.687500 Penalty: 3029.437256
	Iteration 60F: 3 clusters Score -550546.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -550550.125000 Penalty: 3029.437256
	Iteration 61Q: 3 clusters Score -550550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -550555.625000 Penalty: 3029.437256
	Iteration 62Q: 3 clusters Score -550555.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -550559.187500 Penalty: 3029.437256
	Iteration 63Q: 3 clusters Score -550559.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -550566.750000 Penalty: 3029.437256
	Iteration 64Q: 3 clusters Score -550566.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -550572.625000 Penalty: 3029.437256
	Iteration 65Q: 3 clusters Score -550572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -550581.937500 Penalty: 3029.437256
	Iteration 66Q: 3 clusters Score -550581.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -550590.625000 Penalty: 3029.437256
	Iteration 67Q: 3 clusters Score -550590.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -550597.750000 Penalty: 3029.437256
	Iteration 68Q: 3 clusters Score -550597.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -550611.437500 Penalty: 3029.437256
	Iteration 69Q: 3 clusters Score -550611.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -550623.312500 Penalty: 3029.437256
	Iteration 70Q: 3 clusters Score -550623.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -550634.000000 Penalty: 3029.437256
	Iteration 71Q: 3 clusters Score -550634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -550639.937500 Penalty: 3029.437256
	Iteration 72Q: 3 clusters Score -550639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -550645.062500 Penalty: 3029.437256
	Iteration 73Q: 3 clusters Score -550645.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -550646.875000 Penalty: 3029.437256
	Iteration 74Q: 3 clusters Score -550646.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -550650.125000 Penalty: 3029.437256
	Iteration 75Q: 3 clusters Score -550650.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -550653.812500 Penalty: 3029.437256
	Iteration 76Q: 3 clusters Score -550653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -550657.000000 Penalty: 3029.437256
	Iteration 77Q: 3 clusters Score -550657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -550664.000000 Penalty: 3029.437256
	Iteration 78Q: 3 clusters Score -550664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -550665.125000 Penalty: 3029.437256
	Iteration 79Q: 3 clusters Score -550665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -550666.312500 Penalty: 3029.437256
	Iteration 80F: 3 clusters Score -550666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -550667.562500 Penalty: 3029.437256
	Iteration 81Q: 3 clusters Score -550667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -550667.500000 Penalty: 3029.437256
	Iteration 82Q: 3 clusters Score -550667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -550668.312500 Penalty: 3029.437256
	Iteration 83Q: 3 clusters Score -550668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -550668.000000 Penalty: 3029.437256
	Iteration 84Q: 3 clusters Score -550668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -550669.937500 Penalty: 3029.437256
	Iteration 85Q: 3 clusters Score -550669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -550669.312500 Penalty: 3029.437256
	Iteration 86Q: 3 clusters Score -550669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -550670.250000 Penalty: 3029.437256
	Iteration 87Q: 3 clusters Score -550670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -550671.625000 Penalty: 3029.437256
	Iteration 88Q: 3 clusters Score -550671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -550671.625000 Penalty: 3029.437256
	Iteration 89F: 3 clusters Score -550671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Entering Unmasked Estep 
Score: -435930.031250 Penalty: 1479.378662
	Iteration 0F: 2 clusters Score -435930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -429487.281250 Penalty: 2958.757324
	Iteration 0F: 3 clusters Score -429487.3 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -431669.343750 Penalty: 2958.757324
	Iteration 1F: 3 clusters Score -431669.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -432010.593750 Penalty: 2958.757324
	Iteration 2F: 3 clusters Score -432010.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -432288.281250 Penalty: 2958.757324
	Iteration 3F: 3 clusters Score -432288.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -432534.062500 Penalty: 2958.757324
	Iteration 4Q: 3 clusters Score -432534.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -432787.343750 Penalty: 2958.757324
	Iteration 5Q: 3 clusters Score -432787.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -433013.343750 Penalty: 2958.757324
	Iteration 6Q: 3 clusters Score -433013.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -433203.500000 Penalty: 2958.757324
	Iteration 7Q: 3 clusters Score -433203.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -433358.343750 Penalty: 2958.757324
	Iteration 8Q: 3 clusters Score -433358.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -433496.156250 Penalty: 2958.757324
	Iteration 9Q: 3 clusters Score -433496.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -433625.781250 Penalty: 2958.757324
	Iteration 10Q: 3 clusters Score -433625.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -433724.718750 Penalty: 2958.757324
	Iteration 11Q: 3 clusters Score -433724.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -433802.750000 Penalty: 2958.757324
	Iteration 12Q: 3 clusters Score -433802.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -433869.062500 Penalty: 2958.757324
	Iteration 13Q: 3 clusters Score -433869.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -433919.156250 Penalty: 2958.757324
	Iteration 14Q: 3 clusters Score -433919.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -433959.531250 Penalty: 2958.757324
	Iteration 15Q: 3 clusters Score -433959.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -433987.031250 Penalty: 2958.757324
	Iteration 16Q: 3 clusters Score -433987 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -434007.687500 Penalty: 2958.757324
	Iteration 17Q: 3 clusters Score -434007.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -434029.687500 Penalty: 2958.757324
	Iteration 18Q: 3 clusters Score -434029.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -434050.625000 Penalty: 2958.757324
	Iteration 19Q: 3 clusters Score -434050.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -434071.781250 Penalty: 2958.757324
	Iteration 20F: 3 clusters Score -434071.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -434089.062500 Penalty: 2958.757324
	Iteration 21Q: 3 clusters Score -434089.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -434103.000000 Penalty: 2958.757324
	Iteration 22Q: 3 clusters Score -434103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -434116.687500 Penalty: 2958.757324
	Iteration 23Q: 3 clusters Score -434116.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -434129.000000 Penalty: 2958.757324
	Iteration 24Q: 3 clusters Score -434129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -434137.718750 Penalty: 2958.757324
	Iteration 25Q: 3 clusters Score -434137.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -434147.656250 Penalty: 2958.757324
	Iteration 26Q: 3 clusters Score -434147.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -434159.593750 Penalty: 2958.757324
	Iteration 27Q: 3 clusters Score -434159.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -434169.562500 Penalty: 2958.757324
	Iteration 28Q: 3 clusters Score -434169.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -434178.718750 Penalty: 2958.757324
	Iteration 29Q: 3 clusters Score -434178.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -434188.562500 Penalty: 2958.757324
	Iteration 30Q: 3 clusters Score -434188.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -434195.656250 Penalty: 2958.757324
	Iteration 31Q: 3 clusters Score -434195.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -434203.281250 Penalty: 2958.757324
	Iteration 32Q: 3 clusters Score -434203.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -434211.625000 Penalty: 2958.757324
	Iteration 33Q: 3 clusters Score -434211.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -434215.968750 Penalty: 2958.757324
	Iteration 34Q: 3 clusters Score -434216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -434221.250000 Penalty: 2958.757324
	Iteration 35Q: 3 clusters Score -434221.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -434225.781250 Penalty: 2958.757324
	Iteration 36Q: 3 clusters Score -434225.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -434230.875000 Penalty: 2958.757324
	Iteration 37Q: 3 clusters Score -434230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -434233.906250 Penalty: 2958.757324
	Iteration 38Q: 3 clusters Score -434233.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -434238.625000 Penalty: 2958.757324
	Iteration 39Q: 3 clusters Score -434238.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -434242.000000 Penalty: 2958.757324
	Iteration 40F: 3 clusters Score -434242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -434245.687500 Penalty: 2958.757324
	Iteration 41Q: 3 clusters Score -434245.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -434247.156250 Penalty: 2958.757324
	Iteration 42Q: 3 clusters Score -434247.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -434250.375000 Penalty: 2958.757324
	Iteration 43Q: 3 clusters Score -434250.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -434254.218750 Penalty: 2958.757324
	Iteration 44Q: 3 clusters Score -434254.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -434261.031250 Penalty: 2958.757324
	Iteration 45Q: 3 clusters Score -434261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -434271.562500 Penalty: 2958.757324
	Iteration 46Q: 3 clusters Score -434271.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -434284.500000 Penalty: 2958.757324
	Iteration 47Q: 3 clusters Score -434284.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -434290.500000 Penalty: 2958.757324
	Iteration 48Q: 3 clusters Score -434290.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -434297.343750 Penalty: 2958.757324
	Iteration 49Q: 3 clusters Score -434297.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -434306.218750 Penalty: 2958.757324
	Iteration 50Q: 3 clusters Score -434306.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -434311.625000 Penalty: 2958.757324
	Iteration 51Q: 3 clusters Score -434311.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -434321.281250 Penalty: 2958.757324
	Iteration 52Q: 3 clusters Score -434321.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -434333.437500 Penalty: 2958.757324
	Iteration 53Q: 3 clusters Score -434333.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -434348.906250 Penalty: 2958.757324
	Iteration 54Q: 3 clusters Score -434348.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -434363.468750 Penalty: 2958.757324
	Iteration 55Q: 3 clusters Score -434363.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -434378.843750 Penalty: 2958.757324
	Iteration 56Q: 3 clusters Score -434378.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -434404.468750 Penalty: 2958.757324
	Iteration 57Q: 3 clusters Score -434404.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -434433.218750 Penalty: 2958.757324
	Iteration 58Q: 3 clusters Score -434433.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -434472.625000 Penalty: 2958.757324
	Iteration 59Q: 3 clusters Score -434472.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -434534.062500 Penalty: 2958.757324
	Iteration 60F: 3 clusters Score -434534.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -434614.781250 Penalty: 2958.757324
	Iteration 61Q: 3 clusters Score -434614.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -434702.187500 Penalty: 2958.757324
	Iteration 62Q: 3 clusters Score -434702.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -434798.812500 Penalty: 2958.757324
	Iteration 63Q: 3 clusters Score -434798.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -434862.000000 Penalty: 2958.757324
	Iteration 64Q: 3 clusters Score -434862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -434898.250000 Penalty: 2958.757324
	Iteration 65Q: 3 clusters Score -434898.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -434917.437500 Penalty: 2958.757324
	Iteration 66Q: 3 clusters Score -434917.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -434926.437500 Penalty: 2958.757324
	Iteration 67Q: 3 clusters Score -434926.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -434934.687500 Penalty: 2958.757324
	Iteration 68Q: 3 clusters Score -434934.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -434937.312500 Penalty: 2958.757324
	Iteration 69Q: 3 clusters Score -434937.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -434940.281250 Penalty: 2958.757324
	Iteration 70Q: 3 clusters Score -434940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -434941.031250 Penalty: 2958.757324
	Iteration 71Q: 3 clusters Score -434941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -434941.031250 Penalty: 2958.757324
	Iteration 72Q: 3 clusters Score -434941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -434941.031250 Penalty: 2958.757324
	Iteration 73F: 3 clusters Score -434941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Entering Unmasked Estep 
Score: -3074278.000000 Penalty: 1795.037964
	Iteration 0F: 2 clusters Score -3074278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3032336.750000 Penalty: 3590.075928
	Iteration 0F: 3 clusters Score -3032337 nChanged 29623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3049418.500000 Penalty: 3590.075928
	Iteration 1F: 3 clusters Score -3049418 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3050431.750000 Penalty: 3590.075928
	Iteration 2Q: 3 clusters Score -3050432 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3051994.250000 Penalty: 3590.075928
	Iteration 3F: 3 clusters Score -3051994 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3054453.000000 Penalty: 3590.075928
	Iteration 4F: 3 clusters Score -3054453 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3057997.750000 Penalty: 3590.075928
	Iteration 5F: 3 clusters Score -3057998 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3062289.500000 Penalty: 3590.075928
	Iteration 6F: 3 clusters Score -3062290 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3066232.000000 Penalty: 3590.075928
	Iteration 7F: 3 clusters Score -3066232 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3069007.500000 Penalty: 3590.075928
	Iteration 8Q: 3 clusters Score -3069008 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3070573.000000 Penalty: 3590.075928
	Iteration 9Q: 3 clusters Score -3070573 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3071491.000000 Penalty: 3590.075928
	Iteration 10Q: 3 clusters Score -3071491 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3072002.000000 Penalty: 3590.075928
	Iteration 11Q: 3 clusters Score -3072002 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3072268.000000 Penalty: 3590.075928
	Iteration 12Q: 3 clusters Score -3072268 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3072453.000000 Penalty: 3590.075928
	Iteration 13Q: 3 clusters Score -3072453 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3072605.250000 Penalty: 3590.075928
	Iteration 14Q: 3 clusters Score -3072605 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3072683.750000 Penalty: 3590.075928
	Iteration 15Q: 3 clusters Score -3072684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3072752.500000 Penalty: 3590.075928
	Iteration 16Q: 3 clusters Score -3072752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3072791.500000 Penalty: 3590.075928
	Iteration 17Q: 3 clusters Score -3072792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3072827.250000 Penalty: 3590.075928
	Iteration 18Q: 3 clusters Score -3072827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3072846.750000 Penalty: 3590.075928
	Iteration 19Q: 3 clusters Score -3072847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3072853.750000 Penalty: 3590.075928
	Iteration 20F: 3 clusters Score -3072854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3072865.250000 Penalty: 3590.075928
	Iteration 21Q: 3 clusters Score -3072865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3072872.500000 Penalty: 3590.075928
	Iteration 22Q: 3 clusters Score -3072872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3072881.000000 Penalty: 3590.075928
	Iteration 23Q: 3 clusters Score -3072881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3072885.750000 Penalty: 3590.075928
	Iteration 24Q: 3 clusters Score -3072886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3072897.500000 Penalty: 3590.075928
	Iteration 25Q: 3 clusters Score -3072898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3072906.500000 Penalty: 3590.075928
	Iteration 26Q: 3 clusters Score -3072906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3072915.250000 Penalty: 3590.075928
	Iteration 27Q: 3 clusters Score -3072915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3072925.750000 Penalty: 3590.075928
	Iteration 28Q: 3 clusters Score -3072926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3072928.250000 Penalty: 3590.075928
	Iteration 29Q: 3 clusters Score -3072928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3072928.750000 Penalty: 3590.075928
	Iteration 30Q: 3 clusters Score -3072929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3072935.250000 Penalty: 3590.075928
	Iteration 31Q: 3 clusters Score -3072935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3072935.250000 Penalty: 3590.075928
	Iteration 32F: 3 clusters Score -3072935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Entering Unmasked Estep 
Score: -725507.187500 Penalty: 1559.506348
	Iteration 0F: 2 clusters Score -725507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -715284.687500 Penalty: 3119.012695
	Iteration 0F: 3 clusters Score -715284.7 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -718855.625000 Penalty: 3119.012695
	Iteration 1F: 3 clusters Score -718855.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -719246.062500 Penalty: 3119.012695
	Iteration 2F: 3 clusters Score -719246.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -719651.125000 Penalty: 3119.012695
	Iteration 3F: 3 clusters Score -719651.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -720050.625000 Penalty: 3119.012695
	Iteration 4Q: 3 clusters Score -720050.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -720471.625000 Penalty: 3119.012695
	Iteration 5Q: 3 clusters Score -720471.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -720917.625000 Penalty: 3119.012695
	Iteration 6Q: 3 clusters Score -720917.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -721418.375000 Penalty: 3119.012695
	Iteration 7F: 3 clusters Score -721418.4 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -721975.750000 Penalty: 3119.012695
	Iteration 8F: 3 clusters Score -721975.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -722497.875000 Penalty: 3119.012695
	Iteration 9F: 3 clusters Score -722497.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -722846.375000 Penalty: 3119.012695
	Iteration 10Q: 3 clusters Score -722846.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -723020.375000 Penalty: 3119.012695
	Iteration 11Q: 3 clusters Score -723020.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -723112.250000 Penalty: 3119.012695
	Iteration 12Q: 3 clusters Score -723112.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -723179.125000 Penalty: 3119.012695
	Iteration 13Q: 3 clusters Score -723179.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -723233.250000 Penalty: 3119.012695
	Iteration 14Q: 3 clusters Score -723233.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -723275.250000 Penalty: 3119.012695
	Iteration 15Q: 3 clusters Score -723275.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -723310.125000 Penalty: 3119.012695
	Iteration 16Q: 3 clusters Score -723310.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -723355.125000 Penalty: 3119.012695
	Iteration 17Q: 3 clusters Score -723355.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -723410.812500 Penalty: 3119.012695
	Iteration 18Q: 3 clusters Score -723410.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -723468.312500 Penalty: 3119.012695
	Iteration 19Q: 3 clusters Score -723468.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -723524.812500 Penalty: 3119.012695
	Iteration 20F: 3 clusters Score -723524.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -723565.062500 Penalty: 3119.012695
	Iteration 21Q: 3 clusters Score -723565.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -723604.312500 Penalty: 3119.012695
	Iteration 22Q: 3 clusters Score -723604.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -723639.562500 Penalty: 3119.012695
	Iteration 23Q: 3 clusters Score -723639.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -723678.125000 Penalty: 3119.012695
	Iteration 24Q: 3 clusters Score -723678.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -723709.125000 Penalty: 3119.012695
	Iteration 25Q: 3 clusters Score -723709.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -723741.375000 Penalty: 3119.012695
	Iteration 26Q: 3 clusters Score -723741.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -723772.625000 Penalty: 3119.012695
	Iteration 27Q: 3 clusters Score -723772.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -723806.562500 Penalty: 3119.012695
	Iteration 28Q: 3 clusters Score -723806.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -723834.000000 Penalty: 3119.012695
	Iteration 29Q: 3 clusters Score -723834 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -723863.687500 Penalty: 3119.012695
	Iteration 30Q: 3 clusters Score -723863.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -723887.625000 Penalty: 3119.012695
	Iteration 31Q: 3 clusters Score -723887.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -723902.125000 Penalty: 3119.012695
	Iteration 32Q: 3 clusters Score -723902.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -723921.437500 Penalty: 3119.012695
	Iteration 33Q: 3 clusters Score -723921.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -723938.625000 Penalty: 3119.012695
	Iteration 34Q: 3 clusters Score -723938.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -723962.312500 Penalty: 3119.012695
	Iteration 35Q: 3 clusters Score -723962.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -723982.812500 Penalty: 3119.012695
	Iteration 36Q: 3 clusters Score -723982.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -723996.625000 Penalty: 3119.012695
	Iteration 37Q: 3 clusters Score -723996.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -724006.062500 Penalty: 3119.012695
	Iteration 38Q: 3 clusters Score -724006.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -724013.312500 Penalty: 3119.012695
	Iteration 39Q: 3 clusters Score -724013.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -724016.500000 Penalty: 3119.012695
	Iteration 40F: 3 clusters Score -724016.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -724025.875000 Penalty: 3119.012695
	Iteration 41Q: 3 clusters Score -724025.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -724029.687500 Penalty: 3119.012695
	Iteration 42Q: 3 clusters Score -724029.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -724037.812500 Penalty: 3119.012695
	Iteration 43Q: 3 clusters Score -724037.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -724039.437500 Penalty: 3119.012695
	Iteration 44Q: 3 clusters Score -724039.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -724044.687500 Penalty: 3119.012695
	Iteration 45Q: 3 clusters Score -724044.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -724051.062500 Penalty: 3119.012695
	Iteration 46Q: 3 clusters Score -724051.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -724053.812500 Penalty: 3119.012695
	Iteration 47Q: 3 clusters Score -724053.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -724058.125000 Penalty: 3119.012695
	Iteration 48Q: 3 clusters Score -724058.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -724062.937500 Penalty: 3119.012695
	Iteration 49Q: 3 clusters Score -724062.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -724067.437500 Penalty: 3119.012695
	Iteration 50Q: 3 clusters Score -724067.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -724071.750000 Penalty: 3119.012695
	Iteration 51Q: 3 clusters Score -724071.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -724075.875000 Penalty: 3119.012695
	Iteration 52Q: 3 clusters Score -724075.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -724083.937500 Penalty: 3119.012695
	Iteration 53Q: 3 clusters Score -724083.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -724087.812500 Penalty: 3119.012695
	Iteration 54Q: 3 clusters Score -724087.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -724090.437500 Penalty: 3119.012695
	Iteration 55Q: 3 clusters Score -724090.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -724092.437500 Penalty: 3119.012695
	Iteration 56Q: 3 clusters Score -724092.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -724094.062500 Penalty: 3119.012695
	Iteration 57Q: 3 clusters Score -724094.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -724095.875000 Penalty: 3119.012695
	Iteration 58Q: 3 clusters Score -724095.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -724100.375000 Penalty: 3119.012695
	Iteration 59Q: 3 clusters Score -724100.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -724101.750000 Penalty: 3119.012695
	Iteration 60F: 3 clusters Score -724101.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -724104.250000 Penalty: 3119.012695
	Iteration 61Q: 3 clusters Score -724104.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -724107.937500 Penalty: 3119.012695
	Iteration 62Q: 3 clusters Score -724107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -724109.375000 Penalty: 3119.012695
	Iteration 63Q: 3 clusters Score -724109.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -724113.187500 Penalty: 3119.012695
	Iteration 64Q: 3 clusters Score -724113.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -724112.562500 Penalty: 3119.012695
	Iteration 65Q: 3 clusters Score -724112.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -724111.062500 Penalty: 3119.012695
	Iteration 66Q: 3 clusters Score -724111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -724114.375000 Penalty: 3119.012695
	Iteration 67Q: 3 clusters Score -724114.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -724116.500000 Penalty: 3119.012695
	Iteration 68Q: 3 clusters Score -724116.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -724118.125000 Penalty: 3119.012695
	Iteration 69Q: 3 clusters Score -724118.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -724118.750000 Penalty: 3119.012695
	Iteration 70Q: 3 clusters Score -724118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -724123.312500 Penalty: 3119.012695
	Iteration 71Q: 3 clusters Score -724123.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -724122.125000 Penalty: 3119.012695
	Iteration 72Q: 3 clusters Score -724122.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -724128.250000 Penalty: 3119.012695
	Iteration 73Q: 3 clusters Score -724128.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -724129.437500 Penalty: 3119.012695
	Iteration 74Q: 3 clusters Score -724129.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -724131.812500 Penalty: 3119.012695
	Iteration 75Q: 3 clusters Score -724131.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -724135.500000 Penalty: 3119.012695
	Iteration 76Q: 3 clusters Score -724135.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -724138.125000 Penalty: 3119.012695
	Iteration 77Q: 3 clusters Score -724138.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -724144.375000 Penalty: 3119.012695
	Iteration 78Q: 3 clusters Score -724144.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -724146.875000 Penalty: 3119.012695
	Iteration 79Q: 3 clusters Score -724146.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -724151.500000 Penalty: 3119.012695
	Iteration 80F: 3 clusters Score -724151.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -724153.250000 Penalty: 3119.012695
	Iteration 81Q: 3 clusters Score -724153.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -724154.250000 Penalty: 3119.012695
	Iteration 82Q: 3 clusters Score -724154.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -724158.562500 Penalty: 3119.012695
	Iteration 83Q: 3 clusters Score -724158.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -724162.062500 Penalty: 3119.012695
	Iteration 84Q: 3 clusters Score -724162.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -724166.312500 Penalty: 3119.012695
	Iteration 85Q: 3 clusters Score -724166.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -724173.437500 Penalty: 3119.012695
	Iteration 86Q: 3 clusters Score -724173.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -724178.062500 Penalty: 3119.012695
	Iteration 87Q: 3 clusters Score -724178.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -724184.000000 Penalty: 3119.012695
	Iteration 88Q: 3 clusters Score -724184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -724188.750000 Penalty: 3119.012695
	Iteration 89Q: 3 clusters Score -724188.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -724198.187500 Penalty: 3119.012695
	Iteration 90Q: 3 clusters Score -724198.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -724207.375000 Penalty: 3119.012695
	Iteration 91Q: 3 clusters Score -724207.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -724218.875000 Penalty: 3119.012695
	Iteration 92Q: 3 clusters Score -724218.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -724227.812500 Penalty: 3119.012695
	Iteration 93Q: 3 clusters Score -724227.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -724247.687500 Penalty: 3119.012695
	Iteration 94Q: 3 clusters Score -724247.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -724262.562500 Penalty: 3119.012695
	Iteration 95Q: 3 clusters Score -724262.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -724274.625000 Penalty: 3119.012695
	Iteration 96Q: 3 clusters Score -724274.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -724287.312500 Penalty: 3119.012695
	Iteration 97Q: 3 clusters Score -724287.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -724295.250000 Penalty: 3119.012695
	Iteration 98Q: 3 clusters Score -724295.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -724305.312500 Penalty: 3119.012695
	Iteration 99Q: 3 clusters Score -724305.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -724316.625000 Penalty: 3119.012695
	Iteration 100F: 3 clusters Score -724316.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -724321.687500 Penalty: 3119.012695
	Iteration 101Q: 3 clusters Score -724321.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -724332.250000 Penalty: 3119.012695
	Iteration 102Q: 3 clusters Score -724332.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -724345.375000 Penalty: 3119.012695
	Iteration 103Q: 3 clusters Score -724345.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -724357.187500 Penalty: 3119.012695
	Iteration 104Q: 3 clusters Score -724357.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -724365.125000 Penalty: 3119.012695
	Iteration 105Q: 3 clusters Score -724365.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -724377.437500 Penalty: 3119.012695
	Iteration 106Q: 3 clusters Score -724377.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -724388.312500 Penalty: 3119.012695
	Iteration 107Q: 3 clusters Score -724388.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -724399.750000 Penalty: 3119.012695
	Iteration 108Q: 3 clusters Score -724399.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -724409.750000 Penalty: 3119.012695
	Iteration 109Q: 3 clusters Score -724409.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -724422.062500 Penalty: 3119.012695
	Iteration 110Q: 3 clusters Score -724422.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -724435.812500 Penalty: 3119.012695
	Iteration 111Q: 3 clusters Score -724435.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -724447.750000 Penalty: 3119.012695
	Iteration 112Q: 3 clusters Score -724447.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -724464.750000 Penalty: 3119.012695
	Iteration 113Q: 3 clusters Score -724464.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -724478.875000 Penalty: 3119.012695
	Iteration 114Q: 3 clusters Score -724478.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -724495.312500 Penalty: 3119.012695
	Iteration 115Q: 3 clusters Score -724495.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -724506.937500 Penalty: 3119.012695
	Iteration 116Q: 3 clusters Score -724506.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -724521.812500 Penalty: 3119.012695
	Iteration 117Q: 3 clusters Score -724521.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -724532.000000 Penalty: 3119.012695
	Iteration 118Q: 3 clusters Score -724532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -724542.375000 Penalty: 3119.012695
	Iteration 119Q: 3 clusters Score -724542.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -724554.625000 Penalty: 3119.012695
	Iteration 120F: 3 clusters Score -724554.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -724563.625000 Penalty: 3119.012695
	Iteration 121Q: 3 clusters Score -724563.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -724566.687500 Penalty: 3119.012695
	Iteration 122Q: 3 clusters Score -724566.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -724573.062500 Penalty: 3119.012695
	Iteration 123Q: 3 clusters Score -724573.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -724580.250000 Penalty: 3119.012695
	Iteration 124Q: 3 clusters Score -724580.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -724585.937500 Penalty: 3119.012695
	Iteration 125Q: 3 clusters Score -724585.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -724587.250000 Penalty: 3119.012695
	Iteration 126Q: 3 clusters Score -724587.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -724589.937500 Penalty: 3119.012695
	Iteration 127Q: 3 clusters Score -724589.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -724596.125000 Penalty: 3119.012695
	Iteration 128Q: 3 clusters Score -724596.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -724596.562500 Penalty: 3119.012695
	Iteration 129Q: 3 clusters Score -724596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -724598.687500 Penalty: 3119.012695
	Iteration 130Q: 3 clusters Score -724598.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -724601.625000 Penalty: 3119.012695
	Iteration 131Q: 3 clusters Score -724601.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -724603.125000 Penalty: 3119.012695
	Iteration 132Q: 3 clusters Score -724603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -724607.125000 Penalty: 3119.012695
	Iteration 133Q: 3 clusters Score -724607.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -724607.125000 Penalty: 3119.012695
	Iteration 134Q: 3 clusters Score -724607.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -724610.437500 Penalty: 3119.012695
	Iteration 135Q: 3 clusters Score -724610.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -724613.437500 Penalty: 3119.012695
	Iteration 136Q: 3 clusters Score -724613.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -724616.937500 Penalty: 3119.012695
	Iteration 137Q: 3 clusters Score -724616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -724619.000000 Penalty: 3119.012695
	Iteration 138Q: 3 clusters Score -724619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -724621.937500 Penalty: 3119.012695
	Iteration 139Q: 3 clusters Score -724621.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -724625.625000 Penalty: 3119.012695
	Iteration 140F: 3 clusters Score -724625.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -724628.687500 Penalty: 3119.012695
	Iteration 141Q: 3 clusters Score -724628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -724630.062500 Penalty: 3119.012695
	Iteration 142Q: 3 clusters Score -724630.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -724632.000000 Penalty: 3119.012695
	Iteration 143Q: 3 clusters Score -724632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -724633.500000 Penalty: 3119.012695
	Iteration 144Q: 3 clusters Score -724633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -724635.125000 Penalty: 3119.012695
	Iteration 145Q: 3 clusters Score -724635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -724637.687500 Penalty: 3119.012695
	Iteration 146Q: 3 clusters Score -724637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -724638.625000 Penalty: 3119.012695
	Iteration 147Q: 3 clusters Score -724638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -724639.500000 Penalty: 3119.012695
	Iteration 148Q: 3 clusters Score -724639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -724639.937500 Penalty: 3119.012695
	Iteration 149Q: 3 clusters Score -724639.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -724640.562500 Penalty: 3119.012695
	Iteration 150Q: 3 clusters Score -724640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -724640.375000 Penalty: 3119.012695
	Iteration 151Q: 3 clusters Score -724640.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -724643.687500 Penalty: 3119.012695
	Iteration 152Q: 3 clusters Score -724643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -724645.375000 Penalty: 3119.012695
	Iteration 153Q: 3 clusters Score -724645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -724644.187500 Penalty: 3119.012695
	Iteration 154Q: 3 clusters Score -724644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -724644.000000 Penalty: 3119.012695
	Iteration 155Q: 3 clusters Score -724644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -724644.500000 Penalty: 3119.012695
	Iteration 156Q: 3 clusters Score -724644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -724644.375000 Penalty: 3119.012695
	Iteration 157Q: 3 clusters Score -724644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -724645.875000 Penalty: 3119.012695
	Iteration 158Q: 3 clusters Score -724645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -724645.812500 Penalty: 3119.012695
	Iteration 159Q: 3 clusters Score -724645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -724646.500000 Penalty: 3119.012695
	Iteration 160F: 3 clusters Score -724646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -724648.187500 Penalty: 3119.012695
	Iteration 161Q: 3 clusters Score -724648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -724648.562500 Penalty: 3119.012695
	Iteration 162Q: 3 clusters Score -724648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -724649.437500 Penalty: 3119.012695
	Iteration 163Q: 3 clusters Score -724649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -724650.375000 Penalty: 3119.012695
	Iteration 164Q: 3 clusters Score -724650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -724649.375000 Penalty: 3119.012695
	Iteration 165Q: 3 clusters Score -724649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -724649.375000 Penalty: 3119.012695
	Iteration 166F: 3 clusters Score -724649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Entering Unmasked Estep 
Score: -472793.718750 Penalty: 1481.390503
	Iteration 0F: 2 clusters Score -472793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -466195.000000 Penalty: 2962.781006
	Iteration 0F: 3 clusters Score -466195 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -468298.187500 Penalty: 2962.781006
	Iteration 1F: 3 clusters Score -468298.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -468485.750000 Penalty: 2962.781006
	Iteration 2F: 3 clusters Score -468485.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -468629.812500 Penalty: 2962.781006
	Iteration 3Q: 3 clusters Score -468629.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -468740.062500 Penalty: 2962.781006
	Iteration 4Q: 3 clusters Score -468740.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -468825.093750 Penalty: 2962.781006
	Iteration 5Q: 3 clusters Score -468825.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -468880.375000 Penalty: 2962.781006
	Iteration 6Q: 3 clusters Score -468880.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -468933.906250 Penalty: 2962.781006
	Iteration 7Q: 3 clusters Score -468933.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -469000.562500 Penalty: 2962.781006
	Iteration 8Q: 3 clusters Score -469000.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -469072.437500 Penalty: 2962.781006
	Iteration 9Q: 3 clusters Score -469072.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -469150.812500 Penalty: 2962.781006
	Iteration 10Q: 3 clusters Score -469150.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -469258.562500 Penalty: 2962.781006
	Iteration 11Q: 3 clusters Score -469258.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -469416.500000 Penalty: 2962.781006
	Iteration 12Q: 3 clusters Score -469416.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -469596.968750 Penalty: 2962.781006
	Iteration 13Q: 3 clusters Score -469597 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -469815.093750 Penalty: 2962.781006
	Iteration 14Q: 3 clusters Score -469815.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -470062.906250 Penalty: 2962.781006
	Iteration 15Q: 3 clusters Score -470062.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -470306.125000 Penalty: 2962.781006
	Iteration 16Q: 3 clusters Score -470306.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -470531.031250 Penalty: 2962.781006
	Iteration 17Q: 3 clusters Score -470531 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -470723.125000 Penalty: 2962.781006
	Iteration 18Q: 3 clusters Score -470723.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -470899.750000 Penalty: 2962.781006
	Iteration 19Q: 3 clusters Score -470899.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -471030.406250 Penalty: 2962.781006
	Iteration 20F: 3 clusters Score -471030.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -471145.625000 Penalty: 2962.781006
	Iteration 21Q: 3 clusters Score -471145.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -471239.375000 Penalty: 2962.781006
	Iteration 22Q: 3 clusters Score -471239.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -471299.812500 Penalty: 2962.781006
	Iteration 23Q: 3 clusters Score -471299.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -471354.031250 Penalty: 2962.781006
	Iteration 24Q: 3 clusters Score -471354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -471393.218750 Penalty: 2962.781006
	Iteration 25Q: 3 clusters Score -471393.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -471421.437500 Penalty: 2962.781006
	Iteration 26Q: 3 clusters Score -471421.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -471443.937500 Penalty: 2962.781006
	Iteration 27Q: 3 clusters Score -471443.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -471461.718750 Penalty: 2962.781006
	Iteration 28Q: 3 clusters Score -471461.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -471474.687500 Penalty: 2962.781006
	Iteration 29Q: 3 clusters Score -471474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -471483.687500 Penalty: 2962.781006
	Iteration 30Q: 3 clusters Score -471483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -471488.375000 Penalty: 2962.781006
	Iteration 31Q: 3 clusters Score -471488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -471496.406250 Penalty: 2962.781006
	Iteration 32Q: 3 clusters Score -471496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -471503.312500 Penalty: 2962.781006
	Iteration 33Q: 3 clusters Score -471503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -471508.750000 Penalty: 2962.781006
	Iteration 34Q: 3 clusters Score -471508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -471514.437500 Penalty: 2962.781006
	Iteration 35Q: 3 clusters Score -471514.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -471519.312500 Penalty: 2962.781006
	Iteration 36Q: 3 clusters Score -471519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -471522.343750 Penalty: 2962.781006
	Iteration 37Q: 3 clusters Score -471522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -471525.093750 Penalty: 2962.781006
	Iteration 38Q: 3 clusters Score -471525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -471526.531250 Penalty: 2962.781006
	Iteration 39Q: 3 clusters Score -471526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -471527.750000 Penalty: 2962.781006
	Iteration 40F: 3 clusters Score -471527.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -85419.734375 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -85419.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -83465.421875 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -83465.42 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -83825.585938 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -83825.59 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -83917.203125 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -83917.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -83981.960938 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -83981.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -84023.484375 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -84023.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -84055.265625 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -84055.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -84075.101562 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -84075.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -84085.351562 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -84085.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -84092.234375 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -84092.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -84099.820312 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -84099.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -84111.023438 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -84111.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -84123.109375 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -84123.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -84129.484375 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -84129.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -84132.304688 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -84132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -84134.539062 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -84134.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -84137.351562 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -84137.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -84139.382812 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -84139.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -84142.226562 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -84142.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84144.921875 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -84144.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84146.531250 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -84146.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84148.460938 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -84148.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84148.781250 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -84148.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84148.781250 Penalty: 2429.300781
	Iteration 22F: 3 clusters Score -84148.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -182859.093750 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -182859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -179628.203125 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -179628.2 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -180456.187500 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -180456.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -180632.218750 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -180632.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -180747.281250 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -180747.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -180842.265625 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -180842.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -180930.531250 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -180930.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -181020.156250 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -181020.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -181094.781250 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -181094.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -181168.187500 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -181168.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -181247.531250 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -181247.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -181315.671875 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -181315.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -181373.234375 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -181373.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -181431.187500 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -181431.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -181485.187500 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -181485.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -181539.546875 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -181539.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -181582.875000 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -181582.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -181604.593750 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -181604.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -181621.312500 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -181621.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -181633.375000 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -181633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -181642.828125 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -181642.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -181652.312500 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -181652.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -181662.171875 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -181662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -181672.609375 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -181672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -181689.140625 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -181689.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -181701.015625 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -181701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -181705.718750 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -181705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -181707.937500 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -181707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -181711.796875 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -181711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -181717.000000 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -181717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -181723.265625 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -181723.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -181726.203125 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -181726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -181732.875000 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -181732.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -181740.734375 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -181740.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -181746.859375 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -181746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -181749.609375 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -181749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -181749.984375 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -181750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -181749.984375 Penalty: 2677.180664
	Iteration 36F: 3 clusters Score -181750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8976 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8535 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55488 members 
Mstep: Class 10 contains 586435 members 
Mstep: Class 11 contains 11174 members 
Mstep: Class 12 contains 8990 members 
Mstep: Class 13 contains 62717 members 
Mstep: Class 15 contains 14720 members 
Mstep: Class 16 contains 9102 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535716.000000 Penalty: 37573.226562
Iteration 199Q: 18 clusters Score -3.753572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55484 members 
Mstep: Class 10 contains 586466 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 62709 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 9095 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535708.000000 Penalty: 37573.226562
Iteration 200F: 18 clusters Score -3.753571e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55478 members 
Mstep: Class 10 contains 586495 members 
Mstep: Class 11 contains 11176 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 62704 members 
Mstep: Class 15 contains 14715 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535644.000000 Penalty: 37573.226562
Iteration 201Q: 18 clusters Score -3.753564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55468 members 
Mstep: Class 10 contains 586522 members 
Mstep: Class 11 contains 11177 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 62700 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535660.000000 Penalty: 37573.226562
Iteration 202Q: 18 clusters Score -3.753566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55463 members 
Mstep: Class 10 contains 586539 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 62697 members 
Mstep: Class 15 contains 14711 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535664.000000 Penalty: 37573.226562
Iteration 203Q: 18 clusters Score -3.753566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55459 members 
Mstep: Class 10 contains 586555 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 62692 members 
Mstep: Class 15 contains 14708 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 204Q: 18 clusters Score -3.753563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55455 members 
Mstep: Class 10 contains 586569 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 62685 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535640.000000 Penalty: 37573.226562
Iteration 205Q: 18 clusters Score -3.753564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55449 members 
Mstep: Class 10 contains 586585 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 62681 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535644.000000 Penalty: 37573.226562
Iteration 206Q: 18 clusters Score -3.753564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8531 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55445 members 
Mstep: Class 10 contains 586601 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 62675 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535628.000000 Penalty: 37573.226562
Iteration 207Q: 18 clusters Score -3.753563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55440 members 
Mstep: Class 10 contains 586617 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62669 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535604.000000 Penalty: 37573.226562
Iteration 208Q: 18 clusters Score -3.75356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8526 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55430 members 
Mstep: Class 10 contains 586636 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62668 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535628.000000 Penalty: 37573.226562
Iteration 209Q: 18 clusters Score -3.753563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55427 members 
Mstep: Class 10 contains 586645 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 210Q: 18 clusters Score -3.753563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586647 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535636.000000 Penalty: 37573.226562
Iteration 211Q: 18 clusters Score -3.753564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586647 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 212Q: 18 clusters Score -3.753563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586648 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9059 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535640.000000 Penalty: 37573.226562
Iteration 213Q: 18 clusters Score -3.753564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586651 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535644.000000 Penalty: 37573.226562
Iteration 214Q: 18 clusters Score -3.753564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586653 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62662 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 215Q: 18 clusters Score -3.753563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586656 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62661 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535636.000000 Penalty: 37573.226562
Iteration 216Q: 18 clusters Score -3.753564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586657 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62661 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 217Q: 18 clusters Score -3.753563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586655 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62661 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535644.000000 Penalty: 37573.226562
Iteration 218Q: 18 clusters Score -3.753564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586657 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62661 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535652.000000 Penalty: 37573.226562
Iteration 219Q: 18 clusters Score -3.753565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586656 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62662 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535652.000000 Penalty: 37573.226562
Iteration 220F: 18 clusters Score -3.753565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586658 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62661 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 221Q: 18 clusters Score -3.753563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586661 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62660 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535616.000000 Penalty: 37573.226562
Iteration 222Q: 18 clusters Score -3.753562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586663 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62658 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 223Q: 18 clusters Score -3.753563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586666 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62655 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535636.000000 Penalty: 37573.226562
Iteration 224Q: 18 clusters Score -3.753564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586671 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62650 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535648.000000 Penalty: 37573.226562
Iteration 225Q: 18 clusters Score -3.753565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586674 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62647 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535644.000000 Penalty: 37573.226562
Iteration 226Q: 18 clusters Score -3.753564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586677 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62644 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535640.000000 Penalty: 37573.226562
Iteration 227Q: 18 clusters Score -3.753564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 586681 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62640 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535648.000000 Penalty: 37573.226562
Iteration 228Q: 18 clusters Score -3.753565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 586689 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62633 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535628.000000 Penalty: 37573.226562
Iteration 229Q: 18 clusters Score -3.753563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 586689 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62632 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 230Q: 18 clusters Score -3.753563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 586691 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62630 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 231Q: 18 clusters Score -3.753563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 586692 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 62630 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535632.000000 Penalty: 37573.226562
Iteration 232Q: 18 clusters Score -3.753563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 586692 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 62629 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535624.000000 Penalty: 37573.226562
Iteration 233Q: 18 clusters Score -3.753562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 586692 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 62628 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535624.000000 Penalty: 37573.226562
Iteration 234Q: 18 clusters Score -3.753562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 586692 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 62628 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37535624.000000 Penalty: 37573.226562
Iteration 235F: 18 clusters Score -3.753562e+07 nChanged 0
Entering ConstructFrom: 
Score: -37535624.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (16360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Entering Unmasked Estep 
Score: -754518.000000 Penalty: 1576.671631
	Iteration 0F: 2 clusters Score -754518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -743260.125000 Penalty: 3153.343262
	Iteration 0F: 3 clusters Score -743260.1 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -747037.937500 Penalty: 3153.343262
	Iteration 1F: 3 clusters Score -747037.9 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -747322.750000 Penalty: 3153.343262
	Iteration 2F: 3 clusters Score -747322.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -747557.625000 Penalty: 3153.343262
	Iteration 3Q: 3 clusters Score -747557.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -747793.812500 Penalty: 3153.343262
	Iteration 4Q: 3 clusters Score -747793.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -748073.687500 Penalty: 3153.343262
	Iteration 5Q: 3 clusters Score -748073.7 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -748430.125000 Penalty: 3153.343262
	Iteration 6Q: 3 clusters Score -748430.1 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -748881.187500 Penalty: 3153.343262
	Iteration 7F: 3 clusters Score -748881.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -749416.187500 Penalty: 3153.343262
	Iteration 8F: 3 clusters Score -749416.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -750028.500000 Penalty: 3153.343262
	Iteration 9F: 3 clusters Score -750028.5 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -750607.312500 Penalty: 3153.343262
	Iteration 10F: 3 clusters Score -750607.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -751124.312500 Penalty: 3153.343262
	Iteration 11Q: 3 clusters Score -751124.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -751478.562500 Penalty: 3153.343262
	Iteration 12Q: 3 clusters Score -751478.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -751688.625000 Penalty: 3153.343262
	Iteration 13Q: 3 clusters Score -751688.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -751858.812500 Penalty: 3153.343262
	Iteration 14Q: 3 clusters Score -751858.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -752014.812500 Penalty: 3153.343262
	Iteration 15Q: 3 clusters Score -752014.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -752163.062500 Penalty: 3153.343262
	Iteration 16Q: 3 clusters Score -752163.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -752352.187500 Penalty: 3153.343262
	Iteration 17Q: 3 clusters Score -752352.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -752601.250000 Penalty: 3153.343262
	Iteration 18Q: 3 clusters Score -752601.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -752827.500000 Penalty: 3153.343262
	Iteration 19Q: 3 clusters Score -752827.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -752987.250000 Penalty: 3153.343262
	Iteration 20F: 3 clusters Score -752987.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -753072.125000 Penalty: 3153.343262
	Iteration 21Q: 3 clusters Score -753072.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -753127.312500 Penalty: 3153.343262
	Iteration 22Q: 3 clusters Score -753127.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -753156.562500 Penalty: 3153.343262
	Iteration 23Q: 3 clusters Score -753156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -753187.625000 Penalty: 3153.343262
	Iteration 24Q: 3 clusters Score -753187.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -753213.187500 Penalty: 3153.343262
	Iteration 25Q: 3 clusters Score -753213.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -753225.000000 Penalty: 3153.343262
	Iteration 26Q: 3 clusters Score -753225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -753234.500000 Penalty: 3153.343262
	Iteration 27Q: 3 clusters Score -753234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -753238.000000 Penalty: 3153.343262
	Iteration 28Q: 3 clusters Score -753238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -753243.312500 Penalty: 3153.343262
	Iteration 29Q: 3 clusters Score -753243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -753245.375000 Penalty: 3153.343262
	Iteration 30Q: 3 clusters Score -753245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -753249.062500 Penalty: 3153.343262
	Iteration 31Q: 3 clusters Score -753249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -753250.562500 Penalty: 3153.343262
	Iteration 32Q: 3 clusters Score -753250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -753255.375000 Penalty: 3153.343262
	Iteration 33Q: 3 clusters Score -753255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -753255.375000 Penalty: 3153.343262
	Iteration 34F: 3 clusters Score -753255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -293745.000000 Penalty: 1413.535645
	Iteration 0F: 2 clusters Score -293745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -289076.750000 Penalty: 2827.071289
	Iteration 0F: 3 clusters Score -289076.8 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -290521.812500 Penalty: 2827.071289
	Iteration 1F: 3 clusters Score -290521.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -290783.250000 Penalty: 2827.071289
	Iteration 2F: 3 clusters Score -290783.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -290988.687500 Penalty: 2827.071289
	Iteration 3F: 3 clusters Score -290988.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -291143.218750 Penalty: 2827.071289
	Iteration 4Q: 3 clusters Score -291143.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -291275.625000 Penalty: 2827.071289
	Iteration 5Q: 3 clusters Score -291275.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -291419.281250 Penalty: 2827.071289
	Iteration 6Q: 3 clusters Score -291419.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -291586.406250 Penalty: 2827.071289
	Iteration 7Q: 3 clusters Score -291586.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -291756.031250 Penalty: 2827.071289
	Iteration 8Q: 3 clusters Score -291756 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -291914.406250 Penalty: 2827.071289
	Iteration 9Q: 3 clusters Score -291914.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -292045.000000 Penalty: 2827.071289
	Iteration 10Q: 3 clusters Score -292045 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -292170.968750 Penalty: 2827.071289
	Iteration 11Q: 3 clusters Score -292171 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -292262.062500 Penalty: 2827.071289
	Iteration 12Q: 3 clusters Score -292262.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -292345.218750 Penalty: 2827.071289
	Iteration 13Q: 3 clusters Score -292345.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -292414.968750 Penalty: 2827.071289
	Iteration 14Q: 3 clusters Score -292415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -292457.937500 Penalty: 2827.071289
	Iteration 15Q: 3 clusters Score -292457.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -292490.375000 Penalty: 2827.071289
	Iteration 16Q: 3 clusters Score -292490.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -292512.187500 Penalty: 2827.071289
	Iteration 17Q: 3 clusters Score -292512.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -292529.562500 Penalty: 2827.071289
	Iteration 18Q: 3 clusters Score -292529.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -292536.968750 Penalty: 2827.071289
	Iteration 19Q: 3 clusters Score -292537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -292545.281250 Penalty: 2827.071289
	Iteration 20F: 3 clusters Score -292545.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -292550.968750 Penalty: 2827.071289
	Iteration 21Q: 3 clusters Score -292551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -292556.250000 Penalty: 2827.071289
	Iteration 22Q: 3 clusters Score -292556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -292559.781250 Penalty: 2827.071289
	Iteration 23Q: 3 clusters Score -292559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -292562.468750 Penalty: 2827.071289
	Iteration 24Q: 3 clusters Score -292562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -292562.406250 Penalty: 2827.071289
	Iteration 25Q: 3 clusters Score -292562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -292564.187500 Penalty: 2827.071289
	Iteration 26Q: 3 clusters Score -292564.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -292567.781250 Penalty: 2827.071289
	Iteration 27Q: 3 clusters Score -292567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -292571.000000 Penalty: 2827.071289
	Iteration 28Q: 3 clusters Score -292571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -292572.312500 Penalty: 2827.071289
	Iteration 29Q: 3 clusters Score -292572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -292573.843750 Penalty: 2827.071289
	Iteration 30Q: 3 clusters Score -292573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -292573.625000 Penalty: 2827.071289
	Iteration 31Q: 3 clusters Score -292573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -292574.312500 Penalty: 2827.071289
	Iteration 32Q: 3 clusters Score -292574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -292575.343750 Penalty: 2827.071289
	Iteration 33Q: 3 clusters Score -292575.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -292575.343750 Penalty: 2827.071289
	Iteration 34F: 3 clusters Score -292575.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -252985.578125 Penalty: 1380.528564
	Iteration 0F: 2 clusters Score -252985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -249076.453125 Penalty: 2761.057129
	Iteration 0F: 3 clusters Score -249076.5 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -250117.281250 Penalty: 2761.057129
	Iteration 1F: 3 clusters Score -250117.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -250258.609375 Penalty: 2761.057129
	Iteration 2F: 3 clusters Score -250258.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -250361.187500 Penalty: 2761.057129
	Iteration 3Q: 3 clusters Score -250361.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -250437.218750 Penalty: 2761.057129
	Iteration 4Q: 3 clusters Score -250437.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -250487.421875 Penalty: 2761.057129
	Iteration 5Q: 3 clusters Score -250487.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -250523.218750 Penalty: 2761.057129
	Iteration 6Q: 3 clusters Score -250523.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -250551.046875 Penalty: 2761.057129
	Iteration 7Q: 3 clusters Score -250551 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -250572.125000 Penalty: 2761.057129
	Iteration 8Q: 3 clusters Score -250572.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -250587.718750 Penalty: 2761.057129
	Iteration 9Q: 3 clusters Score -250587.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -250604.468750 Penalty: 2761.057129
	Iteration 10Q: 3 clusters Score -250604.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -250617.609375 Penalty: 2761.057129
	Iteration 11Q: 3 clusters Score -250617.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -250634.875000 Penalty: 2761.057129
	Iteration 12Q: 3 clusters Score -250634.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -250652.765625 Penalty: 2761.057129
	Iteration 13Q: 3 clusters Score -250652.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -250669.562500 Penalty: 2761.057129
	Iteration 14Q: 3 clusters Score -250669.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -250687.859375 Penalty: 2761.057129
	Iteration 15Q: 3 clusters Score -250687.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -250710.781250 Penalty: 2761.057129
	Iteration 16Q: 3 clusters Score -250710.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -250730.125000 Penalty: 2761.057129
	Iteration 17Q: 3 clusters Score -250730.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -250757.453125 Penalty: 2761.057129
	Iteration 18Q: 3 clusters Score -250757.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -250785.843750 Penalty: 2761.057129
	Iteration 19Q: 3 clusters Score -250785.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -250822.921875 Penalty: 2761.057129
	Iteration 20F: 3 clusters Score -250822.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -250872.562500 Penalty: 2761.057129
	Iteration 21Q: 3 clusters Score -250872.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -250940.578125 Penalty: 2761.057129
	Iteration 22Q: 3 clusters Score -250940.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -251040.703125 Penalty: 2761.057129
	Iteration 23Q: 3 clusters Score -251040.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -251157.140625 Penalty: 2761.057129
	Iteration 24Q: 3 clusters Score -251157.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -251251.984375 Penalty: 2761.057129
	Iteration 25Q: 3 clusters Score -251252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -251336.171875 Penalty: 2761.057129
	Iteration 26Q: 3 clusters Score -251336.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -251399.078125 Penalty: 2761.057129
	Iteration 27Q: 3 clusters Score -251399.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -251462.828125 Penalty: 2761.057129
	Iteration 28Q: 3 clusters Score -251462.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -251520.406250 Penalty: 2761.057129
	Iteration 29Q: 3 clusters Score -251520.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -251566.531250 Penalty: 2761.057129
	Iteration 30Q: 3 clusters Score -251566.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -251598.734375 Penalty: 2761.057129
	Iteration 31Q: 3 clusters Score -251598.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -251621.203125 Penalty: 2761.057129
	Iteration 32Q: 3 clusters Score -251621.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -251643.406250 Penalty: 2761.057129
	Iteration 33Q: 3 clusters Score -251643.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -251661.656250 Penalty: 2761.057129
	Iteration 34Q: 3 clusters Score -251661.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -251672.312500 Penalty: 2761.057129
	Iteration 35Q: 3 clusters Score -251672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -251681.609375 Penalty: 2761.057129
	Iteration 36Q: 3 clusters Score -251681.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -251690.046875 Penalty: 2761.057129
	Iteration 37Q: 3 clusters Score -251690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -251697.437500 Penalty: 2761.057129
	Iteration 38Q: 3 clusters Score -251697.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -251707.468750 Penalty: 2761.057129
	Iteration 39Q: 3 clusters Score -251707.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -251712.890625 Penalty: 2761.057129
	Iteration 40F: 3 clusters Score -251712.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -251718.375000 Penalty: 2761.057129
	Iteration 41Q: 3 clusters Score -251718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -251724.718750 Penalty: 2761.057129
	Iteration 42Q: 3 clusters Score -251724.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251730.406250 Penalty: 2761.057129
	Iteration 43Q: 3 clusters Score -251730.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -251736.015625 Penalty: 2761.057129
	Iteration 44Q: 3 clusters Score -251736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -251739.312500 Penalty: 2761.057129
	Iteration 45Q: 3 clusters Score -251739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -251741.828125 Penalty: 2761.057129
	Iteration 46Q: 3 clusters Score -251741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251745.015625 Penalty: 2761.057129
	Iteration 47Q: 3 clusters Score -251745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -251748.390625 Penalty: 2761.057129
	Iteration 48Q: 3 clusters Score -251748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -251751.156250 Penalty: 2761.057129
	Iteration 49Q: 3 clusters Score -251751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -251752.828125 Penalty: 2761.057129
	Iteration 50Q: 3 clusters Score -251752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -251755.000000 Penalty: 2761.057129
	Iteration 51Q: 3 clusters Score -251755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -251756.921875 Penalty: 2761.057129
	Iteration 52Q: 3 clusters Score -251756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -251757.937500 Penalty: 2761.057129
	Iteration 53Q: 3 clusters Score -251757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -251759.781250 Penalty: 2761.057129
	Iteration 54Q: 3 clusters Score -251759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -251761.578125 Penalty: 2761.057129
	Iteration 55Q: 3 clusters Score -251761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251762.062500 Penalty: 2761.057129
	Iteration 56Q: 3 clusters Score -251762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -251763.593750 Penalty: 2761.057129
	Iteration 57Q: 3 clusters Score -251763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251765.234375 Penalty: 2761.057129
	Iteration 58Q: 3 clusters Score -251765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -251765.109375 Penalty: 2761.057129
	Iteration 59Q: 3 clusters Score -251765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -251765.281250 Penalty: 2761.057129
	Iteration 60F: 3 clusters Score -251765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -251766.250000 Penalty: 2761.057129
	Iteration 61Q: 3 clusters Score -251766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -251767.093750 Penalty: 2761.057129
	Iteration 62Q: 3 clusters Score -251767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -251768.125000 Penalty: 2761.057129
	Iteration 63Q: 3 clusters Score -251768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -251768.578125 Penalty: 2761.057129
	Iteration 64Q: 3 clusters Score -251768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -251769.812500 Penalty: 2761.057129
	Iteration 65Q: 3 clusters Score -251769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -251770.000000 Penalty: 2761.057129
	Iteration 66Q: 3 clusters Score -251770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -251770.093750 Penalty: 2761.057129
	Iteration 67Q: 3 clusters Score -251770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -251770.093750 Penalty: 2761.057129
	Iteration 68F: 3 clusters Score -251770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -434907.250000 Penalty: 1479.197754
	Iteration 0F: 2 clusters Score -434907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -428400.437500 Penalty: 2958.395508
	Iteration 0F: 3 clusters Score -428400.4 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -430404.625000 Penalty: 2958.395508
	Iteration 1F: 3 clusters Score -430404.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -430619.750000 Penalty: 2958.395508
	Iteration 2F: 3 clusters Score -430619.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -430788.625000 Penalty: 2958.395508
	Iteration 3Q: 3 clusters Score -430788.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -430944.156250 Penalty: 2958.395508
	Iteration 4Q: 3 clusters Score -430944.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -431103.187500 Penalty: 2958.395508
	Iteration 5Q: 3 clusters Score -431103.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -431268.937500 Penalty: 2958.395508
	Iteration 6Q: 3 clusters Score -431268.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -431472.437500 Penalty: 2958.395508
	Iteration 7Q: 3 clusters Score -431472.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -431735.343750 Penalty: 2958.395508
	Iteration 8Q: 3 clusters Score -431735.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -432036.906250 Penalty: 2958.395508
	Iteration 9Q: 3 clusters Score -432036.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -432370.906250 Penalty: 2958.395508
	Iteration 10Q: 3 clusters Score -432370.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -432644.218750 Penalty: 2958.395508
	Iteration 11Q: 3 clusters Score -432644.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -432856.343750 Penalty: 2958.395508
	Iteration 12Q: 3 clusters Score -432856.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -433023.093750 Penalty: 2958.395508
	Iteration 13Q: 3 clusters Score -433023.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -433152.937500 Penalty: 2958.395508
	Iteration 14Q: 3 clusters Score -433152.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -433257.437500 Penalty: 2958.395508
	Iteration 15Q: 3 clusters Score -433257.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -433332.500000 Penalty: 2958.395508
	Iteration 16Q: 3 clusters Score -433332.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -433411.156250 Penalty: 2958.395508
	Iteration 17Q: 3 clusters Score -433411.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -433483.687500 Penalty: 2958.395508
	Iteration 18Q: 3 clusters Score -433483.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -433556.031250 Penalty: 2958.395508
	Iteration 19Q: 3 clusters Score -433556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -433614.156250 Penalty: 2958.395508
	Iteration 20F: 3 clusters Score -433614.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -433657.375000 Penalty: 2958.395508
	Iteration 21Q: 3 clusters Score -433657.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -433697.375000 Penalty: 2958.395508
	Iteration 22Q: 3 clusters Score -433697.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -433734.343750 Penalty: 2958.395508
	Iteration 23Q: 3 clusters Score -433734.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -433757.156250 Penalty: 2958.395508
	Iteration 24Q: 3 clusters Score -433757.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -433778.125000 Penalty: 2958.395508
	Iteration 25Q: 3 clusters Score -433778.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -433795.156250 Penalty: 2958.395508
	Iteration 26Q: 3 clusters Score -433795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -433807.937500 Penalty: 2958.395508
	Iteration 27Q: 3 clusters Score -433807.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -433822.125000 Penalty: 2958.395508
	Iteration 28Q: 3 clusters Score -433822.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -433839.500000 Penalty: 2958.395508
	Iteration 29Q: 3 clusters Score -433839.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -433845.781250 Penalty: 2958.395508
	Iteration 30Q: 3 clusters Score -433845.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -433851.125000 Penalty: 2958.395508
	Iteration 31Q: 3 clusters Score -433851.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -433857.187500 Penalty: 2958.395508
	Iteration 32Q: 3 clusters Score -433857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -433860.468750 Penalty: 2958.395508
	Iteration 33Q: 3 clusters Score -433860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -433862.656250 Penalty: 2958.395508
	Iteration 34Q: 3 clusters Score -433862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -433866.625000 Penalty: 2958.395508
	Iteration 35Q: 3 clusters Score -433866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -433867.750000 Penalty: 2958.395508
	Iteration 36Q: 3 clusters Score -433867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -433869.906250 Penalty: 2958.395508
	Iteration 37Q: 3 clusters Score -433869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -433869.218750 Penalty: 2958.395508
	Iteration 38Q: 3 clusters Score -433869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -433870.406250 Penalty: 2958.395508
	Iteration 39Q: 3 clusters Score -433870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -433871.375000 Penalty: 2958.395508
	Iteration 40F: 3 clusters Score -433871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -433871.656250 Penalty: 2958.395508
	Iteration 41Q: 3 clusters Score -433871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -433874.500000 Penalty: 2958.395508
	Iteration 42Q: 3 clusters Score -433874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -433877.031250 Penalty: 2958.395508
	Iteration 43Q: 3 clusters Score -433877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -433878.656250 Penalty: 2958.395508
	Iteration 44Q: 3 clusters Score -433878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -433878.000000 Penalty: 2958.395508
	Iteration 45Q: 3 clusters Score -433878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -433879.125000 Penalty: 2958.395508
	Iteration 46Q: 3 clusters Score -433879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -433880.000000 Penalty: 2958.395508
	Iteration 47Q: 3 clusters Score -433880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -433881.437500 Penalty: 2958.395508
	Iteration 48Q: 3 clusters Score -433881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -433882.593750 Penalty: 2958.395508
	Iteration 49Q: 3 clusters Score -433882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -433883.968750 Penalty: 2958.395508
	Iteration 50Q: 3 clusters Score -433884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -433883.968750 Penalty: 2958.395508
	Iteration 51F: 3 clusters Score -433884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -257838.890625 Penalty: 1385.048218
	Iteration 0F: 2 clusters Score -257838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -253822.531250 Penalty: 2770.096436
	Iteration 0F: 3 clusters Score -253822.5 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -254853.156250 Penalty: 2770.096436
	Iteration 1F: 3 clusters Score -254853.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -255017.859375 Penalty: 2770.096436
	Iteration 2F: 3 clusters Score -255017.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -255125.875000 Penalty: 2770.096436
	Iteration 3Q: 3 clusters Score -255125.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -255210.859375 Penalty: 2770.096436
	Iteration 4Q: 3 clusters Score -255210.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -255282.625000 Penalty: 2770.096436
	Iteration 5Q: 3 clusters Score -255282.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -255330.140625 Penalty: 2770.096436
	Iteration 6Q: 3 clusters Score -255330.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -255358.031250 Penalty: 2770.096436
	Iteration 7Q: 3 clusters Score -255358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -255382.687500 Penalty: 2770.096436
	Iteration 8Q: 3 clusters Score -255382.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -255407.843750 Penalty: 2770.096436
	Iteration 9Q: 3 clusters Score -255407.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -255423.750000 Penalty: 2770.096436
	Iteration 10Q: 3 clusters Score -255423.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -255437.796875 Penalty: 2770.096436
	Iteration 11Q: 3 clusters Score -255437.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -255450.796875 Penalty: 2770.096436
	Iteration 12Q: 3 clusters Score -255450.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -255465.312500 Penalty: 2770.096436
	Iteration 13Q: 3 clusters Score -255465.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -255479.078125 Penalty: 2770.096436
	Iteration 14Q: 3 clusters Score -255479.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -255498.734375 Penalty: 2770.096436
	Iteration 15Q: 3 clusters Score -255498.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -255520.796875 Penalty: 2770.096436
	Iteration 16Q: 3 clusters Score -255520.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -255545.000000 Penalty: 2770.096436
	Iteration 17Q: 3 clusters Score -255545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -255565.281250 Penalty: 2770.096436
	Iteration 18Q: 3 clusters Score -255565.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -255586.390625 Penalty: 2770.096436
	Iteration 19Q: 3 clusters Score -255586.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -255609.578125 Penalty: 2770.096436
	Iteration 20F: 3 clusters Score -255609.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -255638.437500 Penalty: 2770.096436
	Iteration 21Q: 3 clusters Score -255638.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -255680.375000 Penalty: 2770.096436
	Iteration 22Q: 3 clusters Score -255680.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -255717.531250 Penalty: 2770.096436
	Iteration 23Q: 3 clusters Score -255717.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -255760.125000 Penalty: 2770.096436
	Iteration 24Q: 3 clusters Score -255760.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -255820.359375 Penalty: 2770.096436
	Iteration 25Q: 3 clusters Score -255820.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -255900.250000 Penalty: 2770.096436
	Iteration 26Q: 3 clusters Score -255900.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -255978.453125 Penalty: 2770.096436
	Iteration 27Q: 3 clusters Score -255978.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -256066.437500 Penalty: 2770.096436
	Iteration 28Q: 3 clusters Score -256066.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -256150.296875 Penalty: 2770.096436
	Iteration 29Q: 3 clusters Score -256150.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -256232.156250 Penalty: 2770.096436
	Iteration 30Q: 3 clusters Score -256232.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -256295.718750 Penalty: 2770.096436
	Iteration 31Q: 3 clusters Score -256295.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -256358.515625 Penalty: 2770.096436
	Iteration 32Q: 3 clusters Score -256358.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -256433.750000 Penalty: 2770.096436
	Iteration 33Q: 3 clusters Score -256433.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -256473.953125 Penalty: 2770.096436
	Iteration 34Q: 3 clusters Score -256474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -256502.656250 Penalty: 2770.096436
	Iteration 35Q: 3 clusters Score -256502.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -256535.453125 Penalty: 2770.096436
	Iteration 36Q: 3 clusters Score -256535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -256558.421875 Penalty: 2770.096436
	Iteration 37Q: 3 clusters Score -256558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -256577.890625 Penalty: 2770.096436
	Iteration 38Q: 3 clusters Score -256577.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -256595.828125 Penalty: 2770.096436
	Iteration 39Q: 3 clusters Score -256595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -256616.062500 Penalty: 2770.096436
	Iteration 40F: 3 clusters Score -256616.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -256624.500000 Penalty: 2770.096436
	Iteration 41Q: 3 clusters Score -256624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -256632.265625 Penalty: 2770.096436
	Iteration 42Q: 3 clusters Score -256632.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -256642.921875 Penalty: 2770.096436
	Iteration 43Q: 3 clusters Score -256642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -256648.812500 Penalty: 2770.096436
	Iteration 44Q: 3 clusters Score -256648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -256659.093750 Penalty: 2770.096436
	Iteration 45Q: 3 clusters Score -256659.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -256671.093750 Penalty: 2770.096436
	Iteration 46Q: 3 clusters Score -256671.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -256678.500000 Penalty: 2770.096436
	Iteration 47Q: 3 clusters Score -256678.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -256683.937500 Penalty: 2770.096436
	Iteration 48Q: 3 clusters Score -256683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -256686.156250 Penalty: 2770.096436
	Iteration 49Q: 3 clusters Score -256686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -256686.156250 Penalty: 2770.096436
	Iteration 50F: 3 clusters Score -256686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -86707.718750 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -86707.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -84643.507812 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -84643.51 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -85046.937500 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -85046.94 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -85143.601562 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -85143.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -85206.554688 Penalty: 2469.153809
	Iteration 3Q: 3 clusters Score -85206.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -85260.171875 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -85260.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -85334.609375 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -85334.61 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85448.671875 Penalty: 2469.153809
	Iteration 6Q: 3 clusters Score -85448.67 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85579.843750 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -85579.84 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -85684.671875 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -85684.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -85763.859375 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -85763.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -85826.062500 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -85826.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85867.390625 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -85867.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85896.929688 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -85896.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85923.296875 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -85923.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85937.312500 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -85937.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85944.562500 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -85944.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85951.773438 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -85951.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85953.359375 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -85953.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85953.859375 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -85953.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85954.398438 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -85954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85954.710938 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -85954.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Entering Unmasked Estep 
Score: -417723.968750 Penalty: 1470.748291
	Iteration 0F: 2 clusters Score -417724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -411515.843750 Penalty: 2941.496582
	Iteration 0F: 3 clusters Score -411515.8 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -413503.500000 Penalty: 2941.496582
	Iteration 1F: 3 clusters Score -413503.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -413767.312500 Penalty: 2941.496582
	Iteration 2F: 3 clusters Score -413767.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -413993.187500 Penalty: 2941.496582
	Iteration 3F: 3 clusters Score -413993.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -414205.750000 Penalty: 2941.496582
	Iteration 4Q: 3 clusters Score -414205.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -414423.750000 Penalty: 2941.496582
	Iteration 5Q: 3 clusters Score -414423.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -414692.843750 Penalty: 2941.496582
	Iteration 6Q: 3 clusters Score -414692.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -415008.281250 Penalty: 2941.496582
	Iteration 7F: 3 clusters Score -415008.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -415332.500000 Penalty: 2941.496582
	Iteration 8F: 3 clusters Score -415332.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -415682.000000 Penalty: 2941.496582
	Iteration 9F: 3 clusters Score -415682 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -416008.750000 Penalty: 2941.496582
	Iteration 10Q: 3 clusters Score -416008.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -416257.437500 Penalty: 2941.496582
	Iteration 11Q: 3 clusters Score -416257.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -416394.218750 Penalty: 2941.496582
	Iteration 12Q: 3 clusters Score -416394.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -416471.687500 Penalty: 2941.496582
	Iteration 13Q: 3 clusters Score -416471.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -416513.968750 Penalty: 2941.496582
	Iteration 14Q: 3 clusters Score -416514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -416544.000000 Penalty: 2941.496582
	Iteration 15Q: 3 clusters Score -416544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -416563.156250 Penalty: 2941.496582
	Iteration 16Q: 3 clusters Score -416563.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -416575.593750 Penalty: 2941.496582
	Iteration 17Q: 3 clusters Score -416575.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -416585.593750 Penalty: 2941.496582
	Iteration 18Q: 3 clusters Score -416585.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -416592.156250 Penalty: 2941.496582
	Iteration 19Q: 3 clusters Score -416592.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -416595.968750 Penalty: 2941.496582
	Iteration 20F: 3 clusters Score -416596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -416600.375000 Penalty: 2941.496582
	Iteration 21Q: 3 clusters Score -416600.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -416605.343750 Penalty: 2941.496582
	Iteration 22Q: 3 clusters Score -416605.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -416612.406250 Penalty: 2941.496582
	Iteration 23Q: 3 clusters Score -416612.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -416617.500000 Penalty: 2941.496582
	Iteration 24Q: 3 clusters Score -416617.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -416621.750000 Penalty: 2941.496582
	Iteration 25Q: 3 clusters Score -416621.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -416626.312500 Penalty: 2941.496582
	Iteration 26Q: 3 clusters Score -416626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -416629.031250 Penalty: 2941.496582
	Iteration 27Q: 3 clusters Score -416629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -416631.250000 Penalty: 2941.496582
	Iteration 28Q: 3 clusters Score -416631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -416633.187500 Penalty: 2941.496582
	Iteration 29Q: 3 clusters Score -416633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -416635.375000 Penalty: 2941.496582
	Iteration 30Q: 3 clusters Score -416635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -416636.750000 Penalty: 2941.496582
	Iteration 31Q: 3 clusters Score -416636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -416637.750000 Penalty: 2941.496582
	Iteration 32Q: 3 clusters Score -416637.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -416639.187500 Penalty: 2941.496582
	Iteration 33Q: 3 clusters Score -416639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -416643.000000 Penalty: 2941.496582
	Iteration 34Q: 3 clusters Score -416643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -416645.968750 Penalty: 2941.496582
	Iteration 35Q: 3 clusters Score -416646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -416646.812500 Penalty: 2941.496582
	Iteration 36Q: 3 clusters Score -416646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -416646.750000 Penalty: 2941.496582
	Iteration 37Q: 3 clusters Score -416646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -416647.843750 Penalty: 2941.496582
	Iteration 38Q: 3 clusters Score -416647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -416648.812500 Penalty: 2941.496582
	Iteration 39Q: 3 clusters Score -416648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -416651.062500 Penalty: 2941.496582
	Iteration 40F: 3 clusters Score -416651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -416650.906250 Penalty: 2941.496582
	Iteration 41Q: 3 clusters Score -416650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -416651.781250 Penalty: 2941.496582
	Iteration 42Q: 3 clusters Score -416651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -416653.187500 Penalty: 2941.496582
	Iteration 43Q: 3 clusters Score -416653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -416651.781250 Penalty: 2941.496582
	Iteration 44Q: 3 clusters Score -416651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -416651.781250 Penalty: 2941.496582
	Iteration 45F: 3 clusters Score -416651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -51275.914062 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -51275.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -49772.160156 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -49772.16 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -50016.621094 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -50016.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -50085.582031 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -50085.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -50111.464844 Penalty: 2275.700684
	Iteration 3Q: 3 clusters Score -50111.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -50130.921875 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -50130.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -50145.000000 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -50145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -50157.050781 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -50157.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -50169.765625 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -50169.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -50180.160156 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -50180.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50190.824219 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -50190.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -50201.007812 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -50201.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50207.488281 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -50207.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -50209.281250 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -50209.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50210.425781 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -50210.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50210.425781 Penalty: 2275.700684
	Iteration 14F: 3 clusters Score -50210.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Entering Unmasked Estep 
Score: -2689158.250000 Penalty: 1774.946777
	Iteration 0F: 2 clusters Score -2689158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2652099.500000 Penalty: 3549.893555
	Iteration 0F: 3 clusters Score -2652100 nChanged 26125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -2667761.250000 Penalty: 3549.893555
	Iteration 1F: 3 clusters Score -2667761 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2669337.250000 Penalty: 3549.893555
	Iteration 2Q: 3 clusters Score -2669337 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -2671521.500000 Penalty: 3549.893555
	Iteration 3F: 3 clusters Score -2671522 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -2674241.750000 Penalty: 3549.893555
	Iteration 4F: 3 clusters Score -2674242 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -2677068.750000 Penalty: 3549.893555
	Iteration 5F: 3 clusters Score -2677069 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -2679259.000000 Penalty: 3549.893555
	Iteration 6F: 3 clusters Score -2679259 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -2680477.750000 Penalty: 3549.893555
	Iteration 7F: 3 clusters Score -2680478 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -2681059.750000 Penalty: 3549.893555
	Iteration 8Q: 3 clusters Score -2681060 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -2681427.000000 Penalty: 3549.893555
	Iteration 9Q: 3 clusters Score -2681427 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -2681761.750000 Penalty: 3549.893555
	Iteration 10Q: 3 clusters Score -2681762 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -2682135.500000 Penalty: 3549.893555
	Iteration 11Q: 3 clusters Score -2682136 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -2682539.000000 Penalty: 3549.893555
	Iteration 12Q: 3 clusters Score -2682539 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -2682991.750000 Penalty: 3549.893555
	Iteration 13Q: 3 clusters Score -2682992 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -2683390.500000 Penalty: 3549.893555
	Iteration 14Q: 3 clusters Score -2683390 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -2683825.250000 Penalty: 3549.893555
	Iteration 15Q: 3 clusters Score -2683825 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -2684293.750000 Penalty: 3549.893555
	Iteration 16Q: 3 clusters Score -2684294 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -2684723.500000 Penalty: 3549.893555
	Iteration 17Q: 3 clusters Score -2684724 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -2685146.500000 Penalty: 3549.893555
	Iteration 18Q: 3 clusters Score -2685146 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -2685539.250000 Penalty: 3549.893555
	Iteration 19Q: 3 clusters Score -2685539 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -2685908.250000 Penalty: 3549.893555
	Iteration 20F: 3 clusters Score -2685908 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -2686188.500000 Penalty: 3549.893555
	Iteration 21Q: 3 clusters Score -2686188 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -2686444.250000 Penalty: 3549.893555
	Iteration 22Q: 3 clusters Score -2686444 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -2686665.750000 Penalty: 3549.893555
	Iteration 23Q: 3 clusters Score -2686666 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -2686882.750000 Penalty: 3549.893555
	Iteration 24Q: 3 clusters Score -2686883 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -2687093.000000 Penalty: 3549.893555
	Iteration 25Q: 3 clusters Score -2687093 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -2687283.750000 Penalty: 3549.893555
	Iteration 26Q: 3 clusters Score -2687284 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -2687415.000000 Penalty: 3549.893555
	Iteration 27Q: 3 clusters Score -2687415 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -2687570.750000 Penalty: 3549.893555
	Iteration 28Q: 3 clusters Score -2687571 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -2687710.250000 Penalty: 3549.893555
	Iteration 29Q: 3 clusters Score -2687710 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -2687832.500000 Penalty: 3549.893555
	Iteration 30Q: 3 clusters Score -2687832 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -2687950.500000 Penalty: 3549.893555
	Iteration 31Q: 3 clusters Score -2687950 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -2688059.000000 Penalty: 3549.893555
	Iteration 32Q: 3 clusters Score -2688059 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -2688171.250000 Penalty: 3549.893555
	Iteration 33Q: 3 clusters Score -2688171 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -2688265.750000 Penalty: 3549.893555
	Iteration 34Q: 3 clusters Score -2688266 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -2688355.250000 Penalty: 3549.893555
	Iteration 35Q: 3 clusters Score -2688355 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -2688423.000000 Penalty: 3549.893555
	Iteration 36Q: 3 clusters Score -2688423 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -2688494.000000 Penalty: 3549.893555
	Iteration 37Q: 3 clusters Score -2688494 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -2688554.000000 Penalty: 3549.893555
	Iteration 38Q: 3 clusters Score -2688554 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -2688605.750000 Penalty: 3549.893555
	Iteration 39Q: 3 clusters Score -2688606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -2688647.750000 Penalty: 3549.893555
	Iteration 40F: 3 clusters Score -2688648 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -2688692.500000 Penalty: 3549.893555
	Iteration 41Q: 3 clusters Score -2688692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -2688721.750000 Penalty: 3549.893555
	Iteration 42Q: 3 clusters Score -2688722 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -2688742.750000 Penalty: 3549.893555
	Iteration 43Q: 3 clusters Score -2688743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -2688766.000000 Penalty: 3549.893555
	Iteration 44Q: 3 clusters Score -2688766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -2688778.000000 Penalty: 3549.893555
	Iteration 45Q: 3 clusters Score -2688778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -2688798.750000 Penalty: 3549.893555
	Iteration 46Q: 3 clusters Score -2688799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -2688806.000000 Penalty: 3549.893555
	Iteration 47Q: 3 clusters Score -2688806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -2688832.750000 Penalty: 3549.893555
	Iteration 48Q: 3 clusters Score -2688833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -2688840.250000 Penalty: 3549.893555
	Iteration 49Q: 3 clusters Score -2688840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -2688857.250000 Penalty: 3549.893555
	Iteration 50Q: 3 clusters Score -2688857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -2688874.250000 Penalty: 3549.893555
	Iteration 51Q: 3 clusters Score -2688874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -2688871.000000 Penalty: 3549.893555
	Iteration 52Q: 3 clusters Score -2688871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -2688888.500000 Penalty: 3549.893555
	Iteration 53Q: 3 clusters Score -2688888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -2688890.000000 Penalty: 3549.893555
	Iteration 54Q: 3 clusters Score -2688890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -2688904.000000 Penalty: 3549.893555
	Iteration 55Q: 3 clusters Score -2688904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -2688927.500000 Penalty: 3549.893555
	Iteration 56Q: 3 clusters Score -2688928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -2688935.250000 Penalty: 3549.893555
	Iteration 57Q: 3 clusters Score -2688935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -2688947.500000 Penalty: 3549.893555
	Iteration 58Q: 3 clusters Score -2688948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -2688961.750000 Penalty: 3549.893555
	Iteration 59Q: 3 clusters Score -2688962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -2688983.750000 Penalty: 3549.893555
	Iteration 60F: 3 clusters Score -2688984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -2688981.250000 Penalty: 3549.893555
	Iteration 61Q: 3 clusters Score -2688981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -2688978.750000 Penalty: 3549.893555
	Iteration 62Q: 3 clusters Score -2688979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -2688990.000000 Penalty: 3549.893555
	Iteration 63Q: 3 clusters Score -2688990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -2688986.750000 Penalty: 3549.893555
	Iteration 64Q: 3 clusters Score -2688987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -2689000.750000 Penalty: 3549.893555
	Iteration 65Q: 3 clusters Score -2689001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -2688999.750000 Penalty: 3549.893555
	Iteration 66Q: 3 clusters Score -2689000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -2689006.500000 Penalty: 3549.893555
	Iteration 67Q: 3 clusters Score -2689006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -2689006.250000 Penalty: 3549.893555
	Iteration 68Q: 3 clusters Score -2689006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -2689007.000000 Penalty: 3549.893555
	Iteration 69Q: 3 clusters Score -2689007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -2689007.500000 Penalty: 3549.893555
	Iteration 70Q: 3 clusters Score -2689008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -2689011.750000 Penalty: 3549.893555
	Iteration 71Q: 3 clusters Score -2689012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -2689011.000000 Penalty: 3549.893555
	Iteration 72Q: 3 clusters Score -2689011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -2689011.500000 Penalty: 3549.893555
	Iteration 73Q: 3 clusters Score -2689012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -2689015.000000 Penalty: 3549.893555
	Iteration 74Q: 3 clusters Score -2689015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -2689020.500000 Penalty: 3549.893555
	Iteration 75Q: 3 clusters Score -2689020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -2689012.750000 Penalty: 3549.893555
	Iteration 76Q: 3 clusters Score -2689013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -2689016.750000 Penalty: 3549.893555
	Iteration 77Q: 3 clusters Score -2689017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -2689012.750000 Penalty: 3549.893555
	Iteration 78Q: 3 clusters Score -2689013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -2689013.750000 Penalty: 3549.893555
	Iteration 79Q: 3 clusters Score -2689014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -2689015.750000 Penalty: 3549.893555
	Iteration 80F: 3 clusters Score -2689016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -2689013.500000 Penalty: 3549.893555
	Iteration 81Q: 3 clusters Score -2689014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -2689011.500000 Penalty: 3549.893555
	Iteration 82Q: 3 clusters Score -2689012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -2689011.500000 Penalty: 3549.893555
	Iteration 83Q: 3 clusters Score -2689012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -2689011.250000 Penalty: 3549.893555
	Iteration 84Q: 3 clusters Score -2689011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -2689011.500000 Penalty: 3549.893555
	Iteration 85Q: 3 clusters Score -2689012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -2689011.500000 Penalty: 3549.893555
	Iteration 86F: 3 clusters Score -2689012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (586692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586692 members 
Entering Unmasked Estep 
Score: -27744116.000000 Penalty: 2158.366455
	Iteration 0F: 2 clusters Score -2.774412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292961 members 
Mstep: Class 2 contains 293731 members 
Entering Unmasked Estep 
Score: -27346266.000000 Penalty: 4316.732910
	Iteration 0F: 3 clusters Score -2.734627e+07 nChanged 288038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269917 members 
Mstep: Class 2 contains 316775 members 
Entering Unmasked Estep 
Score: -27525166.000000 Penalty: 4316.732910
	Iteration 1F: 3 clusters Score -2.752517e+07 nChanged 20323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256356 members 
Mstep: Class 2 contains 330336 members 
Entering Unmasked Estep 
Score: -27532128.000000 Penalty: 4316.732910
	Iteration 2Q: 3 clusters Score -2.753213e+07 nChanged 26525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235721 members 
Mstep: Class 2 contains 350971 members 
Entering Unmasked Estep 
Score: -27544338.000000 Penalty: 4316.732910
	Iteration 3Q: 3 clusters Score -2.754434e+07 nChanged 34514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206627 members 
Mstep: Class 2 contains 380065 members 
Entering Unmasked Estep 
Score: -27566304.000000 Penalty: 4316.732910
	Iteration 4F: 3 clusters Score -2.75663e+07 nChanged 41363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170278 members 
Mstep: Class 2 contains 416414 members 
Entering Unmasked Estep 
Score: -27598946.000000 Penalty: 4316.732910
	Iteration 5F: 3 clusters Score -2.759895e+07 nChanged 43105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 455127 members 
Entering Unmasked Estep 
Score: -27636866.000000 Penalty: 4316.732910
	Iteration 6F: 3 clusters Score -2.763687e+07 nChanged 37221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 488660 members 
Entering Unmasked Estep 
Score: -27670514.000000 Penalty: 4316.732910
	Iteration 7F: 3 clusters Score -2.767051e+07 nChanged 27212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 513156 members 
Entering Unmasked Estep 
Score: -27693582.000000 Penalty: 4316.732910
	Iteration 8Q: 3 clusters Score -2.769358e+07 nChanged 18422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 530048 members 
Entering Unmasked Estep 
Score: -27707832.000000 Penalty: 4316.732910
	Iteration 9Q: 3 clusters Score -2.770783e+07 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 542482 members 
Entering Unmasked Estep 
Score: -27716952.000000 Penalty: 4316.732910
	Iteration 10Q: 3 clusters Score -2.771695e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 552381 members 
Entering Unmasked Estep 
Score: -27723220.000000 Penalty: 4316.732910
	Iteration 11Q: 3 clusters Score -2.772322e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 560451 members 
Entering Unmasked Estep 
Score: -27727874.000000 Penalty: 4316.732910
	Iteration 12Q: 3 clusters Score -2.772787e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 567029 members 
Entering Unmasked Estep 
Score: -27731838.000000 Penalty: 4316.732910
	Iteration 13Q: 3 clusters Score -2.773184e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 572216 members 
Entering Unmasked Estep 
Score: -27735128.000000 Penalty: 4316.732910
	Iteration 14Q: 3 clusters Score -2.773513e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 576159 members 
Entering Unmasked Estep 
Score: -27737400.000000 Penalty: 4316.732910
	Iteration 15Q: 3 clusters Score -2.77374e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 579017 members 
Entering Unmasked Estep 
Score: -27738990.000000 Penalty: 4316.732910
	Iteration 16Q: 3 clusters Score -2.773899e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 581028 members 
Entering Unmasked Estep 
Score: -27739970.000000 Penalty: 4316.732910
	Iteration 17Q: 3 clusters Score -2.773997e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 582373 members 
Entering Unmasked Estep 
Score: -27740808.000000 Penalty: 4316.732910
	Iteration 18Q: 3 clusters Score -2.774081e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 583290 members 
Entering Unmasked Estep 
Score: -27741400.000000 Penalty: 4316.732910
	Iteration 19Q: 3 clusters Score -2.77414e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 583936 members 
Entering Unmasked Estep 
Score: -27741702.000000 Penalty: 4316.732910
	Iteration 20F: 3 clusters Score -2.77417e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 584349 members 
Entering Unmasked Estep 
Score: -27741856.000000 Penalty: 4316.732910
	Iteration 21Q: 3 clusters Score -2.774186e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 584603 members 
Entering Unmasked Estep 
Score: -27742018.000000 Penalty: 4316.732910
	Iteration 22Q: 3 clusters Score -2.774202e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 584787 members 
Entering Unmasked Estep 
Score: -27742108.000000 Penalty: 4316.732910
	Iteration 23Q: 3 clusters Score -2.774211e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 584934 members 
Entering Unmasked Estep 
Score: -27742160.000000 Penalty: 4316.732910
	Iteration 24Q: 3 clusters Score -2.774216e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 585054 members 
Entering Unmasked Estep 
Score: -27742232.000000 Penalty: 4316.732910
	Iteration 25Q: 3 clusters Score -2.774223e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 585140 members 
Entering Unmasked Estep 
Score: -27742336.000000 Penalty: 4316.732910
	Iteration 26Q: 3 clusters Score -2.774234e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 585208 members 
Entering Unmasked Estep 
Score: -27742382.000000 Penalty: 4316.732910
	Iteration 27Q: 3 clusters Score -2.774238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 585275 members 
Entering Unmasked Estep 
Score: -27742442.000000 Penalty: 4316.732910
	Iteration 28Q: 3 clusters Score -2.774244e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 585324 members 
Entering Unmasked Estep 
Score: -27742438.000000 Penalty: 4316.732910
	Iteration 29Q: 3 clusters Score -2.774244e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 585371 members 
Entering Unmasked Estep 
Score: -27742474.000000 Penalty: 4316.732910
	Iteration 30Q: 3 clusters Score -2.774247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 585404 members 
Entering Unmasked Estep 
Score: -27742448.000000 Penalty: 4316.732910
	Iteration 31Q: 3 clusters Score -2.774245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 585420 members 
Entering Unmasked Estep 
Score: -27742464.000000 Penalty: 4316.732910
	Iteration 32Q: 3 clusters Score -2.774246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 585440 members 
Entering Unmasked Estep 
Score: -27742476.000000 Penalty: 4316.732910
	Iteration 33Q: 3 clusters Score -2.774248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 585456 members 
Entering Unmasked Estep 
Score: -27742480.000000 Penalty: 4316.732910
	Iteration 34Q: 3 clusters Score -2.774248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 585466 members 
Entering Unmasked Estep 
Score: -27742478.000000 Penalty: 4316.732910
	Iteration 35Q: 3 clusters Score -2.774248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 585476 members 
Entering Unmasked Estep 
Score: -27742486.000000 Penalty: 4316.732910
	Iteration 36Q: 3 clusters Score -2.774249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 585491 members 
Entering Unmasked Estep 
Score: -27742500.000000 Penalty: 4316.732910
	Iteration 37Q: 3 clusters Score -2.77425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 585502 members 
Entering Unmasked Estep 
Score: -27742466.000000 Penalty: 4316.732910
	Iteration 38Q: 3 clusters Score -2.774247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 585509 members 
Entering Unmasked Estep 
Score: -27742464.000000 Penalty: 4316.732910
	Iteration 39Q: 3 clusters Score -2.774246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 585512 members 
Entering Unmasked Estep 
Score: -27742474.000000 Penalty: 4316.732910
	Iteration 40F: 3 clusters Score -2.774247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 585517 members 
Entering Unmasked Estep 
Score: -27742478.000000 Penalty: 4316.732910
	Iteration 41Q: 3 clusters Score -2.774248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 585524 members 
Entering Unmasked Estep 
Score: -27742476.000000 Penalty: 4316.732910
	Iteration 42Q: 3 clusters Score -2.774248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 585529 members 
Entering Unmasked Estep 
Score: -27742490.000000 Penalty: 4316.732910
	Iteration 43Q: 3 clusters Score -2.774249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 585535 members 
Entering Unmasked Estep 
Score: -27742480.000000 Penalty: 4316.732910
	Iteration 44Q: 3 clusters Score -2.774248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 585538 members 
Entering Unmasked Estep 
Score: -27742478.000000 Penalty: 4316.732910
	Iteration 45Q: 3 clusters Score -2.774248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 585541 members 
Entering Unmasked Estep 
Score: -27742496.000000 Penalty: 4316.732910
	Iteration 46Q: 3 clusters Score -2.77425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 585547 members 
Entering Unmasked Estep 
Score: -27742462.000000 Penalty: 4316.732910
	Iteration 47Q: 3 clusters Score -2.774246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 585551 members 
Entering Unmasked Estep 
Score: -27742498.000000 Penalty: 4316.732910
	Iteration 48Q: 3 clusters Score -2.77425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 585558 members 
Entering Unmasked Estep 
Score: -27742480.000000 Penalty: 4316.732910
	Iteration 49Q: 3 clusters Score -2.774248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 585563 members 
Entering Unmasked Estep 
Score: -27742466.000000 Penalty: 4316.732910
	Iteration 50Q: 3 clusters Score -2.774247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 585573 members 
Entering Unmasked Estep 
Score: -27742486.000000 Penalty: 4316.732910
	Iteration 51Q: 3 clusters Score -2.774249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 585579 members 
Entering Unmasked Estep 
Score: -27742488.000000 Penalty: 4316.732910
	Iteration 52Q: 3 clusters Score -2.774249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 585588 members 
Entering Unmasked Estep 
Score: -27742470.000000 Penalty: 4316.732910
	Iteration 53Q: 3 clusters Score -2.774247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 585596 members 
Entering Unmasked Estep 
Score: -27742484.000000 Penalty: 4316.732910
	Iteration 54Q: 3 clusters Score -2.774248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 585606 members 
Entering Unmasked Estep 
Score: -27742480.000000 Penalty: 4316.732910
	Iteration 55Q: 3 clusters Score -2.774248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 585614 members 
Entering Unmasked Estep 
Score: -27742486.000000 Penalty: 4316.732910
	Iteration 56Q: 3 clusters Score -2.774249e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 585628 members 
Entering Unmasked Estep 
Score: -27742502.000000 Penalty: 4316.732910
	Iteration 57Q: 3 clusters Score -2.77425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 585638 members 
Entering Unmasked Estep 
Score: -27742522.000000 Penalty: 4316.732910
	Iteration 58Q: 3 clusters Score -2.774252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 585647 members 
Entering Unmasked Estep 
Score: -27742516.000000 Penalty: 4316.732910
	Iteration 59Q: 3 clusters Score -2.774252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 585645 members 
Entering Unmasked Estep 
Score: -27742512.000000 Penalty: 4316.732910
	Iteration 60F: 3 clusters Score -2.774251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 585647 members 
Entering Unmasked Estep 
Score: -27742504.000000 Penalty: 4316.732910
	Iteration 61Q: 3 clusters Score -2.77425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 585648 members 
Entering Unmasked Estep 
Score: -27742514.000000 Penalty: 4316.732910
	Iteration 62Q: 3 clusters Score -2.774251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 585649 members 
Entering Unmasked Estep 
Score: -27742500.000000 Penalty: 4316.732910
	Iteration 63Q: 3 clusters Score -2.77425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 585649 members 
Entering Unmasked Estep 
Score: -27742502.000000 Penalty: 4316.732910
	Iteration 64Q: 3 clusters Score -2.77425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 585650 members 
Entering Unmasked Estep 
Score: -27742520.000000 Penalty: 4316.732910
	Iteration 65Q: 3 clusters Score -2.774252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 585652 members 
Entering Unmasked Estep 
Score: -27742522.000000 Penalty: 4316.732910
	Iteration 66Q: 3 clusters Score -2.774252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 585657 members 
Entering Unmasked Estep 
Score: -27742528.000000 Penalty: 4316.732910
	Iteration 67Q: 3 clusters Score -2.774253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 585662 members 
Entering Unmasked Estep 
Score: -27742538.000000 Penalty: 4316.732910
	Iteration 68Q: 3 clusters Score -2.774254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 585661 members 
Entering Unmasked Estep 
Score: -27742518.000000 Penalty: 4316.732910
	Iteration 69Q: 3 clusters Score -2.774252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 585664 members 
Entering Unmasked Estep 
Score: -27742532.000000 Penalty: 4316.732910
	Iteration 70Q: 3 clusters Score -2.774253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 585665 members 
Entering Unmasked Estep 
Score: -27742516.000000 Penalty: 4316.732910
	Iteration 71Q: 3 clusters Score -2.774252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 585666 members 
Entering Unmasked Estep 
Score: -27742518.000000 Penalty: 4316.732910
	Iteration 72Q: 3 clusters Score -2.774252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 585665 members 
Entering Unmasked Estep 
Score: -27742524.000000 Penalty: 4316.732910
	Iteration 73Q: 3 clusters Score -2.774252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 585666 members 
Entering Unmasked Estep 
Score: -27742520.000000 Penalty: 4316.732910
	Iteration 74Q: 3 clusters Score -2.774252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 585666 members 
Entering Unmasked Estep 
Score: -27742524.000000 Penalty: 4316.732910
	Iteration 75Q: 3 clusters Score -2.774252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 585666 members 
Entering Unmasked Estep 
Score: -27742522.000000 Penalty: 4316.732910
	Iteration 76Q: 3 clusters Score -2.774252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 585666 members 
Entering Unmasked Estep 
Score: -27742536.000000 Penalty: 4316.732910
	Iteration 77Q: 3 clusters Score -2.774254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 585666 members 
Entering Unmasked Estep 
Score: -27742532.000000 Penalty: 4316.732910
	Iteration 78Q: 3 clusters Score -2.774253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 585667 members 
Entering Unmasked Estep 
Score: -27742528.000000 Penalty: 4316.732910
	Iteration 79Q: 3 clusters Score -2.774253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 585667 members 
Entering Unmasked Estep 
Score: -27742528.000000 Penalty: 4316.732910
	Iteration 80F: 3 clusters Score -2.774253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Entering Unmasked Estep 
Score: -551968.375000 Penalty: 1514.776733
	Iteration 0F: 2 clusters Score -551968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -544050.562500 Penalty: 3029.553467
	Iteration 0F: 3 clusters Score -544050.6 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -546784.000000 Penalty: 3029.553467
	Iteration 1F: 3 clusters Score -546784 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -547120.062500 Penalty: 3029.553467
	Iteration 2F: 3 clusters Score -547120.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -547458.562500 Penalty: 3029.553467
	Iteration 3F: 3 clusters Score -547458.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -547827.875000 Penalty: 3029.553467
	Iteration 4F: 3 clusters Score -547827.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -548194.500000 Penalty: 3029.553467
	Iteration 5F: 3 clusters Score -548194.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -548562.812500 Penalty: 3029.553467
	Iteration 6F: 3 clusters Score -548562.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -548931.750000 Penalty: 3029.553467
	Iteration 7F: 3 clusters Score -548931.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -549361.875000 Penalty: 3029.553467
	Iteration 8F: 3 clusters Score -549361.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -549765.812500 Penalty: 3029.553467
	Iteration 9F: 3 clusters Score -549765.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -550057.937500 Penalty: 3029.553467
	Iteration 10Q: 3 clusters Score -550057.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -550223.250000 Penalty: 3029.553467
	Iteration 11Q: 3 clusters Score -550223.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -550312.562500 Penalty: 3029.553467
	Iteration 12Q: 3 clusters Score -550312.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -550374.937500 Penalty: 3029.553467
	Iteration 13Q: 3 clusters Score -550374.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -550418.250000 Penalty: 3029.553467
	Iteration 14Q: 3 clusters Score -550418.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -550448.062500 Penalty: 3029.553467
	Iteration 15Q: 3 clusters Score -550448.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -550474.187500 Penalty: 3029.553467
	Iteration 16Q: 3 clusters Score -550474.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -550492.562500 Penalty: 3029.553467
	Iteration 17Q: 3 clusters Score -550492.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -550511.375000 Penalty: 3029.553467
	Iteration 18Q: 3 clusters Score -550511.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -550537.000000 Penalty: 3029.553467
	Iteration 19Q: 3 clusters Score -550537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -550556.875000 Penalty: 3029.553467
	Iteration 20F: 3 clusters Score -550556.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -550576.500000 Penalty: 3029.553467
	Iteration 21Q: 3 clusters Score -550576.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -550595.062500 Penalty: 3029.553467
	Iteration 22Q: 3 clusters Score -550595.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -550610.062500 Penalty: 3029.553467
	Iteration 23Q: 3 clusters Score -550610.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -550623.937500 Penalty: 3029.553467
	Iteration 24Q: 3 clusters Score -550623.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -550630.750000 Penalty: 3029.553467
	Iteration 25Q: 3 clusters Score -550630.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -550639.812500 Penalty: 3029.553467
	Iteration 26Q: 3 clusters Score -550639.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -550644.812500 Penalty: 3029.553467
	Iteration 27Q: 3 clusters Score -550644.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -550649.187500 Penalty: 3029.553467
	Iteration 28Q: 3 clusters Score -550649.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -550655.187500 Penalty: 3029.553467
	Iteration 29Q: 3 clusters Score -550655.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -550659.687500 Penalty: 3029.553467
	Iteration 30Q: 3 clusters Score -550659.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -550664.812500 Penalty: 3029.553467
	Iteration 31Q: 3 clusters Score -550664.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -550667.187500 Penalty: 3029.553467
	Iteration 32Q: 3 clusters Score -550667.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -550670.250000 Penalty: 3029.553467
	Iteration 33Q: 3 clusters Score -550670.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -550672.375000 Penalty: 3029.553467
	Iteration 34Q: 3 clusters Score -550672.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -550674.437500 Penalty: 3029.553467
	Iteration 35Q: 3 clusters Score -550674.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -550678.562500 Penalty: 3029.553467
	Iteration 36Q: 3 clusters Score -550678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -550680.937500 Penalty: 3029.553467
	Iteration 37Q: 3 clusters Score -550680.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -550686.562500 Penalty: 3029.553467
	Iteration 38Q: 3 clusters Score -550686.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -550689.750000 Penalty: 3029.553467
	Iteration 39Q: 3 clusters Score -550689.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -550694.437500 Penalty: 3029.553467
	Iteration 40F: 3 clusters Score -550694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -550696.687500 Penalty: 3029.553467
	Iteration 41Q: 3 clusters Score -550696.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -550699.937500 Penalty: 3029.553467
	Iteration 42Q: 3 clusters Score -550699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -550701.187500 Penalty: 3029.553467
	Iteration 43Q: 3 clusters Score -550701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -550703.125000 Penalty: 3029.553467
	Iteration 44Q: 3 clusters Score -550703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -550705.250000 Penalty: 3029.553467
	Iteration 45Q: 3 clusters Score -550705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -550708.000000 Penalty: 3029.553467
	Iteration 46Q: 3 clusters Score -550708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -550710.125000 Penalty: 3029.553467
	Iteration 47Q: 3 clusters Score -550710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -550712.187500 Penalty: 3029.553467
	Iteration 48Q: 3 clusters Score -550712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -550716.125000 Penalty: 3029.553467
	Iteration 49Q: 3 clusters Score -550716.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -550717.687500 Penalty: 3029.553467
	Iteration 50Q: 3 clusters Score -550717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -550719.375000 Penalty: 3029.553467
	Iteration 51Q: 3 clusters Score -550719.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -550722.687500 Penalty: 3029.553467
	Iteration 52Q: 3 clusters Score -550722.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -550726.062500 Penalty: 3029.553467
	Iteration 53Q: 3 clusters Score -550726.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -550729.437500 Penalty: 3029.553467
	Iteration 54Q: 3 clusters Score -550729.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -550732.125000 Penalty: 3029.553467
	Iteration 55Q: 3 clusters Score -550732.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -550734.000000 Penalty: 3029.553467
	Iteration 56Q: 3 clusters Score -550734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -550736.125000 Penalty: 3029.553467
	Iteration 57Q: 3 clusters Score -550736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -550737.250000 Penalty: 3029.553467
	Iteration 58Q: 3 clusters Score -550737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -550739.750000 Penalty: 3029.553467
	Iteration 59Q: 3 clusters Score -550739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -550744.000000 Penalty: 3029.553467
	Iteration 60F: 3 clusters Score -550744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -550746.437500 Penalty: 3029.553467
	Iteration 61Q: 3 clusters Score -550746.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -550750.562500 Penalty: 3029.553467
	Iteration 62Q: 3 clusters Score -550750.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -550752.812500 Penalty: 3029.553467
	Iteration 63Q: 3 clusters Score -550752.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -550757.187500 Penalty: 3029.553467
	Iteration 64Q: 3 clusters Score -550757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -550762.750000 Penalty: 3029.553467
	Iteration 65Q: 3 clusters Score -550762.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -550769.062500 Penalty: 3029.553467
	Iteration 66Q: 3 clusters Score -550769.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -550777.250000 Penalty: 3029.553467
	Iteration 67Q: 3 clusters Score -550777.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -550784.187500 Penalty: 3029.553467
	Iteration 68Q: 3 clusters Score -550784.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -550786.937500 Penalty: 3029.553467
	Iteration 69Q: 3 clusters Score -550786.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -550797.062500 Penalty: 3029.553467
	Iteration 70Q: 3 clusters Score -550797.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -550803.750000 Penalty: 3029.553467
	Iteration 71Q: 3 clusters Score -550803.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -550811.875000 Penalty: 3029.553467
	Iteration 72Q: 3 clusters Score -550811.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -550822.812500 Penalty: 3029.553467
	Iteration 73Q: 3 clusters Score -550822.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -550833.437500 Penalty: 3029.553467
	Iteration 74Q: 3 clusters Score -550833.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -550843.250000 Penalty: 3029.553467
	Iteration 75Q: 3 clusters Score -550843.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -550847.812500 Penalty: 3029.553467
	Iteration 76Q: 3 clusters Score -550847.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -550850.062500 Penalty: 3029.553467
	Iteration 77Q: 3 clusters Score -550850.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -550850.875000 Penalty: 3029.553467
	Iteration 78Q: 3 clusters Score -550850.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -550855.687500 Penalty: 3029.553467
	Iteration 79Q: 3 clusters Score -550855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -550860.062500 Penalty: 3029.553467
	Iteration 80F: 3 clusters Score -550860.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -550863.500000 Penalty: 3029.553467
	Iteration 81Q: 3 clusters Score -550863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -550864.687500 Penalty: 3029.553467
	Iteration 82Q: 3 clusters Score -550864.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -550868.750000 Penalty: 3029.553467
	Iteration 83Q: 3 clusters Score -550868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -550870.125000 Penalty: 3029.553467
	Iteration 84Q: 3 clusters Score -550870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -550875.812500 Penalty: 3029.553467
	Iteration 85Q: 3 clusters Score -550875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -550875.062500 Penalty: 3029.553467
	Iteration 86Q: 3 clusters Score -550875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -550876.125000 Penalty: 3029.553467
	Iteration 87Q: 3 clusters Score -550876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -550877.625000 Penalty: 3029.553467
	Iteration 88Q: 3 clusters Score -550877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -550879.250000 Penalty: 3029.553467
	Iteration 89Q: 3 clusters Score -550879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -550878.750000 Penalty: 3029.553467
	Iteration 90Q: 3 clusters Score -550878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -550879.625000 Penalty: 3029.553467
	Iteration 91Q: 3 clusters Score -550879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -550879.687500 Penalty: 3029.553467
	Iteration 92Q: 3 clusters Score -550879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -550879.687500 Penalty: 3029.553467
	Iteration 93F: 3 clusters Score -550879.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Entering Unmasked Estep 
Score: -435297.906250 Penalty: 1479.143433
	Iteration 0F: 2 clusters Score -435297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -428708.531250 Penalty: 2958.286865
	Iteration 0F: 3 clusters Score -428708.5 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -430774.750000 Penalty: 2958.286865
	Iteration 1F: 3 clusters Score -430774.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -431023.531250 Penalty: 2958.286865
	Iteration 2F: 3 clusters Score -431023.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -431222.000000 Penalty: 2958.286865
	Iteration 3F: 3 clusters Score -431222 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -431414.375000 Penalty: 2958.286865
	Iteration 4Q: 3 clusters Score -431414.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -431644.687500 Penalty: 2958.286865
	Iteration 5Q: 3 clusters Score -431644.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -431918.968750 Penalty: 2958.286865
	Iteration 6Q: 3 clusters Score -431919 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -432191.437500 Penalty: 2958.286865
	Iteration 7Q: 3 clusters Score -432191.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -432497.593750 Penalty: 2958.286865
	Iteration 8Q: 3 clusters Score -432497.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -432836.781250 Penalty: 2958.286865
	Iteration 9Q: 3 clusters Score -432836.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -433133.875000 Penalty: 2958.286865
	Iteration 10Q: 3 clusters Score -433133.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -433338.000000 Penalty: 2958.286865
	Iteration 11Q: 3 clusters Score -433338 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -433482.468750 Penalty: 2958.286865
	Iteration 12Q: 3 clusters Score -433482.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -433585.406250 Penalty: 2958.286865
	Iteration 13Q: 3 clusters Score -433585.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -433657.656250 Penalty: 2958.286865
	Iteration 14Q: 3 clusters Score -433657.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -433726.750000 Penalty: 2958.286865
	Iteration 15Q: 3 clusters Score -433726.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -433786.437500 Penalty: 2958.286865
	Iteration 16Q: 3 clusters Score -433786.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -433845.687500 Penalty: 2958.286865
	Iteration 17Q: 3 clusters Score -433845.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -433912.468750 Penalty: 2958.286865
	Iteration 18Q: 3 clusters Score -433912.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -434005.468750 Penalty: 2958.286865
	Iteration 19Q: 3 clusters Score -434005.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -434124.406250 Penalty: 2958.286865
	Iteration 20F: 3 clusters Score -434124.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -434194.187500 Penalty: 2958.286865
	Iteration 21Q: 3 clusters Score -434194.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -434239.875000 Penalty: 2958.286865
	Iteration 22Q: 3 clusters Score -434239.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -434272.968750 Penalty: 2958.286865
	Iteration 23Q: 3 clusters Score -434273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -434305.656250 Penalty: 2958.286865
	Iteration 24Q: 3 clusters Score -434305.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -434346.656250 Penalty: 2958.286865
	Iteration 25Q: 3 clusters Score -434346.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -434393.218750 Penalty: 2958.286865
	Iteration 26Q: 3 clusters Score -434393.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -434437.093750 Penalty: 2958.286865
	Iteration 27Q: 3 clusters Score -434437.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -434484.437500 Penalty: 2958.286865
	Iteration 28Q: 3 clusters Score -434484.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -434526.062500 Penalty: 2958.286865
	Iteration 29Q: 3 clusters Score -434526.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -434564.531250 Penalty: 2958.286865
	Iteration 30Q: 3 clusters Score -434564.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -434596.062500 Penalty: 2958.286865
	Iteration 31Q: 3 clusters Score -434596.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -434621.125000 Penalty: 2958.286865
	Iteration 32Q: 3 clusters Score -434621.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -434647.875000 Penalty: 2958.286865
	Iteration 33Q: 3 clusters Score -434647.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -434664.593750 Penalty: 2958.286865
	Iteration 34Q: 3 clusters Score -434664.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -434682.531250 Penalty: 2958.286865
	Iteration 35Q: 3 clusters Score -434682.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -434694.156250 Penalty: 2958.286865
	Iteration 36Q: 3 clusters Score -434694.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -434702.187500 Penalty: 2958.286865
	Iteration 37Q: 3 clusters Score -434702.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -434711.750000 Penalty: 2958.286865
	Iteration 38Q: 3 clusters Score -434711.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -434721.312500 Penalty: 2958.286865
	Iteration 39Q: 3 clusters Score -434721.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -434757.468750 Penalty: 2958.286865
	Iteration 40F: 3 clusters Score -434757.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -434787.250000 Penalty: 2958.286865
	Iteration 41Q: 3 clusters Score -434787.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -434800.500000 Penalty: 2958.286865
	Iteration 42Q: 3 clusters Score -434800.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -434805.125000 Penalty: 2958.286865
	Iteration 43Q: 3 clusters Score -434805.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -434809.406250 Penalty: 2958.286865
	Iteration 44Q: 3 clusters Score -434809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -434813.500000 Penalty: 2958.286865
	Iteration 45Q: 3 clusters Score -434813.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -434815.156250 Penalty: 2958.286865
	Iteration 46Q: 3 clusters Score -434815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -434816.656250 Penalty: 2958.286865
	Iteration 47Q: 3 clusters Score -434816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -434818.562500 Penalty: 2958.286865
	Iteration 48Q: 3 clusters Score -434818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -434817.812500 Penalty: 2958.286865
	Iteration 49Q: 3 clusters Score -434817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -434819.781250 Penalty: 2958.286865
	Iteration 50Q: 3 clusters Score -434819.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -434819.625000 Penalty: 2958.286865
	Iteration 51Q: 3 clusters Score -434819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -434820.093750 Penalty: 2958.286865
	Iteration 52Q: 3 clusters Score -434820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -434820.500000 Penalty: 2958.286865
	Iteration 53Q: 3 clusters Score -434820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -434820.500000 Penalty: 2958.286865
	Iteration 54F: 3 clusters Score -434820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Entering Unmasked Estep 
Score: -3069960.250000 Penalty: 1794.807251
	Iteration 0F: 2 clusters Score -3069960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3028094.250000 Penalty: 3589.614502
	Iteration 0F: 3 clusters Score -3028094 nChanged 29608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -3044888.500000 Penalty: 3589.614502
	Iteration 1F: 3 clusters Score -3044888 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -3045542.000000 Penalty: 3589.614502
	Iteration 2Q: 3 clusters Score -3045542 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -3046656.750000 Penalty: 3589.614502
	Iteration 3Q: 3 clusters Score -3046657 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -3048685.250000 Penalty: 3589.614502
	Iteration 4F: 3 clusters Score -3048685 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -3052028.000000 Penalty: 3589.614502
	Iteration 5F: 3 clusters Score -3052028 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -3056641.500000 Penalty: 3589.614502
	Iteration 6F: 3 clusters Score -3056642 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -3061469.500000 Penalty: 3589.614502
	Iteration 7F: 3 clusters Score -3061470 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -3064904.000000 Penalty: 3589.614502
	Iteration 8F: 3 clusters Score -3064904 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -3066717.250000 Penalty: 3589.614502
	Iteration 9Q: 3 clusters Score -3066717 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -3067544.000000 Penalty: 3589.614502
	Iteration 10Q: 3 clusters Score -3067544 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -3067937.250000 Penalty: 3589.614502
	Iteration 11Q: 3 clusters Score -3067937 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -3068138.250000 Penalty: 3589.614502
	Iteration 12Q: 3 clusters Score -3068138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -3068255.500000 Penalty: 3589.614502
	Iteration 13Q: 3 clusters Score -3068256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -3068341.000000 Penalty: 3589.614502
	Iteration 14Q: 3 clusters Score -3068341 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -3068404.250000 Penalty: 3589.614502
	Iteration 15Q: 3 clusters Score -3068404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -3068440.500000 Penalty: 3589.614502
	Iteration 16Q: 3 clusters Score -3068440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -3068453.750000 Penalty: 3589.614502
	Iteration 17Q: 3 clusters Score -3068454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -3068459.000000 Penalty: 3589.614502
	Iteration 18Q: 3 clusters Score -3068459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -3068465.500000 Penalty: 3589.614502
	Iteration 19Q: 3 clusters Score -3068466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -3068467.500000 Penalty: 3589.614502
	Iteration 20F: 3 clusters Score -3068468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -3068471.750000 Penalty: 3589.614502
	Iteration 21Q: 3 clusters Score -3068472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -3068478.250000 Penalty: 3589.614502
	Iteration 22Q: 3 clusters Score -3068478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -3068482.750000 Penalty: 3589.614502
	Iteration 23Q: 3 clusters Score -3068483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -3068484.000000 Penalty: 3589.614502
	Iteration 24Q: 3 clusters Score -3068484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -3068487.750000 Penalty: 3589.614502
	Iteration 25Q: 3 clusters Score -3068488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -3068485.750000 Penalty: 3589.614502
	Iteration 26Q: 3 clusters Score -3068486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -3068489.500000 Penalty: 3589.614502
	Iteration 27Q: 3 clusters Score -3068490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -3068488.750000 Penalty: 3589.614502
	Iteration 28Q: 3 clusters Score -3068489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -3068490.750000 Penalty: 3589.614502
	Iteration 29Q: 3 clusters Score -3068491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -3068490.750000 Penalty: 3589.614502
	Iteration 30F: 3 clusters Score -3068491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Entering Unmasked Estep 
Score: -724778.000000 Penalty: 1559.340698
	Iteration 0F: 2 clusters Score -724778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -714542.812500 Penalty: 3118.681396
	Iteration 0F: 3 clusters Score -714542.8 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -718211.000000 Penalty: 3118.681396
	Iteration 1F: 3 clusters Score -718211 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -718777.312500 Penalty: 3118.681396
	Iteration 2F: 3 clusters Score -718777.3 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -719381.062500 Penalty: 3118.681396
	Iteration 3F: 3 clusters Score -719381.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -720056.625000 Penalty: 3118.681396
	Iteration 4F: 3 clusters Score -720056.6 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -720788.000000 Penalty: 3118.681396
	Iteration 5F: 3 clusters Score -720788 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -721566.062500 Penalty: 3118.681396
	Iteration 6F: 3 clusters Score -721566.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -722380.750000 Penalty: 3118.681396
	Iteration 7F: 3 clusters Score -722380.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -722935.375000 Penalty: 3118.681396
	Iteration 8F: 3 clusters Score -722935.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -723184.312500 Penalty: 3118.681396
	Iteration 9Q: 3 clusters Score -723184.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -723266.125000 Penalty: 3118.681396
	Iteration 10Q: 3 clusters Score -723266.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -723308.062500 Penalty: 3118.681396
	Iteration 11Q: 3 clusters Score -723308.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -723336.875000 Penalty: 3118.681396
	Iteration 12Q: 3 clusters Score -723336.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -723356.687500 Penalty: 3118.681396
	Iteration 13Q: 3 clusters Score -723356.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -723381.500000 Penalty: 3118.681396
	Iteration 14Q: 3 clusters Score -723381.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -723399.875000 Penalty: 3118.681396
	Iteration 15Q: 3 clusters Score -723399.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -723405.750000 Penalty: 3118.681396
	Iteration 16Q: 3 clusters Score -723405.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -723413.062500 Penalty: 3118.681396
	Iteration 17Q: 3 clusters Score -723413.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -723418.500000 Penalty: 3118.681396
	Iteration 18Q: 3 clusters Score -723418.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -723424.312500 Penalty: 3118.681396
	Iteration 19Q: 3 clusters Score -723424.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -723433.437500 Penalty: 3118.681396
	Iteration 20F: 3 clusters Score -723433.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -723442.750000 Penalty: 3118.681396
	Iteration 21Q: 3 clusters Score -723442.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -723445.562500 Penalty: 3118.681396
	Iteration 22Q: 3 clusters Score -723445.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -723452.250000 Penalty: 3118.681396
	Iteration 23Q: 3 clusters Score -723452.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -723459.375000 Penalty: 3118.681396
	Iteration 24Q: 3 clusters Score -723459.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -723466.687500 Penalty: 3118.681396
	Iteration 25Q: 3 clusters Score -723466.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -723482.375000 Penalty: 3118.681396
	Iteration 26Q: 3 clusters Score -723482.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -723497.250000 Penalty: 3118.681396
	Iteration 27Q: 3 clusters Score -723497.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -723513.937500 Penalty: 3118.681396
	Iteration 28Q: 3 clusters Score -723513.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -723524.187500 Penalty: 3118.681396
	Iteration 29Q: 3 clusters Score -723524.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -723534.937500 Penalty: 3118.681396
	Iteration 30Q: 3 clusters Score -723534.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -723548.937500 Penalty: 3118.681396
	Iteration 31Q: 3 clusters Score -723548.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -723560.687500 Penalty: 3118.681396
	Iteration 32Q: 3 clusters Score -723560.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -723568.250000 Penalty: 3118.681396
	Iteration 33Q: 3 clusters Score -723568.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -723581.125000 Penalty: 3118.681396
	Iteration 34Q: 3 clusters Score -723581.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -723595.000000 Penalty: 3118.681396
	Iteration 35Q: 3 clusters Score -723595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -723608.000000 Penalty: 3118.681396
	Iteration 36Q: 3 clusters Score -723608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -723621.750000 Penalty: 3118.681396
	Iteration 37Q: 3 clusters Score -723621.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -723636.437500 Penalty: 3118.681396
	Iteration 38Q: 3 clusters Score -723636.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -723649.375000 Penalty: 3118.681396
	Iteration 39Q: 3 clusters Score -723649.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -723659.312500 Penalty: 3118.681396
	Iteration 40F: 3 clusters Score -723659.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -723671.687500 Penalty: 3118.681396
	Iteration 41Q: 3 clusters Score -723671.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -723684.437500 Penalty: 3118.681396
	Iteration 42Q: 3 clusters Score -723684.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -723696.750000 Penalty: 3118.681396
	Iteration 43Q: 3 clusters Score -723696.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -723706.875000 Penalty: 3118.681396
	Iteration 44Q: 3 clusters Score -723706.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -723720.187500 Penalty: 3118.681396
	Iteration 45Q: 3 clusters Score -723720.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -723732.312500 Penalty: 3118.681396
	Iteration 46Q: 3 clusters Score -723732.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -723740.937500 Penalty: 3118.681396
	Iteration 47Q: 3 clusters Score -723740.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -723752.375000 Penalty: 3118.681396
	Iteration 48Q: 3 clusters Score -723752.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -723768.875000 Penalty: 3118.681396
	Iteration 49Q: 3 clusters Score -723768.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -723778.750000 Penalty: 3118.681396
	Iteration 50Q: 3 clusters Score -723778.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -723792.625000 Penalty: 3118.681396
	Iteration 51Q: 3 clusters Score -723792.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -723801.937500 Penalty: 3118.681396
	Iteration 52Q: 3 clusters Score -723801.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -723814.000000 Penalty: 3118.681396
	Iteration 53Q: 3 clusters Score -723814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -723823.125000 Penalty: 3118.681396
	Iteration 54Q: 3 clusters Score -723823.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -723832.750000 Penalty: 3118.681396
	Iteration 55Q: 3 clusters Score -723832.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -723840.312500 Penalty: 3118.681396
	Iteration 56Q: 3 clusters Score -723840.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -723844.000000 Penalty: 3118.681396
	Iteration 57Q: 3 clusters Score -723844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -723848.750000 Penalty: 3118.681396
	Iteration 58Q: 3 clusters Score -723848.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -723855.875000 Penalty: 3118.681396
	Iteration 59Q: 3 clusters Score -723855.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -723860.187500 Penalty: 3118.681396
	Iteration 60F: 3 clusters Score -723860.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -723864.312500 Penalty: 3118.681396
	Iteration 61Q: 3 clusters Score -723864.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -723868.250000 Penalty: 3118.681396
	Iteration 62Q: 3 clusters Score -723868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -723868.375000 Penalty: 3118.681396
	Iteration 63Q: 3 clusters Score -723868.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -723872.562500 Penalty: 3118.681396
	Iteration 64Q: 3 clusters Score -723872.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -723875.750000 Penalty: 3118.681396
	Iteration 65Q: 3 clusters Score -723875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -723877.250000 Penalty: 3118.681396
	Iteration 66Q: 3 clusters Score -723877.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -723876.937500 Penalty: 3118.681396
	Iteration 67Q: 3 clusters Score -723876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -723878.125000 Penalty: 3118.681396
	Iteration 68Q: 3 clusters Score -723878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -723878.437500 Penalty: 3118.681396
	Iteration 69Q: 3 clusters Score -723878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -723881.250000 Penalty: 3118.681396
	Iteration 70Q: 3 clusters Score -723881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -723880.437500 Penalty: 3118.681396
	Iteration 71Q: 3 clusters Score -723880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -723881.875000 Penalty: 3118.681396
	Iteration 72Q: 3 clusters Score -723881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -723883.937500 Penalty: 3118.681396
	Iteration 73Q: 3 clusters Score -723883.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -723886.437500 Penalty: 3118.681396
	Iteration 74Q: 3 clusters Score -723886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -723887.687500 Penalty: 3118.681396
	Iteration 75Q: 3 clusters Score -723887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -723888.562500 Penalty: 3118.681396
	Iteration 76Q: 3 clusters Score -723888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -723889.937500 Penalty: 3118.681396
	Iteration 77Q: 3 clusters Score -723889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -723891.062500 Penalty: 3118.681396
	Iteration 78Q: 3 clusters Score -723891.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -723894.750000 Penalty: 3118.681396
	Iteration 79Q: 3 clusters Score -723894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -723897.562500 Penalty: 3118.681396
	Iteration 80F: 3 clusters Score -723897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -723899.562500 Penalty: 3118.681396
	Iteration 81Q: 3 clusters Score -723899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -723899.687500 Penalty: 3118.681396
	Iteration 82Q: 3 clusters Score -723899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -723901.312500 Penalty: 3118.681396
	Iteration 83Q: 3 clusters Score -723901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -723900.375000 Penalty: 3118.681396
	Iteration 84Q: 3 clusters Score -723900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -723902.625000 Penalty: 3118.681396
	Iteration 85Q: 3 clusters Score -723902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -723905.000000 Penalty: 3118.681396
	Iteration 86Q: 3 clusters Score -723905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -723904.187500 Penalty: 3118.681396
	Iteration 87Q: 3 clusters Score -723904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -723907.750000 Penalty: 3118.681396
	Iteration 88Q: 3 clusters Score -723907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -723909.937500 Penalty: 3118.681396
	Iteration 89Q: 3 clusters Score -723909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -723913.062500 Penalty: 3118.681396
	Iteration 90Q: 3 clusters Score -723913.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -723912.937500 Penalty: 3118.681396
	Iteration 91Q: 3 clusters Score -723912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -723913.687500 Penalty: 3118.681396
	Iteration 92Q: 3 clusters Score -723913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -723914.375000 Penalty: 3118.681396
	Iteration 93Q: 3 clusters Score -723914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -723915.375000 Penalty: 3118.681396
	Iteration 94Q: 3 clusters Score -723915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -723915.187500 Penalty: 3118.681396
	Iteration 95Q: 3 clusters Score -723915.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -723919.500000 Penalty: 3118.681396
	Iteration 96Q: 3 clusters Score -723919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -723923.000000 Penalty: 3118.681396
	Iteration 97Q: 3 clusters Score -723923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -723922.687500 Penalty: 3118.681396
	Iteration 98Q: 3 clusters Score -723922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -723924.062500 Penalty: 3118.681396
	Iteration 99Q: 3 clusters Score -723924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -723924.125000 Penalty: 3118.681396
	Iteration 100F: 3 clusters Score -723924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -723925.312500 Penalty: 3118.681396
	Iteration 101Q: 3 clusters Score -723925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -723927.312500 Penalty: 3118.681396
	Iteration 102Q: 3 clusters Score -723927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -723927.250000 Penalty: 3118.681396
	Iteration 103Q: 3 clusters Score -723927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -723925.812500 Penalty: 3118.681396
	Iteration 104Q: 3 clusters Score -723925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -723925.812500 Penalty: 3118.681396
	Iteration 105F: 3 clusters Score -723925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Entering Unmasked Estep 
Score: -470242.093750 Penalty: 1480.459595
	Iteration 0F: 2 clusters Score -470242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -463680.000000 Penalty: 2960.919189
	Iteration 0F: 3 clusters Score -463680 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -465691.625000 Penalty: 2960.919189
	Iteration 1F: 3 clusters Score -465691.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -465923.968750 Penalty: 2960.919189
	Iteration 2F: 3 clusters Score -465924 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -466177.031250 Penalty: 2960.919189
	Iteration 3F: 3 clusters Score -466177 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -466417.531250 Penalty: 2960.919189
	Iteration 4F: 3 clusters Score -466417.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -466664.531250 Penalty: 2960.919189
	Iteration 5Q: 3 clusters Score -466664.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -466975.000000 Penalty: 2960.919189
	Iteration 6F: 3 clusters Score -466975 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -467402.843750 Penalty: 2960.919189
	Iteration 7F: 3 clusters Score -467402.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -467899.718750 Penalty: 2960.919189
	Iteration 8F: 3 clusters Score -467899.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -468343.312500 Penalty: 2960.919189
	Iteration 9F: 3 clusters Score -468343.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -468600.937500 Penalty: 2960.919189
	Iteration 10Q: 3 clusters Score -468600.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -468726.156250 Penalty: 2960.919189
	Iteration 11Q: 3 clusters Score -468726.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -468783.406250 Penalty: 2960.919189
	Iteration 12Q: 3 clusters Score -468783.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -468815.093750 Penalty: 2960.919189
	Iteration 13Q: 3 clusters Score -468815.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -468840.031250 Penalty: 2960.919189
	Iteration 14Q: 3 clusters Score -468840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -468864.156250 Penalty: 2960.919189
	Iteration 15Q: 3 clusters Score -468864.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -468881.843750 Penalty: 2960.919189
	Iteration 16Q: 3 clusters Score -468881.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -468898.687500 Penalty: 2960.919189
	Iteration 17Q: 3 clusters Score -468898.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -468910.718750 Penalty: 2960.919189
	Iteration 18Q: 3 clusters Score -468910.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -468919.781250 Penalty: 2960.919189
	Iteration 19Q: 3 clusters Score -468919.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -468927.406250 Penalty: 2960.919189
	Iteration 20F: 3 clusters Score -468927.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -468933.843750 Penalty: 2960.919189
	Iteration 21Q: 3 clusters Score -468933.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -468937.062500 Penalty: 2960.919189
	Iteration 22Q: 3 clusters Score -468937.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -468942.156250 Penalty: 2960.919189
	Iteration 23Q: 3 clusters Score -468942.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -468947.218750 Penalty: 2960.919189
	Iteration 24Q: 3 clusters Score -468947.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -468950.781250 Penalty: 2960.919189
	Iteration 25Q: 3 clusters Score -468950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -468951.468750 Penalty: 2960.919189
	Iteration 26Q: 3 clusters Score -468951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -468953.781250 Penalty: 2960.919189
	Iteration 27Q: 3 clusters Score -468953.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -468956.718750 Penalty: 2960.919189
	Iteration 28Q: 3 clusters Score -468956.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -468959.500000 Penalty: 2960.919189
	Iteration 29Q: 3 clusters Score -468959.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -468960.687500 Penalty: 2960.919189
	Iteration 30Q: 3 clusters Score -468960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -468962.625000 Penalty: 2960.919189
	Iteration 31Q: 3 clusters Score -468962.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -468966.875000 Penalty: 2960.919189
	Iteration 32Q: 3 clusters Score -468966.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -468969.437500 Penalty: 2960.919189
	Iteration 33Q: 3 clusters Score -468969.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -468978.125000 Penalty: 2960.919189
	Iteration 34Q: 3 clusters Score -468978.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -468984.500000 Penalty: 2960.919189
	Iteration 35Q: 3 clusters Score -468984.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -468991.031250 Penalty: 2960.919189
	Iteration 36Q: 3 clusters Score -468991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -468994.437500 Penalty: 2960.919189
	Iteration 37Q: 3 clusters Score -468994.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -468998.187500 Penalty: 2960.919189
	Iteration 38Q: 3 clusters Score -468998.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -469004.187500 Penalty: 2960.919189
	Iteration 39Q: 3 clusters Score -469004.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -469010.031250 Penalty: 2960.919189
	Iteration 40F: 3 clusters Score -469010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -469014.062500 Penalty: 2960.919189
	Iteration 41Q: 3 clusters Score -469014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -469017.937500 Penalty: 2960.919189
	Iteration 42Q: 3 clusters Score -469017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -469019.031250 Penalty: 2960.919189
	Iteration 43Q: 3 clusters Score -469019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -469019.718750 Penalty: 2960.919189
	Iteration 44Q: 3 clusters Score -469019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -469021.281250 Penalty: 2960.919189
	Iteration 45Q: 3 clusters Score -469021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -469023.187500 Penalty: 2960.919189
	Iteration 46Q: 3 clusters Score -469023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -469022.562500 Penalty: 2960.919189
	Iteration 47Q: 3 clusters Score -469022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -469023.156250 Penalty: 2960.919189
	Iteration 48Q: 3 clusters Score -469023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -469023.093750 Penalty: 2960.919189
	Iteration 49Q: 3 clusters Score -469023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -469024.187500 Penalty: 2960.919189
	Iteration 50Q: 3 clusters Score -469024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -469024.718750 Penalty: 2960.919189
	Iteration 51Q: 3 clusters Score -469024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -469024.031250 Penalty: 2960.919189
	Iteration 52Q: 3 clusters Score -469024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -469026.000000 Penalty: 2960.919189
	Iteration 53Q: 3 clusters Score -469026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -469026.375000 Penalty: 2960.919189
	Iteration 54Q: 3 clusters Score -469026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -469026.218750 Penalty: 2960.919189
	Iteration 55Q: 3 clusters Score -469026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -469026.906250 Penalty: 2960.919189
	Iteration 56Q: 3 clusters Score -469026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -469028.125000 Penalty: 2960.919189
	Iteration 57Q: 3 clusters Score -469028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -469028.718750 Penalty: 2960.919189
	Iteration 58Q: 3 clusters Score -469028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -469028.875000 Penalty: 2960.919189
	Iteration 59Q: 3 clusters Score -469028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -469028.875000 Penalty: 2960.919189
	Iteration 60F: 3 clusters Score -469028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -85369.898438 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -85369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -83399.921875 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -83399.92 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -83796.109375 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -83796.11 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -83892.921875 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -83892.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -83943.859375 Penalty: 2429.116699
	Iteration 3Q: 3 clusters Score -83943.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -83967.125000 Penalty: 2429.116699
	Iteration 4Q: 3 clusters Score -83967.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -83982.218750 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -83982.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -83994.070312 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -83994.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -84000.890625 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -84000.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -84005.406250 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -84005.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -84009.992188 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -84009.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -84012.710938 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -84012.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -84013.976562 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -84013.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -84015.648438 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -84015.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -84017.312500 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -84017.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -84018.609375 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -84018.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -84019.343750 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -84019.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -84019.625000 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -84019.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -84019.984375 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -84019.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -84019.984375 Penalty: 2429.116699
	Iteration 18F: 3 clusters Score -84019.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -182859.093750 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -182859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -179661.609375 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -179661.6 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -180482.437500 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -180482.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -180652.406250 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -180652.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -180762.250000 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -180762.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -180855.515625 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -180855.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -180948.671875 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -180948.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -181036.062500 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -181036.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -181106.593750 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -181106.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -181177.515625 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -181177.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -181245.609375 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -181245.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -181320.250000 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -181320.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -181404.843750 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -181404.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -181477.421875 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -181477.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -181540.937500 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -181540.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181596.937500 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -181596.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -181645.046875 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -181645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -181675.656250 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -181675.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -181712.671875 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -181712.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181743.046875 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -181743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -181760.250000 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -181760.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181774.250000 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -181774.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -181784.109375 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -181784.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -181793.921875 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -181793.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -181801.375000 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -181801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -181809.078125 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -181809.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -181814.281250 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -181814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -181820.000000 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -181820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181826.593750 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -181826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -181830.484375 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -181830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -181831.593750 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -181831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -181834.500000 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -181834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181835.234375 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -181835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -181836.828125 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -181836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -181838.312500 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -181838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -181839.906250 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -181839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -181841.687500 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -181841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -181842.187500 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -181842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -181842.781250 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -181842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181843.062500 Penalty: 2677.180664
	Iteration 38Q: 3 clusters Score -181843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -181843.453125 Penalty: 2677.180664
	Iteration 39Q: 3 clusters Score -181843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -181844.062500 Penalty: 2677.180664
	Iteration 40F: 3 clusters Score -181844.1 nChanged 0
--- Evaluating fit on full set of 2421217 points ---
Entering Unmasked Estep 
Score: -111790232.000000 Penalty: 40608.144531
23->18 Clusters: Score -111790232.000000, best is -112587616.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 807072 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 35281 members 
Mstep: Class 3 contains 35201 members 
Mstep: Class 4 contains 35082 members 
Mstep: Class 5 contains 34887 members 
Mstep: Class 6 contains 34827 members 
Mstep: Class 7 contains 35149 members 
Mstep: Class 8 contains 34890 members 
Mstep: Class 9 contains 34973 members 
Mstep: Class 10 contains 35533 members 
Mstep: Class 11 contains 34935 members 
Mstep: Class 12 contains 34834 members 
Mstep: Class 13 contains 35162 members 
Mstep: Class 14 contains 35057 members 
Mstep: Class 15 contains 34989 members 
Mstep: Class 16 contains 35084 members 
Mstep: Class 17 contains 34879 members 
Mstep: Class 18 contains 35205 members 
Mstep: Class 19 contains 35110 members 
Mstep: Class 20 contains 35453 members 
Mstep: Class 21 contains 35295 members 
Mstep: Class 22 contains 35064 members 
Mstep: Class 23 contains 35200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1086.752319 but Gain 2210.187500
Score: -34897800.000000 Penalty: 48624.175781
Iteration 0F: 23 clusters Score -3.48978e+07 nChanged 765762
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 31558 members 
Mstep: Class 3 contains 43062 members 
Mstep: Class 4 contains 27313 members 
Mstep: Class 5 contains 39078 members 
Mstep: Class 6 contains 36480 members 
Mstep: Class 7 contains 32965 members 
Mstep: Class 9 contains 37470 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 35444 members 
Mstep: Class 12 contains 30162 members 
Mstep: Class 13 contains 33533 members 
Mstep: Class 14 contains 35932 members 
Mstep: Class 15 contains 34428 members 
Mstep: Class 16 contains 36330 members 
Mstep: Class 17 contains 34981 members 
Mstep: Class 18 contains 43837 members 
Mstep: Class 19 contains 29292 members 
Mstep: Class 20 contains 38936 members 
Mstep: Class 21 contains 36657 members 
Mstep: Class 22 contains 36193 members 
Mstep: Class 23 contains 42602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36486228.000000 Penalty: 48624.175781
Iteration 1F: 23 clusters Score -3.648623e+07 nChanged 170603
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 29022 members 
Mstep: Class 3 contains 44612 members 
Mstep: Class 4 contains 24932 members 
Mstep: Class 5 contains 40419 members 
Mstep: Class 6 contains 37921 members 
Mstep: Class 7 contains 33303 members 
Mstep: Class 9 contains 40779 members 
Mstep: Class 10 contains 74276 members 
Mstep: Class 11 contains 36438 members 
Mstep: Class 12 contains 29436 members 
Mstep: Class 13 contains 31019 members 
Mstep: Class 14 contains 35350 members 
Mstep: Class 15 contains 30707 members 
Mstep: Class 16 contains 33743 members 
Mstep: Class 17 contains 34869 members 
Mstep: Class 18 contains 48393 members 
Mstep: Class 19 contains 27437 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 32999 members 
Mstep: Class 22 contains 37204 members 
Mstep: Class 23 contains 42260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36632892.000000 Penalty: 48624.175781
Iteration 2F: 23 clusters Score -3.663289e+07 nChanged 149377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 27018 members 
Mstep: Class 3 contains 45195 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 39904 members 
Mstep: Class 6 contains 38857 members 
Mstep: Class 7 contains 33241 members 
Mstep: Class 9 contains 46447 members 
Mstep: Class 10 contains 85944 members 
Mstep: Class 11 contains 38193 members 
Mstep: Class 12 contains 28870 members 
Mstep: Class 13 contains 29638 members 
Mstep: Class 14 contains 32337 members 
Mstep: Class 15 contains 26348 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 35082 members 
Mstep: Class 18 contains 51680 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 41027 members 
Mstep: Class 21 contains 29728 members 
Mstep: Class 22 contains 37272 members 
Mstep: Class 23 contains 42085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36747232.000000 Penalty: 48624.175781
Iteration 3F: 23 clusters Score -3.674723e+07 nChanged 130975
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 25240 members 
Mstep: Class 3 contains 44558 members 
Mstep: Class 4 contains 24645 members 
Mstep: Class 5 contains 37627 members 
Mstep: Class 6 contains 39123 members 
Mstep: Class 7 contains 32520 members 
Mstep: Class 9 contains 53950 members 
Mstep: Class 10 contains 98362 members 
Mstep: Class 11 contains 40771 members 
Mstep: Class 12 contains 27543 members 
Mstep: Class 13 contains 29854 members 
Mstep: Class 14 contains 27685 members 
Mstep: Class 15 contains 21392 members 
Mstep: Class 16 contains 29637 members 
Mstep: Class 17 contains 35427 members 
Mstep: Class 18 contains 53610 members 
Mstep: Class 19 contains 20953 members 
Mstep: Class 20 contains 43855 members 
Mstep: Class 21 contains 27912 members 
Mstep: Class 22 contains 36141 members 
Mstep: Class 23 contains 42561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36836068.000000 Penalty: 48624.175781
Iteration 4F: 23 clusters Score -3.683607e+07 nChanged 116396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 42628 members 
Mstep: Class 4 contains 24920 members 
Mstep: Class 5 contains 34471 members 
Mstep: Class 6 contains 39088 members 
Mstep: Class 7 contains 30943 members 
Mstep: Class 9 contains 62810 members 
Mstep: Class 10 contains 112767 members 
Mstep: Class 11 contains 44144 members 
Mstep: Class 12 contains 25427 members 
Mstep: Class 13 contains 30735 members 
Mstep: Class 14 contains 22452 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 27461 members 
Mstep: Class 17 contains 35674 members 
Mstep: Class 18 contains 54870 members 
Mstep: Class 19 contains 16982 members 
Mstep: Class 20 contains 47041 members 
Mstep: Class 21 contains 27271 members 
Mstep: Class 22 contains 34290 members 
Mstep: Class 23 contains 43033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36912476.000000 Penalty: 48624.175781
Iteration 5F: 23 clusters Score -3.691248e+07 nChanged 107713
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 21588 members 
Mstep: Class 3 contains 39370 members 
Mstep: Class 4 contains 24663 members 
Mstep: Class 5 contains 30958 members 
Mstep: Class 6 contains 38754 members 
Mstep: Class 7 contains 28319 members 
Mstep: Class 9 contains 72330 members 
Mstep: Class 10 contains 130260 members 
Mstep: Class 11 contains 48548 members 
Mstep: Class 12 contains 22637 members 
Mstep: Class 13 contains 31305 members 
Mstep: Class 14 contains 17215 members 
Mstep: Class 15 contains 12153 members 
Mstep: Class 16 contains 24813 members 
Mstep: Class 17 contains 35785 members 
Mstep: Class 18 contains 55799 members 
Mstep: Class 19 contains 12880 members 
Mstep: Class 20 contains 50274 members 
Mstep: Class 21 contains 27330 members 
Mstep: Class 22 contains 31886 members 
Mstep: Class 23 contains 42984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36986040.000000 Penalty: 48624.175781
Iteration 6F: 23 clusters Score -3.698604e+07 nChanged 101919
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19856 members 
Mstep: Class 3 contains 35049 members 
Mstep: Class 4 contains 23721 members 
Mstep: Class 5 contains 27127 members 
Mstep: Class 6 contains 37951 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 9 contains 81749 members 
Mstep: Class 10 contains 150897 members 
Mstep: Class 11 contains 53752 members 
Mstep: Class 12 contains 19386 members 
Mstep: Class 13 contains 31109 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 21779 members 
Mstep: Class 17 contains 36077 members 
Mstep: Class 18 contains 56533 members 
Mstep: Class 19 contains 9027 members 
Mstep: Class 20 contains 53151 members 
Mstep: Class 21 contains 27935 members 
Mstep: Class 22 contains 28902 members 
Mstep: Class 23 contains 42067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37056468.000000 Penalty: 48624.175781
Iteration 7F: 23 clusters Score -3.705647e+07 nChanged 96135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 18164 members 
Mstep: Class 3 contains 30296 members 
Mstep: Class 4 contains 22326 members 
Mstep: Class 5 contains 23389 members 
Mstep: Class 6 contains 36687 members 
Mstep: Class 7 contains 19863 members 
Mstep: Class 9 contains 90592 members 
Mstep: Class 10 contains 173470 members 
Mstep: Class 11 contains 59060 members 
Mstep: Class 12 contains 15964 members 
Mstep: Class 13 contains 30114 members 
Mstep: Class 14 contains 8763 members 
Mstep: Class 15 contains 6270 members 
Mstep: Class 16 contains 18455 members 
Mstep: Class 17 contains 36622 members 
Mstep: Class 18 contains 57107 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 55463 members 
Mstep: Class 21 contains 29020 members 
Mstep: Class 22 contains 25509 members 
Mstep: Class 23 contains 40308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37122612.000000 Penalty: 48624.175781
Iteration 8F: 23 clusters Score -3.712261e+07 nChanged 88627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16721 members 
Mstep: Class 3 contains 25368 members 
Mstep: Class 4 contains 20766 members 
Mstep: Class 5 contains 19932 members 
Mstep: Class 6 contains 35131 members 
Mstep: Class 7 contains 15034 members 
Mstep: Class 9 contains 98507 members 
Mstep: Class 10 contains 196321 members 
Mstep: Class 11 contains 63761 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 16 contains 15106 members 
Mstep: Class 17 contains 37428 members 
Mstep: Class 18 contains 57531 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 57205 members 
Mstep: Class 21 contains 30387 members 
Mstep: Class 22 contains 21966 members 
Mstep: Class 23 contains 37989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37180920.000000 Penalty: 48624.175781
Iteration 9F: 23 clusters Score -3.718092e+07 nChanged 78678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15504 members 
Mstep: Class 3 contains 21011 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 16866 members 
Mstep: Class 6 contains 33116 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 9 contains 105472 members 
Mstep: Class 10 contains 217795 members 
Mstep: Class 11 contains 67222 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 25984 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 15 contains 3488 members 
Mstep: Class 16 contains 11989 members 
Mstep: Class 17 contains 38571 members 
Mstep: Class 18 contains 57760 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 58542 members 
Mstep: Class 21 contains 31508 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 35523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1641.185791 but Gain 2210.191406
Score: -37230304.000000 Penalty: 46413.984375
Iteration 10F: 22 clusters Score -3.72303e+07 nChanged 69510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 17429 members 
Mstep: Class 4 contains 18116 members 
Mstep: Class 5 contains 14370 members 
Mstep: Class 6 contains 30646 members 
Mstep: Class 7 contains 7481 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 237696 members 
Mstep: Class 11 contains 69251 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 23330 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 39974 members 
Mstep: Class 18 contains 57778 members 
Mstep: Class 20 contains 59564 members 
Mstep: Class 21 contains 32392 members 
Mstep: Class 22 contains 16204 members 
Mstep: Class 23 contains 33421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1686.696167 but Gain 2210.187500
Score: -37271156.000000 Penalty: 44203.796875
Iteration 11F: 21 clusters Score -3.727116e+07 nChanged 59068
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13524 members 
Mstep: Class 3 contains 14582 members 
Mstep: Class 4 contains 17126 members 
Mstep: Class 5 contains 12384 members 
Mstep: Class 6 contains 28017 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 9 contains 116184 members 
Mstep: Class 10 contains 255015 members 
Mstep: Class 11 contains 70118 members 
Mstep: Class 12 contains 4602 members 
Mstep: Class 13 contains 20591 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 6870 members 
Mstep: Class 17 contains 41744 members 
Mstep: Class 18 contains 57192 members 
Mstep: Class 20 contains 60235 members 
Mstep: Class 21 contains 32941 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 31663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37304256.000000 Penalty: 44203.796875
Iteration 12F: 21 clusters Score -3.730426e+07 nChanged 49145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12512 members 
Mstep: Class 3 contains 12458 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 10671 members 
Mstep: Class 6 contains 25269 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 9 contains 119774 members 
Mstep: Class 10 contains 269373 members 
Mstep: Class 11 contains 69682 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 17897 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 5092 members 
Mstep: Class 17 contains 42988 members 
Mstep: Class 18 contains 56407 members 
Mstep: Class 20 contains 60861 members 
Mstep: Class 21 contains 33111 members 
Mstep: Class 22 contains 12600 members 
Mstep: Class 23 contains 30187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1994.019287 but Gain 2210.191406
Score: -37327688.000000 Penalty: 41993.605469
Iteration 13F: 20 clusters Score -3.732769e+07 nChanged 43844
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 15936 members 
Mstep: Class 5 contains 9260 members 
Mstep: Class 6 contains 22496 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 9 contains 123814 members 
Mstep: Class 10 contains 282427 members 
Mstep: Class 11 contains 68560 members 
Mstep: Class 13 contains 15424 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 44126 members 
Mstep: Class 18 contains 55486 members 
Mstep: Class 20 contains 61771 members 
Mstep: Class 21 contains 33115 members 
Mstep: Class 22 contains 11385 members 
Mstep: Class 23 contains 29185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37350324.000000 Penalty: 41993.605469
Iteration 14F: 20 clusters Score -3.735032e+07 nChanged 35913
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10514 members 
Mstep: Class 3 contains 9866 members 
Mstep: Class 4 contains 15504 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 19525 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 9 contains 125841 members 
Mstep: Class 10 contains 293057 members 
Mstep: Class 11 contains 66754 members 
Mstep: Class 13 contains 13172 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 45301 members 
Mstep: Class 18 contains 54383 members 
Mstep: Class 20 contains 62796 members 
Mstep: Class 21 contains 33131 members 
Mstep: Class 22 contains 10342 members 
Mstep: Class 23 contains 28327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37364708.000000 Penalty: 41993.605469
Iteration 15Q: 20 clusters Score -3.736471e+07 nChanged 31271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 9053 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 16802 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 9 contains 127195 members 
Mstep: Class 10 contains 302521 members 
Mstep: Class 11 contains 64482 members 
Mstep: Class 13 contains 11305 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 46444 members 
Mstep: Class 18 contains 53240 members 
Mstep: Class 20 contains 64053 members 
Mstep: Class 21 contains 33043 members 
Mstep: Class 22 contains 9529 members 
Mstep: Class 23 contains 27772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2003.840576 but Gain 2210.191406
Score: -37376428.000000 Penalty: 39783.414062
Iteration 16Q: 19 clusters Score -3.737643e+07 nChanged 29576
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 6572 members 
Mstep: Class 6 contains 14382 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 9 contains 128144 members 
Mstep: Class 10 contains 312070 members 
Mstep: Class 11 contains 62175 members 
Mstep: Class 13 contains 9830 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 17 contains 47594 members 
Mstep: Class 18 contains 52096 members 
Mstep: Class 20 contains 65308 members 
Mstep: Class 21 contains 32935 members 
Mstep: Class 22 contains 8958 members 
Mstep: Class 23 contains 27546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37388484.000000 Penalty: 39783.414062
Iteration 17Q: 19 clusters Score -3.738848e+07 nChanged 24877
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 8004 members 
Mstep: Class 4 contains 14629 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 12104 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 9 contains 128164 members 
Mstep: Class 10 contains 320092 members 
Mstep: Class 11 contains 59622 members 
Mstep: Class 13 contains 8478 members 
Mstep: Class 15 contains 1755 members 
Mstep: Class 17 contains 48788 members 
Mstep: Class 18 contains 51033 members 
Mstep: Class 20 contains 66466 members 
Mstep: Class 21 contains 32578 members 
Mstep: Class 22 contains 8483 members 
Mstep: Class 23 contains 27203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37397160.000000 Penalty: 39783.414062
Iteration 18Q: 19 clusters Score -3.739716e+07 nChanged 22510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 7626 members 
Mstep: Class 4 contains 14355 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 3904 members 
Mstep: Class 9 contains 127595 members 
Mstep: Class 10 contains 327567 members 
Mstep: Class 11 contains 57056 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 15 contains 1766 members 
Mstep: Class 17 contains 50056 members 
Mstep: Class 18 contains 50061 members 
Mstep: Class 20 contains 67706 members 
Mstep: Class 21 contains 32096 members 
Mstep: Class 22 contains 8119 members 
Mstep: Class 23 contains 26785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37404172.000000 Penalty: 39783.414062
Iteration 19Q: 19 clusters Score -3.740417e+07 nChanged 20784
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 7292 members 
Mstep: Class 4 contains 14170 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 8526 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 9 contains 126419 members 
Mstep: Class 10 contains 334821 members 
Mstep: Class 11 contains 54600 members 
Mstep: Class 13 contains 6385 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 17 contains 51353 members 
Mstep: Class 18 contains 49162 members 
Mstep: Class 20 contains 68822 members 
Mstep: Class 21 contains 31525 members 
Mstep: Class 22 contains 7857 members 
Mstep: Class 23 contains 26351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37411236.000000 Penalty: 39783.414062
Iteration 20F: 19 clusters Score -3.741124e+07 nChanged 19412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5901 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 14037 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 9 contains 124643 members 
Mstep: Class 10 contains 341833 members 
Mstep: Class 11 contains 52359 members 
Mstep: Class 13 contains 5624 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 17 contains 52663 members 
Mstep: Class 18 contains 48346 members 
Mstep: Class 20 contains 69815 members 
Mstep: Class 21 contains 30812 members 
Mstep: Class 22 contains 7700 members 
Mstep: Class 23 contains 25806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37417008.000000 Penalty: 39783.414062
Iteration 21Q: 19 clusters Score -3.741701e+07 nChanged 18136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 6739 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 5864 members 
Mstep: Class 7 contains 4975 members 
Mstep: Class 9 contains 122429 members 
Mstep: Class 10 contains 348664 members 
Mstep: Class 11 contains 50217 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 17 contains 53965 members 
Mstep: Class 18 contains 47488 members 
Mstep: Class 20 contains 70704 members 
Mstep: Class 21 contains 30086 members 
Mstep: Class 22 contains 7629 members 
Mstep: Class 23 contains 25330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37422232.000000 Penalty: 39783.414062
Iteration 22Q: 19 clusters Score -3.742223e+07 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4847 members 
Mstep: Class 3 contains 6528 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 9 contains 119726 members 
Mstep: Class 10 contains 355377 members 
Mstep: Class 11 contains 48220 members 
Mstep: Class 13 contains 4443 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 17 contains 55461 members 
Mstep: Class 18 contains 46652 members 
Mstep: Class 20 contains 71440 members 
Mstep: Class 21 contains 29310 members 
Mstep: Class 22 contains 7608 members 
Mstep: Class 23 contains 24894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37426808.000000 Penalty: 39783.414062
Iteration 23Q: 19 clusters Score -3.742681e+07 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4407 members 
Mstep: Class 3 contains 6367 members 
Mstep: Class 4 contains 13768 members 
Mstep: Class 5 contains 4272 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 9 contains 116608 members 
Mstep: Class 10 contains 362118 members 
Mstep: Class 11 contains 46390 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 17 contains 56879 members 
Mstep: Class 18 contains 45839 members 
Mstep: Class 20 contains 72102 members 
Mstep: Class 21 contains 28477 members 
Mstep: Class 22 contains 7595 members 
Mstep: Class 23 contains 24416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37431268.000000 Penalty: 39783.414062
Iteration 24Q: 19 clusters Score -3.743127e+07 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 13665 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 5947 members 
Mstep: Class 9 contains 113182 members 
Mstep: Class 10 contains 368702 members 
Mstep: Class 11 contains 44698 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 17 contains 58264 members 
Mstep: Class 18 contains 45086 members 
Mstep: Class 20 contains 72612 members 
Mstep: Class 21 contains 27689 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 23943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37435436.000000 Penalty: 39783.414062
Iteration 25Q: 19 clusters Score -3.743544e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 13543 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 2886 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 9 contains 109537 members 
Mstep: Class 10 contains 375297 members 
Mstep: Class 11 contains 43072 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 17 contains 59582 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 20 contains 72946 members 
Mstep: Class 21 contains 26959 members 
Mstep: Class 22 contains 7728 members 
Mstep: Class 23 contains 23498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37439152.000000 Penalty: 39783.414062
Iteration 26Q: 19 clusters Score -3.743915e+07 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 5957 members 
Mstep: Class 4 contains 13434 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 9 contains 105574 members 
Mstep: Class 10 contains 381961 members 
Mstep: Class 11 contains 41600 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 17 contains 60918 members 
Mstep: Class 18 contains 43661 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 26247 members 
Mstep: Class 22 contains 7774 members 
Mstep: Class 23 contains 23029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37442636.000000 Penalty: 39783.414062
Iteration 27Q: 19 clusters Score -3.744264e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 13333 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 9 contains 101304 members 
Mstep: Class 10 contains 388698 members 
Mstep: Class 11 contains 40242 members 
Mstep: Class 13 contains 2575 members 
Mstep: Class 15 contains 2544 members 
Mstep: Class 17 contains 62281 members 
Mstep: Class 18 contains 42979 members 
Mstep: Class 20 contains 73302 members 
Mstep: Class 21 contains 25564 members 
Mstep: Class 22 contains 7778 members 
Mstep: Class 23 contains 22515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2135.254883 but Gain 2210.187500
Score: -37446276.000000 Penalty: 37573.226562
Iteration 28Q: 18 clusters Score -3.744628e+07 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 5731 members 
Mstep: Class 4 contains 13257 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 9 contains 97094 members 
Mstep: Class 10 contains 397115 members 
Mstep: Class 11 contains 39046 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 17 contains 63511 members 
Mstep: Class 18 contains 42321 members 
Mstep: Class 20 contains 73366 members 
Mstep: Class 21 contains 24852 members 
Mstep: Class 22 contains 7834 members 
Mstep: Class 23 contains 21946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37452012.000000 Penalty: 37573.226562
Iteration 29Q: 18 clusters Score -3.745201e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 5638 members 
Mstep: Class 4 contains 13213 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 9 contains 92366 members 
Mstep: Class 10 contains 404054 members 
Mstep: Class 11 contains 37877 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 17 contains 64536 members 
Mstep: Class 18 contains 41665 members 
Mstep: Class 20 contains 73418 members 
Mstep: Class 21 contains 24167 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 21355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37455188.000000 Penalty: 37573.226562
Iteration 30Q: 18 clusters Score -3.745519e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 7 contains 8026 members 
Mstep: Class 9 contains 87666 members 
Mstep: Class 10 contains 411126 members 
Mstep: Class 11 contains 36837 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 65365 members 
Mstep: Class 18 contains 40970 members 
Mstep: Class 20 contains 73370 members 
Mstep: Class 21 contains 23487 members 
Mstep: Class 22 contains 8060 members 
Mstep: Class 23 contains 20718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2173.810303 but Gain 2210.191406
Score: -37458220.000000 Penalty: 35363.035156
Iteration 31Q: 17 clusters Score -3.745822e+07 nChanged 14533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1801 members 
Mstep: Class 3 contains 5476 members 
Mstep: Class 4 contains 13163 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 7 contains 8321 members 
Mstep: Class 9 contains 82896 members 
Mstep: Class 10 contains 419525 members 
Mstep: Class 11 contains 35922 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 17 contains 66188 members 
Mstep: Class 18 contains 40305 members 
Mstep: Class 20 contains 73217 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 8229 members 
Mstep: Class 23 contains 20133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37463328.000000 Penalty: 35363.035156
Iteration 32Q: 17 clusters Score -3.746333e+07 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 5391 members 
Mstep: Class 4 contains 13110 members 
Mstep: Class 5 contains 3522 members 
Mstep: Class 7 contains 8512 members 
Mstep: Class 9 contains 77893 members 
Mstep: Class 10 contains 427399 members 
Mstep: Class 11 contains 35008 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 17 contains 66565 members 
Mstep: Class 18 contains 39462 members 
Mstep: Class 20 contains 72891 members 
Mstep: Class 21 contains 22560 members 
Mstep: Class 22 contains 8403 members 
Mstep: Class 23 contains 19576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2192.544189 but Gain 2210.187500
Score: -37466856.000000 Penalty: 33152.847656
Iteration 33Q: 16 clusters Score -3.746686e+07 nChanged 14000
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 13073 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 9 contains 72995 members 
Mstep: Class 10 contains 435610 members 
Mstep: Class 11 contains 34127 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 17 contains 66652 members 
Mstep: Class 18 contains 38667 members 
Mstep: Class 20 contains 73482 members 
Mstep: Class 21 contains 21861 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 19231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37472216.000000 Penalty: 33152.847656
Iteration 34Q: 16 clusters Score -3.747222e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 3 contains 5274 members 
Mstep: Class 4 contains 13035 members 
Mstep: Class 5 contains 3540 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 9 contains 68273 members 
Mstep: Class 10 contains 443940 members 
Mstep: Class 11 contains 33232 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 17 contains 66420 members 
Mstep: Class 18 contains 37859 members 
Mstep: Class 20 contains 72902 members 
Mstep: Class 21 contains 21220 members 
Mstep: Class 22 contains 8704 members 
Mstep: Class 23 contains 18624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37475552.000000 Penalty: 33152.847656
Iteration 35Q: 16 clusters Score -3.747555e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 3 contains 5205 members 
Mstep: Class 4 contains 12993 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 7 contains 8920 members 
Mstep: Class 9 contains 63607 members 
Mstep: Class 10 contains 452630 members 
Mstep: Class 11 contains 32311 members 
Mstep: Class 15 contains 2907 members 
Mstep: Class 17 contains 65923 members 
Mstep: Class 18 contains 37002 members 
Mstep: Class 20 contains 72279 members 
Mstep: Class 21 contains 20604 members 
Mstep: Class 22 contains 8834 members 
Mstep: Class 23 contains 18010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37478820.000000 Penalty: 33152.847656
Iteration 36Q: 16 clusters Score -3.747882e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 12960 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 9 contains 59211 members 
Mstep: Class 10 contains 461602 members 
Mstep: Class 11 contains 31360 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 17 contains 65107 members 
Mstep: Class 18 contains 36098 members 
Mstep: Class 20 contains 71538 members 
Mstep: Class 21 contains 19977 members 
Mstep: Class 22 contains 8943 members 
Mstep: Class 23 contains 17433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37483080.000000 Penalty: 33152.847656
Iteration 37Q: 16 clusters Score -3.748308e+07 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 3 contains 5075 members 
Mstep: Class 4 contains 12925 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 9 contains 55029 members 
Mstep: Class 10 contains 470491 members 
Mstep: Class 11 contains 30461 members 
Mstep: Class 15 contains 2956 members 
Mstep: Class 17 contains 64081 members 
Mstep: Class 18 contains 35250 members 
Mstep: Class 20 contains 70714 members 
Mstep: Class 21 contains 19383 members 
Mstep: Class 22 contains 9054 members 
Mstep: Class 23 contains 16880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37486012.000000 Penalty: 33152.847656
Iteration 38Q: 16 clusters Score -3.748601e+07 nChanged 10947
Entering ConstructFrom: 
Score: -37486012.000000 Penalty: 33152.847656
Entering ConstructFrom: 
Trying to split cluster 1 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -116476.492188 Penalty: 1266.792603
	Iteration 0F: 2 clusters Score -116476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -114107.585938 Penalty: 2533.585205
	Iteration 0F: 3 clusters Score -114107.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -114595.265625 Penalty: 2533.585205
	Iteration 1F: 3 clusters Score -114595.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -114717.406250 Penalty: 2533.585205
	Iteration 2F: 3 clusters Score -114717.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -114778.828125 Penalty: 2533.585205
	Iteration 3Q: 3 clusters Score -114778.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -114840.656250 Penalty: 2533.585205
	Iteration 4Q: 3 clusters Score -114840.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -114886.585938 Penalty: 2533.585205
	Iteration 5Q: 3 clusters Score -114886.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -114917.054688 Penalty: 2533.585205
	Iteration 6Q: 3 clusters Score -114917.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -114942.226562 Penalty: 2533.585205
	Iteration 7Q: 3 clusters Score -114942.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -114964.554688 Penalty: 2533.585205
	Iteration 8Q: 3 clusters Score -114964.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -114981.851562 Penalty: 2533.585205
	Iteration 9Q: 3 clusters Score -114981.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -114998.132812 Penalty: 2533.585205
	Iteration 10Q: 3 clusters Score -114998.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -115010.390625 Penalty: 2533.585205
	Iteration 11Q: 3 clusters Score -115010.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -115026.812500 Penalty: 2533.585205
	Iteration 12Q: 3 clusters Score -115026.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -115046.289062 Penalty: 2533.585205
	Iteration 13Q: 3 clusters Score -115046.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -115067.101562 Penalty: 2533.585205
	Iteration 14Q: 3 clusters Score -115067.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -115085.304688 Penalty: 2533.585205
	Iteration 15Q: 3 clusters Score -115085.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -115101.601562 Penalty: 2533.585205
	Iteration 16Q: 3 clusters Score -115101.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -115117.242188 Penalty: 2533.585205
	Iteration 17Q: 3 clusters Score -115117.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -115130.179688 Penalty: 2533.585205
	Iteration 18Q: 3 clusters Score -115130.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -115143.093750 Penalty: 2533.585205
	Iteration 19Q: 3 clusters Score -115143.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -115158.953125 Penalty: 2533.585205
	Iteration 20F: 3 clusters Score -115159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -115180.843750 Penalty: 2533.585205
	Iteration 21Q: 3 clusters Score -115180.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -115203.984375 Penalty: 2533.585205
	Iteration 22Q: 3 clusters Score -115204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -115235.718750 Penalty: 2533.585205
	Iteration 23Q: 3 clusters Score -115235.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -115267.265625 Penalty: 2533.585205
	Iteration 24Q: 3 clusters Score -115267.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -115290.062500 Penalty: 2533.585205
	Iteration 25Q: 3 clusters Score -115290.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -115308.570312 Penalty: 2533.585205
	Iteration 26Q: 3 clusters Score -115308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -115322.031250 Penalty: 2533.585205
	Iteration 27Q: 3 clusters Score -115322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -115339.054688 Penalty: 2533.585205
	Iteration 28Q: 3 clusters Score -115339.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -115360.507812 Penalty: 2533.585205
	Iteration 29Q: 3 clusters Score -115360.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -115374.257812 Penalty: 2533.585205
	Iteration 30Q: 3 clusters Score -115374.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -115390.210938 Penalty: 2533.585205
	Iteration 31Q: 3 clusters Score -115390.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -115405.585938 Penalty: 2533.585205
	Iteration 32Q: 3 clusters Score -115405.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -115417.500000 Penalty: 2533.585205
	Iteration 33Q: 3 clusters Score -115417.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -115426.195312 Penalty: 2533.585205
	Iteration 34Q: 3 clusters Score -115426.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -115439.820312 Penalty: 2533.585205
	Iteration 35Q: 3 clusters Score -115439.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -115455.750000 Penalty: 2533.585205
	Iteration 36Q: 3 clusters Score -115455.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -115463.453125 Penalty: 2533.585205
	Iteration 37Q: 3 clusters Score -115463.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -115470.406250 Penalty: 2533.585205
	Iteration 38Q: 3 clusters Score -115470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -115474.382812 Penalty: 2533.585205
	Iteration 39Q: 3 clusters Score -115474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -115479.257812 Penalty: 2533.585205
	Iteration 40F: 3 clusters Score -115479.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -115485.328125 Penalty: 2533.585205
	Iteration 41Q: 3 clusters Score -115485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -115489.265625 Penalty: 2533.585205
	Iteration 42Q: 3 clusters Score -115489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -115494.304688 Penalty: 2533.585205
	Iteration 43Q: 3 clusters Score -115494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -115498.718750 Penalty: 2533.585205
	Iteration 44Q: 3 clusters Score -115498.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -115503.500000 Penalty: 2533.585205
	Iteration 45Q: 3 clusters Score -115503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -115507.398438 Penalty: 2533.585205
	Iteration 46Q: 3 clusters Score -115507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -115509.226562 Penalty: 2533.585205
	Iteration 47Q: 3 clusters Score -115509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -115511.625000 Penalty: 2533.585205
	Iteration 48Q: 3 clusters Score -115511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -115513.062500 Penalty: 2533.585205
	Iteration 49Q: 3 clusters Score -115513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -115513.398438 Penalty: 2533.585205
	Iteration 50Q: 3 clusters Score -115513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -115513.984375 Penalty: 2533.585205
	Iteration 51Q: 3 clusters Score -115514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -115514.937500 Penalty: 2533.585205
	Iteration 52Q: 3 clusters Score -115514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -115516.125000 Penalty: 2533.585205
	Iteration 53Q: 3 clusters Score -115516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -115516.398438 Penalty: 2533.585205
	Iteration 54Q: 3 clusters Score -115516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -115517.734375 Penalty: 2533.585205
	Iteration 55Q: 3 clusters Score -115517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -115518.695312 Penalty: 2533.585205
	Iteration 56Q: 3 clusters Score -115518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -115519.132812 Penalty: 2533.585205
	Iteration 57Q: 3 clusters Score -115519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -115519.132812 Penalty: 2533.585205
	Iteration 58F: 3 clusters Score -115519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -250689.171875 Penalty: 1385.080566
	Iteration 0F: 2 clusters Score -250689.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -246635.031250 Penalty: 2770.161133
	Iteration 0F: 3 clusters Score -246635 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -247752.468750 Penalty: 2770.161133
	Iteration 1F: 3 clusters Score -247752.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -247913.171875 Penalty: 2770.161133
	Iteration 2F: 3 clusters Score -247913.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -248016.031250 Penalty: 2770.161133
	Iteration 3Q: 3 clusters Score -248016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -248087.687500 Penalty: 2770.161133
	Iteration 4Q: 3 clusters Score -248087.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -248141.734375 Penalty: 2770.161133
	Iteration 5Q: 3 clusters Score -248141.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -248180.500000 Penalty: 2770.161133
	Iteration 6Q: 3 clusters Score -248180.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -248209.359375 Penalty: 2770.161133
	Iteration 7Q: 3 clusters Score -248209.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -248239.437500 Penalty: 2770.161133
	Iteration 8Q: 3 clusters Score -248239.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -248277.562500 Penalty: 2770.161133
	Iteration 9Q: 3 clusters Score -248277.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -248311.671875 Penalty: 2770.161133
	Iteration 10Q: 3 clusters Score -248311.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -248348.812500 Penalty: 2770.161133
	Iteration 11Q: 3 clusters Score -248348.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -248376.062500 Penalty: 2770.161133
	Iteration 12Q: 3 clusters Score -248376.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -248404.812500 Penalty: 2770.161133
	Iteration 13Q: 3 clusters Score -248404.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -248433.734375 Penalty: 2770.161133
	Iteration 14Q: 3 clusters Score -248433.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -248462.187500 Penalty: 2770.161133
	Iteration 15Q: 3 clusters Score -248462.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -248505.500000 Penalty: 2770.161133
	Iteration 16Q: 3 clusters Score -248505.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -248555.531250 Penalty: 2770.161133
	Iteration 17Q: 3 clusters Score -248555.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -248613.468750 Penalty: 2770.161133
	Iteration 18Q: 3 clusters Score -248613.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -248693.046875 Penalty: 2770.161133
	Iteration 19Q: 3 clusters Score -248693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -248791.203125 Penalty: 2770.161133
	Iteration 20F: 3 clusters Score -248791.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -248913.984375 Penalty: 2770.161133
	Iteration 21Q: 3 clusters Score -248914 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -249066.218750 Penalty: 2770.161133
	Iteration 22Q: 3 clusters Score -249066.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -249219.531250 Penalty: 2770.161133
	Iteration 23Q: 3 clusters Score -249219.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -249348.437500 Penalty: 2770.161133
	Iteration 24Q: 3 clusters Score -249348.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -249434.203125 Penalty: 2770.161133
	Iteration 25Q: 3 clusters Score -249434.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -249482.062500 Penalty: 2770.161133
	Iteration 26Q: 3 clusters Score -249482.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -249511.359375 Penalty: 2770.161133
	Iteration 27Q: 3 clusters Score -249511.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -249535.796875 Penalty: 2770.161133
	Iteration 28Q: 3 clusters Score -249535.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -249559.406250 Penalty: 2770.161133
	Iteration 29Q: 3 clusters Score -249559.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -249576.906250 Penalty: 2770.161133
	Iteration 30Q: 3 clusters Score -249576.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -249593.578125 Penalty: 2770.161133
	Iteration 31Q: 3 clusters Score -249593.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -249604.750000 Penalty: 2770.161133
	Iteration 32Q: 3 clusters Score -249604.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -249609.171875 Penalty: 2770.161133
	Iteration 33Q: 3 clusters Score -249609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -249613.328125 Penalty: 2770.161133
	Iteration 34Q: 3 clusters Score -249613.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -249615.812500 Penalty: 2770.161133
	Iteration 35Q: 3 clusters Score -249615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -249617.484375 Penalty: 2770.161133
	Iteration 36Q: 3 clusters Score -249617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -249618.796875 Penalty: 2770.161133
	Iteration 37Q: 3 clusters Score -249618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -249620.562500 Penalty: 2770.161133
	Iteration 38Q: 3 clusters Score -249620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -249621.546875 Penalty: 2770.161133
	Iteration 39Q: 3 clusters Score -249621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -249622.312500 Penalty: 2770.161133
	Iteration 40F: 3 clusters Score -249622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -249622.500000 Penalty: 2770.161133
	Iteration 41Q: 3 clusters Score -249622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -249622.875000 Penalty: 2770.161133
	Iteration 42Q: 3 clusters Score -249622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -249623.515625 Penalty: 2770.161133
	Iteration 43Q: 3 clusters Score -249623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -249623.687500 Penalty: 2770.161133
	Iteration 44Q: 3 clusters Score -249623.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -249623.687500 Penalty: 2770.161133
	Iteration 45F: 3 clusters Score -249623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Entering Unmasked Estep 
Score: -576393.687500 Penalty: 1537.921021
	Iteration 0F: 2 clusters Score -576393.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -567351.562500 Penalty: 3075.842041
	Iteration 0F: 3 clusters Score -567351.6 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -571444.500000 Penalty: 3075.842041
	Iteration 1F: 3 clusters Score -571444.5 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -572706.062500 Penalty: 3075.842041
	Iteration 2F: 3 clusters Score -572706.1 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -573897.250000 Penalty: 3075.842041
	Iteration 3F: 3 clusters Score -573897.2 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -574741.000000 Penalty: 3075.842041
	Iteration 4F: 3 clusters Score -574741 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -575331.750000 Penalty: 3075.842041
	Iteration 5F: 3 clusters Score -575331.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -575733.500000 Penalty: 3075.842041
	Iteration 6Q: 3 clusters Score -575733.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -576041.875000 Penalty: 3075.842041
	Iteration 7Q: 3 clusters Score -576041.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -576237.500000 Penalty: 3075.842041
	Iteration 8Q: 3 clusters Score -576237.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -576355.625000 Penalty: 3075.842041
	Iteration 9Q: 3 clusters Score -576355.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -576441.812500 Penalty: 3075.842041
	Iteration 10Q: 3 clusters Score -576441.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -576502.000000 Penalty: 3075.842041
	Iteration 11Q: 3 clusters Score -576502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -576553.812500 Penalty: 3075.842041
	Iteration 12Q: 3 clusters Score -576553.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -576595.125000 Penalty: 3075.842041
	Iteration 13Q: 3 clusters Score -576595.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -576631.750000 Penalty: 3075.842041
	Iteration 14Q: 3 clusters Score -576631.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -576664.312500 Penalty: 3075.842041
	Iteration 15Q: 3 clusters Score -576664.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -576679.312500 Penalty: 3075.842041
	Iteration 16Q: 3 clusters Score -576679.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -576689.937500 Penalty: 3075.842041
	Iteration 17Q: 3 clusters Score -576689.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -576697.250000 Penalty: 3075.842041
	Iteration 18Q: 3 clusters Score -576697.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -576701.125000 Penalty: 3075.842041
	Iteration 19Q: 3 clusters Score -576701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -576710.875000 Penalty: 3075.842041
	Iteration 20F: 3 clusters Score -576710.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -576714.312500 Penalty: 3075.842041
	Iteration 21Q: 3 clusters Score -576714.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -576722.250000 Penalty: 3075.842041
	Iteration 22Q: 3 clusters Score -576722.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -576728.437500 Penalty: 3075.842041
	Iteration 23Q: 3 clusters Score -576728.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -576730.812500 Penalty: 3075.842041
	Iteration 24Q: 3 clusters Score -576730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -576731.187500 Penalty: 3075.842041
	Iteration 25Q: 3 clusters Score -576731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -576732.125000 Penalty: 3075.842041
	Iteration 26Q: 3 clusters Score -576732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -576735.062500 Penalty: 3075.842041
	Iteration 27Q: 3 clusters Score -576735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -576737.562500 Penalty: 3075.842041
	Iteration 28Q: 3 clusters Score -576737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -576737.562500 Penalty: 3075.842041
	Iteration 29Q: 3 clusters Score -576737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -576737.312500 Penalty: 3075.842041
	Iteration 30Q: 3 clusters Score -576737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -576737.750000 Penalty: 3075.842041
	Iteration 31Q: 3 clusters Score -576737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -576737.062500 Penalty: 3075.842041
	Iteration 32Q: 3 clusters Score -576737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -576737.500000 Penalty: 3075.842041
	Iteration 33Q: 3 clusters Score -576737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -576737.500000 Penalty: 3075.842041
	Iteration 34F: 3 clusters Score -576737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11860 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 9 contains 51291 members 
Mstep: Class 10 contains 479164 members 
Mstep: Class 11 contains 29613 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 17 contains 62823 members 
Mstep: Class 18 contains 34485 members 
Mstep: Class 20 contains 69823 members 
Mstep: Class 21 contains 18828 members 
Mstep: Class 22 contains 9156 members 
Mstep: Class 23 contains 16293 members 
Entering Unmasked Estep 
Score: -37487368.000000 Penalty: 35363.035156
Splitting cluster 4 changes total score from -37486012.000000 to -37487368.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -166864.890625 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -166864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -163967.031250 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -163967 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -164600.359375 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -164600.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -164734.437500 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -164734.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -164824.406250 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -164824.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -164899.531250 Penalty: 2632.749512
	Iteration 4Q: 3 clusters Score -164899.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -164962.468750 Penalty: 2632.749512
	Iteration 5Q: 3 clusters Score -164962.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -165011.906250 Penalty: 2632.749512
	Iteration 6Q: 3 clusters Score -165011.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -165059.718750 Penalty: 2632.749512
	Iteration 7Q: 3 clusters Score -165059.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -165100.406250 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -165100.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -165138.984375 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -165139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -165182.906250 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -165182.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -165229.265625 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -165229.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -165265.218750 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -165265.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -165302.218750 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -165302.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -165338.546875 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -165338.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -165366.484375 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -165366.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -165389.109375 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -165389.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -165410.671875 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -165410.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -165421.187500 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -165421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -165431.562500 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -165431.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -165441.656250 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -165441.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -165457.203125 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -165457.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -165473.031250 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -165473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -165489.546875 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -165489.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -165519.640625 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -165519.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -165550.062500 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -165550.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -165569.828125 Penalty: 2632.749512
	Iteration 26Q: 3 clusters Score -165569.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -165586.125000 Penalty: 2632.749512
	Iteration 27Q: 3 clusters Score -165586.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -165598.250000 Penalty: 2632.749512
	Iteration 28Q: 3 clusters Score -165598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -165607.437500 Penalty: 2632.749512
	Iteration 29Q: 3 clusters Score -165607.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -165612.437500 Penalty: 2632.749512
	Iteration 30Q: 3 clusters Score -165612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -165615.906250 Penalty: 2632.749512
	Iteration 31Q: 3 clusters Score -165615.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -165619.406250 Penalty: 2632.749512
	Iteration 32Q: 3 clusters Score -165619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -165621.265625 Penalty: 2632.749512
	Iteration 33Q: 3 clusters Score -165621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -165623.625000 Penalty: 2632.749512
	Iteration 34Q: 3 clusters Score -165623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -165626.843750 Penalty: 2632.749512
	Iteration 35Q: 3 clusters Score -165626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -165631.593750 Penalty: 2632.749512
	Iteration 36Q: 3 clusters Score -165631.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -165634.265625 Penalty: 2632.749512
	Iteration 37Q: 3 clusters Score -165634.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -165637.609375 Penalty: 2632.749512
	Iteration 38Q: 3 clusters Score -165637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -165643.140625 Penalty: 2632.749512
	Iteration 39Q: 3 clusters Score -165643.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -165652.828125 Penalty: 2632.749512
	Iteration 40F: 3 clusters Score -165652.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -165663.640625 Penalty: 2632.749512
	Iteration 41Q: 3 clusters Score -165663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -165670.796875 Penalty: 2632.749512
	Iteration 42Q: 3 clusters Score -165670.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -165680.234375 Penalty: 2632.749512
	Iteration 43Q: 3 clusters Score -165680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -165687.890625 Penalty: 2632.749512
	Iteration 44Q: 3 clusters Score -165687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -165692.328125 Penalty: 2632.749512
	Iteration 45Q: 3 clusters Score -165692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -165694.375000 Penalty: 2632.749512
	Iteration 46Q: 3 clusters Score -165694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -165695.500000 Penalty: 2632.749512
	Iteration 47Q: 3 clusters Score -165695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -165697.140625 Penalty: 2632.749512
	Iteration 48Q: 3 clusters Score -165697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -165699.265625 Penalty: 2632.749512
	Iteration 49Q: 3 clusters Score -165699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -165700.109375 Penalty: 2632.749512
	Iteration 50Q: 3 clusters Score -165700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -165700.421875 Penalty: 2632.749512
	Iteration 51Q: 3 clusters Score -165700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -165700.421875 Penalty: 2632.749512
	Iteration 52F: 3 clusters Score -165700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Entering Unmasked Estep 
Score: -442812.281250 Penalty: 1479.125244
	Iteration 0F: 2 clusters Score -442812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -436293.000000 Penalty: 2958.250488
	Iteration 0F: 3 clusters Score -436293 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -438432.656250 Penalty: 2958.250488
	Iteration 1F: 3 clusters Score -438432.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -438795.906250 Penalty: 2958.250488
	Iteration 2F: 3 clusters Score -438795.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -439188.906250 Penalty: 2958.250488
	Iteration 3F: 3 clusters Score -439188.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -439609.281250 Penalty: 2958.250488
	Iteration 4F: 3 clusters Score -439609.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -440094.250000 Penalty: 2958.250488
	Iteration 5F: 3 clusters Score -440094.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -440546.562500 Penalty: 2958.250488
	Iteration 6F: 3 clusters Score -440546.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -440936.687500 Penalty: 2958.250488
	Iteration 7Q: 3 clusters Score -440936.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -441258.500000 Penalty: 2958.250488
	Iteration 8Q: 3 clusters Score -441258.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -441449.781250 Penalty: 2958.250488
	Iteration 9Q: 3 clusters Score -441449.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -441563.187500 Penalty: 2958.250488
	Iteration 10Q: 3 clusters Score -441563.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -441623.718750 Penalty: 2958.250488
	Iteration 11Q: 3 clusters Score -441623.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -441650.906250 Penalty: 2958.250488
	Iteration 12Q: 3 clusters Score -441650.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -441665.375000 Penalty: 2958.250488
	Iteration 13Q: 3 clusters Score -441665.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -441682.781250 Penalty: 2958.250488
	Iteration 14Q: 3 clusters Score -441682.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -441695.562500 Penalty: 2958.250488
	Iteration 15Q: 3 clusters Score -441695.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -441703.156250 Penalty: 2958.250488
	Iteration 16Q: 3 clusters Score -441703.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -441709.625000 Penalty: 2958.250488
	Iteration 17Q: 3 clusters Score -441709.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -441714.000000 Penalty: 2958.250488
	Iteration 18Q: 3 clusters Score -441714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -441720.718750 Penalty: 2958.250488
	Iteration 19Q: 3 clusters Score -441720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -441723.093750 Penalty: 2958.250488
	Iteration 20F: 3 clusters Score -441723.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -441729.656250 Penalty: 2958.250488
	Iteration 21Q: 3 clusters Score -441729.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -441735.500000 Penalty: 2958.250488
	Iteration 22Q: 3 clusters Score -441735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -441739.656250 Penalty: 2958.250488
	Iteration 23Q: 3 clusters Score -441739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -441741.156250 Penalty: 2958.250488
	Iteration 24Q: 3 clusters Score -441741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -441744.437500 Penalty: 2958.250488
	Iteration 25Q: 3 clusters Score -441744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -441747.750000 Penalty: 2958.250488
	Iteration 26Q: 3 clusters Score -441747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -441750.406250 Penalty: 2958.250488
	Iteration 27Q: 3 clusters Score -441750.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -441753.031250 Penalty: 2958.250488
	Iteration 28Q: 3 clusters Score -441753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441756.187500 Penalty: 2958.250488
	Iteration 29Q: 3 clusters Score -441756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -441757.062500 Penalty: 2958.250488
	Iteration 30Q: 3 clusters Score -441757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -441758.156250 Penalty: 2958.250488
	Iteration 31Q: 3 clusters Score -441758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -441758.718750 Penalty: 2958.250488
	Iteration 32Q: 3 clusters Score -441758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -441758.968750 Penalty: 2958.250488
	Iteration 33Q: 3 clusters Score -441759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -441759.406250 Penalty: 2958.250488
	Iteration 34Q: 3 clusters Score -441759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -441760.937500 Penalty: 2958.250488
	Iteration 35Q: 3 clusters Score -441760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -441762.687500 Penalty: 2958.250488
	Iteration 36Q: 3 clusters Score -441762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -441764.093750 Penalty: 2958.250488
	Iteration 37Q: 3 clusters Score -441764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -441766.812500 Penalty: 2958.250488
	Iteration 38Q: 3 clusters Score -441766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -441767.312500 Penalty: 2958.250488
	Iteration 39Q: 3 clusters Score -441767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -441768.593750 Penalty: 2958.250488
	Iteration 40F: 3 clusters Score -441768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -441770.656250 Penalty: 2958.250488
	Iteration 41Q: 3 clusters Score -441770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -441774.156250 Penalty: 2958.250488
	Iteration 42Q: 3 clusters Score -441774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -441775.062500 Penalty: 2958.250488
	Iteration 43Q: 3 clusters Score -441775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -441776.843750 Penalty: 2958.250488
	Iteration 44Q: 3 clusters Score -441776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -441779.406250 Penalty: 2958.250488
	Iteration 45Q: 3 clusters Score -441779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -441779.250000 Penalty: 2958.250488
	Iteration 46Q: 3 clusters Score -441779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -441779.250000 Penalty: 2958.250488
	Iteration 47F: 3 clusters Score -441779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Entering Unmasked Estep 
Score: -2571826.250000 Penalty: 1762.356445
	Iteration 0F: 2 clusters Score -2571826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2537591.750000 Penalty: 3524.712891
	Iteration 0F: 3 clusters Score -2537592 nChanged 24009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2550909.750000 Penalty: 3524.712891
	Iteration 1F: 3 clusters Score -2550910 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2551279.750000 Penalty: 3524.712891
	Iteration 2Q: 3 clusters Score -2551280 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -2551635.500000 Penalty: 3524.712891
	Iteration 3Q: 3 clusters Score -2551636 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -2552056.000000 Penalty: 3524.712891
	Iteration 4Q: 3 clusters Score -2552056 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -2552563.250000 Penalty: 3524.712891
	Iteration 5Q: 3 clusters Score -2552563 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -2553351.000000 Penalty: 3524.712891
	Iteration 6Q: 3 clusters Score -2553351 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -2554625.750000 Penalty: 3524.712891
	Iteration 7F: 3 clusters Score -2554626 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -2556771.750000 Penalty: 3524.712891
	Iteration 8F: 3 clusters Score -2556772 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -2559966.500000 Penalty: 3524.712891
	Iteration 9F: 3 clusters Score -2559966 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -2563562.250000 Penalty: 3524.712891
	Iteration 10F: 3 clusters Score -2563562 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -2566593.750000 Penalty: 3524.712891
	Iteration 11F: 3 clusters Score -2566594 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -2568432.250000 Penalty: 3524.712891
	Iteration 12Q: 3 clusters Score -2568432 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -2569307.000000 Penalty: 3524.712891
	Iteration 13Q: 3 clusters Score -2569307 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -2569730.000000 Penalty: 3524.712891
	Iteration 14Q: 3 clusters Score -2569730 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -2569956.000000 Penalty: 3524.712891
	Iteration 15Q: 3 clusters Score -2569956 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -2570086.000000 Penalty: 3524.712891
	Iteration 16Q: 3 clusters Score -2570086 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -2570151.750000 Penalty: 3524.712891
	Iteration 17Q: 3 clusters Score -2570152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -2570211.500000 Penalty: 3524.712891
	Iteration 18Q: 3 clusters Score -2570212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -2570244.750000 Penalty: 3524.712891
	Iteration 19Q: 3 clusters Score -2570245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -2570270.750000 Penalty: 3524.712891
	Iteration 20F: 3 clusters Score -2570271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -2570282.250000 Penalty: 3524.712891
	Iteration 21Q: 3 clusters Score -2570282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -2570293.750000 Penalty: 3524.712891
	Iteration 22Q: 3 clusters Score -2570294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -2570302.000000 Penalty: 3524.712891
	Iteration 23Q: 3 clusters Score -2570302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -2570316.500000 Penalty: 3524.712891
	Iteration 24Q: 3 clusters Score -2570316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -2570324.250000 Penalty: 3524.712891
	Iteration 25Q: 3 clusters Score -2570324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -2570339.000000 Penalty: 3524.712891
	Iteration 26Q: 3 clusters Score -2570339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -2570356.500000 Penalty: 3524.712891
	Iteration 27Q: 3 clusters Score -2570356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -2570369.000000 Penalty: 3524.712891
	Iteration 28Q: 3 clusters Score -2570369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -2570379.500000 Penalty: 3524.712891
	Iteration 29Q: 3 clusters Score -2570380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -2570380.250000 Penalty: 3524.712891
	Iteration 30Q: 3 clusters Score -2570380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -2570383.750000 Penalty: 3524.712891
	Iteration 31Q: 3 clusters Score -2570384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -2570383.000000 Penalty: 3524.712891
	Iteration 32Q: 3 clusters Score -2570383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -2570385.250000 Penalty: 3524.712891
	Iteration 33Q: 3 clusters Score -2570385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -2570384.500000 Penalty: 3524.712891
	Iteration 34Q: 3 clusters Score -2570384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -2570385.250000 Penalty: 3524.712891
	Iteration 35Q: 3 clusters Score -2570385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -2570385.250000 Penalty: 3524.712891
	Iteration 36F: 3 clusters Score -2570385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (479164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479164 members 
Entering Unmasked Estep 
Score: -22743206.000000 Penalty: 2125.467041
	Iteration 0F: 2 clusters Score -2.274321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238971 members 
Mstep: Class 2 contains 240193 members 
Entering Unmasked Estep 
Score: -22419226.000000 Penalty: 4250.934082
	Iteration 0F: 3 clusters Score -2.241923e+07 nChanged 234955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215740 members 
Mstep: Class 2 contains 263424 members 
Entering Unmasked Estep 
Score: -22567316.000000 Penalty: 4250.934082
	Iteration 1F: 3 clusters Score -2.256732e+07 nChanged 23903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200473 members 
Mstep: Class 2 contains 278691 members 
Entering Unmasked Estep 
Score: -22578540.000000 Penalty: 4250.934082
	Iteration 2Q: 3 clusters Score -2.257854e+07 nChanged 31369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 301724 members 
Entering Unmasked Estep 
Score: -22597890.000000 Penalty: 4250.934082
	Iteration 3F: 3 clusters Score -2.259789e+07 nChanged 37735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 332479 members 
Entering Unmasked Estep 
Score: -22626348.000000 Penalty: 4250.934082
	Iteration 4F: 3 clusters Score -2.262635e+07 nChanged 39074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Mstep: Class 2 contains 366747 members 
Entering Unmasked Estep 
Score: -22659624.000000 Penalty: 4250.934082
	Iteration 5F: 3 clusters Score -2.265962e+07 nChanged 33091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 397242 members 
Entering Unmasked Estep 
Score: -22690068.000000 Penalty: 4250.934082
	Iteration 6F: 3 clusters Score -2.269007e+07 nChanged 23402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 419382 members 
Entering Unmasked Estep 
Score: -22711308.000000 Penalty: 4250.934082
	Iteration 7Q: 3 clusters Score -2.271131e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 433447 members 
Entering Unmasked Estep 
Score: -22723488.000000 Penalty: 4250.934082
	Iteration 8Q: 3 clusters Score -2.272349e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 442783 members 
Entering Unmasked Estep 
Score: -22730704.000000 Penalty: 4250.934082
	Iteration 9Q: 3 clusters Score -2.27307e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 449450 members 
Entering Unmasked Estep 
Score: -22735340.000000 Penalty: 4250.934082
	Iteration 10Q: 3 clusters Score -2.273534e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 454423 members 
Entering Unmasked Estep 
Score: -22738118.000000 Penalty: 4250.934082
	Iteration 11Q: 3 clusters Score -2.273812e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 458288 members 
Entering Unmasked Estep 
Score: -22740246.000000 Penalty: 4250.934082
	Iteration 12Q: 3 clusters Score -2.274025e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 461367 members 
Entering Unmasked Estep 
Score: -22741788.000000 Penalty: 4250.934082
	Iteration 13Q: 3 clusters Score -2.274179e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 463846 members 
Entering Unmasked Estep 
Score: -22742804.000000 Penalty: 4250.934082
	Iteration 14Q: 3 clusters Score -2.27428e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 465902 members 
Entering Unmasked Estep 
Score: -22743758.000000 Penalty: 4250.934082
	Iteration 15Q: 3 clusters Score -2.274376e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 467620 members 
Entering Unmasked Estep 
Score: -22744542.000000 Penalty: 4250.934082
	Iteration 16Q: 3 clusters Score -2.274454e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 468917 members 
Entering Unmasked Estep 
Score: -22745072.000000 Penalty: 4250.934082
	Iteration 17Q: 3 clusters Score -2.274507e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 470000 members 
Entering Unmasked Estep 
Score: -22745586.000000 Penalty: 4250.934082
	Iteration 18Q: 3 clusters Score -2.274559e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 470796 members 
Entering Unmasked Estep 
Score: -22745964.000000 Penalty: 4250.934082
	Iteration 19Q: 3 clusters Score -2.274596e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 471435 members 
Entering Unmasked Estep 
Score: -22746200.000000 Penalty: 4250.934082
	Iteration 20F: 3 clusters Score -2.27462e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 471920 members 
Entering Unmasked Estep 
Score: -22746352.000000 Penalty: 4250.934082
	Iteration 21Q: 3 clusters Score -2.274635e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 472309 members 
Entering Unmasked Estep 
Score: -22746404.000000 Penalty: 4250.934082
	Iteration 22Q: 3 clusters Score -2.27464e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 472609 members 
Entering Unmasked Estep 
Score: -22746466.000000 Penalty: 4250.934082
	Iteration 23Q: 3 clusters Score -2.274647e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 472848 members 
Entering Unmasked Estep 
Score: -22746582.000000 Penalty: 4250.934082
	Iteration 24Q: 3 clusters Score -2.274658e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 473017 members 
Entering Unmasked Estep 
Score: -22746648.000000 Penalty: 4250.934082
	Iteration 25Q: 3 clusters Score -2.274665e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 473162 members 
Entering Unmasked Estep 
Score: -22746632.000000 Penalty: 4250.934082
	Iteration 26Q: 3 clusters Score -2.274663e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 473267 members 
Entering Unmasked Estep 
Score: -22746654.000000 Penalty: 4250.934082
	Iteration 27Q: 3 clusters Score -2.274665e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 473329 members 
Entering Unmasked Estep 
Score: -22746658.000000 Penalty: 4250.934082
	Iteration 28Q: 3 clusters Score -2.274666e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 473383 members 
Entering Unmasked Estep 
Score: -22746680.000000 Penalty: 4250.934082
	Iteration 29Q: 3 clusters Score -2.274668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 473416 members 
Entering Unmasked Estep 
Score: -22746676.000000 Penalty: 4250.934082
	Iteration 30Q: 3 clusters Score -2.274668e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 473450 members 
Entering Unmasked Estep 
Score: -22746706.000000 Penalty: 4250.934082
	Iteration 31Q: 3 clusters Score -2.274671e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 473491 members 
Entering Unmasked Estep 
Score: -22746712.000000 Penalty: 4250.934082
	Iteration 32Q: 3 clusters Score -2.274671e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 473523 members 
Entering Unmasked Estep 
Score: -22746672.000000 Penalty: 4250.934082
	Iteration 33Q: 3 clusters Score -2.274667e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 473561 members 
Entering Unmasked Estep 
Score: -22746668.000000 Penalty: 4250.934082
	Iteration 34Q: 3 clusters Score -2.274667e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 473602 members 
Entering Unmasked Estep 
Score: -22746666.000000 Penalty: 4250.934082
	Iteration 35Q: 3 clusters Score -2.274667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 473624 members 
Entering Unmasked Estep 
Score: -22746654.000000 Penalty: 4250.934082
	Iteration 36Q: 3 clusters Score -2.274665e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 473655 members 
Entering Unmasked Estep 
Score: -22746656.000000 Penalty: 4250.934082
	Iteration 37Q: 3 clusters Score -2.274666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 473674 members 
Entering Unmasked Estep 
Score: -22746650.000000 Penalty: 4250.934082
	Iteration 38Q: 3 clusters Score -2.274665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 473690 members 
Entering Unmasked Estep 
Score: -22746642.000000 Penalty: 4250.934082
	Iteration 39Q: 3 clusters Score -2.274664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 473711 members 
Entering Unmasked Estep 
Score: -22746644.000000 Penalty: 4250.934082
	Iteration 40F: 3 clusters Score -2.274664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 473725 members 
Entering Unmasked Estep 
Score: -22746642.000000 Penalty: 4250.934082
	Iteration 41Q: 3 clusters Score -2.274664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 473733 members 
Entering Unmasked Estep 
Score: -22746652.000000 Penalty: 4250.934082
	Iteration 42Q: 3 clusters Score -2.274665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 473739 members 
Entering Unmasked Estep 
Score: -22746666.000000 Penalty: 4250.934082
	Iteration 43Q: 3 clusters Score -2.274667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 473746 members 
Entering Unmasked Estep 
Score: -22746642.000000 Penalty: 4250.934082
	Iteration 44Q: 3 clusters Score -2.274664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 473751 members 
Entering Unmasked Estep 
Score: -22746638.000000 Penalty: 4250.934082
	Iteration 45Q: 3 clusters Score -2.274664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 473755 members 
Entering Unmasked Estep 
Score: -22746654.000000 Penalty: 4250.934082
	Iteration 46Q: 3 clusters Score -2.274665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 473757 members 
Entering Unmasked Estep 
Score: -22746654.000000 Penalty: 4250.934082
	Iteration 47Q: 3 clusters Score -2.274665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 473760 members 
Entering Unmasked Estep 
Score: -22746650.000000 Penalty: 4250.934082
	Iteration 48Q: 3 clusters Score -2.274665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 473762 members 
Entering Unmasked Estep 
Score: -22746662.000000 Penalty: 4250.934082
	Iteration 49Q: 3 clusters Score -2.274666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 473763 members 
Entering Unmasked Estep 
Score: -22746656.000000 Penalty: 4250.934082
	Iteration 50Q: 3 clusters Score -2.274666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 473763 members 
Entering Unmasked Estep 
Score: -22746656.000000 Penalty: 4250.934082
	Iteration 51F: 3 clusters Score -2.274666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11860 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 6 contains 473763 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 9 contains 51291 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 29613 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 17 contains 62823 members 
Mstep: Class 18 contains 34485 members 
Mstep: Class 20 contains 69823 members 
Mstep: Class 21 contains 18828 members 
Mstep: Class 22 contains 9156 members 
Mstep: Class 23 contains 16293 members 
Entering Unmasked Estep 
Score: -37491152.000000 Penalty: 37573.226562
Splitting cluster 10 changes total score from -37486012.000000 to -37491152.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (29613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Entering Unmasked Estep 
Score: -1447710.500000 Penalty: 1673.094971
	Iteration 0F: 2 clusters Score -1447710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1427694.125000 Penalty: 3346.189941
	Iteration 0F: 3 clusters Score -1427694 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1435234.000000 Penalty: 3346.189941
	Iteration 1F: 3 clusters Score -1435234 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1435631.750000 Penalty: 3346.189941
	Iteration 2Q: 3 clusters Score -1435632 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1436002.500000 Penalty: 3346.189941
	Iteration 3Q: 3 clusters Score -1436002 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1436355.875000 Penalty: 3346.189941
	Iteration 4Q: 3 clusters Score -1436356 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1436739.250000 Penalty: 3346.189941
	Iteration 5Q: 3 clusters Score -1436739 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1437132.250000 Penalty: 3346.189941
	Iteration 6Q: 3 clusters Score -1437132 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1437606.625000 Penalty: 3346.189941
	Iteration 7Q: 3 clusters Score -1437607 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1438221.625000 Penalty: 3346.189941
	Iteration 8Q: 3 clusters Score -1438222 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1439038.375000 Penalty: 3346.189941
	Iteration 9Q: 3 clusters Score -1439038 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1440077.750000 Penalty: 3346.189941
	Iteration 10Q: 3 clusters Score -1440078 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1441198.875000 Penalty: 3346.189941
	Iteration 11F: 3 clusters Score -1441199 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1442113.375000 Penalty: 3346.189941
	Iteration 12Q: 3 clusters Score -1442113 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1442679.375000 Penalty: 3346.189941
	Iteration 13Q: 3 clusters Score -1442679 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1443016.875000 Penalty: 3346.189941
	Iteration 14Q: 3 clusters Score -1443017 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1443227.500000 Penalty: 3346.189941
	Iteration 15Q: 3 clusters Score -1443228 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1443374.625000 Penalty: 3346.189941
	Iteration 16Q: 3 clusters Score -1443375 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1443493.000000 Penalty: 3346.189941
	Iteration 17Q: 3 clusters Score -1443493 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1443594.625000 Penalty: 3346.189941
	Iteration 18Q: 3 clusters Score -1443595 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1443666.625000 Penalty: 3346.189941
	Iteration 19Q: 3 clusters Score -1443667 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1443735.125000 Penalty: 3346.189941
	Iteration 20F: 3 clusters Score -1443735 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1443798.125000 Penalty: 3346.189941
	Iteration 21Q: 3 clusters Score -1443798 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1443860.250000 Penalty: 3346.189941
	Iteration 22Q: 3 clusters Score -1443860 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1443924.250000 Penalty: 3346.189941
	Iteration 23Q: 3 clusters Score -1443924 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1443982.375000 Penalty: 3346.189941
	Iteration 24Q: 3 clusters Score -1443982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1444029.000000 Penalty: 3346.189941
	Iteration 25Q: 3 clusters Score -1444029 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1444070.250000 Penalty: 3346.189941
	Iteration 26Q: 3 clusters Score -1444070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1444117.625000 Penalty: 3346.189941
	Iteration 27Q: 3 clusters Score -1444118 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1444158.750000 Penalty: 3346.189941
	Iteration 28Q: 3 clusters Score -1444159 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1444204.125000 Penalty: 3346.189941
	Iteration 29Q: 3 clusters Score -1444204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1444248.125000 Penalty: 3346.189941
	Iteration 30Q: 3 clusters Score -1444248 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1444288.250000 Penalty: 3346.189941
	Iteration 31Q: 3 clusters Score -1444288 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1444339.375000 Penalty: 3346.189941
	Iteration 32Q: 3 clusters Score -1444339 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1444400.250000 Penalty: 3346.189941
	Iteration 33Q: 3 clusters Score -1444400 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1444467.750000 Penalty: 3346.189941
	Iteration 34Q: 3 clusters Score -1444468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1444531.000000 Penalty: 3346.189941
	Iteration 35Q: 3 clusters Score -1444531 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1444605.125000 Penalty: 3346.189941
	Iteration 36Q: 3 clusters Score -1444605 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1444660.500000 Penalty: 3346.189941
	Iteration 37Q: 3 clusters Score -1444660 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1444750.375000 Penalty: 3346.189941
	Iteration 38Q: 3 clusters Score -1444750 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1444849.000000 Penalty: 3346.189941
	Iteration 39Q: 3 clusters Score -1444849 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1444954.750000 Penalty: 3346.189941
	Iteration 40F: 3 clusters Score -1444955 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1445039.875000 Penalty: 3346.189941
	Iteration 41Q: 3 clusters Score -1445040 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1445130.000000 Penalty: 3346.189941
	Iteration 42Q: 3 clusters Score -1445130 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1445222.500000 Penalty: 3346.189941
	Iteration 43Q: 3 clusters Score -1445222 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1445328.500000 Penalty: 3346.189941
	Iteration 44Q: 3 clusters Score -1445328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1445409.125000 Penalty: 3346.189941
	Iteration 45Q: 3 clusters Score -1445409 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1445498.250000 Penalty: 3346.189941
	Iteration 46Q: 3 clusters Score -1445498 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1445591.125000 Penalty: 3346.189941
	Iteration 47Q: 3 clusters Score -1445591 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1445680.500000 Penalty: 3346.189941
	Iteration 48Q: 3 clusters Score -1445680 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1445752.250000 Penalty: 3346.189941
	Iteration 49Q: 3 clusters Score -1445752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1445828.250000 Penalty: 3346.189941
	Iteration 50Q: 3 clusters Score -1445828 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1445879.625000 Penalty: 3346.189941
	Iteration 51Q: 3 clusters Score -1445880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1445925.000000 Penalty: 3346.189941
	Iteration 52Q: 3 clusters Score -1445925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1445965.875000 Penalty: 3346.189941
	Iteration 53Q: 3 clusters Score -1445966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1445999.250000 Penalty: 3346.189941
	Iteration 54Q: 3 clusters Score -1445999 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1446038.750000 Penalty: 3346.189941
	Iteration 55Q: 3 clusters Score -1446039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1446074.875000 Penalty: 3346.189941
	Iteration 56Q: 3 clusters Score -1446075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1446105.125000 Penalty: 3346.189941
	Iteration 57Q: 3 clusters Score -1446105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1446131.875000 Penalty: 3346.189941
	Iteration 58Q: 3 clusters Score -1446132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1446153.250000 Penalty: 3346.189941
	Iteration 59Q: 3 clusters Score -1446153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1446177.750000 Penalty: 3346.189941
	Iteration 60F: 3 clusters Score -1446178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1446192.500000 Penalty: 3346.189941
	Iteration 61Q: 3 clusters Score -1446192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1446209.000000 Penalty: 3346.189941
	Iteration 62Q: 3 clusters Score -1446209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1446229.125000 Penalty: 3346.189941
	Iteration 63Q: 3 clusters Score -1446229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1446242.250000 Penalty: 3346.189941
	Iteration 64Q: 3 clusters Score -1446242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1446255.750000 Penalty: 3346.189941
	Iteration 65Q: 3 clusters Score -1446256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1446264.125000 Penalty: 3346.189941
	Iteration 66Q: 3 clusters Score -1446264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1446276.000000 Penalty: 3346.189941
	Iteration 67Q: 3 clusters Score -1446276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1446282.375000 Penalty: 3346.189941
	Iteration 68Q: 3 clusters Score -1446282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1446287.250000 Penalty: 3346.189941
	Iteration 69Q: 3 clusters Score -1446287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1446290.250000 Penalty: 3346.189941
	Iteration 70Q: 3 clusters Score -1446290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1446290.625000 Penalty: 3346.189941
	Iteration 71Q: 3 clusters Score -1446291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1446292.625000 Penalty: 3346.189941
	Iteration 72Q: 3 clusters Score -1446293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1446293.000000 Penalty: 3346.189941
	Iteration 73Q: 3 clusters Score -1446293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1446292.875000 Penalty: 3346.189941
	Iteration 74Q: 3 clusters Score -1446293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1446292.500000 Penalty: 3346.189941
	Iteration 75Q: 3 clusters Score -1446292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1446293.125000 Penalty: 3346.189941
	Iteration 76Q: 3 clusters Score -1446293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1446293.125000 Penalty: 3346.189941
	Iteration 77F: 3 clusters Score -1446293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -146937.265625 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -146937.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -144231.000000 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -144231 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -144863.375000 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -144863.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -145018.484375 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -145018.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -145130.437500 Penalty: 2598.912598
	Iteration 3F: 3 clusters Score -145130.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -145209.859375 Penalty: 2598.912598
	Iteration 4Q: 3 clusters Score -145209.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -145274.984375 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -145275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -145329.390625 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -145329.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -145383.953125 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -145384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -145443.343750 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -145443.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -145498.062500 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -145498.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -145542.328125 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -145542.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -145576.468750 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -145576.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -145614.437500 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -145614.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -145643.234375 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -145643.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -145664.843750 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -145664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -145682.031250 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -145682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -145699.953125 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -145700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -145719.765625 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -145719.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -145734.046875 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -145734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -145744.937500 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -145744.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -145759.343750 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -145759.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -145767.921875 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -145767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -145773.781250 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -145773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -145776.750000 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -145776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -145779.437500 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -145779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -145781.687500 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -145781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -145785.312500 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -145785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -145788.421875 Penalty: 2598.912598
	Iteration 27Q: 3 clusters Score -145788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -145790.343750 Penalty: 2598.912598
	Iteration 28Q: 3 clusters Score -145790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -145791.500000 Penalty: 2598.912598
	Iteration 29Q: 3 clusters Score -145791.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -145792.937500 Penalty: 2598.912598
	Iteration 30Q: 3 clusters Score -145792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -145794.078125 Penalty: 2598.912598
	Iteration 31Q: 3 clusters Score -145794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -145795.109375 Penalty: 2598.912598
	Iteration 32Q: 3 clusters Score -145795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -145795.765625 Penalty: 2598.912598
	Iteration 33Q: 3 clusters Score -145795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -145796.359375 Penalty: 2598.912598
	Iteration 34Q: 3 clusters Score -145796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -145796.859375 Penalty: 2598.912598
	Iteration 35Q: 3 clusters Score -145796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -145797.671875 Penalty: 2598.912598
	Iteration 36Q: 3 clusters Score -145797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -145798.296875 Penalty: 2598.912598
	Iteration 37Q: 3 clusters Score -145798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -145798.531250 Penalty: 2598.912598
	Iteration 38Q: 3 clusters Score -145798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -145798.687500 Penalty: 2598.912598
	Iteration 39Q: 3 clusters Score -145798.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -145798.687500 Penalty: 2598.912598
	Iteration 40F: 3 clusters Score -145798.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Entering Unmasked Estep 
Score: -3077167.500000 Penalty: 1795.312500
	Iteration 0F: 2 clusters Score -3077168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3034861.500000 Penalty: 3590.625000
	Iteration 0F: 3 clusters Score -3034862 nChanged 29823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -3051837.500000 Penalty: 3590.625000
	Iteration 1F: 3 clusters Score -3051838 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -3052274.750000 Penalty: 3590.625000
	Iteration 2Q: 3 clusters Score -3052275 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3052843.250000 Penalty: 3590.625000
	Iteration 3Q: 3 clusters Score -3052843 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3053689.500000 Penalty: 3590.625000
	Iteration 4Q: 3 clusters Score -3053690 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -3055332.000000 Penalty: 3590.625000
	Iteration 5Q: 3 clusters Score -3055332 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -3058414.750000 Penalty: 3590.625000
	Iteration 6F: 3 clusters Score -3058415 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -3063249.750000 Penalty: 3590.625000
	Iteration 7F: 3 clusters Score -3063250 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -3068797.750000 Penalty: 3590.625000
	Iteration 8F: 3 clusters Score -3068798 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -3073211.250000 Penalty: 3590.625000
	Iteration 9F: 3 clusters Score -3073211 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -3075546.750000 Penalty: 3590.625000
	Iteration 10Q: 3 clusters Score -3075547 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -3076634.000000 Penalty: 3590.625000
	Iteration 11Q: 3 clusters Score -3076634 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -3077236.000000 Penalty: 3590.625000
	Iteration 12Q: 3 clusters Score -3077236 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -3077674.000000 Penalty: 3590.625000
	Iteration 13Q: 3 clusters Score -3077674 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -3078014.250000 Penalty: 3590.625000
	Iteration 14Q: 3 clusters Score -3078014 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -3078287.750000 Penalty: 3590.625000
	Iteration 15Q: 3 clusters Score -3078288 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -3078486.000000 Penalty: 3590.625000
	Iteration 16Q: 3 clusters Score -3078486 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -3078652.500000 Penalty: 3590.625000
	Iteration 17Q: 3 clusters Score -3078652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -3078768.000000 Penalty: 3590.625000
	Iteration 18Q: 3 clusters Score -3078768 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -3078880.000000 Penalty: 3590.625000
	Iteration 19Q: 3 clusters Score -3078880 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -3079003.750000 Penalty: 3590.625000
	Iteration 20F: 3 clusters Score -3079004 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -3079070.750000 Penalty: 3590.625000
	Iteration 21Q: 3 clusters Score -3079071 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -3079134.750000 Penalty: 3590.625000
	Iteration 22Q: 3 clusters Score -3079135 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -3079188.750000 Penalty: 3590.625000
	Iteration 23Q: 3 clusters Score -3079189 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -3079245.500000 Penalty: 3590.625000
	Iteration 24Q: 3 clusters Score -3079246 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -3079271.000000 Penalty: 3590.625000
	Iteration 25Q: 3 clusters Score -3079271 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -3079298.250000 Penalty: 3590.625000
	Iteration 26Q: 3 clusters Score -3079298 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -3079319.250000 Penalty: 3590.625000
	Iteration 27Q: 3 clusters Score -3079319 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -3079358.000000 Penalty: 3590.625000
	Iteration 28Q: 3 clusters Score -3079358 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -3079382.250000 Penalty: 3590.625000
	Iteration 29Q: 3 clusters Score -3079382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -3079387.250000 Penalty: 3590.625000
	Iteration 30Q: 3 clusters Score -3079387 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -3079395.000000 Penalty: 3590.625000
	Iteration 31Q: 3 clusters Score -3079395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -3079411.750000 Penalty: 3590.625000
	Iteration 32Q: 3 clusters Score -3079412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -3079415.000000 Penalty: 3590.625000
	Iteration 33Q: 3 clusters Score -3079415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -3079428.500000 Penalty: 3590.625000
	Iteration 34Q: 3 clusters Score -3079428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -3079433.250000 Penalty: 3590.625000
	Iteration 35Q: 3 clusters Score -3079433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -3079435.000000 Penalty: 3590.625000
	Iteration 36Q: 3 clusters Score -3079435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -3079440.000000 Penalty: 3590.625000
	Iteration 37Q: 3 clusters Score -3079440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -3079448.500000 Penalty: 3590.625000
	Iteration 38Q: 3 clusters Score -3079448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -3079449.750000 Penalty: 3590.625000
	Iteration 39Q: 3 clusters Score -3079450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -3079461.500000 Penalty: 3590.625000
	Iteration 40F: 3 clusters Score -3079462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -3079468.500000 Penalty: 3590.625000
	Iteration 41Q: 3 clusters Score -3079468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -3079473.000000 Penalty: 3590.625000
	Iteration 42Q: 3 clusters Score -3079473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -3079457.750000 Penalty: 3590.625000
	Iteration 43Q: 3 clusters Score -3079458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -3079463.250000 Penalty: 3590.625000
	Iteration 44Q: 3 clusters Score -3079463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -3079461.000000 Penalty: 3590.625000
	Iteration 45Q: 3 clusters Score -3079461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -3079468.000000 Penalty: 3590.625000
	Iteration 46Q: 3 clusters Score -3079468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -3079470.750000 Penalty: 3590.625000
	Iteration 47Q: 3 clusters Score -3079471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -3079471.000000 Penalty: 3590.625000
	Iteration 48Q: 3 clusters Score -3079471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -3079468.500000 Penalty: 3590.625000
	Iteration 49Q: 3 clusters Score -3079468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -3079475.250000 Penalty: 3590.625000
	Iteration 50Q: 3 clusters Score -3079475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -3079483.750000 Penalty: 3590.625000
	Iteration 51Q: 3 clusters Score -3079484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -3079490.000000 Penalty: 3590.625000
	Iteration 52Q: 3 clusters Score -3079490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -3079487.000000 Penalty: 3590.625000
	Iteration 53Q: 3 clusters Score -3079487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -3079486.000000 Penalty: 3590.625000
	Iteration 54Q: 3 clusters Score -3079486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -3079489.000000 Penalty: 3590.625000
	Iteration 55Q: 3 clusters Score -3079489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -3079489.000000 Penalty: 3590.625000
	Iteration 56Q: 3 clusters Score -3079489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -3079490.250000 Penalty: 3590.625000
	Iteration 57Q: 3 clusters Score -3079490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -3079486.750000 Penalty: 3590.625000
	Iteration 58Q: 3 clusters Score -3079487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -3079488.750000 Penalty: 3590.625000
	Iteration 59Q: 3 clusters Score -3079489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -3079485.500000 Penalty: 3590.625000
	Iteration 60F: 3 clusters Score -3079486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -3079489.000000 Penalty: 3590.625000
	Iteration 61Q: 3 clusters Score -3079489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -3079482.000000 Penalty: 3590.625000
	Iteration 62Q: 3 clusters Score -3079482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -3079482.250000 Penalty: 3590.625000
	Iteration 63Q: 3 clusters Score -3079482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -3079482.250000 Penalty: 3590.625000
	Iteration 64F: 3 clusters Score -3079482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11860 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 6 contains 473763 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 59127 members 
Mstep: Class 9 contains 51291 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 29613 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 34485 members 
Mstep: Class 20 contains 69823 members 
Mstep: Class 21 contains 18828 members 
Mstep: Class 22 contains 9156 members 
Mstep: Class 23 contains 16293 members 
Entering Unmasked Estep 
Score: -37493280.000000 Penalty: 39783.414062
Splitting cluster 17 changes total score from -37486012.000000 to -37493280.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 18 (34485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Entering Unmasked Estep 
Score: -1708684.750000 Penalty: 1697.845459
	Iteration 0F: 2 clusters Score -1708685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1685693.000000 Penalty: 3395.690918
	Iteration 0F: 3 clusters Score -1685693 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1695385.500000 Penalty: 3395.690918
	Iteration 1F: 3 clusters Score -1695386 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1696580.875000 Penalty: 3395.690918
	Iteration 2F: 3 clusters Score -1696581 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1698178.000000 Penalty: 3395.690918
	Iteration 3F: 3 clusters Score -1698178 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1700267.500000 Penalty: 3395.690918
	Iteration 4F: 3 clusters Score -1700268 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1702587.000000 Penalty: 3395.690918
	Iteration 5F: 3 clusters Score -1702587 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -1704179.875000 Penalty: 3395.690918
	Iteration 6F: 3 clusters Score -1704180 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -1704893.125000 Penalty: 3395.690918
	Iteration 7Q: 3 clusters Score -1704893 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1705220.625000 Penalty: 3395.690918
	Iteration 8Q: 3 clusters Score -1705221 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -1705450.875000 Penalty: 3395.690918
	Iteration 9Q: 3 clusters Score -1705451 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -1705664.500000 Penalty: 3395.690918
	Iteration 10Q: 3 clusters Score -1705664 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -1705838.750000 Penalty: 3395.690918
	Iteration 11Q: 3 clusters Score -1705839 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -1705998.250000 Penalty: 3395.690918
	Iteration 12Q: 3 clusters Score -1705998 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -1706131.875000 Penalty: 3395.690918
	Iteration 13Q: 3 clusters Score -1706132 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -1706239.000000 Penalty: 3395.690918
	Iteration 14Q: 3 clusters Score -1706239 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -1706318.500000 Penalty: 3395.690918
	Iteration 15Q: 3 clusters Score -1706318 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -1706397.000000 Penalty: 3395.690918
	Iteration 16Q: 3 clusters Score -1706397 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -1706490.500000 Penalty: 3395.690918
	Iteration 17Q: 3 clusters Score -1706490 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -1706561.125000 Penalty: 3395.690918
	Iteration 18Q: 3 clusters Score -1706561 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -1706623.000000 Penalty: 3395.690918
	Iteration 19Q: 3 clusters Score -1706623 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -1706686.000000 Penalty: 3395.690918
	Iteration 20F: 3 clusters Score -1706686 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -1706743.875000 Penalty: 3395.690918
	Iteration 21Q: 3 clusters Score -1706744 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -1706797.750000 Penalty: 3395.690918
	Iteration 22Q: 3 clusters Score -1706798 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1706864.625000 Penalty: 3395.690918
	Iteration 23Q: 3 clusters Score -1706865 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -1706928.625000 Penalty: 3395.690918
	Iteration 24Q: 3 clusters Score -1706929 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -1706975.375000 Penalty: 3395.690918
	Iteration 25Q: 3 clusters Score -1706975 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -1707044.750000 Penalty: 3395.690918
	Iteration 26Q: 3 clusters Score -1707045 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -1707093.875000 Penalty: 3395.690918
	Iteration 27Q: 3 clusters Score -1707094 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -1707145.875000 Penalty: 3395.690918
	Iteration 28Q: 3 clusters Score -1707146 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -1707204.250000 Penalty: 3395.690918
	Iteration 29Q: 3 clusters Score -1707204 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -1707250.500000 Penalty: 3395.690918
	Iteration 30Q: 3 clusters Score -1707250 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -1707314.125000 Penalty: 3395.690918
	Iteration 31Q: 3 clusters Score -1707314 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -1707367.000000 Penalty: 3395.690918
	Iteration 32Q: 3 clusters Score -1707367 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -1707427.250000 Penalty: 3395.690918
	Iteration 33Q: 3 clusters Score -1707427 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -1707477.125000 Penalty: 3395.690918
	Iteration 34Q: 3 clusters Score -1707477 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -1707518.250000 Penalty: 3395.690918
	Iteration 35Q: 3 clusters Score -1707518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -1707546.750000 Penalty: 3395.690918
	Iteration 36Q: 3 clusters Score -1707547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -1707568.625000 Penalty: 3395.690918
	Iteration 37Q: 3 clusters Score -1707569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -1707585.125000 Penalty: 3395.690918
	Iteration 38Q: 3 clusters Score -1707585 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -1707604.625000 Penalty: 3395.690918
	Iteration 39Q: 3 clusters Score -1707605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -1707629.750000 Penalty: 3395.690918
	Iteration 40F: 3 clusters Score -1707630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -1707653.875000 Penalty: 3395.690918
	Iteration 41Q: 3 clusters Score -1707654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -1707664.375000 Penalty: 3395.690918
	Iteration 42Q: 3 clusters Score -1707664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -1707676.375000 Penalty: 3395.690918
	Iteration 43Q: 3 clusters Score -1707676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -1707681.500000 Penalty: 3395.690918
	Iteration 44Q: 3 clusters Score -1707682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -1707699.125000 Penalty: 3395.690918
	Iteration 45Q: 3 clusters Score -1707699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -1707717.750000 Penalty: 3395.690918
	Iteration 46Q: 3 clusters Score -1707718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -1707730.625000 Penalty: 3395.690918
	Iteration 47Q: 3 clusters Score -1707731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -1707743.125000 Penalty: 3395.690918
	Iteration 48Q: 3 clusters Score -1707743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -1707757.750000 Penalty: 3395.690918
	Iteration 49Q: 3 clusters Score -1707758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -1707768.125000 Penalty: 3395.690918
	Iteration 50Q: 3 clusters Score -1707768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -1707774.375000 Penalty: 3395.690918
	Iteration 51Q: 3 clusters Score -1707774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -1707778.125000 Penalty: 3395.690918
	Iteration 52Q: 3 clusters Score -1707778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -1707790.000000 Penalty: 3395.690918
	Iteration 53Q: 3 clusters Score -1707790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -1707797.125000 Penalty: 3395.690918
	Iteration 54Q: 3 clusters Score -1707797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -1707801.625000 Penalty: 3395.690918
	Iteration 55Q: 3 clusters Score -1707802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -1707803.250000 Penalty: 3395.690918
	Iteration 56Q: 3 clusters Score -1707803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -1707805.625000 Penalty: 3395.690918
	Iteration 57Q: 3 clusters Score -1707806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -1707803.625000 Penalty: 3395.690918
	Iteration 58Q: 3 clusters Score -1707804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -1707808.250000 Penalty: 3395.690918
	Iteration 59Q: 3 clusters Score -1707808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -1707811.250000 Penalty: 3395.690918
	Iteration 60F: 3 clusters Score -1707811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -1707812.875000 Penalty: 3395.690918
	Iteration 61Q: 3 clusters Score -1707813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -1707816.625000 Penalty: 3395.690918
	Iteration 62Q: 3 clusters Score -1707817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -1707818.875000 Penalty: 3395.690918
	Iteration 63Q: 3 clusters Score -1707819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -1707822.625000 Penalty: 3395.690918
	Iteration 64Q: 3 clusters Score -1707823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -1707822.375000 Penalty: 3395.690918
	Iteration 65Q: 3 clusters Score -1707822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -1707821.875000 Penalty: 3395.690918
	Iteration 66Q: 3 clusters Score -1707822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -1707821.625000 Penalty: 3395.690918
	Iteration 67Q: 3 clusters Score -1707822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -1707823.000000 Penalty: 3395.690918
	Iteration 68Q: 3 clusters Score -1707823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -1707824.625000 Penalty: 3395.690918
	Iteration 69Q: 3 clusters Score -1707825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -1707831.000000 Penalty: 3395.690918
	Iteration 70Q: 3 clusters Score -1707831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -1707831.125000 Penalty: 3395.690918
	Iteration 71Q: 3 clusters Score -1707831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -1707834.500000 Penalty: 3395.690918
	Iteration 72Q: 3 clusters Score -1707834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -1707834.375000 Penalty: 3395.690918
	Iteration 73Q: 3 clusters Score -1707834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -1707836.250000 Penalty: 3395.690918
	Iteration 74Q: 3 clusters Score -1707836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1707837.250000 Penalty: 3395.690918
	Iteration 75Q: 3 clusters Score -1707837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -1707837.625000 Penalty: 3395.690918
	Iteration 76Q: 3 clusters Score -1707838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -1707840.250000 Penalty: 3395.690918
	Iteration 77Q: 3 clusters Score -1707840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -1707842.625000 Penalty: 3395.690918
	Iteration 78Q: 3 clusters Score -1707843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -1707841.000000 Penalty: 3395.690918
	Iteration 79Q: 3 clusters Score -1707841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -1707843.875000 Penalty: 3395.690918
	Iteration 80F: 3 clusters Score -1707844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -1707841.875000 Penalty: 3395.690918
	Iteration 81Q: 3 clusters Score -1707842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -1707848.375000 Penalty: 3395.690918
	Iteration 82Q: 3 clusters Score -1707848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -1707852.750000 Penalty: 3395.690918
	Iteration 83Q: 3 clusters Score -1707853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -1707852.875000 Penalty: 3395.690918
	Iteration 84Q: 3 clusters Score -1707853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -1707853.750000 Penalty: 3395.690918
	Iteration 85Q: 3 clusters Score -1707854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -1707852.375000 Penalty: 3395.690918
	Iteration 86Q: 3 clusters Score -1707852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -1707852.750000 Penalty: 3395.690918
	Iteration 87Q: 3 clusters Score -1707853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -1707853.250000 Penalty: 3395.690918
	Iteration 88Q: 3 clusters Score -1707853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -1707853.250000 Penalty: 3395.690918
	Iteration 89Q: 3 clusters Score -1707853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -1707853.250000 Penalty: 3395.690918
	Iteration 90F: 3 clusters Score -1707853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Entering Unmasked Estep 
Score: -3335934.000000 Penalty: 1812.479370
	Iteration 0F: 2 clusters Score -3335934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -3289280.250000 Penalty: 3624.958740
	Iteration 0F: 3 clusters Score -3289280 nChanged 33218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -3308395.250000 Penalty: 3624.958740
	Iteration 1F: 3 clusters Score -3308395 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -3309193.250000 Penalty: 3624.958740
	Iteration 2Q: 3 clusters Score -3309193 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -3310202.000000 Penalty: 3624.958740
	Iteration 3Q: 3 clusters Score -3310202 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -3311589.250000 Penalty: 3624.958740
	Iteration 4Q: 3 clusters Score -3311589 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -3313670.250000 Penalty: 3624.958740
	Iteration 5F: 3 clusters Score -3313670 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -3316693.000000 Penalty: 3624.958740
	Iteration 6F: 3 clusters Score -3316693 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -3320722.500000 Penalty: 3624.958740
	Iteration 7F: 3 clusters Score -3320722 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -3324926.000000 Penalty: 3624.958740
	Iteration 8F: 3 clusters Score -3324926 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -3328384.000000 Penalty: 3624.958740
	Iteration 9F: 3 clusters Score -3328384 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -3330598.750000 Penalty: 3624.958740
	Iteration 10Q: 3 clusters Score -3330599 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -3332045.000000 Penalty: 3624.958740
	Iteration 11Q: 3 clusters Score -3332045 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -3333009.750000 Penalty: 3624.958740
	Iteration 12Q: 3 clusters Score -3333010 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -3333578.750000 Penalty: 3624.958740
	Iteration 13Q: 3 clusters Score -3333579 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -3333949.000000 Penalty: 3624.958740
	Iteration 14Q: 3 clusters Score -3333949 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -3334202.750000 Penalty: 3624.958740
	Iteration 15Q: 3 clusters Score -3334203 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -3334343.250000 Penalty: 3624.958740
	Iteration 16Q: 3 clusters Score -3334343 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -3334435.000000 Penalty: 3624.958740
	Iteration 17Q: 3 clusters Score -3334435 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -3334481.000000 Penalty: 3624.958740
	Iteration 18Q: 3 clusters Score -3334481 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -3334516.250000 Penalty: 3624.958740
	Iteration 19Q: 3 clusters Score -3334516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -3334537.250000 Penalty: 3624.958740
	Iteration 20F: 3 clusters Score -3334537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -3334575.000000 Penalty: 3624.958740
	Iteration 21Q: 3 clusters Score -3334575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -3334588.750000 Penalty: 3624.958740
	Iteration 22Q: 3 clusters Score -3334589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -3334611.750000 Penalty: 3624.958740
	Iteration 23Q: 3 clusters Score -3334612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -3334626.500000 Penalty: 3624.958740
	Iteration 24Q: 3 clusters Score -3334626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -3334639.250000 Penalty: 3624.958740
	Iteration 25Q: 3 clusters Score -3334639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -3334657.000000 Penalty: 3624.958740
	Iteration 26Q: 3 clusters Score -3334657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -3334668.500000 Penalty: 3624.958740
	Iteration 27Q: 3 clusters Score -3334668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -3334668.250000 Penalty: 3624.958740
	Iteration 28Q: 3 clusters Score -3334668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -3334682.000000 Penalty: 3624.958740
	Iteration 29Q: 3 clusters Score -3334682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -3334689.250000 Penalty: 3624.958740
	Iteration 30Q: 3 clusters Score -3334689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -3334694.000000 Penalty: 3624.958740
	Iteration 31Q: 3 clusters Score -3334694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -3334698.250000 Penalty: 3624.958740
	Iteration 32Q: 3 clusters Score -3334698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -3334693.250000 Penalty: 3624.958740
	Iteration 33Q: 3 clusters Score -3334693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -3334692.500000 Penalty: 3624.958740
	Iteration 34Q: 3 clusters Score -3334692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -3334701.250000 Penalty: 3624.958740
	Iteration 35Q: 3 clusters Score -3334701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -3334702.000000 Penalty: 3624.958740
	Iteration 36Q: 3 clusters Score -3334702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -3334711.250000 Penalty: 3624.958740
	Iteration 37Q: 3 clusters Score -3334711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -3334725.250000 Penalty: 3624.958740
	Iteration 38Q: 3 clusters Score -3334725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -3334722.250000 Penalty: 3624.958740
	Iteration 39Q: 3 clusters Score -3334722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -3334730.750000 Penalty: 3624.958740
	Iteration 40F: 3 clusters Score -3334731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -3334735.500000 Penalty: 3624.958740
	Iteration 41Q: 3 clusters Score -3334736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -3334744.000000 Penalty: 3624.958740
	Iteration 42Q: 3 clusters Score -3334744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -3334753.500000 Penalty: 3624.958740
	Iteration 43Q: 3 clusters Score -3334754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -3334766.750000 Penalty: 3624.958740
	Iteration 44Q: 3 clusters Score -3334767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -3334774.500000 Penalty: 3624.958740
	Iteration 45Q: 3 clusters Score -3334774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -3334770.750000 Penalty: 3624.958740
	Iteration 46Q: 3 clusters Score -3334771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -3334778.000000 Penalty: 3624.958740
	Iteration 47Q: 3 clusters Score -3334778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -3334785.000000 Penalty: 3624.958740
	Iteration 48Q: 3 clusters Score -3334785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -3334779.500000 Penalty: 3624.958740
	Iteration 49Q: 3 clusters Score -3334780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -3334782.500000 Penalty: 3624.958740
	Iteration 50Q: 3 clusters Score -3334782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -3334783.250000 Penalty: 3624.958740
	Iteration 51Q: 3 clusters Score -3334783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -3334784.000000 Penalty: 3624.958740
	Iteration 52Q: 3 clusters Score -3334784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -3334787.750000 Penalty: 3624.958740
	Iteration 53Q: 3 clusters Score -3334788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -3334786.750000 Penalty: 3624.958740
	Iteration 54Q: 3 clusters Score -3334787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -3334792.250000 Penalty: 3624.958740
	Iteration 55Q: 3 clusters Score -3334792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -3334789.250000 Penalty: 3624.958740
	Iteration 56Q: 3 clusters Score -3334789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -3334786.000000 Penalty: 3624.958740
	Iteration 57Q: 3 clusters Score -3334786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -3334785.750000 Penalty: 3624.958740
	Iteration 58Q: 3 clusters Score -3334786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -3334785.250000 Penalty: 3624.958740
	Iteration 59Q: 3 clusters Score -3334785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -3334785.250000 Penalty: 3624.958740
	Iteration 60F: 3 clusters Score -3334785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Entering Unmasked Estep 
Score: -906178.750000 Penalty: 1599.503784
	Iteration 0F: 2 clusters Score -906178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -893245.375000 Penalty: 3199.007568
	Iteration 0F: 3 clusters Score -893245.4 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -897839.937500 Penalty: 3199.007568
	Iteration 1F: 3 clusters Score -897839.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -898096.187500 Penalty: 3199.007568
	Iteration 2Q: 3 clusters Score -898096.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -898299.375000 Penalty: 3199.007568
	Iteration 3Q: 3 clusters Score -898299.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -898494.125000 Penalty: 3199.007568
	Iteration 4Q: 3 clusters Score -898494.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -898692.187500 Penalty: 3199.007568
	Iteration 5Q: 3 clusters Score -898692.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -898910.125000 Penalty: 3199.007568
	Iteration 6Q: 3 clusters Score -898910.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -899180.625000 Penalty: 3199.007568
	Iteration 7Q: 3 clusters Score -899180.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -899544.000000 Penalty: 3199.007568
	Iteration 8Q: 3 clusters Score -899544 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -900104.187500 Penalty: 3199.007568
	Iteration 9Q: 3 clusters Score -900104.2 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -900889.750000 Penalty: 3199.007568
	Iteration 10F: 3 clusters Score -900889.8 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -901880.562500 Penalty: 3199.007568
	Iteration 11F: 3 clusters Score -901880.6 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -902866.562500 Penalty: 3199.007568
	Iteration 12F: 3 clusters Score -902866.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -903499.812500 Penalty: 3199.007568
	Iteration 13Q: 3 clusters Score -903499.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -903906.875000 Penalty: 3199.007568
	Iteration 14Q: 3 clusters Score -903906.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -904243.687500 Penalty: 3199.007568
	Iteration 15Q: 3 clusters Score -904243.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -904491.312500 Penalty: 3199.007568
	Iteration 16Q: 3 clusters Score -904491.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -904658.500000 Penalty: 3199.007568
	Iteration 17Q: 3 clusters Score -904658.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -904768.687500 Penalty: 3199.007568
	Iteration 18Q: 3 clusters Score -904768.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -904858.687500 Penalty: 3199.007568
	Iteration 19Q: 3 clusters Score -904858.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -904915.687500 Penalty: 3199.007568
	Iteration 20F: 3 clusters Score -904915.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -904953.000000 Penalty: 3199.007568
	Iteration 21Q: 3 clusters Score -904953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -904986.687500 Penalty: 3199.007568
	Iteration 22Q: 3 clusters Score -904986.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -905007.750000 Penalty: 3199.007568
	Iteration 23Q: 3 clusters Score -905007.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -905023.062500 Penalty: 3199.007568
	Iteration 24Q: 3 clusters Score -905023.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -905036.500000 Penalty: 3199.007568
	Iteration 25Q: 3 clusters Score -905036.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -905047.875000 Penalty: 3199.007568
	Iteration 26Q: 3 clusters Score -905047.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -905056.687500 Penalty: 3199.007568
	Iteration 27Q: 3 clusters Score -905056.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -905066.812500 Penalty: 3199.007568
	Iteration 28Q: 3 clusters Score -905066.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -905069.687500 Penalty: 3199.007568
	Iteration 29Q: 3 clusters Score -905069.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -905077.000000 Penalty: 3199.007568
	Iteration 30Q: 3 clusters Score -905077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -905080.000000 Penalty: 3199.007568
	Iteration 31Q: 3 clusters Score -905080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -905087.875000 Penalty: 3199.007568
	Iteration 32Q: 3 clusters Score -905087.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -905093.812500 Penalty: 3199.007568
	Iteration 33Q: 3 clusters Score -905093.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -905098.562500 Penalty: 3199.007568
	Iteration 34Q: 3 clusters Score -905098.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -905105.125000 Penalty: 3199.007568
	Iteration 35Q: 3 clusters Score -905105.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -905111.687500 Penalty: 3199.007568
	Iteration 36Q: 3 clusters Score -905111.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -905117.187500 Penalty: 3199.007568
	Iteration 37Q: 3 clusters Score -905117.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -905121.937500 Penalty: 3199.007568
	Iteration 38Q: 3 clusters Score -905121.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -905123.437500 Penalty: 3199.007568
	Iteration 39Q: 3 clusters Score -905123.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -905130.625000 Penalty: 3199.007568
	Iteration 40F: 3 clusters Score -905130.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -905136.187500 Penalty: 3199.007568
	Iteration 41Q: 3 clusters Score -905136.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -905141.937500 Penalty: 3199.007568
	Iteration 42Q: 3 clusters Score -905141.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -905144.437500 Penalty: 3199.007568
	Iteration 43Q: 3 clusters Score -905144.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -905149.812500 Penalty: 3199.007568
	Iteration 44Q: 3 clusters Score -905149.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -905157.687500 Penalty: 3199.007568
	Iteration 45Q: 3 clusters Score -905157.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -905165.750000 Penalty: 3199.007568
	Iteration 46Q: 3 clusters Score -905165.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -905171.312500 Penalty: 3199.007568
	Iteration 47Q: 3 clusters Score -905171.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -905175.750000 Penalty: 3199.007568
	Iteration 48Q: 3 clusters Score -905175.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -905176.750000 Penalty: 3199.007568
	Iteration 49Q: 3 clusters Score -905176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -905178.687500 Penalty: 3199.007568
	Iteration 50Q: 3 clusters Score -905178.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -905182.500000 Penalty: 3199.007568
	Iteration 51Q: 3 clusters Score -905182.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -905185.500000 Penalty: 3199.007568
	Iteration 52Q: 3 clusters Score -905185.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -905190.562500 Penalty: 3199.007568
	Iteration 53Q: 3 clusters Score -905190.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -905192.187500 Penalty: 3199.007568
	Iteration 54Q: 3 clusters Score -905192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -905191.625000 Penalty: 3199.007568
	Iteration 55Q: 3 clusters Score -905191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -905192.625000 Penalty: 3199.007568
	Iteration 56Q: 3 clusters Score -905192.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -905193.937500 Penalty: 3199.007568
	Iteration 57Q: 3 clusters Score -905193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -905196.562500 Penalty: 3199.007568
	Iteration 58Q: 3 clusters Score -905196.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -905196.000000 Penalty: 3199.007568
	Iteration 59Q: 3 clusters Score -905196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -905198.437500 Penalty: 3199.007568
	Iteration 60F: 3 clusters Score -905198.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -905197.500000 Penalty: 3199.007568
	Iteration 61Q: 3 clusters Score -905197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -905198.500000 Penalty: 3199.007568
	Iteration 62Q: 3 clusters Score -905198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -905200.125000 Penalty: 3199.007568
	Iteration 63Q: 3 clusters Score -905200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -905201.125000 Penalty: 3199.007568
	Iteration 64Q: 3 clusters Score -905201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -905201.937500 Penalty: 3199.007568
	Iteration 65Q: 3 clusters Score -905201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -905203.562500 Penalty: 3199.007568
	Iteration 66Q: 3 clusters Score -905203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -905204.187500 Penalty: 3199.007568
	Iteration 67Q: 3 clusters Score -905204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -905204.437500 Penalty: 3199.007568
	Iteration 68Q: 3 clusters Score -905204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -905204.375000 Penalty: 3199.007568
	Iteration 69Q: 3 clusters Score -905204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -905206.500000 Penalty: 3199.007568
	Iteration 70Q: 3 clusters Score -905206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -905207.375000 Penalty: 3199.007568
	Iteration 71Q: 3 clusters Score -905207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -905207.375000 Penalty: 3199.007568
	Iteration 72F: 3 clusters Score -905207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Entering Unmasked Estep 
Score: -460753.093750 Penalty: 1482.351807
	Iteration 0F: 2 clusters Score -460753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -454104.812500 Penalty: 2964.703613
	Iteration 0F: 3 clusters Score -454104.8 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -456238.468750 Penalty: 2964.703613
	Iteration 1F: 3 clusters Score -456238.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -456541.125000 Penalty: 2964.703613
	Iteration 2F: 3 clusters Score -456541.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -456768.000000 Penalty: 2964.703613
	Iteration 3F: 3 clusters Score -456768 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -456958.968750 Penalty: 2964.703613
	Iteration 4Q: 3 clusters Score -456959 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -457136.031250 Penalty: 2964.703613
	Iteration 5Q: 3 clusters Score -457136 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -457307.625000 Penalty: 2964.703613
	Iteration 6Q: 3 clusters Score -457307.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -457475.375000 Penalty: 2964.703613
	Iteration 7Q: 3 clusters Score -457475.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -457641.062500 Penalty: 2964.703613
	Iteration 8Q: 3 clusters Score -457641.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -457842.531250 Penalty: 2964.703613
	Iteration 9Q: 3 clusters Score -457842.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -458061.875000 Penalty: 2964.703613
	Iteration 10Q: 3 clusters Score -458061.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -458285.031250 Penalty: 2964.703613
	Iteration 11Q: 3 clusters Score -458285 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -458463.406250 Penalty: 2964.703613
	Iteration 12Q: 3 clusters Score -458463.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -458594.468750 Penalty: 2964.703613
	Iteration 13Q: 3 clusters Score -458594.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -458689.812500 Penalty: 2964.703613
	Iteration 14Q: 3 clusters Score -458689.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -458770.906250 Penalty: 2964.703613
	Iteration 15Q: 3 clusters Score -458770.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -458829.125000 Penalty: 2964.703613
	Iteration 16Q: 3 clusters Score -458829.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -458886.562500 Penalty: 2964.703613
	Iteration 17Q: 3 clusters Score -458886.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -458951.437500 Penalty: 2964.703613
	Iteration 18Q: 3 clusters Score -458951.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -459002.093750 Penalty: 2964.703613
	Iteration 19Q: 3 clusters Score -459002.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -459048.843750 Penalty: 2964.703613
	Iteration 20F: 3 clusters Score -459048.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -459085.437500 Penalty: 2964.703613
	Iteration 21Q: 3 clusters Score -459085.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -459117.312500 Penalty: 2964.703613
	Iteration 22Q: 3 clusters Score -459117.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -459139.062500 Penalty: 2964.703613
	Iteration 23Q: 3 clusters Score -459139.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -459156.000000 Penalty: 2964.703613
	Iteration 24Q: 3 clusters Score -459156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -459171.343750 Penalty: 2964.703613
	Iteration 25Q: 3 clusters Score -459171.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -459181.281250 Penalty: 2964.703613
	Iteration 26Q: 3 clusters Score -459181.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -459190.062500 Penalty: 2964.703613
	Iteration 27Q: 3 clusters Score -459190.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -459199.062500 Penalty: 2964.703613
	Iteration 28Q: 3 clusters Score -459199.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -459209.281250 Penalty: 2964.703613
	Iteration 29Q: 3 clusters Score -459209.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -459217.750000 Penalty: 2964.703613
	Iteration 30Q: 3 clusters Score -459217.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -459223.468750 Penalty: 2964.703613
	Iteration 31Q: 3 clusters Score -459223.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -459229.406250 Penalty: 2964.703613
	Iteration 32Q: 3 clusters Score -459229.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -459235.437500 Penalty: 2964.703613
	Iteration 33Q: 3 clusters Score -459235.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -459241.531250 Penalty: 2964.703613
	Iteration 34Q: 3 clusters Score -459241.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -459244.750000 Penalty: 2964.703613
	Iteration 35Q: 3 clusters Score -459244.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -459247.687500 Penalty: 2964.703613
	Iteration 36Q: 3 clusters Score -459247.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -459251.343750 Penalty: 2964.703613
	Iteration 37Q: 3 clusters Score -459251.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -459253.156250 Penalty: 2964.703613
	Iteration 38Q: 3 clusters Score -459253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -459256.406250 Penalty: 2964.703613
	Iteration 39Q: 3 clusters Score -459256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -459262.062500 Penalty: 2964.703613
	Iteration 40F: 3 clusters Score -459262.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -459267.156250 Penalty: 2964.703613
	Iteration 41Q: 3 clusters Score -459267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -459271.375000 Penalty: 2964.703613
	Iteration 42Q: 3 clusters Score -459271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -459272.906250 Penalty: 2964.703613
	Iteration 43Q: 3 clusters Score -459272.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -459276.312500 Penalty: 2964.703613
	Iteration 44Q: 3 clusters Score -459276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -459280.375000 Penalty: 2964.703613
	Iteration 45Q: 3 clusters Score -459280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -459285.312500 Penalty: 2964.703613
	Iteration 46Q: 3 clusters Score -459285.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -459290.625000 Penalty: 2964.703613
	Iteration 47Q: 3 clusters Score -459290.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -459296.031250 Penalty: 2964.703613
	Iteration 48Q: 3 clusters Score -459296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -459302.093750 Penalty: 2964.703613
	Iteration 49Q: 3 clusters Score -459302.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -459308.406250 Penalty: 2964.703613
	Iteration 50Q: 3 clusters Score -459308.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -459314.093750 Penalty: 2964.703613
	Iteration 51Q: 3 clusters Score -459314.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -459321.687500 Penalty: 2964.703613
	Iteration 52Q: 3 clusters Score -459321.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -459328.843750 Penalty: 2964.703613
	Iteration 53Q: 3 clusters Score -459328.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -459334.593750 Penalty: 2964.703613
	Iteration 54Q: 3 clusters Score -459334.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -459340.375000 Penalty: 2964.703613
	Iteration 55Q: 3 clusters Score -459340.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -459343.468750 Penalty: 2964.703613
	Iteration 56Q: 3 clusters Score -459343.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -459346.906250 Penalty: 2964.703613
	Iteration 57Q: 3 clusters Score -459346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -459352.906250 Penalty: 2964.703613
	Iteration 58Q: 3 clusters Score -459352.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -459356.312500 Penalty: 2964.703613
	Iteration 59Q: 3 clusters Score -459356.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -459361.343750 Penalty: 2964.703613
	Iteration 60F: 3 clusters Score -459361.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -459364.812500 Penalty: 2964.703613
	Iteration 61Q: 3 clusters Score -459364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -459365.687500 Penalty: 2964.703613
	Iteration 62Q: 3 clusters Score -459365.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -459368.656250 Penalty: 2964.703613
	Iteration 63Q: 3 clusters Score -459368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -459369.781250 Penalty: 2964.703613
	Iteration 64Q: 3 clusters Score -459369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -459369.937500 Penalty: 2964.703613
	Iteration 65Q: 3 clusters Score -459369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -459370.875000 Penalty: 2964.703613
	Iteration 66Q: 3 clusters Score -459370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -459374.281250 Penalty: 2964.703613
	Iteration 67Q: 3 clusters Score -459374.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -459378.625000 Penalty: 2964.703613
	Iteration 68Q: 3 clusters Score -459378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -459382.531250 Penalty: 2964.703613
	Iteration 69Q: 3 clusters Score -459382.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -459384.562500 Penalty: 2964.703613
	Iteration 70Q: 3 clusters Score -459384.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -459390.562500 Penalty: 2964.703613
	Iteration 71Q: 3 clusters Score -459390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -459394.562500 Penalty: 2964.703613
	Iteration 72Q: 3 clusters Score -459394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -459395.375000 Penalty: 2964.703613
	Iteration 73Q: 3 clusters Score -459395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -459397.687500 Penalty: 2964.703613
	Iteration 74Q: 3 clusters Score -459397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -459400.375000 Penalty: 2964.703613
	Iteration 75Q: 3 clusters Score -459400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -459402.093750 Penalty: 2964.703613
	Iteration 76Q: 3 clusters Score -459402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -459403.687500 Penalty: 2964.703613
	Iteration 77Q: 3 clusters Score -459403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -459404.250000 Penalty: 2964.703613
	Iteration 78Q: 3 clusters Score -459404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -459406.031250 Penalty: 2964.703613
	Iteration 79Q: 3 clusters Score -459406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -459407.937500 Penalty: 2964.703613
	Iteration 80F: 3 clusters Score -459407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -459410.531250 Penalty: 2964.703613
	Iteration 81Q: 3 clusters Score -459410.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -459415.000000 Penalty: 2964.703613
	Iteration 82Q: 3 clusters Score -459415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -459415.625000 Penalty: 2964.703613
	Iteration 83Q: 3 clusters Score -459415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -459417.062500 Penalty: 2964.703613
	Iteration 84Q: 3 clusters Score -459417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -459418.625000 Penalty: 2964.703613
	Iteration 85Q: 3 clusters Score -459418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -459421.750000 Penalty: 2964.703613
	Iteration 86Q: 3 clusters Score -459421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -459420.906250 Penalty: 2964.703613
	Iteration 87Q: 3 clusters Score -459420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -459421.125000 Penalty: 2964.703613
	Iteration 88Q: 3 clusters Score -459421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -459422.687500 Penalty: 2964.703613
	Iteration 89Q: 3 clusters Score -459422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -459423.000000 Penalty: 2964.703613
	Iteration 90Q: 3 clusters Score -459423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -459424.125000 Penalty: 2964.703613
	Iteration 91Q: 3 clusters Score -459424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -459425.281250 Penalty: 2964.703613
	Iteration 92Q: 3 clusters Score -459425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -459426.031250 Penalty: 2964.703613
	Iteration 93Q: 3 clusters Score -459426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -459427.812500 Penalty: 2964.703613
	Iteration 94Q: 3 clusters Score -459427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -459428.625000 Penalty: 2964.703613
	Iteration 95Q: 3 clusters Score -459428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -459433.281250 Penalty: 2964.703613
	Iteration 96Q: 3 clusters Score -459433.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -459437.343750 Penalty: 2964.703613
	Iteration 97Q: 3 clusters Score -459437.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -459441.625000 Penalty: 2964.703613
	Iteration 98Q: 3 clusters Score -459441.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -459447.937500 Penalty: 2964.703613
	Iteration 99Q: 3 clusters Score -459447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -459455.937500 Penalty: 2964.703613
	Iteration 100F: 3 clusters Score -459455.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -459462.750000 Penalty: 2964.703613
	Iteration 101Q: 3 clusters Score -459462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -459467.718750 Penalty: 2964.703613
	Iteration 102Q: 3 clusters Score -459467.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -459473.218750 Penalty: 2964.703613
	Iteration 103Q: 3 clusters Score -459473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -459481.937500 Penalty: 2964.703613
	Iteration 104Q: 3 clusters Score -459481.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -459487.031250 Penalty: 2964.703613
	Iteration 105Q: 3 clusters Score -459487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -459490.000000 Penalty: 2964.703613
	Iteration 106Q: 3 clusters Score -459490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -459492.750000 Penalty: 2964.703613
	Iteration 107Q: 3 clusters Score -459492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -459496.656250 Penalty: 2964.703613
	Iteration 108Q: 3 clusters Score -459496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -459499.093750 Penalty: 2964.703613
	Iteration 109Q: 3 clusters Score -459499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -459501.562500 Penalty: 2964.703613
	Iteration 110Q: 3 clusters Score -459501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -459503.375000 Penalty: 2964.703613
	Iteration 111Q: 3 clusters Score -459503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -459506.906250 Penalty: 2964.703613
	Iteration 112Q: 3 clusters Score -459506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -459509.375000 Penalty: 2964.703613
	Iteration 113Q: 3 clusters Score -459509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -459511.218750 Penalty: 2964.703613
	Iteration 114Q: 3 clusters Score -459511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -459512.250000 Penalty: 2964.703613
	Iteration 115Q: 3 clusters Score -459512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -459513.593750 Penalty: 2964.703613
	Iteration 116Q: 3 clusters Score -459513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -459515.312500 Penalty: 2964.703613
	Iteration 117Q: 3 clusters Score -459515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -459516.781250 Penalty: 2964.703613
	Iteration 118Q: 3 clusters Score -459516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -459518.000000 Penalty: 2964.703613
	Iteration 119Q: 3 clusters Score -459518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -459519.500000 Penalty: 2964.703613
	Iteration 120F: 3 clusters Score -459519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -459520.750000 Penalty: 2964.703613
	Iteration 121Q: 3 clusters Score -459520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -459520.562500 Penalty: 2964.703613
	Iteration 122Q: 3 clusters Score -459520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -459520.343750 Penalty: 2964.703613
	Iteration 123Q: 3 clusters Score -459520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -459521.000000 Penalty: 2964.703613
	Iteration 124Q: 3 clusters Score -459521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -459521.968750 Penalty: 2964.703613
	Iteration 125Q: 3 clusters Score -459522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -459523.031250 Penalty: 2964.703613
	Iteration 126Q: 3 clusters Score -459523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -459523.718750 Penalty: 2964.703613
	Iteration 127Q: 3 clusters Score -459523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -459523.500000 Penalty: 2964.703613
	Iteration 128Q: 3 clusters Score -459523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -459525.468750 Penalty: 2964.703613
	Iteration 129Q: 3 clusters Score -459525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -459527.656250 Penalty: 2964.703613
	Iteration 130Q: 3 clusters Score -459527.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -459528.656250 Penalty: 2964.703613
	Iteration 131Q: 3 clusters Score -459528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -459531.093750 Penalty: 2964.703613
	Iteration 132Q: 3 clusters Score -459531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -459532.312500 Penalty: 2964.703613
	Iteration 133Q: 3 clusters Score -459532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -459535.843750 Penalty: 2964.703613
	Iteration 134Q: 3 clusters Score -459535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -459540.562500 Penalty: 2964.703613
	Iteration 135Q: 3 clusters Score -459540.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -459546.218750 Penalty: 2964.703613
	Iteration 136Q: 3 clusters Score -459546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -459548.906250 Penalty: 2964.703613
	Iteration 137Q: 3 clusters Score -459548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -459549.312500 Penalty: 2964.703613
	Iteration 138Q: 3 clusters Score -459549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -459552.125000 Penalty: 2964.703613
	Iteration 139Q: 3 clusters Score -459552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -459554.562500 Penalty: 2964.703613
	Iteration 140F: 3 clusters Score -459554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -459555.406250 Penalty: 2964.703613
	Iteration 141Q: 3 clusters Score -459555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -459555.375000 Penalty: 2964.703613
	Iteration 142Q: 3 clusters Score -459555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -459555.875000 Penalty: 2964.703613
	Iteration 143Q: 3 clusters Score -459555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -459555.968750 Penalty: 2964.703613
	Iteration 144Q: 3 clusters Score -459556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -459556.187500 Penalty: 2964.703613
	Iteration 145Q: 3 clusters Score -459556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -459557.437500 Penalty: 2964.703613
	Iteration 146Q: 3 clusters Score -459557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -459557.437500 Penalty: 2964.703613
	Iteration 147F: 3 clusters Score -459557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Entering Unmasked Estep 
Score: -818806.062500 Penalty: 1576.004761
	Iteration 0F: 2 clusters Score -818806.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -807607.187500 Penalty: 3152.009521
	Iteration 0F: 3 clusters Score -807607.2 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -811576.625000 Penalty: 3152.009521
	Iteration 1F: 3 clusters Score -811576.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -811928.937500 Penalty: 3152.009521
	Iteration 2F: 3 clusters Score -811928.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -812267.875000 Penalty: 3152.009521
	Iteration 3F: 3 clusters Score -812267.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -812588.312500 Penalty: 3152.009521
	Iteration 4Q: 3 clusters Score -812588.3 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -812929.562500 Penalty: 3152.009521
	Iteration 5Q: 3 clusters Score -812929.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -813373.500000 Penalty: 3152.009521
	Iteration 6Q: 3 clusters Score -813373.5 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -813907.562500 Penalty: 3152.009521
	Iteration 7F: 3 clusters Score -813907.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -814481.312500 Penalty: 3152.009521
	Iteration 8F: 3 clusters Score -814481.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -815018.500000 Penalty: 3152.009521
	Iteration 9Q: 3 clusters Score -815018.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -815452.437500 Penalty: 3152.009521
	Iteration 10Q: 3 clusters Score -815452.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -815742.875000 Penalty: 3152.009521
	Iteration 11Q: 3 clusters Score -815742.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -815936.750000 Penalty: 3152.009521
	Iteration 12Q: 3 clusters Score -815936.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -816082.062500 Penalty: 3152.009521
	Iteration 13Q: 3 clusters Score -816082.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -816202.062500 Penalty: 3152.009521
	Iteration 14Q: 3 clusters Score -816202.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -816307.812500 Penalty: 3152.009521
	Iteration 15Q: 3 clusters Score -816307.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -816412.062500 Penalty: 3152.009521
	Iteration 16Q: 3 clusters Score -816412.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -816490.750000 Penalty: 3152.009521
	Iteration 17Q: 3 clusters Score -816490.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -816570.875000 Penalty: 3152.009521
	Iteration 18Q: 3 clusters Score -816570.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -816642.375000 Penalty: 3152.009521
	Iteration 19Q: 3 clusters Score -816642.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -816710.000000 Penalty: 3152.009521
	Iteration 20F: 3 clusters Score -816710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -816774.875000 Penalty: 3152.009521
	Iteration 21Q: 3 clusters Score -816774.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -816828.625000 Penalty: 3152.009521
	Iteration 22Q: 3 clusters Score -816828.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -816872.250000 Penalty: 3152.009521
	Iteration 23Q: 3 clusters Score -816872.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -816906.250000 Penalty: 3152.009521
	Iteration 24Q: 3 clusters Score -816906.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -816945.375000 Penalty: 3152.009521
	Iteration 25Q: 3 clusters Score -816945.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -816972.812500 Penalty: 3152.009521
	Iteration 26Q: 3 clusters Score -816972.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -816999.687500 Penalty: 3152.009521
	Iteration 27Q: 3 clusters Score -816999.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -817038.375000 Penalty: 3152.009521
	Iteration 28Q: 3 clusters Score -817038.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -817068.062500 Penalty: 3152.009521
	Iteration 29Q: 3 clusters Score -817068.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -817093.625000 Penalty: 3152.009521
	Iteration 30Q: 3 clusters Score -817093.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -817118.187500 Penalty: 3152.009521
	Iteration 31Q: 3 clusters Score -817118.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -817144.375000 Penalty: 3152.009521
	Iteration 32Q: 3 clusters Score -817144.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -817171.437500 Penalty: 3152.009521
	Iteration 33Q: 3 clusters Score -817171.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -817202.875000 Penalty: 3152.009521
	Iteration 34Q: 3 clusters Score -817202.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -817235.875000 Penalty: 3152.009521
	Iteration 35Q: 3 clusters Score -817235.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -817264.000000 Penalty: 3152.009521
	Iteration 36Q: 3 clusters Score -817264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -817287.750000 Penalty: 3152.009521
	Iteration 37Q: 3 clusters Score -817287.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -817314.062500 Penalty: 3152.009521
	Iteration 38Q: 3 clusters Score -817314.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -817331.000000 Penalty: 3152.009521
	Iteration 39Q: 3 clusters Score -817331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -817348.062500 Penalty: 3152.009521
	Iteration 40F: 3 clusters Score -817348.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -817358.750000 Penalty: 3152.009521
	Iteration 41Q: 3 clusters Score -817358.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -817369.125000 Penalty: 3152.009521
	Iteration 42Q: 3 clusters Score -817369.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -817374.000000 Penalty: 3152.009521
	Iteration 43Q: 3 clusters Score -817374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -817383.312500 Penalty: 3152.009521
	Iteration 44Q: 3 clusters Score -817383.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -817390.750000 Penalty: 3152.009521
	Iteration 45Q: 3 clusters Score -817390.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -817397.312500 Penalty: 3152.009521
	Iteration 46Q: 3 clusters Score -817397.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -817400.125000 Penalty: 3152.009521
	Iteration 47Q: 3 clusters Score -817400.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -817406.562500 Penalty: 3152.009521
	Iteration 48Q: 3 clusters Score -817406.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -817412.687500 Penalty: 3152.009521
	Iteration 49Q: 3 clusters Score -817412.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -817420.562500 Penalty: 3152.009521
	Iteration 50Q: 3 clusters Score -817420.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -817425.250000 Penalty: 3152.009521
	Iteration 51Q: 3 clusters Score -817425.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -817430.812500 Penalty: 3152.009521
	Iteration 52Q: 3 clusters Score -817430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -817436.375000 Penalty: 3152.009521
	Iteration 53Q: 3 clusters Score -817436.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -817444.875000 Penalty: 3152.009521
	Iteration 54Q: 3 clusters Score -817444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -817452.000000 Penalty: 3152.009521
	Iteration 55Q: 3 clusters Score -817452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -817458.437500 Penalty: 3152.009521
	Iteration 56Q: 3 clusters Score -817458.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -817464.875000 Penalty: 3152.009521
	Iteration 57Q: 3 clusters Score -817464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -817466.750000 Penalty: 3152.009521
	Iteration 58Q: 3 clusters Score -817466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -817466.125000 Penalty: 3152.009521
	Iteration 59Q: 3 clusters Score -817466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -817467.375000 Penalty: 3152.009521
	Iteration 60F: 3 clusters Score -817467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -817468.875000 Penalty: 3152.009521
	Iteration 61Q: 3 clusters Score -817468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -817467.125000 Penalty: 3152.009521
	Iteration 62Q: 3 clusters Score -817467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -817469.062500 Penalty: 3152.009521
	Iteration 63Q: 3 clusters Score -817469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -817469.750000 Penalty: 3152.009521
	Iteration 64Q: 3 clusters Score -817469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -817472.062500 Penalty: 3152.009521
	Iteration 65Q: 3 clusters Score -817472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -817476.000000 Penalty: 3152.009521
	Iteration 66Q: 3 clusters Score -817476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -817478.437500 Penalty: 3152.009521
	Iteration 67Q: 3 clusters Score -817478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -817478.750000 Penalty: 3152.009521
	Iteration 68Q: 3 clusters Score -817478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -817481.875000 Penalty: 3152.009521
	Iteration 69Q: 3 clusters Score -817481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -817483.187500 Penalty: 3152.009521
	Iteration 70Q: 3 clusters Score -817483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -817485.562500 Penalty: 3152.009521
	Iteration 71Q: 3 clusters Score -817485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -817486.875000 Penalty: 3152.009521
	Iteration 72Q: 3 clusters Score -817486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -817487.500000 Penalty: 3152.009521
	Iteration 73Q: 3 clusters Score -817487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -817487.687500 Penalty: 3152.009521
	Iteration 74Q: 3 clusters Score -817487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -817487.687500 Penalty: 3152.009521
	Iteration 75F: 3 clusters Score -817487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 9 contains 51291 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 29613 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 34485 members 
Mstep: Class 20 contains 69823 members 
Mstep: Class 21 contains 18828 members 
Mstep: Class 22 contains 9156 members 
Mstep: Class 23 contains 16293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37494732.000000 Penalty: 39783.414062
Iteration 39Q: 19 clusters Score -3.749473e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 474150 members 
Mstep: Class 7 contains 9073 members 
Mstep: Class 8 contains 58321 members 
Mstep: Class 9 contains 50873 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 29551 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 34676 members 
Mstep: Class 20 contains 69856 members 
Mstep: Class 21 contains 18820 members 
Mstep: Class 22 contains 9551 members 
Mstep: Class 23 contains 16103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497412.000000 Penalty: 39783.414062
Iteration 40F: 19 clusters Score -3.749741e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12429 members 
Mstep: Class 3 contains 4931 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 482414 members 
Mstep: Class 7 contains 9106 members 
Mstep: Class 8 contains 57381 members 
Mstep: Class 9 contains 47167 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 28613 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 34110 members 
Mstep: Class 20 contains 68659 members 
Mstep: Class 21 contains 17759 members 
Mstep: Class 22 contains 9793 members 
Mstep: Class 23 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500940.000000 Penalty: 39783.414062
Iteration 41Q: 19 clusters Score -3.750094e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12711 members 
Mstep: Class 3 contains 4873 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 490262 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 56244 members 
Mstep: Class 9 contains 43962 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 27677 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 33527 members 
Mstep: Class 20 contains 67442 members 
Mstep: Class 21 contains 16872 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 14966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503900.000000 Penalty: 39783.414062
Iteration 42Q: 19 clusters Score -3.75039e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12943 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 497752 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 41191 members 
Mstep: Class 10 contains 5807 members 
Mstep: Class 11 contains 26755 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 32965 members 
Mstep: Class 20 contains 66176 members 
Mstep: Class 21 contains 16087 members 
Mstep: Class 22 contains 10368 members 
Mstep: Class 23 contains 14457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505920.000000 Penalty: 39783.414062
Iteration 43Q: 19 clusters Score -3.750592e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13112 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 504872 members 
Mstep: Class 7 contains 9095 members 
Mstep: Class 8 contains 53500 members 
Mstep: Class 9 contains 38653 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 25874 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 32461 members 
Mstep: Class 20 contains 64861 members 
Mstep: Class 21 contains 15452 members 
Mstep: Class 22 contains 10687 members 
Mstep: Class 23 contains 13999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37507904.000000 Penalty: 39783.414062
Iteration 44Q: 19 clusters Score -3.75079e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13264 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 511395 members 
Mstep: Class 7 contains 9124 members 
Mstep: Class 8 contains 52095 members 
Mstep: Class 9 contains 36549 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 25033 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 31994 members 
Mstep: Class 20 contains 63586 members 
Mstep: Class 21 contains 14871 members 
Mstep: Class 22 contains 10964 members 
Mstep: Class 23 contains 13527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37509488.000000 Penalty: 39783.414062
Iteration 45Q: 19 clusters Score -3.750949e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13397 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 2967 members 
Mstep: Class 6 contains 517544 members 
Mstep: Class 7 contains 9105 members 
Mstep: Class 8 contains 50630 members 
Mstep: Class 9 contains 34704 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 24253 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 17 contains 4008 members 
Mstep: Class 18 contains 31586 members 
Mstep: Class 20 contains 62413 members 
Mstep: Class 21 contains 14355 members 
Mstep: Class 22 contains 11221 members 
Mstep: Class 23 contains 13038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37510884.000000 Penalty: 39783.414062
Iteration 46Q: 19 clusters Score -3.751088e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13511 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 523424 members 
Mstep: Class 7 contains 9079 members 
Mstep: Class 8 contains 49160 members 
Mstep: Class 9 contains 33040 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 23532 members 
Mstep: Class 15 contains 3320 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 31170 members 
Mstep: Class 20 contains 61209 members 
Mstep: Class 21 contains 13901 members 
Mstep: Class 22 contains 11459 members 
Mstep: Class 23 contains 12590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37512284.000000 Penalty: 39783.414062
Iteration 47Q: 19 clusters Score -3.751228e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13612 members 
Mstep: Class 3 contains 4795 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 529092 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 47659 members 
Mstep: Class 9 contains 31463 members 
Mstep: Class 10 contains 6369 members 
Mstep: Class 11 contains 22870 members 
Mstep: Class 15 contains 3350 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 30767 members 
Mstep: Class 20 contains 59987 members 
Mstep: Class 21 contains 13470 members 
Mstep: Class 22 contains 11689 members 
Mstep: Class 23 contains 12191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513676.000000 Penalty: 39783.414062
Iteration 48Q: 19 clusters Score -3.751368e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 534539 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 46223 members 
Mstep: Class 9 contains 30042 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 22203 members 
Mstep: Class 15 contains 3382 members 
Mstep: Class 17 contains 4156 members 
Mstep: Class 18 contains 30384 members 
Mstep: Class 20 contains 58804 members 
Mstep: Class 21 contains 13045 members 
Mstep: Class 22 contains 11923 members 
Mstep: Class 23 contains 11777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37515024.000000 Penalty: 39783.414062
Iteration 49Q: 19 clusters Score -3.751502e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 4819 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 539643 members 
Mstep: Class 7 contains 8984 members 
Mstep: Class 8 contains 44821 members 
Mstep: Class 9 contains 28684 members 
Mstep: Class 10 contains 6617 members 
Mstep: Class 11 contains 21583 members 
Mstep: Class 15 contains 3425 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 30017 members 
Mstep: Class 20 contains 57661 members 
Mstep: Class 21 contains 12661 members 
Mstep: Class 22 contains 12142 members 
Mstep: Class 23 contains 11439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516200.000000 Penalty: 39783.414062
Iteration 50Q: 19 clusters Score -3.75162e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 13916 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 2817 members 
Mstep: Class 6 contains 544433 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 43539 members 
Mstep: Class 9 contains 27401 members 
Mstep: Class 10 contains 6734 members 
Mstep: Class 11 contains 20986 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 17 contains 4215 members 
Mstep: Class 18 contains 29667 members 
Mstep: Class 20 contains 56510 members 
Mstep: Class 21 contains 12285 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 11149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517016.000000 Penalty: 39783.414062
Iteration 51Q: 19 clusters Score -3.751702e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 549070 members 
Mstep: Class 7 contains 8953 members 
Mstep: Class 8 contains 42331 members 
Mstep: Class 9 contains 26278 members 
Mstep: Class 10 contains 6831 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 15 contains 3500 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 29341 members 
Mstep: Class 20 contains 55324 members 
Mstep: Class 21 contains 11922 members 
Mstep: Class 22 contains 12546 members 
Mstep: Class 23 contains 10877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517992.000000 Penalty: 39783.414062
Iteration 52Q: 19 clusters Score -3.751799e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14161 members 
Mstep: Class 3 contains 4940 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 553560 members 
Mstep: Class 7 contains 8936 members 
Mstep: Class 8 contains 41051 members 
Mstep: Class 9 contains 25175 members 
Mstep: Class 10 contains 6919 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 15 contains 3538 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 29037 members 
Mstep: Class 20 contains 54144 members 
Mstep: Class 21 contains 11611 members 
Mstep: Class 22 contains 12717 members 
Mstep: Class 23 contains 10603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37518812.000000 Penalty: 39783.414062
Iteration 53Q: 19 clusters Score -3.751881e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14271 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 557798 members 
Mstep: Class 7 contains 8894 members 
Mstep: Class 8 contains 39832 members 
Mstep: Class 9 contains 24128 members 
Mstep: Class 10 contains 7009 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 28763 members 
Mstep: Class 20 contains 53037 members 
Mstep: Class 21 contains 11327 members 
Mstep: Class 22 contains 12893 members 
Mstep: Class 23 contains 10320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519860.000000 Penalty: 39783.414062
Iteration 54Q: 19 clusters Score -3.751986e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14369 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 561824 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 38658 members 
Mstep: Class 9 contains 23167 members 
Mstep: Class 10 contains 7102 members 
Mstep: Class 11 contains 18841 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 28514 members 
Mstep: Class 20 contains 51993 members 
Mstep: Class 21 contains 11079 members 
Mstep: Class 22 contains 13046 members 
Mstep: Class 23 contains 10010 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -3.752071e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 565746 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 37508 members 
Mstep: Class 9 contains 22241 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 18 contains 28275 members 
Mstep: Class 20 contains 50961 members 
Mstep: Class 21 contains 10879 members 
Mstep: Class 22 contains 13164 members 
Mstep: Class 23 contains 9713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -3.752155e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 6 contains 569413 members 
Mstep: Class 7 contains 8728 members 
Mstep: Class 8 contains 36402 members 
Mstep: Class 9 contains 21368 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 18017 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 28039 members 
Mstep: Class 20 contains 50001 members 
Mstep: Class 21 contains 10679 members 
Mstep: Class 22 contains 13294 members 
Mstep: Class 23 contains 9418 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 19 clusters Score -3.752216e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14583 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 572888 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 35297 members 
Mstep: Class 9 contains 20558 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 17691 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 27821 members 
Mstep: Class 20 contains 49073 members 
Mstep: Class 21 contains 10472 members 
Mstep: Class 22 contains 13396 members 
Mstep: Class 23 contains 9104 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -3.752314e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14638 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 2597 members 
Mstep: Class 6 contains 576103 members 
Mstep: Class 7 contains 8657 members 
Mstep: Class 8 contains 34200 members 
Mstep: Class 9 contains 19848 members 
Mstep: Class 10 contains 7380 members 
Mstep: Class 11 contains 17366 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 27639 members 
Mstep: Class 20 contains 48265 members 
Mstep: Class 21 contains 10297 members 
Mstep: Class 22 contains 13494 members 
Mstep: Class 23 contains 8778 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -3.75237e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14700 members 
Mstep: Class 3 contains 5579 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 579177 members 
Mstep: Class 7 contains 8638 members 
Mstep: Class 8 contains 33124 members 
Mstep: Class 9 contains 19172 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 17028 members 
Mstep: Class 15 contains 4029 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 20 contains 47598 members 
Mstep: Class 21 contains 10127 members 
Mstep: Class 22 contains 13576 members 
Mstep: Class 23 contains 8447 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -3.752438e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14772 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 582039 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 32153 members 
Mstep: Class 9 contains 18507 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 15 contains 4072 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 18 contains 27305 members 
Mstep: Class 20 contains 47013 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 13686 members 
Mstep: Class 23 contains 8101 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -3.7525e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14838 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 584663 members 
Mstep: Class 7 contains 8585 members 
Mstep: Class 8 contains 31204 members 
Mstep: Class 9 contains 17874 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 16461 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 27153 members 
Mstep: Class 20 contains 46573 members 
Mstep: Class 21 contains 9805 members 
Mstep: Class 22 contains 13785 members 
Mstep: Class 23 contains 7746 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -3.752585e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 5795 members 
Mstep: Class 4 contains 1681 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 587169 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 30265 members 
Mstep: Class 9 contains 17297 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 16213 members 
Mstep: Class 15 contains 4172 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 27001 members 
Mstep: Class 20 contains 46197 members 
Mstep: Class 21 contains 9655 members 
Mstep: Class 22 contains 13869 members 
Mstep: Class 23 contains 7418 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 19 clusters Score -3.752635e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14952 members 
Mstep: Class 3 contains 5860 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 589445 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 29411 members 
Mstep: Class 9 contains 16754 members 
Mstep: Class 10 contains 7677 members 
Mstep: Class 11 contains 15980 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 26850 members 
Mstep: Class 20 contains 45889 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 13943 members 
Mstep: Class 23 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 19 clusters Score -3.752663e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15011 members 
Mstep: Class 3 contains 5899 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 591476 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 28623 members 
Mstep: Class 9 contains 16263 members 
Mstep: Class 10 contains 7719 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 26727 members 
Mstep: Class 20 contains 45675 members 
Mstep: Class 21 contains 9417 members 
Mstep: Class 22 contains 13986 members 
Mstep: Class 23 contains 6844 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 19 clusters Score -3.752714e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15076 members 
Mstep: Class 3 contains 5942 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 593428 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 8 contains 27816 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 15576 members 
Mstep: Class 15 contains 4288 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 18 contains 26616 members 
Mstep: Class 20 contains 45535 members 
Mstep: Class 21 contains 9290 members 
Mstep: Class 22 contains 14012 members 
Mstep: Class 23 contains 6584 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -3.752752e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15150 members 
Mstep: Class 3 contains 5973 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 595206 members 
Mstep: Class 7 contains 8462 members 
Mstep: Class 8 contains 27047 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 15408 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 26482 members 
Mstep: Class 20 contains 45502 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 14029 members 
Mstep: Class 23 contains 6313 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -3.752803e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15193 members 
Mstep: Class 3 contains 5992 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 596880 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 26326 members 
Mstep: Class 9 contains 14963 members 
Mstep: Class 10 contains 7825 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 26367 members 
Mstep: Class 20 contains 45532 members 
Mstep: Class 21 contains 9079 members 
Mstep: Class 22 contains 14032 members 
Mstep: Class 23 contains 6058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528348.000000 Penalty: 39783.414062
Iteration 68Q: 19 clusters Score -3.752835e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15221 members 
Mstep: Class 3 contains 6000 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 598453 members 
Mstep: Class 7 contains 8426 members 
Mstep: Class 8 contains 25621 members 
Mstep: Class 9 contains 14571 members 
Mstep: Class 10 contains 7859 members 
Mstep: Class 11 contains 15057 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 26270 members 
Mstep: Class 20 contains 45578 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 22 contains 14023 members 
Mstep: Class 23 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37528728.000000 Penalty: 39783.414062
Iteration 69Q: 19 clusters Score -3.752873e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 15247 members 
Mstep: Class 3 contains 6013 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 599924 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 24937 members 
Mstep: Class 9 contains 14217 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 14885 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 17 contains 4250 members 
Mstep: Class 18 contains 26194 members 
Mstep: Class 20 contains 45607 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 22 contains 14006 members 
Mstep: Class 23 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 19 clusters Score -3.752907e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15278 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 1812 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 601246 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 24299 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 14736 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 26132 members 
Mstep: Class 20 contains 45643 members 
Mstep: Class 21 contains 8848 members 
Mstep: Class 22 contains 14002 members 
Mstep: Class 23 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37529324.000000 Penalty: 39783.414062
Iteration 71Q: 19 clusters Score -3.752932e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 6055 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 602504 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 23673 members 
Mstep: Class 9 contains 13568 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 14602 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 26086 members 
Mstep: Class 20 contains 45685 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 14000 members 
Mstep: Class 23 contains 5293 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 19 clusters Score -3.752959e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 6093 members 
Mstep: Class 4 contains 1825 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 603647 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 23060 members 
Mstep: Class 9 contains 13269 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 14486 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 26034 members 
Mstep: Class 20 contains 45741 members 
Mstep: Class 21 contains 8730 members 
Mstep: Class 22 contains 13993 members 
Mstep: Class 23 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 19 clusters Score -3.752987e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 6125 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 604714 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 22475 members 
Mstep: Class 9 contains 12998 members 
Mstep: Class 10 contains 8044 members 
Mstep: Class 11 contains 14387 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 20 contains 45807 members 
Mstep: Class 21 contains 8684 members 
Mstep: Class 22 contains 13987 members 
Mstep: Class 23 contains 5006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 19 clusters Score -3.753003e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 605666 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 21930 members 
Mstep: Class 9 contains 12762 members 
Mstep: Class 10 contains 8066 members 
Mstep: Class 11 contains 14285 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 25973 members 
Mstep: Class 20 contains 45898 members 
Mstep: Class 21 contains 8646 members 
Mstep: Class 22 contains 13977 members 
Mstep: Class 23 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 19 clusters Score -3.753014e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 6169 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 606532 members 
Mstep: Class 7 contains 8345 members 
Mstep: Class 8 contains 21406 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 8091 members 
Mstep: Class 11 contains 14201 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 17 contains 4197 members 
Mstep: Class 18 contains 25951 members 
Mstep: Class 20 contains 45978 members 
Mstep: Class 21 contains 8606 members 
Mstep: Class 22 contains 13971 members 
Mstep: Class 23 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 19 clusters Score -3.753008e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15466 members 
Mstep: Class 3 contains 6189 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 607349 members 
Mstep: Class 7 contains 8338 members 
Mstep: Class 8 contains 20898 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 8114 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 25936 members 
Mstep: Class 20 contains 46057 members 
Mstep: Class 21 contains 8572 members 
Mstep: Class 22 contains 13971 members 
Mstep: Class 23 contains 4665 members 
Entering Unmasked Estep 
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Iteration 77Q: 19 clusters Score -3.753026e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15487 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 608125 members 
Mstep: Class 7 contains 8336 members 
Mstep: Class 8 contains 20449 members 
Mstep: Class 9 contains 12144 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 14058 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 25913 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 13960 members 
Mstep: Class 23 contains 4534 members 
Entering Unmasked Estep 
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Iteration 78Q: 19 clusters Score -3.753034e+07 nChanged 1382
Entering ConstructFrom: 
Score: -37530336.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -111359.882812 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -111359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -109063.960938 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -109064 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -109589.148438 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -109589.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -109732.445312 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -109732.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -109809.148438 Penalty: 2519.229492
	Iteration 3F: 3 clusters Score -109809.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -109861.914062 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -109861.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -109907.765625 Penalty: 2519.229492
	Iteration 5Q: 3 clusters Score -109907.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -109944.750000 Penalty: 2519.229492
	Iteration 6Q: 3 clusters Score -109944.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -109977.015625 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -109977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -110008.007812 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -110008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -110035.492188 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -110035.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -110054.023438 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -110054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -110069.429688 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -110069.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -110086.750000 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -110086.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -110115.921875 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -110115.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -110152.906250 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -110152.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -110187.570312 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -110187.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -110215.632812 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -110215.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -110246.820312 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -110246.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -110277.921875 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -110277.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -110306.687500 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -110306.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -110332.460938 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -110332.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -110355.656250 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -110355.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -110372.296875 Penalty: 2519.229492
	Iteration 22Q: 3 clusters Score -110372.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -110380.828125 Penalty: 2519.229492
	Iteration 23Q: 3 clusters Score -110380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -110390.078125 Penalty: 2519.229492
	Iteration 24Q: 3 clusters Score -110390.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -110404.710938 Penalty: 2519.229492
	Iteration 25Q: 3 clusters Score -110404.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -110421.203125 Penalty: 2519.229492
	Iteration 26Q: 3 clusters Score -110421.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -110433.984375 Penalty: 2519.229492
	Iteration 27Q: 3 clusters Score -110434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -110440.406250 Penalty: 2519.229492
	Iteration 28Q: 3 clusters Score -110440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -110447.320312 Penalty: 2519.229492
	Iteration 29Q: 3 clusters Score -110447.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -110453.796875 Penalty: 2519.229492
	Iteration 30Q: 3 clusters Score -110453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -110456.921875 Penalty: 2519.229492
	Iteration 31Q: 3 clusters Score -110456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -110459.210938 Penalty: 2519.229492
	Iteration 32Q: 3 clusters Score -110459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -110462.078125 Penalty: 2519.229492
	Iteration 33Q: 3 clusters Score -110462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -110465.906250 Penalty: 2519.229492
	Iteration 34Q: 3 clusters Score -110465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -110468.867188 Penalty: 2519.229492
	Iteration 35Q: 3 clusters Score -110468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -110470.820312 Penalty: 2519.229492
	Iteration 36Q: 3 clusters Score -110470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -110472.382812 Penalty: 2519.229492
	Iteration 37Q: 3 clusters Score -110472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -110473.812500 Penalty: 2519.229492
	Iteration 38Q: 3 clusters Score -110473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -110474.609375 Penalty: 2519.229492
	Iteration 39Q: 3 clusters Score -110474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -110474.609375 Penalty: 2519.229492
	Iteration 40F: 3 clusters Score -110474.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Entering Unmasked Estep 
Score: -715270.875000 Penalty: 1567.928101
	Iteration 0F: 2 clusters Score -715270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -704542.875000 Penalty: 3135.856201
	Iteration 0F: 3 clusters Score -704542.9 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -708201.062500 Penalty: 3135.856201
	Iteration 1F: 3 clusters Score -708201.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -708458.875000 Penalty: 3135.856201
	Iteration 2Q: 3 clusters Score -708458.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -708703.750000 Penalty: 3135.856201
	Iteration 3Q: 3 clusters Score -708703.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -708932.625000 Penalty: 3135.856201
	Iteration 4Q: 3 clusters Score -708932.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -709185.500000 Penalty: 3135.856201
	Iteration 5Q: 3 clusters Score -709185.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -709493.750000 Penalty: 3135.856201
	Iteration 6Q: 3 clusters Score -709493.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -709874.687500 Penalty: 3135.856201
	Iteration 7Q: 3 clusters Score -709874.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -710326.000000 Penalty: 3135.856201
	Iteration 8Q: 3 clusters Score -710326 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -710805.187500 Penalty: 3135.856201
	Iteration 9F: 3 clusters Score -710805.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -711267.375000 Penalty: 3135.856201
	Iteration 10F: 3 clusters Score -711267.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -711657.000000 Penalty: 3135.856201
	Iteration 11Q: 3 clusters Score -711657 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -711986.125000 Penalty: 3135.856201
	Iteration 12Q: 3 clusters Score -711986.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -712216.375000 Penalty: 3135.856201
	Iteration 13Q: 3 clusters Score -712216.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -712352.187500 Penalty: 3135.856201
	Iteration 14Q: 3 clusters Score -712352.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -712440.187500 Penalty: 3135.856201
	Iteration 15Q: 3 clusters Score -712440.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -712490.062500 Penalty: 3135.856201
	Iteration 16Q: 3 clusters Score -712490.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -712525.312500 Penalty: 3135.856201
	Iteration 17Q: 3 clusters Score -712525.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -712547.187500 Penalty: 3135.856201
	Iteration 18Q: 3 clusters Score -712547.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -712573.437500 Penalty: 3135.856201
	Iteration 19Q: 3 clusters Score -712573.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -712594.312500 Penalty: 3135.856201
	Iteration 20F: 3 clusters Score -712594.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -712610.125000 Penalty: 3135.856201
	Iteration 21Q: 3 clusters Score -712610.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -712622.125000 Penalty: 3135.856201
	Iteration 22Q: 3 clusters Score -712622.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -712637.312500 Penalty: 3135.856201
	Iteration 23Q: 3 clusters Score -712637.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -712649.437500 Penalty: 3135.856201
	Iteration 24Q: 3 clusters Score -712649.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -712657.937500 Penalty: 3135.856201
	Iteration 25Q: 3 clusters Score -712657.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -712666.375000 Penalty: 3135.856201
	Iteration 26Q: 3 clusters Score -712666.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -712676.875000 Penalty: 3135.856201
	Iteration 27Q: 3 clusters Score -712676.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -712684.500000 Penalty: 3135.856201
	Iteration 28Q: 3 clusters Score -712684.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -712702.000000 Penalty: 3135.856201
	Iteration 29Q: 3 clusters Score -712702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -712711.000000 Penalty: 3135.856201
	Iteration 30Q: 3 clusters Score -712711 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -712726.625000 Penalty: 3135.856201
	Iteration 31Q: 3 clusters Score -712726.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -712738.187500 Penalty: 3135.856201
	Iteration 32Q: 3 clusters Score -712738.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -712752.312500 Penalty: 3135.856201
	Iteration 33Q: 3 clusters Score -712752.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -712770.375000 Penalty: 3135.856201
	Iteration 34Q: 3 clusters Score -712770.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -712797.437500 Penalty: 3135.856201
	Iteration 35Q: 3 clusters Score -712797.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -712821.687500 Penalty: 3135.856201
	Iteration 36Q: 3 clusters Score -712821.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -712852.187500 Penalty: 3135.856201
	Iteration 37Q: 3 clusters Score -712852.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -712886.062500 Penalty: 3135.856201
	Iteration 38Q: 3 clusters Score -712886.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -712925.062500 Penalty: 3135.856201
	Iteration 39Q: 3 clusters Score -712925.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -712970.625000 Penalty: 3135.856201
	Iteration 40F: 3 clusters Score -712970.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -713023.437500 Penalty: 3135.856201
	Iteration 41Q: 3 clusters Score -713023.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -713074.937500 Penalty: 3135.856201
	Iteration 42Q: 3 clusters Score -713074.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -713134.000000 Penalty: 3135.856201
	Iteration 43Q: 3 clusters Score -713134 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -713193.500000 Penalty: 3135.856201
	Iteration 44Q: 3 clusters Score -713193.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -713253.312500 Penalty: 3135.856201
	Iteration 45Q: 3 clusters Score -713253.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -713310.562500 Penalty: 3135.856201
	Iteration 46Q: 3 clusters Score -713310.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -713363.937500 Penalty: 3135.856201
	Iteration 47Q: 3 clusters Score -713363.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -713420.500000 Penalty: 3135.856201
	Iteration 48Q: 3 clusters Score -713420.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -713479.812500 Penalty: 3135.856201
	Iteration 49Q: 3 clusters Score -713479.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -713526.625000 Penalty: 3135.856201
	Iteration 50Q: 3 clusters Score -713526.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -713573.750000 Penalty: 3135.856201
	Iteration 51Q: 3 clusters Score -713573.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -713614.625000 Penalty: 3135.856201
	Iteration 52Q: 3 clusters Score -713614.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -713660.687500 Penalty: 3135.856201
	Iteration 53Q: 3 clusters Score -713660.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -713717.000000 Penalty: 3135.856201
	Iteration 54Q: 3 clusters Score -713717 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -713780.000000 Penalty: 3135.856201
	Iteration 55Q: 3 clusters Score -713780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -713836.562500 Penalty: 3135.856201
	Iteration 56Q: 3 clusters Score -713836.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -713888.437500 Penalty: 3135.856201
	Iteration 57Q: 3 clusters Score -713888.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -713942.875000 Penalty: 3135.856201
	Iteration 58Q: 3 clusters Score -713942.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -713989.312500 Penalty: 3135.856201
	Iteration 59Q: 3 clusters Score -713989.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -714026.750000 Penalty: 3135.856201
	Iteration 60F: 3 clusters Score -714026.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -714058.250000 Penalty: 3135.856201
	Iteration 61Q: 3 clusters Score -714058.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -714084.250000 Penalty: 3135.856201
	Iteration 62Q: 3 clusters Score -714084.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -714106.062500 Penalty: 3135.856201
	Iteration 63Q: 3 clusters Score -714106.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -714124.937500 Penalty: 3135.856201
	Iteration 64Q: 3 clusters Score -714124.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -714138.750000 Penalty: 3135.856201
	Iteration 65Q: 3 clusters Score -714138.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -714156.125000 Penalty: 3135.856201
	Iteration 66Q: 3 clusters Score -714156.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -714162.312500 Penalty: 3135.856201
	Iteration 67Q: 3 clusters Score -714162.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -714169.125000 Penalty: 3135.856201
	Iteration 68Q: 3 clusters Score -714169.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -714174.750000 Penalty: 3135.856201
	Iteration 69Q: 3 clusters Score -714174.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -714182.750000 Penalty: 3135.856201
	Iteration 70Q: 3 clusters Score -714182.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -714191.062500 Penalty: 3135.856201
	Iteration 71Q: 3 clusters Score -714191.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -714196.187500 Penalty: 3135.856201
	Iteration 72Q: 3 clusters Score -714196.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -714202.187500 Penalty: 3135.856201
	Iteration 73Q: 3 clusters Score -714202.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -714205.250000 Penalty: 3135.856201
	Iteration 74Q: 3 clusters Score -714205.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -714209.375000 Penalty: 3135.856201
	Iteration 75Q: 3 clusters Score -714209.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -714216.562500 Penalty: 3135.856201
	Iteration 76Q: 3 clusters Score -714216.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -714221.437500 Penalty: 3135.856201
	Iteration 77Q: 3 clusters Score -714221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -714219.500000 Penalty: 3135.856201
	Iteration 78Q: 3 clusters Score -714219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -714223.125000 Penalty: 3135.856201
	Iteration 79Q: 3 clusters Score -714223.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -714223.500000 Penalty: 3135.856201
	Iteration 80F: 3 clusters Score -714223.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -714223.562500 Penalty: 3135.856201
	Iteration 81Q: 3 clusters Score -714223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -714226.062500 Penalty: 3135.856201
	Iteration 82Q: 3 clusters Score -714226.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -714225.937500 Penalty: 3135.856201
	Iteration 83Q: 3 clusters Score -714225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -714227.187500 Penalty: 3135.856201
	Iteration 84Q: 3 clusters Score -714227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -714227.000000 Penalty: 3135.856201
	Iteration 85Q: 3 clusters Score -714227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -714231.187500 Penalty: 3135.856201
	Iteration 86Q: 3 clusters Score -714231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -714231.062500 Penalty: 3135.856201
	Iteration 87Q: 3 clusters Score -714231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -714232.875000 Penalty: 3135.856201
	Iteration 88Q: 3 clusters Score -714232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -714233.500000 Penalty: 3135.856201
	Iteration 89Q: 3 clusters Score -714233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -714234.500000 Penalty: 3135.856201
	Iteration 90Q: 3 clusters Score -714234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -714236.125000 Penalty: 3135.856201
	Iteration 91Q: 3 clusters Score -714236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -714236.000000 Penalty: 3135.856201
	Iteration 92Q: 3 clusters Score -714236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -714237.500000 Penalty: 3135.856201
	Iteration 93Q: 3 clusters Score -714237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -714238.812500 Penalty: 3135.856201
	Iteration 94Q: 3 clusters Score -714238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -714239.312500 Penalty: 3135.856201
	Iteration 95Q: 3 clusters Score -714239.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -714240.750000 Penalty: 3135.856201
	Iteration 96Q: 3 clusters Score -714240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -714240.375000 Penalty: 3135.856201
	Iteration 97Q: 3 clusters Score -714240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -714241.750000 Penalty: 3135.856201
	Iteration 98Q: 3 clusters Score -714241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -714243.875000 Penalty: 3135.856201
	Iteration 99Q: 3 clusters Score -714243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -714245.187500 Penalty: 3135.856201
	Iteration 100F: 3 clusters Score -714245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -714246.000000 Penalty: 3135.856201
	Iteration 101Q: 3 clusters Score -714246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -714247.875000 Penalty: 3135.856201
	Iteration 102Q: 3 clusters Score -714247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -714248.062500 Penalty: 3135.856201
	Iteration 103Q: 3 clusters Score -714248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -714250.000000 Penalty: 3135.856201
	Iteration 104Q: 3 clusters Score -714250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -714250.062500 Penalty: 3135.856201
	Iteration 105Q: 3 clusters Score -714250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -714250.000000 Penalty: 3135.856201
	Iteration 106Q: 3 clusters Score -714250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -714249.250000 Penalty: 3135.856201
	Iteration 107Q: 3 clusters Score -714249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -714250.187500 Penalty: 3135.856201
	Iteration 108Q: 3 clusters Score -714250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -714251.062500 Penalty: 3135.856201
	Iteration 109Q: 3 clusters Score -714251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -714251.625000 Penalty: 3135.856201
	Iteration 110Q: 3 clusters Score -714251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -714250.562500 Penalty: 3135.856201
	Iteration 111Q: 3 clusters Score -714250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -714251.312500 Penalty: 3135.856201
	Iteration 112Q: 3 clusters Score -714251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -714251.812500 Penalty: 3135.856201
	Iteration 113Q: 3 clusters Score -714251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -714251.812500 Penalty: 3135.856201
	Iteration 114Q: 3 clusters Score -714251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -714251.875000 Penalty: 3135.856201
	Iteration 115Q: 3 clusters Score -714251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -714251.500000 Penalty: 3135.856201
	Iteration 116Q: 3 clusters Score -714251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -714252.187500 Penalty: 3135.856201
	Iteration 117Q: 3 clusters Score -714252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -714253.062500 Penalty: 3135.856201
	Iteration 118Q: 3 clusters Score -714253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -714252.500000 Penalty: 3135.856201
	Iteration 119Q: 3 clusters Score -714252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -714252.500000 Penalty: 3135.856201
	Iteration 120F: 3 clusters Score -714252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Entering Unmasked Estep 
Score: -306940.343750 Penalty: 1419.130493
	Iteration 0F: 2 clusters Score -306940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -302204.875000 Penalty: 2838.260986
	Iteration 0F: 3 clusters Score -302204.9 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -303539.625000 Penalty: 2838.260986
	Iteration 1F: 3 clusters Score -303539.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -303753.531250 Penalty: 2838.260986
	Iteration 2F: 3 clusters Score -303753.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -303949.468750 Penalty: 2838.260986
	Iteration 3Q: 3 clusters Score -303949.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -304134.968750 Penalty: 2838.260986
	Iteration 4Q: 3 clusters Score -304135 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -304313.968750 Penalty: 2838.260986
	Iteration 5Q: 3 clusters Score -304314 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -304474.250000 Penalty: 2838.260986
	Iteration 6Q: 3 clusters Score -304474.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -304637.156250 Penalty: 2838.260986
	Iteration 7Q: 3 clusters Score -304637.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -304807.250000 Penalty: 2838.260986
	Iteration 8Q: 3 clusters Score -304807.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -304969.468750 Penalty: 2838.260986
	Iteration 9Q: 3 clusters Score -304969.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -305119.656250 Penalty: 2838.260986
	Iteration 10Q: 3 clusters Score -305119.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -305244.781250 Penalty: 2838.260986
	Iteration 11Q: 3 clusters Score -305244.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -305338.187500 Penalty: 2838.260986
	Iteration 12Q: 3 clusters Score -305338.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -305405.468750 Penalty: 2838.260986
	Iteration 13Q: 3 clusters Score -305405.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -305444.812500 Penalty: 2838.260986
	Iteration 14Q: 3 clusters Score -305444.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -305468.625000 Penalty: 2838.260986
	Iteration 15Q: 3 clusters Score -305468.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -305483.437500 Penalty: 2838.260986
	Iteration 16Q: 3 clusters Score -305483.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -305494.687500 Penalty: 2838.260986
	Iteration 17Q: 3 clusters Score -305494.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -305503.500000 Penalty: 2838.260986
	Iteration 18Q: 3 clusters Score -305503.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -305512.062500 Penalty: 2838.260986
	Iteration 19Q: 3 clusters Score -305512.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -305519.625000 Penalty: 2838.260986
	Iteration 20F: 3 clusters Score -305519.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -305531.031250 Penalty: 2838.260986
	Iteration 21Q: 3 clusters Score -305531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -305538.531250 Penalty: 2838.260986
	Iteration 22Q: 3 clusters Score -305538.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -305543.000000 Penalty: 2838.260986
	Iteration 23Q: 3 clusters Score -305543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -305547.468750 Penalty: 2838.260986
	Iteration 24Q: 3 clusters Score -305547.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -305551.843750 Penalty: 2838.260986
	Iteration 25Q: 3 clusters Score -305551.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -305558.093750 Penalty: 2838.260986
	Iteration 26Q: 3 clusters Score -305558.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -305562.343750 Penalty: 2838.260986
	Iteration 27Q: 3 clusters Score -305562.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -305565.750000 Penalty: 2838.260986
	Iteration 28Q: 3 clusters Score -305565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -305568.937500 Penalty: 2838.260986
	Iteration 29Q: 3 clusters Score -305568.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -305571.437500 Penalty: 2838.260986
	Iteration 30Q: 3 clusters Score -305571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -305575.031250 Penalty: 2838.260986
	Iteration 31Q: 3 clusters Score -305575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -305578.687500 Penalty: 2838.260986
	Iteration 32Q: 3 clusters Score -305578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -305580.625000 Penalty: 2838.260986
	Iteration 33Q: 3 clusters Score -305580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -305582.312500 Penalty: 2838.260986
	Iteration 34Q: 3 clusters Score -305582.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -305583.812500 Penalty: 2838.260986
	Iteration 35Q: 3 clusters Score -305583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -305585.843750 Penalty: 2838.260986
	Iteration 36Q: 3 clusters Score -305585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -305587.625000 Penalty: 2838.260986
	Iteration 37Q: 3 clusters Score -305587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -305590.125000 Penalty: 2838.260986
	Iteration 38Q: 3 clusters Score -305590.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -305592.468750 Penalty: 2838.260986
	Iteration 39Q: 3 clusters Score -305592.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -305595.218750 Penalty: 2838.260986
	Iteration 40F: 3 clusters Score -305595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -305597.281250 Penalty: 2838.260986
	Iteration 41Q: 3 clusters Score -305597.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -305600.812500 Penalty: 2838.260986
	Iteration 42Q: 3 clusters Score -305600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -305604.562500 Penalty: 2838.260986
	Iteration 43Q: 3 clusters Score -305604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -305605.750000 Penalty: 2838.260986
	Iteration 44Q: 3 clusters Score -305605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -305608.593750 Penalty: 2838.260986
	Iteration 45Q: 3 clusters Score -305608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -305609.906250 Penalty: 2838.260986
	Iteration 46Q: 3 clusters Score -305609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -305610.750000 Penalty: 2838.260986
	Iteration 47Q: 3 clusters Score -305610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -305611.656250 Penalty: 2838.260986
	Iteration 48Q: 3 clusters Score -305611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -305613.468750 Penalty: 2838.260986
	Iteration 49Q: 3 clusters Score -305613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -305613.468750 Penalty: 2838.260986
	Iteration 50F: 3 clusters Score -305613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -80204.398438 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -80204.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -78233.656250 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -78233.66 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -78682.460938 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -78682.46 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -78832.679688 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -78832.68 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -78954.187500 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -78954.19 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -79060.328125 Penalty: 2444.955811
	Iteration 4F: 3 clusters Score -79060.33 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -79165.234375 Penalty: 2444.955811
	Iteration 5F: 3 clusters Score -79165.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -79241.562500 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -79241.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -79306.726562 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -79306.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -79360.382812 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -79360.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79406.226562 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -79406.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -79445.210938 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -79445.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79473.382812 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -79473.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79497.015625 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -79497.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79511.218750 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -79511.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79528.757812 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -79528.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79538.484375 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -79538.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79541.328125 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -79541.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79542.820312 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -79542.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79544.109375 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -79544.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79544.929688 Penalty: 2444.955811
	Iteration 19Q: 3 clusters Score -79544.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79546.359375 Penalty: 2444.955811
	Iteration 20F: 3 clusters Score -79546.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79546.984375 Penalty: 2444.955811
	Iteration 21Q: 3 clusters Score -79546.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79547.179688 Penalty: 2444.955811
	Iteration 22Q: 3 clusters Score -79547.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79547.406250 Penalty: 2444.955811
	Iteration 23Q: 3 clusters Score -79547.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79547.882812 Penalty: 2444.955811
	Iteration 24Q: 3 clusters Score -79547.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79547.882812 Penalty: 2444.955811
	Iteration 25F: 3 clusters Score -79547.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -118539.289062 Penalty: 1263.482300
	Iteration 0F: 2 clusters Score -118539.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -116211.593750 Penalty: 2526.964600
	Iteration 0F: 3 clusters Score -116211.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -116719.843750 Penalty: 2526.964600
	Iteration 1F: 3 clusters Score -116719.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -116826.898438 Penalty: 2526.964600
	Iteration 2F: 3 clusters Score -116826.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -116877.046875 Penalty: 2526.964600
	Iteration 3Q: 3 clusters Score -116877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -116921.242188 Penalty: 2526.964600
	Iteration 4Q: 3 clusters Score -116921.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -116951.890625 Penalty: 2526.964600
	Iteration 5Q: 3 clusters Score -116951.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -116974.164062 Penalty: 2526.964600
	Iteration 6Q: 3 clusters Score -116974.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -116996.140625 Penalty: 2526.964600
	Iteration 7Q: 3 clusters Score -116996.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -117020.250000 Penalty: 2526.964600
	Iteration 8Q: 3 clusters Score -117020.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -117036.609375 Penalty: 2526.964600
	Iteration 9Q: 3 clusters Score -117036.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -117051.242188 Penalty: 2526.964600
	Iteration 10Q: 3 clusters Score -117051.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -117065.562500 Penalty: 2526.964600
	Iteration 11Q: 3 clusters Score -117065.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -117077.406250 Penalty: 2526.964600
	Iteration 12Q: 3 clusters Score -117077.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117086.578125 Penalty: 2526.964600
	Iteration 13Q: 3 clusters Score -117086.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -117093.742188 Penalty: 2526.964600
	Iteration 14Q: 3 clusters Score -117093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -117098.929688 Penalty: 2526.964600
	Iteration 15Q: 3 clusters Score -117098.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -117107.812500 Penalty: 2526.964600
	Iteration 16Q: 3 clusters Score -117107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117117.851562 Penalty: 2526.964600
	Iteration 17Q: 3 clusters Score -117117.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -117125.953125 Penalty: 2526.964600
	Iteration 18Q: 3 clusters Score -117126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -117136.562500 Penalty: 2526.964600
	Iteration 19Q: 3 clusters Score -117136.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117143.765625 Penalty: 2526.964600
	Iteration 20F: 3 clusters Score -117143.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -117152.390625 Penalty: 2526.964600
	Iteration 21Q: 3 clusters Score -117152.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -117162.734375 Penalty: 2526.964600
	Iteration 22Q: 3 clusters Score -117162.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -117176.812500 Penalty: 2526.964600
	Iteration 23Q: 3 clusters Score -117176.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117188.765625 Penalty: 2526.964600
	Iteration 24Q: 3 clusters Score -117188.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117198.453125 Penalty: 2526.964600
	Iteration 25Q: 3 clusters Score -117198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -117209.187500 Penalty: 2526.964600
	Iteration 26Q: 3 clusters Score -117209.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117216.195312 Penalty: 2526.964600
	Iteration 27Q: 3 clusters Score -117216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117222.531250 Penalty: 2526.964600
	Iteration 28Q: 3 clusters Score -117222.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117231.625000 Penalty: 2526.964600
	Iteration 29Q: 3 clusters Score -117231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117237.851562 Penalty: 2526.964600
	Iteration 30Q: 3 clusters Score -117237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117244.406250 Penalty: 2526.964600
	Iteration 31Q: 3 clusters Score -117244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117248.578125 Penalty: 2526.964600
	Iteration 32Q: 3 clusters Score -117248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117250.710938 Penalty: 2526.964600
	Iteration 33Q: 3 clusters Score -117250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117253.867188 Penalty: 2526.964600
	Iteration 34Q: 3 clusters Score -117253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117256.304688 Penalty: 2526.964600
	Iteration 35Q: 3 clusters Score -117256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117257.742188 Penalty: 2526.964600
	Iteration 36Q: 3 clusters Score -117257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -117260.148438 Penalty: 2526.964600
	Iteration 37Q: 3 clusters Score -117260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117264.507812 Penalty: 2526.964600
	Iteration 38Q: 3 clusters Score -117264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117265.781250 Penalty: 2526.964600
	Iteration 39Q: 3 clusters Score -117265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117267.523438 Penalty: 2526.964600
	Iteration 40F: 3 clusters Score -117267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117269.851562 Penalty: 2526.964600
	Iteration 41Q: 3 clusters Score -117269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117272.046875 Penalty: 2526.964600
	Iteration 42Q: 3 clusters Score -117272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117274.937500 Penalty: 2526.964600
	Iteration 43Q: 3 clusters Score -117274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117277.093750 Penalty: 2526.964600
	Iteration 44Q: 3 clusters Score -117277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117279.867188 Penalty: 2526.964600
	Iteration 45Q: 3 clusters Score -117279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117284.250000 Penalty: 2526.964600
	Iteration 46Q: 3 clusters Score -117284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117287.234375 Penalty: 2526.964600
	Iteration 47Q: 3 clusters Score -117287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117293.070312 Penalty: 2526.964600
	Iteration 48Q: 3 clusters Score -117293.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117298.187500 Penalty: 2526.964600
	Iteration 49Q: 3 clusters Score -117298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117300.109375 Penalty: 2526.964600
	Iteration 50Q: 3 clusters Score -117300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117300.593750 Penalty: 2526.964600
	Iteration 51Q: 3 clusters Score -117300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117302.914062 Penalty: 2526.964600
	Iteration 52Q: 3 clusters Score -117302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117305.382812 Penalty: 2526.964600
	Iteration 53Q: 3 clusters Score -117305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117306.210938 Penalty: 2526.964600
	Iteration 54Q: 3 clusters Score -117306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117306.210938 Penalty: 2526.964600
	Iteration 55F: 3 clusters Score -117306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (608942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608942 members 
Entering Unmasked Estep 
Score: -28751104.000000 Penalty: 2164.415283
	Iteration 0F: 2 clusters Score -2.87511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304317 members 
Mstep: Class 2 contains 304625 members 
Entering Unmasked Estep 
Score: -28337176.000000 Penalty: 4328.830566
	Iteration 0F: 3 clusters Score -2.833718e+07 nChanged 299273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301598 members 
Mstep: Class 2 contains 307344 members 
Entering Unmasked Estep 
Score: -28520162.000000 Penalty: 4328.830566
	Iteration 1F: 3 clusters Score -2.852016e+07 nChanged 20267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299605 members 
Mstep: Class 2 contains 309337 members 
Entering Unmasked Estep 
Score: -28526686.000000 Penalty: 4328.830566
	Iteration 2Q: 3 clusters Score -2.852669e+07 nChanged 24372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296353 members 
Mstep: Class 2 contains 312589 members 
Entering Unmasked Estep 
Score: -28536356.000000 Penalty: 4328.830566
	Iteration 3Q: 3 clusters Score -2.853636e+07 nChanged 29476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290425 members 
Mstep: Class 2 contains 318517 members 
Entering Unmasked Estep 
Score: -28549958.000000 Penalty: 4328.830566
	Iteration 4Q: 3 clusters Score -2.854996e+07 nChanged 34174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280727 members 
Mstep: Class 2 contains 328215 members 
Entering Unmasked Estep 
Score: -28568454.000000 Penalty: 4328.830566
	Iteration 5F: 3 clusters Score -2.856845e+07 nChanged 38633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266334 members 
Mstep: Class 2 contains 342608 members 
Entering Unmasked Estep 
Score: -28593960.000000 Penalty: 4328.830566
	Iteration 6F: 3 clusters Score -2.859396e+07 nChanged 41018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248748 members 
Mstep: Class 2 contains 360194 members 
Entering Unmasked Estep 
Score: -28625538.000000 Penalty: 4328.830566
	Iteration 7F: 3 clusters Score -2.862554e+07 nChanged 39596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231278 members 
Mstep: Class 2 contains 377664 members 
Entering Unmasked Estep 
Score: -28656466.000000 Penalty: 4328.830566
	Iteration 8F: 3 clusters Score -2.865647e+07 nChanged 32982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217230 members 
Mstep: Class 2 contains 391712 members 
Entering Unmasked Estep 
Score: -28678276.000000 Penalty: 4328.830566
	Iteration 9F: 3 clusters Score -2.867828e+07 nChanged 23769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206595 members 
Mstep: Class 2 contains 402347 members 
Entering Unmasked Estep 
Score: -28690386.000000 Penalty: 4328.830566
	Iteration 10Q: 3 clusters Score -2.869039e+07 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198123 members 
Mstep: Class 2 contains 410819 members 
Entering Unmasked Estep 
Score: -28696380.000000 Penalty: 4328.830566
	Iteration 11Q: 3 clusters Score -2.869638e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191019 members 
Mstep: Class 2 contains 417923 members 
Entering Unmasked Estep 
Score: -28700774.000000 Penalty: 4328.830566
	Iteration 12Q: 3 clusters Score -2.870077e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184735 members 
Mstep: Class 2 contains 424207 members 
Entering Unmasked Estep 
Score: -28703752.000000 Penalty: 4328.830566
	Iteration 13Q: 3 clusters Score -2.870375e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179184 members 
Mstep: Class 2 contains 429758 members 
Entering Unmasked Estep 
Score: -28706094.000000 Penalty: 4328.830566
	Iteration 14Q: 3 clusters Score -2.870609e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 434725 members 
Entering Unmasked Estep 
Score: -28708008.000000 Penalty: 4328.830566
	Iteration 15Q: 3 clusters Score -2.870801e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169707 members 
Mstep: Class 2 contains 439235 members 
Entering Unmasked Estep 
Score: -28709286.000000 Penalty: 4328.830566
	Iteration 16Q: 3 clusters Score -2.870929e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165593 members 
Mstep: Class 2 contains 443349 members 
Entering Unmasked Estep 
Score: -28710274.000000 Penalty: 4328.830566
	Iteration 17Q: 3 clusters Score -2.871027e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 447133 members 
Entering Unmasked Estep 
Score: -28710990.000000 Penalty: 4328.830566
	Iteration 18Q: 3 clusters Score -2.871099e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 450722 members 
Entering Unmasked Estep 
Score: -28711604.000000 Penalty: 4328.830566
	Iteration 19Q: 3 clusters Score -2.87116e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 454235 members 
Entering Unmasked Estep 
Score: -28712134.000000 Penalty: 4328.830566
	Iteration 20F: 3 clusters Score -2.871213e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151380 members 
Mstep: Class 2 contains 457562 members 
Entering Unmasked Estep 
Score: -28712568.000000 Penalty: 4328.830566
	Iteration 21Q: 3 clusters Score -2.871257e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148092 members 
Mstep: Class 2 contains 460850 members 
Entering Unmasked Estep 
Score: -28712878.000000 Penalty: 4328.830566
	Iteration 22Q: 3 clusters Score -2.871288e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144889 members 
Mstep: Class 2 contains 464053 members 
Entering Unmasked Estep 
Score: -28713128.000000 Penalty: 4328.830566
	Iteration 23Q: 3 clusters Score -2.871313e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141551 members 
Mstep: Class 2 contains 467391 members 
Entering Unmasked Estep 
Score: -28713368.000000 Penalty: 4328.830566
	Iteration 24Q: 3 clusters Score -2.871337e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138252 members 
Mstep: Class 2 contains 470690 members 
Entering Unmasked Estep 
Score: -28713880.000000 Penalty: 4328.830566
	Iteration 25Q: 3 clusters Score -2.871388e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134975 members 
Mstep: Class 2 contains 473967 members 
Entering Unmasked Estep 
Score: -28714236.000000 Penalty: 4328.830566
	Iteration 26Q: 3 clusters Score -2.871424e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 477287 members 
Entering Unmasked Estep 
Score: -28714686.000000 Penalty: 4328.830566
	Iteration 27Q: 3 clusters Score -2.871469e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 480649 members 
Entering Unmasked Estep 
Score: -28715080.000000 Penalty: 4328.830566
	Iteration 28Q: 3 clusters Score -2.871508e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124928 members 
Mstep: Class 2 contains 484014 members 
Entering Unmasked Estep 
Score: -28715550.000000 Penalty: 4328.830566
	Iteration 29Q: 3 clusters Score -2.871555e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121456 members 
Mstep: Class 2 contains 487486 members 
Entering Unmasked Estep 
Score: -28716080.000000 Penalty: 4328.830566
	Iteration 30Q: 3 clusters Score -2.871608e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 491172 members 
Entering Unmasked Estep 
Score: -28716272.000000 Penalty: 4328.830566
	Iteration 31Q: 3 clusters Score -2.871627e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 495077 members 
Entering Unmasked Estep 
Score: -28716768.000000 Penalty: 4328.830566
	Iteration 32Q: 3 clusters Score -2.871677e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 499173 members 
Entering Unmasked Estep 
Score: -28717502.000000 Penalty: 4328.830566
	Iteration 33Q: 3 clusters Score -2.87175e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 503625 members 
Entering Unmasked Estep 
Score: -28718342.000000 Penalty: 4328.830566
	Iteration 34Q: 3 clusters Score -2.871834e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 508496 members 
Entering Unmasked Estep 
Score: -28719376.000000 Penalty: 4328.830566
	Iteration 35Q: 3 clusters Score -2.871938e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 513643 members 
Entering Unmasked Estep 
Score: -28720290.000000 Penalty: 4328.830566
	Iteration 36Q: 3 clusters Score -2.872029e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 519069 members 
Entering Unmasked Estep 
Score: -28721760.000000 Penalty: 4328.830566
	Iteration 37Q: 3 clusters Score -2.872176e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 524733 members 
Entering Unmasked Estep 
Score: -28723340.000000 Penalty: 4328.830566
	Iteration 38Q: 3 clusters Score -2.872334e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 530512 members 
Entering Unmasked Estep 
Score: -28725122.000000 Penalty: 4328.830566
	Iteration 39Q: 3 clusters Score -2.872512e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 536623 members 
Entering Unmasked Estep 
Score: -28726882.000000 Penalty: 4328.830566
	Iteration 40F: 3 clusters Score -2.872688e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 542996 members 
Entering Unmasked Estep 
Score: -28728974.000000 Penalty: 4328.830566
	Iteration 41Q: 3 clusters Score -2.872897e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 549378 members 
Entering Unmasked Estep 
Score: -28731122.000000 Penalty: 4328.830566
	Iteration 42Q: 3 clusters Score -2.873112e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 555731 members 
Entering Unmasked Estep 
Score: -28733436.000000 Penalty: 4328.830566
	Iteration 43Q: 3 clusters Score -2.873344e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 561961 members 
Entering Unmasked Estep 
Score: -28736092.000000 Penalty: 4328.830566
	Iteration 44Q: 3 clusters Score -2.873609e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 567830 members 
Entering Unmasked Estep 
Score: -28738346.000000 Penalty: 4328.830566
	Iteration 45Q: 3 clusters Score -2.873835e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 573298 members 
Entering Unmasked Estep 
Score: -28740528.000000 Penalty: 4328.830566
	Iteration 46Q: 3 clusters Score -2.874053e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 578286 members 
Entering Unmasked Estep 
Score: -28742548.000000 Penalty: 4328.830566
	Iteration 47Q: 3 clusters Score -2.874255e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 582674 members 
Entering Unmasked Estep 
Score: -28744736.000000 Penalty: 4328.830566
	Iteration 48Q: 3 clusters Score -2.874474e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 586422 members 
Entering Unmasked Estep 
Score: -28746476.000000 Penalty: 4328.830566
	Iteration 49Q: 3 clusters Score -2.874648e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 589367 members 
Entering Unmasked Estep 
Score: -28747874.000000 Penalty: 4328.830566
	Iteration 50Q: 3 clusters Score -2.874787e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 591718 members 
Entering Unmasked Estep 
Score: -28748822.000000 Penalty: 4328.830566
	Iteration 51Q: 3 clusters Score -2.874882e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 593544 members 
Entering Unmasked Estep 
Score: -28749624.000000 Penalty: 4328.830566
	Iteration 52Q: 3 clusters Score -2.874962e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 595012 members 
Entering Unmasked Estep 
Score: -28750312.000000 Penalty: 4328.830566
	Iteration 53Q: 3 clusters Score -2.875031e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 596187 members 
Entering Unmasked Estep 
Score: -28750654.000000 Penalty: 4328.830566
	Iteration 54Q: 3 clusters Score -2.875065e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 597077 members 
Entering Unmasked Estep 
Score: -28750832.000000 Penalty: 4328.830566
	Iteration 55Q: 3 clusters Score -2.875083e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 597748 members 
Entering Unmasked Estep 
Score: -28750904.000000 Penalty: 4328.830566
	Iteration 56Q: 3 clusters Score -2.87509e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 598331 members 
Entering Unmasked Estep 
Score: -28751114.000000 Penalty: 4328.830566
	Iteration 57Q: 3 clusters Score -2.875111e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 598793 members 
Entering Unmasked Estep 
Score: -28751182.000000 Penalty: 4328.830566
	Iteration 58Q: 3 clusters Score -2.875118e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 599173 members 
Entering Unmasked Estep 
Score: -28751212.000000 Penalty: 4328.830566
	Iteration 59Q: 3 clusters Score -2.875121e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 599486 members 
Entering Unmasked Estep 
Score: -28751286.000000 Penalty: 4328.830566
	Iteration 60F: 3 clusters Score -2.875129e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 599734 members 
Entering Unmasked Estep 
Score: -28751340.000000 Penalty: 4328.830566
	Iteration 61Q: 3 clusters Score -2.875134e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 599915 members 
Entering Unmasked Estep 
Score: -28751320.000000 Penalty: 4328.830566
	Iteration 62Q: 3 clusters Score -2.875132e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 600073 members 
Entering Unmasked Estep 
Score: -28751376.000000 Penalty: 4328.830566
	Iteration 63Q: 3 clusters Score -2.875138e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 600192 members 
Entering Unmasked Estep 
Score: -28751362.000000 Penalty: 4328.830566
	Iteration 64Q: 3 clusters Score -2.875136e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 600303 members 
Entering Unmasked Estep 
Score: -28751378.000000 Penalty: 4328.830566
	Iteration 65Q: 3 clusters Score -2.875138e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 600398 members 
Entering Unmasked Estep 
Score: -28751372.000000 Penalty: 4328.830566
	Iteration 66Q: 3 clusters Score -2.875137e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 600469 members 
Entering Unmasked Estep 
Score: -28751382.000000 Penalty: 4328.830566
	Iteration 67Q: 3 clusters Score -2.875138e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 600547 members 
Entering Unmasked Estep 
Score: -28751422.000000 Penalty: 4328.830566
	Iteration 68Q: 3 clusters Score -2.875142e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 600615 members 
Entering Unmasked Estep 
Score: -28751438.000000 Penalty: 4328.830566
	Iteration 69Q: 3 clusters Score -2.875144e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 600677 members 
Entering Unmasked Estep 
Score: -28751424.000000 Penalty: 4328.830566
	Iteration 70Q: 3 clusters Score -2.875142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 600724 members 
Entering Unmasked Estep 
Score: -28751438.000000 Penalty: 4328.830566
	Iteration 71Q: 3 clusters Score -2.875144e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 600764 members 
Entering Unmasked Estep 
Score: -28751448.000000 Penalty: 4328.830566
	Iteration 72Q: 3 clusters Score -2.875145e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 600803 members 
Entering Unmasked Estep 
Score: -28751458.000000 Penalty: 4328.830566
	Iteration 73Q: 3 clusters Score -2.875146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 600834 members 
Entering Unmasked Estep 
Score: -28751480.000000 Penalty: 4328.830566
	Iteration 74Q: 3 clusters Score -2.875148e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 600860 members 
Entering Unmasked Estep 
Score: -28751468.000000 Penalty: 4328.830566
	Iteration 75Q: 3 clusters Score -2.875147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 600883 members 
Entering Unmasked Estep 
Score: -28751486.000000 Penalty: 4328.830566
	Iteration 76Q: 3 clusters Score -2.875149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 600907 members 
Entering Unmasked Estep 
Score: -28751472.000000 Penalty: 4328.830566
	Iteration 77Q: 3 clusters Score -2.875147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 600927 members 
Entering Unmasked Estep 
Score: -28751450.000000 Penalty: 4328.830566
	Iteration 78Q: 3 clusters Score -2.875145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 600937 members 
Entering Unmasked Estep 
Score: -28751474.000000 Penalty: 4328.830566
	Iteration 79Q: 3 clusters Score -2.875147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 600946 members 
Entering Unmasked Estep 
Score: -28751452.000000 Penalty: 4328.830566
	Iteration 80F: 3 clusters Score -2.875145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 600956 members 
Entering Unmasked Estep 
Score: -28751458.000000 Penalty: 4328.830566
	Iteration 81Q: 3 clusters Score -2.875146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 600965 members 
Entering Unmasked Estep 
Score: -28751466.000000 Penalty: 4328.830566
	Iteration 82Q: 3 clusters Score -2.875147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 600976 members 
Entering Unmasked Estep 
Score: -28751474.000000 Penalty: 4328.830566
	Iteration 83Q: 3 clusters Score -2.875147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 600986 members 
Entering Unmasked Estep 
Score: -28751458.000000 Penalty: 4328.830566
	Iteration 84Q: 3 clusters Score -2.875146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 600999 members 
Entering Unmasked Estep 
Score: -28751460.000000 Penalty: 4328.830566
	Iteration 85Q: 3 clusters Score -2.875146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 601010 members 
Entering Unmasked Estep 
Score: -28751460.000000 Penalty: 4328.830566
	Iteration 86Q: 3 clusters Score -2.875146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 601024 members 
Entering Unmasked Estep 
Score: -28751466.000000 Penalty: 4328.830566
	Iteration 87Q: 3 clusters Score -2.875147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 601035 members 
Entering Unmasked Estep 
Score: -28751460.000000 Penalty: 4328.830566
	Iteration 88Q: 3 clusters Score -2.875146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 601042 members 
Entering Unmasked Estep 
Score: -28751464.000000 Penalty: 4328.830566
	Iteration 89Q: 3 clusters Score -2.875146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 601051 members 
Entering Unmasked Estep 
Score: -28751470.000000 Penalty: 4328.830566
	Iteration 90Q: 3 clusters Score -2.875147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 601062 members 
Entering Unmasked Estep 
Score: -28751470.000000 Penalty: 4328.830566
	Iteration 91Q: 3 clusters Score -2.875147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 601069 members 
Entering Unmasked Estep 
Score: -28751444.000000 Penalty: 4328.830566
	Iteration 92Q: 3 clusters Score -2.875144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 601073 members 
Entering Unmasked Estep 
Score: -28751438.000000 Penalty: 4328.830566
	Iteration 93Q: 3 clusters Score -2.875144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 601076 members 
Entering Unmasked Estep 
Score: -28751446.000000 Penalty: 4328.830566
	Iteration 94Q: 3 clusters Score -2.875145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 601076 members 
Entering Unmasked Estep 
Score: -28751448.000000 Penalty: 4328.830566
	Iteration 95Q: 3 clusters Score -2.875145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 601079 members 
Entering Unmasked Estep 
Score: -28751428.000000 Penalty: 4328.830566
	Iteration 96Q: 3 clusters Score -2.875143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 601082 members 
Entering Unmasked Estep 
Score: -28751424.000000 Penalty: 4328.830566
	Iteration 97Q: 3 clusters Score -2.875142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 601085 members 
Entering Unmasked Estep 
Score: -28751436.000000 Penalty: 4328.830566
	Iteration 98Q: 3 clusters Score -2.875144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 601086 members 
Entering Unmasked Estep 
Score: -28751438.000000 Penalty: 4328.830566
	Iteration 99Q: 3 clusters Score -2.875144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 601085 members 
Entering Unmasked Estep 
Score: -28751440.000000 Penalty: 4328.830566
	Iteration 100F: 3 clusters Score -2.875144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 19993 members 
Mstep: Class 9 contains 11956 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 13976 members 
Mstep: Class 12 contains 601085 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 18 contains 25873 members 
Mstep: Class 20 contains 46260 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 22 contains 13946 members 
Mstep: Class 23 contains 4427 members 
Entering Unmasked Estep 
Score: -37530460.000000 Penalty: 41993.605469
Splitting cluster 6 changes total score from -37530336.000000 to -37530460.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -406830.062500 Penalty: 1466.949097
	Iteration 0F: 2 clusters Score -406830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -400737.468750 Penalty: 2933.898193
	Iteration 0F: 3 clusters Score -400737.5 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -402489.593750 Penalty: 2933.898193
	Iteration 1F: 3 clusters Score -402489.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -402715.843750 Penalty: 2933.898193
	Iteration 2F: 3 clusters Score -402715.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -402910.125000 Penalty: 2933.898193
	Iteration 3F: 3 clusters Score -402910.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -403119.687500 Penalty: 2933.898193
	Iteration 4Q: 3 clusters Score -403119.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -403327.187500 Penalty: 2933.898193
	Iteration 5Q: 3 clusters Score -403327.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -403514.812500 Penalty: 2933.898193
	Iteration 6Q: 3 clusters Score -403514.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -403710.500000 Penalty: 2933.898193
	Iteration 7Q: 3 clusters Score -403710.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -403928.468750 Penalty: 2933.898193
	Iteration 8Q: 3 clusters Score -403928.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -404190.625000 Penalty: 2933.898193
	Iteration 9Q: 3 clusters Score -404190.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -404444.437500 Penalty: 2933.898193
	Iteration 10Q: 3 clusters Score -404444.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -404703.281250 Penalty: 2933.898193
	Iteration 11Q: 3 clusters Score -404703.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -404942.406250 Penalty: 2933.898193
	Iteration 12Q: 3 clusters Score -404942.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -405162.531250 Penalty: 2933.898193
	Iteration 13Q: 3 clusters Score -405162.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -405335.125000 Penalty: 2933.898193
	Iteration 14Q: 3 clusters Score -405335.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -405433.156250 Penalty: 2933.898193
	Iteration 15Q: 3 clusters Score -405433.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -405487.687500 Penalty: 2933.898193
	Iteration 16Q: 3 clusters Score -405487.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -405524.281250 Penalty: 2933.898193
	Iteration 17Q: 3 clusters Score -405524.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -405561.781250 Penalty: 2933.898193
	Iteration 18Q: 3 clusters Score -405561.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -405601.718750 Penalty: 2933.898193
	Iteration 19Q: 3 clusters Score -405601.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -405629.312500 Penalty: 2933.898193
	Iteration 20F: 3 clusters Score -405629.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -405648.375000 Penalty: 2933.898193
	Iteration 21Q: 3 clusters Score -405648.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -405668.218750 Penalty: 2933.898193
	Iteration 22Q: 3 clusters Score -405668.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -405682.937500 Penalty: 2933.898193
	Iteration 23Q: 3 clusters Score -405682.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -405695.187500 Penalty: 2933.898193
	Iteration 24Q: 3 clusters Score -405695.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -405707.718750 Penalty: 2933.898193
	Iteration 25Q: 3 clusters Score -405707.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -405716.000000 Penalty: 2933.898193
	Iteration 26Q: 3 clusters Score -405716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -405729.531250 Penalty: 2933.898193
	Iteration 27Q: 3 clusters Score -405729.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -405740.406250 Penalty: 2933.898193
	Iteration 28Q: 3 clusters Score -405740.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -405750.500000 Penalty: 2933.898193
	Iteration 29Q: 3 clusters Score -405750.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -405757.406250 Penalty: 2933.898193
	Iteration 30Q: 3 clusters Score -405757.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -405764.125000 Penalty: 2933.898193
	Iteration 31Q: 3 clusters Score -405764.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -405771.687500 Penalty: 2933.898193
	Iteration 32Q: 3 clusters Score -405771.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -405781.062500 Penalty: 2933.898193
	Iteration 33Q: 3 clusters Score -405781.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -405788.218750 Penalty: 2933.898193
	Iteration 34Q: 3 clusters Score -405788.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -405795.437500 Penalty: 2933.898193
	Iteration 35Q: 3 clusters Score -405795.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -405800.156250 Penalty: 2933.898193
	Iteration 36Q: 3 clusters Score -405800.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -405804.656250 Penalty: 2933.898193
	Iteration 37Q: 3 clusters Score -405804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -405807.093750 Penalty: 2933.898193
	Iteration 38Q: 3 clusters Score -405807.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -405810.125000 Penalty: 2933.898193
	Iteration 39Q: 3 clusters Score -405810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -405811.250000 Penalty: 2933.898193
	Iteration 40F: 3 clusters Score -405811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -405813.437500 Penalty: 2933.898193
	Iteration 41Q: 3 clusters Score -405813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -405813.062500 Penalty: 2933.898193
	Iteration 42Q: 3 clusters Score -405813.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -405815.937500 Penalty: 2933.898193
	Iteration 43Q: 3 clusters Score -405815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -405818.468750 Penalty: 2933.898193
	Iteration 44Q: 3 clusters Score -405818.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -405818.625000 Penalty: 2933.898193
	Iteration 45Q: 3 clusters Score -405818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -405818.250000 Penalty: 2933.898193
	Iteration 46Q: 3 clusters Score -405818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -405818.750000 Penalty: 2933.898193
	Iteration 47Q: 3 clusters Score -405818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -405820.125000 Penalty: 2933.898193
	Iteration 48Q: 3 clusters Score -405820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -405820.125000 Penalty: 2933.898193
	Iteration 49F: 3 clusters Score -405820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Entering Unmasked Estep 
Score: -1004947.937500 Penalty: 1609.259766
	Iteration 0F: 2 clusters Score -1004948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -991363.562500 Penalty: 3218.519531
	Iteration 0F: 3 clusters Score -991363.6 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -996107.312500 Penalty: 3218.519531
	Iteration 1F: 3 clusters Score -996107.3 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -996374.687500 Penalty: 3218.519531
	Iteration 2Q: 3 clusters Score -996374.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -996594.875000 Penalty: 3218.519531
	Iteration 3Q: 3 clusters Score -996594.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -996836.812500 Penalty: 3218.519531
	Iteration 4Q: 3 clusters Score -996836.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -997105.250000 Penalty: 3218.519531
	Iteration 5Q: 3 clusters Score -997105.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -997433.937500 Penalty: 3218.519531
	Iteration 6Q: 3 clusters Score -997433.9 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -997857.437500 Penalty: 3218.519531
	Iteration 7Q: 3 clusters Score -997857.4 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -998475.812500 Penalty: 3218.519531
	Iteration 8F: 3 clusters Score -998475.8 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -999268.937500 Penalty: 3218.519531
	Iteration 9F: 3 clusters Score -999268.9 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1000118.187500 Penalty: 3218.519531
	Iteration 10F: 3 clusters Score -1000118 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1000931.437500 Penalty: 3218.519531
	Iteration 11F: 3 clusters Score -1000931 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1001629.312500 Penalty: 3218.519531
	Iteration 12Q: 3 clusters Score -1001629 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1002164.625000 Penalty: 3218.519531
	Iteration 13Q: 3 clusters Score -1002165 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1002570.000000 Penalty: 3218.519531
	Iteration 14Q: 3 clusters Score -1002570 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1002869.375000 Penalty: 3218.519531
	Iteration 15Q: 3 clusters Score -1002869 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1003087.187500 Penalty: 3218.519531
	Iteration 16Q: 3 clusters Score -1003087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1003242.187500 Penalty: 3218.519531
	Iteration 17Q: 3 clusters Score -1003242 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1003330.562500 Penalty: 3218.519531
	Iteration 18Q: 3 clusters Score -1003331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1003388.437500 Penalty: 3218.519531
	Iteration 19Q: 3 clusters Score -1003388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1003432.375000 Penalty: 3218.519531
	Iteration 20F: 3 clusters Score -1003432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1003459.437500 Penalty: 3218.519531
	Iteration 21Q: 3 clusters Score -1003459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1003480.062500 Penalty: 3218.519531
	Iteration 22Q: 3 clusters Score -1003480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1003501.125000 Penalty: 3218.519531
	Iteration 23Q: 3 clusters Score -1003501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1003515.125000 Penalty: 3218.519531
	Iteration 24Q: 3 clusters Score -1003515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1003529.125000 Penalty: 3218.519531
	Iteration 25Q: 3 clusters Score -1003529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1003537.125000 Penalty: 3218.519531
	Iteration 26Q: 3 clusters Score -1003537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1003549.312500 Penalty: 3218.519531
	Iteration 27Q: 3 clusters Score -1003549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1003551.937500 Penalty: 3218.519531
	Iteration 28Q: 3 clusters Score -1003552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1003553.812500 Penalty: 3218.519531
	Iteration 29Q: 3 clusters Score -1003554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1003559.500000 Penalty: 3218.519531
	Iteration 30Q: 3 clusters Score -1003560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1003561.750000 Penalty: 3218.519531
	Iteration 31Q: 3 clusters Score -1003562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1003564.500000 Penalty: 3218.519531
	Iteration 32Q: 3 clusters Score -1003564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1003564.500000 Penalty: 3218.519531
	Iteration 33F: 3 clusters Score -1003564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Entering Unmasked Estep 
Score: -620305.437500 Penalty: 1525.710571
	Iteration 0F: 2 clusters Score -620305.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -611871.812500 Penalty: 3051.421143
	Iteration 0F: 3 clusters Score -611871.8 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -614630.562500 Penalty: 3051.421143
	Iteration 1F: 3 clusters Score -614630.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -614879.500000 Penalty: 3051.421143
	Iteration 2F: 3 clusters Score -614879.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -615060.562500 Penalty: 3051.421143
	Iteration 3Q: 3 clusters Score -615060.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -615213.750000 Penalty: 3051.421143
	Iteration 4Q: 3 clusters Score -615213.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -615367.562500 Penalty: 3051.421143
	Iteration 5Q: 3 clusters Score -615367.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -615552.062500 Penalty: 3051.421143
	Iteration 6Q: 3 clusters Score -615552.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -615774.687500 Penalty: 3051.421143
	Iteration 7Q: 3 clusters Score -615774.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -616050.125000 Penalty: 3051.421143
	Iteration 8Q: 3 clusters Score -616050.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -616369.187500 Penalty: 3051.421143
	Iteration 9Q: 3 clusters Score -616369.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -616808.562500 Penalty: 3051.421143
	Iteration 10F: 3 clusters Score -616808.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -617317.750000 Penalty: 3051.421143
	Iteration 11F: 3 clusters Score -617317.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -617794.062500 Penalty: 3051.421143
	Iteration 12Q: 3 clusters Score -617794.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -618168.375000 Penalty: 3051.421143
	Iteration 13Q: 3 clusters Score -618168.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -618434.062500 Penalty: 3051.421143
	Iteration 14Q: 3 clusters Score -618434.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -618610.125000 Penalty: 3051.421143
	Iteration 15Q: 3 clusters Score -618610.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -618720.750000 Penalty: 3051.421143
	Iteration 16Q: 3 clusters Score -618720.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -618794.875000 Penalty: 3051.421143
	Iteration 17Q: 3 clusters Score -618794.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -618842.750000 Penalty: 3051.421143
	Iteration 18Q: 3 clusters Score -618842.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -618873.187500 Penalty: 3051.421143
	Iteration 19Q: 3 clusters Score -618873.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -618903.062500 Penalty: 3051.421143
	Iteration 20F: 3 clusters Score -618903.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -618925.500000 Penalty: 3051.421143
	Iteration 21Q: 3 clusters Score -618925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -618943.625000 Penalty: 3051.421143
	Iteration 22Q: 3 clusters Score -618943.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -618958.562500 Penalty: 3051.421143
	Iteration 23Q: 3 clusters Score -618958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -618965.250000 Penalty: 3051.421143
	Iteration 24Q: 3 clusters Score -618965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -618966.187500 Penalty: 3051.421143
	Iteration 25Q: 3 clusters Score -618966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -618972.500000 Penalty: 3051.421143
	Iteration 26Q: 3 clusters Score -618972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -618974.687500 Penalty: 3051.421143
	Iteration 27Q: 3 clusters Score -618974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -618976.250000 Penalty: 3051.421143
	Iteration 28Q: 3 clusters Score -618976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -618976.250000 Penalty: 3051.421143
	Iteration 29F: 3 clusters Score -618976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -403934.937500 Penalty: 1463.358398
	Iteration 0F: 2 clusters Score -403934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -397897.375000 Penalty: 2926.716797
	Iteration 0F: 3 clusters Score -397897.4 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -399805.218750 Penalty: 2926.716797
	Iteration 1F: 3 clusters Score -399805.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -400092.187500 Penalty: 2926.716797
	Iteration 2F: 3 clusters Score -400092.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -400499.281250 Penalty: 2926.716797
	Iteration 3F: 3 clusters Score -400499.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -401359.718750 Penalty: 2926.716797
	Iteration 4F: 3 clusters Score -401359.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -402310.156250 Penalty: 2926.716797
	Iteration 5F: 3 clusters Score -402310.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -403135.437500 Penalty: 2926.716797
	Iteration 6F: 3 clusters Score -403135.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -403697.375000 Penalty: 2926.716797
	Iteration 7F: 3 clusters Score -403697.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -403992.875000 Penalty: 2926.716797
	Iteration 8Q: 3 clusters Score -403992.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -404120.812500 Penalty: 2926.716797
	Iteration 9Q: 3 clusters Score -404120.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -404185.281250 Penalty: 2926.716797
	Iteration 10Q: 3 clusters Score -404185.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -404214.156250 Penalty: 2926.716797
	Iteration 11Q: 3 clusters Score -404214.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -404233.843750 Penalty: 2926.716797
	Iteration 12Q: 3 clusters Score -404233.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -404251.375000 Penalty: 2926.716797
	Iteration 13Q: 3 clusters Score -404251.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -404262.656250 Penalty: 2926.716797
	Iteration 14Q: 3 clusters Score -404262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -404272.281250 Penalty: 2926.716797
	Iteration 15Q: 3 clusters Score -404272.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -404286.593750 Penalty: 2926.716797
	Iteration 16Q: 3 clusters Score -404286.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -404295.468750 Penalty: 2926.716797
	Iteration 17Q: 3 clusters Score -404295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404297.468750 Penalty: 2926.716797
	Iteration 18Q: 3 clusters Score -404297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -404297.656250 Penalty: 2926.716797
	Iteration 19Q: 3 clusters Score -404297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -404299.062500 Penalty: 2926.716797
	Iteration 20F: 3 clusters Score -404299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -404300.343750 Penalty: 2926.716797
	Iteration 21Q: 3 clusters Score -404300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -404300.625000 Penalty: 2926.716797
	Iteration 22Q: 3 clusters Score -404300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -404301.125000 Penalty: 2926.716797
	Iteration 23Q: 3 clusters Score -404301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -404301.281250 Penalty: 2926.716797
	Iteration 24Q: 3 clusters Score -404301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -404301.281250 Penalty: 2926.716797
	Iteration 25F: 3 clusters Score -404301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 19993 members 
Mstep: Class 9 contains 11956 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 13976 members 
Mstep: Class 12 contains 601085 members 
Mstep: Class 13 contains 817 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 18 contains 25873 members 
Mstep: Class 20 contains 46260 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 22 contains 13946 members 
Mstep: Class 23 contains 4427 members 
Entering Unmasked Estep 
Score: -37530048.000000 Penalty: 44203.796875
Splitting cluster 10 changes total score from -37530336.000000 to -37530048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (13976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Entering Unmasked Estep 
Score: -688328.812500 Penalty: 1551.078125
	Iteration 0F: 2 clusters Score -688328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -678612.437500 Penalty: 3102.156250
	Iteration 0F: 3 clusters Score -678612.4 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -681982.375000 Penalty: 3102.156250
	Iteration 1F: 3 clusters Score -681982.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -682475.937500 Penalty: 3102.156250
	Iteration 2F: 3 clusters Score -682475.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -683018.875000 Penalty: 3102.156250
	Iteration 3F: 3 clusters Score -683018.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -683703.875000 Penalty: 3102.156250
	Iteration 4F: 3 clusters Score -683703.9 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -684492.187500 Penalty: 3102.156250
	Iteration 5F: 3 clusters Score -684492.2 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -685219.187500 Penalty: 3102.156250
	Iteration 6F: 3 clusters Score -685219.2 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -685792.312500 Penalty: 3102.156250
	Iteration 7F: 3 clusters Score -685792.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -686180.562500 Penalty: 3102.156250
	Iteration 8Q: 3 clusters Score -686180.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -686422.187500 Penalty: 3102.156250
	Iteration 9Q: 3 clusters Score -686422.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -686545.000000 Penalty: 3102.156250
	Iteration 10Q: 3 clusters Score -686545 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -686609.875000 Penalty: 3102.156250
	Iteration 11Q: 3 clusters Score -686609.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -686659.437500 Penalty: 3102.156250
	Iteration 12Q: 3 clusters Score -686659.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -686708.250000 Penalty: 3102.156250
	Iteration 13Q: 3 clusters Score -686708.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -686747.937500 Penalty: 3102.156250
	Iteration 14Q: 3 clusters Score -686747.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -686794.375000 Penalty: 3102.156250
	Iteration 15Q: 3 clusters Score -686794.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -686837.812500 Penalty: 3102.156250
	Iteration 16Q: 3 clusters Score -686837.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -686867.437500 Penalty: 3102.156250
	Iteration 17Q: 3 clusters Score -686867.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -686893.937500 Penalty: 3102.156250
	Iteration 18Q: 3 clusters Score -686893.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -686921.625000 Penalty: 3102.156250
	Iteration 19Q: 3 clusters Score -686921.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -686956.625000 Penalty: 3102.156250
	Iteration 20F: 3 clusters Score -686956.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -686995.687500 Penalty: 3102.156250
	Iteration 21Q: 3 clusters Score -686995.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -687030.812500 Penalty: 3102.156250
	Iteration 22Q: 3 clusters Score -687030.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -687057.000000 Penalty: 3102.156250
	Iteration 23Q: 3 clusters Score -687057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -687073.500000 Penalty: 3102.156250
	Iteration 24Q: 3 clusters Score -687073.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -687083.937500 Penalty: 3102.156250
	Iteration 25Q: 3 clusters Score -687083.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -687092.312500 Penalty: 3102.156250
	Iteration 26Q: 3 clusters Score -687092.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -687102.062500 Penalty: 3102.156250
	Iteration 27Q: 3 clusters Score -687102.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -687109.250000 Penalty: 3102.156250
	Iteration 28Q: 3 clusters Score -687109.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -687119.000000 Penalty: 3102.156250
	Iteration 29Q: 3 clusters Score -687119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -687128.875000 Penalty: 3102.156250
	Iteration 30Q: 3 clusters Score -687128.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -687140.750000 Penalty: 3102.156250
	Iteration 31Q: 3 clusters Score -687140.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -687155.062500 Penalty: 3102.156250
	Iteration 32Q: 3 clusters Score -687155.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -687167.937500 Penalty: 3102.156250
	Iteration 33Q: 3 clusters Score -687167.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -687177.312500 Penalty: 3102.156250
	Iteration 34Q: 3 clusters Score -687177.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -687190.875000 Penalty: 3102.156250
	Iteration 35Q: 3 clusters Score -687190.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -687198.312500 Penalty: 3102.156250
	Iteration 36Q: 3 clusters Score -687198.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -687207.062500 Penalty: 3102.156250
	Iteration 37Q: 3 clusters Score -687207.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -687216.687500 Penalty: 3102.156250
	Iteration 38Q: 3 clusters Score -687216.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -687222.250000 Penalty: 3102.156250
	Iteration 39Q: 3 clusters Score -687222.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -687233.625000 Penalty: 3102.156250
	Iteration 40F: 3 clusters Score -687233.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -687237.437500 Penalty: 3102.156250
	Iteration 41Q: 3 clusters Score -687237.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -687243.312500 Penalty: 3102.156250
	Iteration 42Q: 3 clusters Score -687243.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -687245.687500 Penalty: 3102.156250
	Iteration 43Q: 3 clusters Score -687245.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -687247.875000 Penalty: 3102.156250
	Iteration 44Q: 3 clusters Score -687247.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -687250.375000 Penalty: 3102.156250
	Iteration 45Q: 3 clusters Score -687250.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -687253.875000 Penalty: 3102.156250
	Iteration 46Q: 3 clusters Score -687253.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -687258.000000 Penalty: 3102.156250
	Iteration 47Q: 3 clusters Score -687258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -687260.125000 Penalty: 3102.156250
	Iteration 48Q: 3 clusters Score -687260.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -687262.312500 Penalty: 3102.156250
	Iteration 49Q: 3 clusters Score -687262.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -687268.562500 Penalty: 3102.156250
	Iteration 50Q: 3 clusters Score -687268.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -687273.000000 Penalty: 3102.156250
	Iteration 51Q: 3 clusters Score -687273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -687278.375000 Penalty: 3102.156250
	Iteration 52Q: 3 clusters Score -687278.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -687280.875000 Penalty: 3102.156250
	Iteration 53Q: 3 clusters Score -687280.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -687285.125000 Penalty: 3102.156250
	Iteration 54Q: 3 clusters Score -687285.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -687292.812500 Penalty: 3102.156250
	Iteration 55Q: 3 clusters Score -687292.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -687299.562500 Penalty: 3102.156250
	Iteration 56Q: 3 clusters Score -687299.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -687302.062500 Penalty: 3102.156250
	Iteration 57Q: 3 clusters Score -687302.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -687305.562500 Penalty: 3102.156250
	Iteration 58Q: 3 clusters Score -687305.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -687311.375000 Penalty: 3102.156250
	Iteration 59Q: 3 clusters Score -687311.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -687317.062500 Penalty: 3102.156250
	Iteration 60F: 3 clusters Score -687317.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -687320.437500 Penalty: 3102.156250
	Iteration 61Q: 3 clusters Score -687320.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -687324.312500 Penalty: 3102.156250
	Iteration 62Q: 3 clusters Score -687324.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -687326.687500 Penalty: 3102.156250
	Iteration 63Q: 3 clusters Score -687326.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -687330.000000 Penalty: 3102.156250
	Iteration 64Q: 3 clusters Score -687330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -687334.875000 Penalty: 3102.156250
	Iteration 65Q: 3 clusters Score -687334.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -687335.125000 Penalty: 3102.156250
	Iteration 66Q: 3 clusters Score -687335.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -687338.187500 Penalty: 3102.156250
	Iteration 67Q: 3 clusters Score -687338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -687338.812500 Penalty: 3102.156250
	Iteration 68Q: 3 clusters Score -687338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -687338.562500 Penalty: 3102.156250
	Iteration 69Q: 3 clusters Score -687338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -687338.250000 Penalty: 3102.156250
	Iteration 70Q: 3 clusters Score -687338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -687340.625000 Penalty: 3102.156250
	Iteration 71Q: 3 clusters Score -687340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -687339.125000 Penalty: 3102.156250
	Iteration 72Q: 3 clusters Score -687339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -687341.625000 Penalty: 3102.156250
	Iteration 73Q: 3 clusters Score -687341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -687342.437500 Penalty: 3102.156250
	Iteration 74Q: 3 clusters Score -687342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -687343.312500 Penalty: 3102.156250
	Iteration 75Q: 3 clusters Score -687343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -687345.375000 Penalty: 3102.156250
	Iteration 76Q: 3 clusters Score -687345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -687345.750000 Penalty: 3102.156250
	Iteration 77Q: 3 clusters Score -687345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -687345.812500 Penalty: 3102.156250
	Iteration 78Q: 3 clusters Score -687345.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -687346.062500 Penalty: 3102.156250
	Iteration 79Q: 3 clusters Score -687346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -687347.125000 Penalty: 3102.156250
	Iteration 80F: 3 clusters Score -687347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -687346.812500 Penalty: 3102.156250
	Iteration 81Q: 3 clusters Score -687346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -687349.625000 Penalty: 3102.156250
	Iteration 82Q: 3 clusters Score -687349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -687349.750000 Penalty: 3102.156250
	Iteration 83Q: 3 clusters Score -687349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -687348.312500 Penalty: 3102.156250
	Iteration 84Q: 3 clusters Score -687348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -687351.687500 Penalty: 3102.156250
	Iteration 85Q: 3 clusters Score -687351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -687350.750000 Penalty: 3102.156250
	Iteration 86Q: 3 clusters Score -687350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -687353.062500 Penalty: 3102.156250
	Iteration 87Q: 3 clusters Score -687353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -687353.312500 Penalty: 3102.156250
	Iteration 88Q: 3 clusters Score -687353.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -687355.187500 Penalty: 3102.156250
	Iteration 89Q: 3 clusters Score -687355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -687359.812500 Penalty: 3102.156250
	Iteration 90Q: 3 clusters Score -687359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -687359.437500 Penalty: 3102.156250
	Iteration 91Q: 3 clusters Score -687359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -687358.750000 Penalty: 3102.156250
	Iteration 92Q: 3 clusters Score -687358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -687358.437500 Penalty: 3102.156250
	Iteration 93Q: 3 clusters Score -687358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -687358.437500 Penalty: 3102.156250
	Iteration 94Q: 3 clusters Score -687358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -687359.312500 Penalty: 3102.156250
	Iteration 95Q: 3 clusters Score -687359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -687359.875000 Penalty: 3102.156250
	Iteration 96Q: 3 clusters Score -687359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -687360.937500 Penalty: 3102.156250
	Iteration 97Q: 3 clusters Score -687360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -687362.187500 Penalty: 3102.156250
	Iteration 98Q: 3 clusters Score -687362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -687361.625000 Penalty: 3102.156250
	Iteration 99Q: 3 clusters Score -687361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -687361.375000 Penalty: 3102.156250
	Iteration 100F: 3 clusters Score -687361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -687362.375000 Penalty: 3102.156250
	Iteration 101Q: 3 clusters Score -687362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -687362.062500 Penalty: 3102.156250
	Iteration 102Q: 3 clusters Score -687362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -687362.000000 Penalty: 3102.156250
	Iteration 103Q: 3 clusters Score -687362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -687363.500000 Penalty: 3102.156250
	Iteration 104Q: 3 clusters Score -687363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -687365.562500 Penalty: 3102.156250
	Iteration 105Q: 3 clusters Score -687365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -687364.062500 Penalty: 3102.156250
	Iteration 106Q: 3 clusters Score -687364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -687366.500000 Penalty: 3102.156250
	Iteration 107Q: 3 clusters Score -687366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -687365.937500 Penalty: 3102.156250
	Iteration 108Q: 3 clusters Score -687365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -687367.500000 Penalty: 3102.156250
	Iteration 109Q: 3 clusters Score -687367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -687366.687500 Penalty: 3102.156250
	Iteration 110Q: 3 clusters Score -687366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -687366.625000 Penalty: 3102.156250
	Iteration 111Q: 3 clusters Score -687366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -687368.875000 Penalty: 3102.156250
	Iteration 112Q: 3 clusters Score -687368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -687369.562500 Penalty: 3102.156250
	Iteration 113Q: 3 clusters Score -687369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -687368.875000 Penalty: 3102.156250
	Iteration 114Q: 3 clusters Score -687368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -687370.312500 Penalty: 3102.156250
	Iteration 115Q: 3 clusters Score -687370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -687372.250000 Penalty: 3102.156250
	Iteration 116Q: 3 clusters Score -687372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -687372.812500 Penalty: 3102.156250
	Iteration 117Q: 3 clusters Score -687372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -687372.687500 Penalty: 3102.156250
	Iteration 118Q: 3 clusters Score -687372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -687372.812500 Penalty: 3102.156250
	Iteration 119Q: 3 clusters Score -687372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -687373.312500 Penalty: 3102.156250
	Iteration 120F: 3 clusters Score -687373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -687376.250000 Penalty: 3102.156250
	Iteration 121Q: 3 clusters Score -687376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -687376.625000 Penalty: 3102.156250
	Iteration 122Q: 3 clusters Score -687376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -687375.375000 Penalty: 3102.156250
	Iteration 123Q: 3 clusters Score -687375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -687375.375000 Penalty: 3102.156250
	Iteration 124F: 3 clusters Score -687375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -209356.171875 Penalty: 1359.535156
	Iteration 0F: 2 clusters Score -209356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -205847.875000 Penalty: 2719.070312
	Iteration 0F: 3 clusters Score -205847.9 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -206914.578125 Penalty: 2719.070312
	Iteration 1F: 3 clusters Score -206914.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -207134.765625 Penalty: 2719.070312
	Iteration 2F: 3 clusters Score -207134.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -207284.812500 Penalty: 2719.070312
	Iteration 3F: 3 clusters Score -207284.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -207414.765625 Penalty: 2719.070312
	Iteration 4F: 3 clusters Score -207414.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -207522.187500 Penalty: 2719.070312
	Iteration 5Q: 3 clusters Score -207522.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -207637.812500 Penalty: 2719.070312
	Iteration 6Q: 3 clusters Score -207637.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -207746.750000 Penalty: 2719.070312
	Iteration 7Q: 3 clusters Score -207746.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -207866.281250 Penalty: 2719.070312
	Iteration 8Q: 3 clusters Score -207866.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -207955.312500 Penalty: 2719.070312
	Iteration 9Q: 3 clusters Score -207955.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -208020.515625 Penalty: 2719.070312
	Iteration 10Q: 3 clusters Score -208020.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -208069.718750 Penalty: 2719.070312
	Iteration 11Q: 3 clusters Score -208069.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -208111.765625 Penalty: 2719.070312
	Iteration 12Q: 3 clusters Score -208111.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -208159.234375 Penalty: 2719.070312
	Iteration 13Q: 3 clusters Score -208159.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -208186.093750 Penalty: 2719.070312
	Iteration 14Q: 3 clusters Score -208186.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -208220.312500 Penalty: 2719.070312
	Iteration 15Q: 3 clusters Score -208220.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -208239.687500 Penalty: 2719.070312
	Iteration 16Q: 3 clusters Score -208239.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -208257.000000 Penalty: 2719.070312
	Iteration 17Q: 3 clusters Score -208257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -208271.453125 Penalty: 2719.070312
	Iteration 18Q: 3 clusters Score -208271.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -208281.984375 Penalty: 2719.070312
	Iteration 19Q: 3 clusters Score -208282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -208293.328125 Penalty: 2719.070312
	Iteration 20F: 3 clusters Score -208293.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -208303.828125 Penalty: 2719.070312
	Iteration 21Q: 3 clusters Score -208303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -208309.000000 Penalty: 2719.070312
	Iteration 22Q: 3 clusters Score -208309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -208311.328125 Penalty: 2719.070312
	Iteration 23Q: 3 clusters Score -208311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -208313.593750 Penalty: 2719.070312
	Iteration 24Q: 3 clusters Score -208313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -208316.875000 Penalty: 2719.070312
	Iteration 25Q: 3 clusters Score -208316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -208318.765625 Penalty: 2719.070312
	Iteration 26Q: 3 clusters Score -208318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -208320.031250 Penalty: 2719.070312
	Iteration 27Q: 3 clusters Score -208320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -208320.718750 Penalty: 2719.070312
	Iteration 28Q: 3 clusters Score -208320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -208322.015625 Penalty: 2719.070312
	Iteration 29Q: 3 clusters Score -208322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -208324.218750 Penalty: 2719.070312
	Iteration 30Q: 3 clusters Score -208324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -208326.062500 Penalty: 2719.070312
	Iteration 31Q: 3 clusters Score -208326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -208327.421875 Penalty: 2719.070312
	Iteration 32Q: 3 clusters Score -208327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -208330.750000 Penalty: 2719.070312
	Iteration 33Q: 3 clusters Score -208330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -208331.578125 Penalty: 2719.070312
	Iteration 34Q: 3 clusters Score -208331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -208332.812500 Penalty: 2719.070312
	Iteration 35Q: 3 clusters Score -208332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -208332.703125 Penalty: 2719.070312
	Iteration 36Q: 3 clusters Score -208332.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -208332.703125 Penalty: 2719.070312
	Iteration 37F: 3 clusters Score -208332.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -200546.843750 Penalty: 1353.843628
	Iteration 0F: 2 clusters Score -200546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -197074.156250 Penalty: 2707.687256
	Iteration 0F: 3 clusters Score -197074.2 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -197991.296875 Penalty: 2707.687256
	Iteration 1F: 3 clusters Score -197991.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -198152.515625 Penalty: 2707.687256
	Iteration 2F: 3 clusters Score -198152.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -198254.828125 Penalty: 2707.687256
	Iteration 3Q: 3 clusters Score -198254.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -198324.484375 Penalty: 2707.687256
	Iteration 4Q: 3 clusters Score -198324.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -198379.140625 Penalty: 2707.687256
	Iteration 5Q: 3 clusters Score -198379.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -198455.484375 Penalty: 2707.687256
	Iteration 6Q: 3 clusters Score -198455.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -198548.843750 Penalty: 2707.687256
	Iteration 7Q: 3 clusters Score -198548.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -198670.968750 Penalty: 2707.687256
	Iteration 8Q: 3 clusters Score -198671 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -198806.281250 Penalty: 2707.687256
	Iteration 9Q: 3 clusters Score -198806.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -198950.390625 Penalty: 2707.687256
	Iteration 10Q: 3 clusters Score -198950.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -199091.953125 Penalty: 2707.687256
	Iteration 11Q: 3 clusters Score -199092 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -199220.343750 Penalty: 2707.687256
	Iteration 12Q: 3 clusters Score -199220.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -199320.390625 Penalty: 2707.687256
	Iteration 13Q: 3 clusters Score -199320.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -199390.937500 Penalty: 2707.687256
	Iteration 14Q: 3 clusters Score -199390.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -199426.031250 Penalty: 2707.687256
	Iteration 15Q: 3 clusters Score -199426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -199448.468750 Penalty: 2707.687256
	Iteration 16Q: 3 clusters Score -199448.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -199463.468750 Penalty: 2707.687256
	Iteration 17Q: 3 clusters Score -199463.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -199483.296875 Penalty: 2707.687256
	Iteration 18Q: 3 clusters Score -199483.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -199497.187500 Penalty: 2707.687256
	Iteration 19Q: 3 clusters Score -199497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -199508.234375 Penalty: 2707.687256
	Iteration 20F: 3 clusters Score -199508.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -199517.453125 Penalty: 2707.687256
	Iteration 21Q: 3 clusters Score -199517.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -199527.093750 Penalty: 2707.687256
	Iteration 22Q: 3 clusters Score -199527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -199532.562500 Penalty: 2707.687256
	Iteration 23Q: 3 clusters Score -199532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -199535.640625 Penalty: 2707.687256
	Iteration 24Q: 3 clusters Score -199535.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -199537.921875 Penalty: 2707.687256
	Iteration 25Q: 3 clusters Score -199537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -199539.812500 Penalty: 2707.687256
	Iteration 26Q: 3 clusters Score -199539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -199542.046875 Penalty: 2707.687256
	Iteration 27Q: 3 clusters Score -199542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -199546.265625 Penalty: 2707.687256
	Iteration 28Q: 3 clusters Score -199546.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -199549.859375 Penalty: 2707.687256
	Iteration 29Q: 3 clusters Score -199549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -199554.921875 Penalty: 2707.687256
	Iteration 30Q: 3 clusters Score -199554.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -199559.500000 Penalty: 2707.687256
	Iteration 31Q: 3 clusters Score -199559.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -199564.125000 Penalty: 2707.687256
	Iteration 32Q: 3 clusters Score -199564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -199567.015625 Penalty: 2707.687256
	Iteration 33Q: 3 clusters Score -199567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -199571.765625 Penalty: 2707.687256
	Iteration 34Q: 3 clusters Score -199571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -199576.750000 Penalty: 2707.687256
	Iteration 35Q: 3 clusters Score -199576.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -199580.843750 Penalty: 2707.687256
	Iteration 36Q: 3 clusters Score -199580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -199586.687500 Penalty: 2707.687256
	Iteration 37Q: 3 clusters Score -199586.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -199597.546875 Penalty: 2707.687256
	Iteration 38Q: 3 clusters Score -199597.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -199605.515625 Penalty: 2707.687256
	Iteration 39Q: 3 clusters Score -199605.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -199614.406250 Penalty: 2707.687256
	Iteration 40F: 3 clusters Score -199614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199621.203125 Penalty: 2707.687256
	Iteration 41Q: 3 clusters Score -199621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199625.656250 Penalty: 2707.687256
	Iteration 42Q: 3 clusters Score -199625.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199630.500000 Penalty: 2707.687256
	Iteration 43Q: 3 clusters Score -199630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -199635.078125 Penalty: 2707.687256
	Iteration 44Q: 3 clusters Score -199635.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -199642.312500 Penalty: 2707.687256
	Iteration 45Q: 3 clusters Score -199642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -199647.187500 Penalty: 2707.687256
	Iteration 46Q: 3 clusters Score -199647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199651.906250 Penalty: 2707.687256
	Iteration 47Q: 3 clusters Score -199651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -199654.421875 Penalty: 2707.687256
	Iteration 48Q: 3 clusters Score -199654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199657.781250 Penalty: 2707.687256
	Iteration 49Q: 3 clusters Score -199657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -199660.718750 Penalty: 2707.687256
	Iteration 50Q: 3 clusters Score -199660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -199662.281250 Penalty: 2707.687256
	Iteration 51Q: 3 clusters Score -199662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -199663.421875 Penalty: 2707.687256
	Iteration 52Q: 3 clusters Score -199663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -199663.890625 Penalty: 2707.687256
	Iteration 53Q: 3 clusters Score -199663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199664.234375 Penalty: 2707.687256
	Iteration 54Q: 3 clusters Score -199664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199664.234375 Penalty: 2707.687256
	Iteration 55F: 3 clusters Score -199664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Entering Unmasked Estep 
Score: -1294703.375000 Penalty: 1651.155273
	Iteration 0F: 2 clusters Score -1294703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1277155.375000 Penalty: 3302.310547
	Iteration 0F: 3 clusters Score -1277155 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1283810.875000 Penalty: 3302.310547
	Iteration 1F: 3 clusters Score -1283811 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1284358.500000 Penalty: 3302.310547
	Iteration 2Q: 3 clusters Score -1284358 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1285132.125000 Penalty: 3302.310547
	Iteration 3F: 3 clusters Score -1285132 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1286279.625000 Penalty: 3302.310547
	Iteration 4F: 3 clusters Score -1286280 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1287880.250000 Penalty: 3302.310547
	Iteration 5F: 3 clusters Score -1287880 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1289692.250000 Penalty: 3302.310547
	Iteration 6F: 3 clusters Score -1289692 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1291389.625000 Penalty: 3302.310547
	Iteration 7F: 3 clusters Score -1291390 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1292565.000000 Penalty: 3302.310547
	Iteration 8Q: 3 clusters Score -1292565 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1293021.375000 Penalty: 3302.310547
	Iteration 9Q: 3 clusters Score -1293021 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1293204.000000 Penalty: 3302.310547
	Iteration 10Q: 3 clusters Score -1293204 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1293303.000000 Penalty: 3302.310547
	Iteration 11Q: 3 clusters Score -1293303 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1293364.375000 Penalty: 3302.310547
	Iteration 12Q: 3 clusters Score -1293364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1293411.875000 Penalty: 3302.310547
	Iteration 13Q: 3 clusters Score -1293412 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1293454.000000 Penalty: 3302.310547
	Iteration 14Q: 3 clusters Score -1293454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1293505.875000 Penalty: 3302.310547
	Iteration 15Q: 3 clusters Score -1293506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1293544.625000 Penalty: 3302.310547
	Iteration 16Q: 3 clusters Score -1293545 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1293570.750000 Penalty: 3302.310547
	Iteration 17Q: 3 clusters Score -1293571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1293603.750000 Penalty: 3302.310547
	Iteration 18Q: 3 clusters Score -1293604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1293618.500000 Penalty: 3302.310547
	Iteration 19Q: 3 clusters Score -1293618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1293641.875000 Penalty: 3302.310547
	Iteration 20F: 3 clusters Score -1293642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1293668.500000 Penalty: 3302.310547
	Iteration 21Q: 3 clusters Score -1293668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1293683.500000 Penalty: 3302.310547
	Iteration 22Q: 3 clusters Score -1293684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1293703.750000 Penalty: 3302.310547
	Iteration 23Q: 3 clusters Score -1293704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1293722.250000 Penalty: 3302.310547
	Iteration 24Q: 3 clusters Score -1293722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1293736.750000 Penalty: 3302.310547
	Iteration 25Q: 3 clusters Score -1293737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1293751.500000 Penalty: 3302.310547
	Iteration 26Q: 3 clusters Score -1293752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1293760.000000 Penalty: 3302.310547
	Iteration 27Q: 3 clusters Score -1293760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1293773.000000 Penalty: 3302.310547
	Iteration 28Q: 3 clusters Score -1293773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1293780.125000 Penalty: 3302.310547
	Iteration 29Q: 3 clusters Score -1293780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1293789.000000 Penalty: 3302.310547
	Iteration 30Q: 3 clusters Score -1293789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1293792.625000 Penalty: 3302.310547
	Iteration 31Q: 3 clusters Score -1293793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1293803.125000 Penalty: 3302.310547
	Iteration 32Q: 3 clusters Score -1293803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1293809.000000 Penalty: 3302.310547
	Iteration 33Q: 3 clusters Score -1293809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1293818.500000 Penalty: 3302.310547
	Iteration 34Q: 3 clusters Score -1293818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1293823.500000 Penalty: 3302.310547
	Iteration 35Q: 3 clusters Score -1293824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1293827.625000 Penalty: 3302.310547
	Iteration 36Q: 3 clusters Score -1293828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1293827.500000 Penalty: 3302.310547
	Iteration 37Q: 3 clusters Score -1293828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1293828.125000 Penalty: 3302.310547
	Iteration 38Q: 3 clusters Score -1293828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1293834.875000 Penalty: 3302.310547
	Iteration 39Q: 3 clusters Score -1293835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1293842.125000 Penalty: 3302.310547
	Iteration 40F: 3 clusters Score -1293842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1293843.875000 Penalty: 3302.310547
	Iteration 41Q: 3 clusters Score -1293844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1293844.750000 Penalty: 3302.310547
	Iteration 42Q: 3 clusters Score -1293845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1293845.875000 Penalty: 3302.310547
	Iteration 43Q: 3 clusters Score -1293846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1293846.500000 Penalty: 3302.310547
	Iteration 44Q: 3 clusters Score -1293846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1293849.750000 Penalty: 3302.310547
	Iteration 45Q: 3 clusters Score -1293850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1293855.250000 Penalty: 3302.310547
	Iteration 46Q: 3 clusters Score -1293855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1293857.875000 Penalty: 3302.310547
	Iteration 47Q: 3 clusters Score -1293858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1293859.125000 Penalty: 3302.310547
	Iteration 48Q: 3 clusters Score -1293859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1293866.500000 Penalty: 3302.310547
	Iteration 49Q: 3 clusters Score -1293866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1293868.000000 Penalty: 3302.310547
	Iteration 50Q: 3 clusters Score -1293868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1293877.250000 Penalty: 3302.310547
	Iteration 51Q: 3 clusters Score -1293877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1293878.875000 Penalty: 3302.310547
	Iteration 52Q: 3 clusters Score -1293879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1293879.875000 Penalty: 3302.310547
	Iteration 53Q: 3 clusters Score -1293880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1293881.125000 Penalty: 3302.310547
	Iteration 54Q: 3 clusters Score -1293881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1293883.125000 Penalty: 3302.310547
	Iteration 55Q: 3 clusters Score -1293883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1293884.000000 Penalty: 3302.310547
	Iteration 56Q: 3 clusters Score -1293884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1293881.625000 Penalty: 3302.310547
	Iteration 57Q: 3 clusters Score -1293882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1293881.750000 Penalty: 3302.310547
	Iteration 58Q: 3 clusters Score -1293882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1293882.625000 Penalty: 3302.310547
	Iteration 59Q: 3 clusters Score -1293883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1293882.625000 Penalty: 3302.310547
	Iteration 60F: 3 clusters Score -1293883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1293881.500000 Penalty: 3302.310547
	Iteration 61Q: 3 clusters Score -1293882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1293882.375000 Penalty: 3302.310547
	Iteration 62Q: 3 clusters Score -1293882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1293882.625000 Penalty: 3302.310547
	Iteration 63Q: 3 clusters Score -1293883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1293883.625000 Penalty: 3302.310547
	Iteration 64Q: 3 clusters Score -1293884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1293883.500000 Penalty: 3302.310547
	Iteration 65Q: 3 clusters Score -1293884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1293884.500000 Penalty: 3302.310547
	Iteration 66Q: 3 clusters Score -1293884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1293882.875000 Penalty: 3302.310547
	Iteration 67Q: 3 clusters Score -1293883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1293882.875000 Penalty: 3302.310547
	Iteration 68F: 3 clusters Score -1293883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Entering Unmasked Estep 
Score: -2247821.500000 Penalty: 1745.580322
	Iteration 0F: 2 clusters Score -2247822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2217048.500000 Penalty: 3491.160645
	Iteration 0F: 3 clusters Score -2217048 nChanged 21600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2229142.250000 Penalty: 3491.160645
	Iteration 1F: 3 clusters Score -2229142 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2229791.000000 Penalty: 3491.160645
	Iteration 2Q: 3 clusters Score -2229791 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2230806.500000 Penalty: 3491.160645
	Iteration 3Q: 3 clusters Score -2230806 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2232334.750000 Penalty: 3491.160645
	Iteration 4F: 3 clusters Score -2232335 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2234364.000000 Penalty: 3491.160645
	Iteration 5F: 3 clusters Score -2234364 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2236775.250000 Penalty: 3491.160645
	Iteration 6F: 3 clusters Score -2236775 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2239466.000000 Penalty: 3491.160645
	Iteration 7F: 3 clusters Score -2239466 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2241735.250000 Penalty: 3491.160645
	Iteration 8F: 3 clusters Score -2241735 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2243182.250000 Penalty: 3491.160645
	Iteration 9F: 3 clusters Score -2243182 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2244105.250000 Penalty: 3491.160645
	Iteration 10Q: 3 clusters Score -2244105 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2244750.000000 Penalty: 3491.160645
	Iteration 11Q: 3 clusters Score -2244750 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2245226.500000 Penalty: 3491.160645
	Iteration 12Q: 3 clusters Score -2245226 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2245585.750000 Penalty: 3491.160645
	Iteration 13Q: 3 clusters Score -2245586 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2245838.500000 Penalty: 3491.160645
	Iteration 14Q: 3 clusters Score -2245838 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2246059.500000 Penalty: 3491.160645
	Iteration 15Q: 3 clusters Score -2246060 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2246217.000000 Penalty: 3491.160645
	Iteration 16Q: 3 clusters Score -2246217 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2246381.000000 Penalty: 3491.160645
	Iteration 17Q: 3 clusters Score -2246381 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2246522.000000 Penalty: 3491.160645
	Iteration 18Q: 3 clusters Score -2246522 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2246642.500000 Penalty: 3491.160645
	Iteration 19Q: 3 clusters Score -2246642 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2246758.750000 Penalty: 3491.160645
	Iteration 20F: 3 clusters Score -2246759 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2246874.500000 Penalty: 3491.160645
	Iteration 21Q: 3 clusters Score -2246874 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2246987.500000 Penalty: 3491.160645
	Iteration 22Q: 3 clusters Score -2246988 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2247058.250000 Penalty: 3491.160645
	Iteration 23Q: 3 clusters Score -2247058 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2247155.250000 Penalty: 3491.160645
	Iteration 24Q: 3 clusters Score -2247155 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2247253.750000 Penalty: 3491.160645
	Iteration 25Q: 3 clusters Score -2247254 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2247328.500000 Penalty: 3491.160645
	Iteration 26Q: 3 clusters Score -2247328 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2247383.000000 Penalty: 3491.160645
	Iteration 27Q: 3 clusters Score -2247383 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2247443.500000 Penalty: 3491.160645
	Iteration 28Q: 3 clusters Score -2247444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2247509.500000 Penalty: 3491.160645
	Iteration 29Q: 3 clusters Score -2247510 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2247560.750000 Penalty: 3491.160645
	Iteration 30Q: 3 clusters Score -2247561 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2247609.000000 Penalty: 3491.160645
	Iteration 31Q: 3 clusters Score -2247609 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2247648.000000 Penalty: 3491.160645
	Iteration 32Q: 3 clusters Score -2247648 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2247664.500000 Penalty: 3491.160645
	Iteration 33Q: 3 clusters Score -2247664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2247698.750000 Penalty: 3491.160645
	Iteration 34Q: 3 clusters Score -2247699 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2247719.500000 Penalty: 3491.160645
	Iteration 35Q: 3 clusters Score -2247720 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2247733.250000 Penalty: 3491.160645
	Iteration 36Q: 3 clusters Score -2247733 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2247757.500000 Penalty: 3491.160645
	Iteration 37Q: 3 clusters Score -2247758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2247773.000000 Penalty: 3491.160645
	Iteration 38Q: 3 clusters Score -2247773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2247783.750000 Penalty: 3491.160645
	Iteration 39Q: 3 clusters Score -2247784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2247787.500000 Penalty: 3491.160645
	Iteration 40F: 3 clusters Score -2247788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2247800.750000 Penalty: 3491.160645
	Iteration 41Q: 3 clusters Score -2247801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2247811.000000 Penalty: 3491.160645
	Iteration 42Q: 3 clusters Score -2247811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2247820.000000 Penalty: 3491.160645
	Iteration 43Q: 3 clusters Score -2247820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2247823.750000 Penalty: 3491.160645
	Iteration 44Q: 3 clusters Score -2247824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2247825.500000 Penalty: 3491.160645
	Iteration 45Q: 3 clusters Score -2247826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2247825.250000 Penalty: 3491.160645
	Iteration 46Q: 3 clusters Score -2247825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2247833.250000 Penalty: 3491.160645
	Iteration 47Q: 3 clusters Score -2247833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2247833.000000 Penalty: 3491.160645
	Iteration 48Q: 3 clusters Score -2247833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2247840.000000 Penalty: 3491.160645
	Iteration 49Q: 3 clusters Score -2247840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2247839.250000 Penalty: 3491.160645
	Iteration 50Q: 3 clusters Score -2247839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2247841.500000 Penalty: 3491.160645
	Iteration 51Q: 3 clusters Score -2247842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2247845.250000 Penalty: 3491.160645
	Iteration 52Q: 3 clusters Score -2247845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2247845.250000 Penalty: 3491.160645
	Iteration 53Q: 3 clusters Score -2247845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2247845.750000 Penalty: 3491.160645
	Iteration 54Q: 3 clusters Score -2247846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2247850.500000 Penalty: 3491.160645
	Iteration 55Q: 3 clusters Score -2247850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2247847.000000 Penalty: 3491.160645
	Iteration 56Q: 3 clusters Score -2247847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2247849.750000 Penalty: 3491.160645
	Iteration 57Q: 3 clusters Score -2247850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2247847.750000 Penalty: 3491.160645
	Iteration 58Q: 3 clusters Score -2247848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2247854.250000 Penalty: 3491.160645
	Iteration 59Q: 3 clusters Score -2247854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2247856.250000 Penalty: 3491.160645
	Iteration 60F: 3 clusters Score -2247856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2247855.500000 Penalty: 3491.160645
	Iteration 61Q: 3 clusters Score -2247856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2247855.500000 Penalty: 3491.160645
	Iteration 62Q: 3 clusters Score -2247856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2247858.000000 Penalty: 3491.160645
	Iteration 63Q: 3 clusters Score -2247858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2247859.250000 Penalty: 3491.160645
	Iteration 64Q: 3 clusters Score -2247859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2247859.000000 Penalty: 3491.160645
	Iteration 65Q: 3 clusters Score -2247859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2247858.500000 Penalty: 3491.160645
	Iteration 66Q: 3 clusters Score -2247858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2247857.500000 Penalty: 3491.160645
	Iteration 67Q: 3 clusters Score -2247858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2247858.000000 Penalty: 3491.160645
	Iteration 68Q: 3 clusters Score -2247858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2247857.750000 Penalty: 3491.160645
	Iteration 69Q: 3 clusters Score -2247858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2247859.000000 Penalty: 3491.160645
	Iteration 70Q: 3 clusters Score -2247859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2247857.750000 Penalty: 3491.160645
	Iteration 71Q: 3 clusters Score -2247858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2247862.750000 Penalty: 3491.160645
	Iteration 72Q: 3 clusters Score -2247863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2247863.500000 Penalty: 3491.160645
	Iteration 73Q: 3 clusters Score -2247864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2247867.750000 Penalty: 3491.160645
	Iteration 74Q: 3 clusters Score -2247868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2247867.750000 Penalty: 3491.160645
	Iteration 75Q: 3 clusters Score -2247868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2247868.250000 Penalty: 3491.160645
	Iteration 76Q: 3 clusters Score -2247868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2247867.500000 Penalty: 3491.160645
	Iteration 77Q: 3 clusters Score -2247868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2247866.500000 Penalty: 3491.160645
	Iteration 78Q: 3 clusters Score -2247866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2247866.000000 Penalty: 3491.160645
	Iteration 79Q: 3 clusters Score -2247866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2247866.250000 Penalty: 3491.160645
	Iteration 80F: 3 clusters Score -2247866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2247866.500000 Penalty: 3491.160645
	Iteration 81Q: 3 clusters Score -2247866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2247869.750000 Penalty: 3491.160645
	Iteration 82Q: 3 clusters Score -2247870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2247874.500000 Penalty: 3491.160645
	Iteration 83Q: 3 clusters Score -2247874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2247875.000000 Penalty: 3491.160645
	Iteration 84Q: 3 clusters Score -2247875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2247874.250000 Penalty: 3491.160645
	Iteration 85Q: 3 clusters Score -2247874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2247874.250000 Penalty: 3491.160645
	Iteration 86Q: 3 clusters Score -2247874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2247875.500000 Penalty: 3491.160645
	Iteration 87Q: 3 clusters Score -2247876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2247875.500000 Penalty: 3491.160645
	Iteration 88F: 3 clusters Score -2247876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 19993 members 
Mstep: Class 9 contains 11956 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 13976 members 
Mstep: Class 12 contains 601085 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 18 contains 25873 members 
Mstep: Class 20 contains 43987 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 22 contains 13946 members 
Mstep: Class 23 contains 4427 members 
Entering Unmasked Estep 
Score: -37530044.000000 Penalty: 44203.796875
Splitting cluster 20 changes total score from -37530336.000000 to -37530044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -412000.906250 Penalty: 1470.442993
	Iteration 0F: 2 clusters Score -412000.9 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 4220 members 
Entering Unmasked Estep 
Score: -405831.218750 Penalty: 2940.885986
	Iteration 0F: 3 clusters Score -405831.2 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -407716.593750 Penalty: 2940.885986
	Iteration 1F: 3 clusters Score -407716.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -407942.593750 Penalty: 2940.885986
	Iteration 2F: 3 clusters Score -407942.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -408125.281250 Penalty: 2940.885986
	Iteration 3Q: 3 clusters Score -408125.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -408290.687500 Penalty: 2940.885986
	Iteration 4Q: 3 clusters Score -408290.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -408451.437500 Penalty: 2940.885986
	Iteration 5Q: 3 clusters Score -408451.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -408604.687500 Penalty: 2940.885986
	Iteration 6Q: 3 clusters Score -408604.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -408781.125000 Penalty: 2940.885986
	Iteration 7Q: 3 clusters Score -408781.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -408963.218750 Penalty: 2940.885986
	Iteration 8Q: 3 clusters Score -408963.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -409190.875000 Penalty: 2940.885986
	Iteration 9Q: 3 clusters Score -409190.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -409479.656250 Penalty: 2940.885986
	Iteration 10Q: 3 clusters Score -409479.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -409766.062500 Penalty: 2940.885986
	Iteration 11Q: 3 clusters Score -409766.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -410037.500000 Penalty: 2940.885986
	Iteration 12Q: 3 clusters Score -410037.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -410241.187500 Penalty: 2940.885986
	Iteration 13Q: 3 clusters Score -410241.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -410427.031250 Penalty: 2940.885986
	Iteration 14Q: 3 clusters Score -410427 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -410556.218750 Penalty: 2940.885986
	Iteration 15Q: 3 clusters Score -410556.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -410631.625000 Penalty: 2940.885986
	Iteration 16Q: 3 clusters Score -410631.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -410678.187500 Penalty: 2940.885986
	Iteration 17Q: 3 clusters Score -410678.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -410703.218750 Penalty: 2940.885986
	Iteration 18Q: 3 clusters Score -410703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -410713.156250 Penalty: 2940.885986
	Iteration 19Q: 3 clusters Score -410713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -410721.187500 Penalty: 2940.885986
	Iteration 20F: 3 clusters Score -410721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -410727.187500 Penalty: 2940.885986
	Iteration 21Q: 3 clusters Score -410727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -410735.218750 Penalty: 2940.885986
	Iteration 22Q: 3 clusters Score -410735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -410740.937500 Penalty: 2940.885986
	Iteration 23Q: 3 clusters Score -410740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -410745.406250 Penalty: 2940.885986
	Iteration 24Q: 3 clusters Score -410745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -410748.843750 Penalty: 2940.885986
	Iteration 25Q: 3 clusters Score -410748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -410750.593750 Penalty: 2940.885986
	Iteration 26Q: 3 clusters Score -410750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -410755.093750 Penalty: 2940.885986
	Iteration 27Q: 3 clusters Score -410755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -410755.843750 Penalty: 2940.885986
	Iteration 28Q: 3 clusters Score -410755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -410756.718750 Penalty: 2940.885986
	Iteration 29Q: 3 clusters Score -410756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -410759.437500 Penalty: 2940.885986
	Iteration 30Q: 3 clusters Score -410759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -410761.875000 Penalty: 2940.885986
	Iteration 31Q: 3 clusters Score -410761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -410765.375000 Penalty: 2940.885986
	Iteration 32Q: 3 clusters Score -410765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -410766.093750 Penalty: 2940.885986
	Iteration 33Q: 3 clusters Score -410766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -410766.093750 Penalty: 2940.885986
	Iteration 34F: 3 clusters Score -410766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Entering Unmasked Estep 
Score: -687106.875000 Penalty: 1550.729004
	Iteration 0F: 2 clusters Score -687106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -677366.312500 Penalty: 3101.458008
	Iteration 0F: 3 clusters Score -677366.3 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -680661.562500 Penalty: 3101.458008
	Iteration 1F: 3 clusters Score -680661.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -680943.875000 Penalty: 3101.458008
	Iteration 2Q: 3 clusters Score -680943.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -681266.562500 Penalty: 3101.458008
	Iteration 3Q: 3 clusters Score -681266.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -681672.500000 Penalty: 3101.458008
	Iteration 4F: 3 clusters Score -681672.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -682185.812500 Penalty: 3101.458008
	Iteration 5F: 3 clusters Score -682185.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -682882.562500 Penalty: 3101.458008
	Iteration 6F: 3 clusters Score -682882.6 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -683794.375000 Penalty: 3101.458008
	Iteration 7F: 3 clusters Score -683794.4 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -684757.187500 Penalty: 3101.458008
	Iteration 8F: 3 clusters Score -684757.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -685514.125000 Penalty: 3101.458008
	Iteration 9F: 3 clusters Score -685514.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -685860.062500 Penalty: 3101.458008
	Iteration 10Q: 3 clusters Score -685860.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -686005.812500 Penalty: 3101.458008
	Iteration 11Q: 3 clusters Score -686005.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -686076.312500 Penalty: 3101.458008
	Iteration 12Q: 3 clusters Score -686076.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -686108.437500 Penalty: 3101.458008
	Iteration 13Q: 3 clusters Score -686108.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -686126.250000 Penalty: 3101.458008
	Iteration 14Q: 3 clusters Score -686126.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -686133.000000 Penalty: 3101.458008
	Iteration 15Q: 3 clusters Score -686133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -686134.875000 Penalty: 3101.458008
	Iteration 16Q: 3 clusters Score -686134.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -686137.875000 Penalty: 3101.458008
	Iteration 17Q: 3 clusters Score -686137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -686138.312500 Penalty: 3101.458008
	Iteration 18Q: 3 clusters Score -686138.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -686139.312500 Penalty: 3101.458008
	Iteration 19Q: 3 clusters Score -686139.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -686141.500000 Penalty: 3101.458008
	Iteration 20F: 3 clusters Score -686141.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -686141.562500 Penalty: 3101.458008
	Iteration 21Q: 3 clusters Score -686141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -686144.937500 Penalty: 3101.458008
	Iteration 22Q: 3 clusters Score -686144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -686147.937500 Penalty: 3101.458008
	Iteration 23Q: 3 clusters Score -686147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -686151.812500 Penalty: 3101.458008
	Iteration 24Q: 3 clusters Score -686151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -686152.187500 Penalty: 3101.458008
	Iteration 25Q: 3 clusters Score -686152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -686152.312500 Penalty: 3101.458008
	Iteration 26Q: 3 clusters Score -686152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -686152.437500 Penalty: 3101.458008
	Iteration 27Q: 3 clusters Score -686152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -686152.750000 Penalty: 3101.458008
	Iteration 28Q: 3 clusters Score -686152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -686152.750000 Penalty: 3101.458008
	Iteration 29F: 3 clusters Score -686152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -225899.484375 Penalty: 1364.265015
	Iteration 0F: 2 clusters Score -225899.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -222269.296875 Penalty: 2728.530029
	Iteration 0F: 3 clusters Score -222269.3 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -223257.687500 Penalty: 2728.530029
	Iteration 1F: 3 clusters Score -223257.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -223443.156250 Penalty: 2728.530029
	Iteration 2F: 3 clusters Score -223443.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -223561.171875 Penalty: 2728.530029
	Iteration 3F: 3 clusters Score -223561.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -223638.187500 Penalty: 2728.530029
	Iteration 4Q: 3 clusters Score -223638.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -223691.140625 Penalty: 2728.530029
	Iteration 5Q: 3 clusters Score -223691.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -223725.296875 Penalty: 2728.530029
	Iteration 6Q: 3 clusters Score -223725.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -223754.375000 Penalty: 2728.530029
	Iteration 7Q: 3 clusters Score -223754.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -223778.734375 Penalty: 2728.530029
	Iteration 8Q: 3 clusters Score -223778.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -223801.125000 Penalty: 2728.530029
	Iteration 9Q: 3 clusters Score -223801.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -223827.812500 Penalty: 2728.530029
	Iteration 10Q: 3 clusters Score -223827.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -223852.265625 Penalty: 2728.530029
	Iteration 11Q: 3 clusters Score -223852.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -223876.000000 Penalty: 2728.530029
	Iteration 12Q: 3 clusters Score -223876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -223901.484375 Penalty: 2728.530029
	Iteration 13Q: 3 clusters Score -223901.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -223933.640625 Penalty: 2728.530029
	Iteration 14Q: 3 clusters Score -223933.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -223963.484375 Penalty: 2728.530029
	Iteration 15Q: 3 clusters Score -223963.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -223998.671875 Penalty: 2728.530029
	Iteration 16Q: 3 clusters Score -223998.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -224028.703125 Penalty: 2728.530029
	Iteration 17Q: 3 clusters Score -224028.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -224057.843750 Penalty: 2728.530029
	Iteration 18Q: 3 clusters Score -224057.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -224083.312500 Penalty: 2728.530029
	Iteration 19Q: 3 clusters Score -224083.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -224109.187500 Penalty: 2728.530029
	Iteration 20F: 3 clusters Score -224109.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -224137.484375 Penalty: 2728.530029
	Iteration 21Q: 3 clusters Score -224137.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -224175.046875 Penalty: 2728.530029
	Iteration 22Q: 3 clusters Score -224175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -224205.968750 Penalty: 2728.530029
	Iteration 23Q: 3 clusters Score -224206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -224230.375000 Penalty: 2728.530029
	Iteration 24Q: 3 clusters Score -224230.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -224249.078125 Penalty: 2728.530029
	Iteration 25Q: 3 clusters Score -224249.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -224265.062500 Penalty: 2728.530029
	Iteration 26Q: 3 clusters Score -224265.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -224287.156250 Penalty: 2728.530029
	Iteration 27Q: 3 clusters Score -224287.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -224308.328125 Penalty: 2728.530029
	Iteration 28Q: 3 clusters Score -224308.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -224326.250000 Penalty: 2728.530029
	Iteration 29Q: 3 clusters Score -224326.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -224340.984375 Penalty: 2728.530029
	Iteration 30Q: 3 clusters Score -224341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -224354.437500 Penalty: 2728.530029
	Iteration 31Q: 3 clusters Score -224354.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -224365.859375 Penalty: 2728.530029
	Iteration 32Q: 3 clusters Score -224365.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -224377.593750 Penalty: 2728.530029
	Iteration 33Q: 3 clusters Score -224377.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -224386.453125 Penalty: 2728.530029
	Iteration 34Q: 3 clusters Score -224386.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -224393.640625 Penalty: 2728.530029
	Iteration 35Q: 3 clusters Score -224393.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -224400.671875 Penalty: 2728.530029
	Iteration 36Q: 3 clusters Score -224400.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -224408.593750 Penalty: 2728.530029
	Iteration 37Q: 3 clusters Score -224408.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -224416.500000 Penalty: 2728.530029
	Iteration 38Q: 3 clusters Score -224416.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -224424.328125 Penalty: 2728.530029
	Iteration 39Q: 3 clusters Score -224424.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -224433.093750 Penalty: 2728.530029
	Iteration 40F: 3 clusters Score -224433.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -224437.765625 Penalty: 2728.530029
	Iteration 41Q: 3 clusters Score -224437.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -224442.312500 Penalty: 2728.530029
	Iteration 42Q: 3 clusters Score -224442.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -224446.296875 Penalty: 2728.530029
	Iteration 43Q: 3 clusters Score -224446.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -224449.890625 Penalty: 2728.530029
	Iteration 44Q: 3 clusters Score -224449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -224452.078125 Penalty: 2728.530029
	Iteration 45Q: 3 clusters Score -224452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -224453.781250 Penalty: 2728.530029
	Iteration 46Q: 3 clusters Score -224453.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -224456.000000 Penalty: 2728.530029
	Iteration 47Q: 3 clusters Score -224456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -224457.187500 Penalty: 2728.530029
	Iteration 48Q: 3 clusters Score -224457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -224458.156250 Penalty: 2728.530029
	Iteration 49Q: 3 clusters Score -224458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -224458.843750 Penalty: 2728.530029
	Iteration 50Q: 3 clusters Score -224458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -224458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -224459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -224460.375000 Penalty: 2728.530029
	Iteration 53Q: 3 clusters Score -224460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -224460.171875 Penalty: 2728.530029
	Iteration 54Q: 3 clusters Score -224460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -224460.453125 Penalty: 2728.530029
	Iteration 55Q: 3 clusters Score -224460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -224460.812500 Penalty: 2728.530029
	Iteration 56Q: 3 clusters Score -224460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -224461.125000 Penalty: 2728.530029
	Iteration 57Q: 3 clusters Score -224461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -224461.125000 Penalty: 2728.530029
	Iteration 58F: 3 clusters Score -224461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 6205 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 19993 members 
Mstep: Class 9 contains 11956 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 13976 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 18 contains 25873 members 
Mstep: Class 20 contains 46260 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 22 contains 13946 members 
Mstep: Class 23 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 20 clusters Score -3.75305e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15556 members 
Mstep: Class 3 contains 6240 members 
Mstep: Class 4 contains 1853 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 8346 members 
Mstep: Class 8 contains 20032 members 
Mstep: Class 9 contains 11867 members 
Mstep: Class 10 contains 8168 members 
Mstep: Class 11 contains 14006 members 
Mstep: Class 12 contains 600781 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 17 contains 4144 members 
Mstep: Class 18 contains 25908 members 
Mstep: Class 20 contains 46441 members 
Mstep: Class 21 contains 8501 members 
Mstep: Class 22 contains 13985 members 
Mstep: Class 23 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 20 clusters Score -3.753063e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 15524 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 19469 members 
Mstep: Class 9 contains 11611 members 
Mstep: Class 10 contains 8160 members 
Mstep: Class 11 contains 13860 members 
Mstep: Class 12 contains 602312 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 17 contains 4126 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 20 contains 46430 members 
Mstep: Class 21 contains 8406 members 
Mstep: Class 22 contains 13939 members 
Mstep: Class 23 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 20 clusters Score -3.753092e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 1858 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 18960 members 
Mstep: Class 9 contains 11361 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 603621 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 25633 members 
Mstep: Class 20 contains 46422 members 
Mstep: Class 21 contains 8318 members 
Mstep: Class 22 contains 13910 members 
Mstep: Class 23 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -3.753096e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 6207 members 
Mstep: Class 4 contains 1860 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 8261 members 
Mstep: Class 8 contains 18468 members 
Mstep: Class 9 contains 11147 members 
Mstep: Class 10 contains 8156 members 
Mstep: Class 11 contains 13646 members 
Mstep: Class 12 contains 604843 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 17 contains 4084 members 
Mstep: Class 18 contains 25514 members 
Mstep: Class 20 contains 46420 members 
Mstep: Class 21 contains 8238 members 
Mstep: Class 22 contains 13867 members 
Mstep: Class 23 contains 4051 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -3.753116e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15520 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 8243 members 
Mstep: Class 8 contains 17985 members 
Mstep: Class 9 contains 10906 members 
Mstep: Class 10 contains 8156 members 
Mstep: Class 11 contains 13546 members 
Mstep: Class 12 contains 606008 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 17 contains 4068 members 
Mstep: Class 18 contains 25416 members 
Mstep: Class 20 contains 46419 members 
Mstep: Class 21 contains 8167 members 
Mstep: Class 22 contains 13831 members 
Mstep: Class 23 contains 3990 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -3.753123e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15527 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 7871 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 10681 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 13460 members 
Mstep: Class 12 contains 607076 members 
Mstep: Class 15 contains 4195 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 25335 members 
Mstep: Class 20 contains 46387 members 
Mstep: Class 21 contains 8113 members 
Mstep: Class 22 contains 13798 members 
Mstep: Class 23 contains 3954 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -3.753136e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15544 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 17067 members 
Mstep: Class 9 contains 10458 members 
Mstep: Class 10 contains 8163 members 
Mstep: Class 11 contains 13383 members 
Mstep: Class 12 contains 608068 members 
Mstep: Class 15 contains 4179 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 18 contains 25278 members 
Mstep: Class 20 contains 46365 members 
Mstep: Class 21 contains 8052 members 
Mstep: Class 22 contains 13755 members 
Mstep: Class 23 contains 3904 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -3.753146e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15560 members 
Mstep: Class 3 contains 6217 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 8192 members 
Mstep: Class 8 contains 16627 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 608987 members 
Mstep: Class 15 contains 4158 members 
Mstep: Class 17 contains 4010 members 
Mstep: Class 18 contains 25234 members 
Mstep: Class 20 contains 46360 members 
Mstep: Class 21 contains 7999 members 
Mstep: Class 22 contains 13712 members 
Mstep: Class 23 contains 3854 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -3.753163e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15568 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 7895 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 16191 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 8174 members 
Mstep: Class 11 contains 13227 members 
Mstep: Class 12 contains 609813 members 
Mstep: Class 15 contains 4144 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 25200 members 
Mstep: Class 20 contains 46372 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 13680 members 
Mstep: Class 23 contains 3804 members 
Entering Unmasked Estep 
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Score: -37531640.000000 Penalty: 41993.605469
Iteration 88Q: 20 clusters Score -3.753164e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15579 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 7902 members 
Mstep: Class 7 contains 8166 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 8182 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 610589 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 20 contains 46402 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 13652 members 
Mstep: Class 23 contains 3751 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -3.753176e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15582 members 
Mstep: Class 3 contains 6261 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 9806 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 13066 members 
Mstep: Class 12 contains 611332 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 25125 members 
Mstep: Class 20 contains 46418 members 
Mstep: Class 21 contains 7898 members 
Mstep: Class 22 contains 13633 members 
Mstep: Class 23 contains 3699 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -3.753182e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15589 members 
Mstep: Class 3 contains 6270 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 7915 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 15040 members 
Mstep: Class 9 contains 9680 members 
Mstep: Class 10 contains 8210 members 
Mstep: Class 11 contains 12986 members 
Mstep: Class 12 contains 611968 members 
Mstep: Class 15 contains 4095 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25094 members 
Mstep: Class 20 contains 46459 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 13618 members 
Mstep: Class 23 contains 3647 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -3.75318e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15598 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 7921 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 14709 members 
Mstep: Class 9 contains 9536 members 
Mstep: Class 10 contains 8232 members 
Mstep: Class 11 contains 12926 members 
Mstep: Class 12 contains 612569 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 25039 members 
Mstep: Class 20 contains 46500 members 
Mstep: Class 21 contains 7857 members 
Mstep: Class 22 contains 13605 members 
Mstep: Class 23 contains 3610 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -3.753191e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15608 members 
Mstep: Class 3 contains 6307 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 7929 members 
Mstep: Class 7 contains 8144 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 12865 members 
Mstep: Class 12 contains 613123 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 25000 members 
Mstep: Class 20 contains 46562 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 13594 members 
Mstep: Class 23 contains 3564 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -3.7532e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 7936 members 
Mstep: Class 7 contains 8135 members 
Mstep: Class 8 contains 14101 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 12812 members 
Mstep: Class 12 contains 613618 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 17 contains 3839 members 
Mstep: Class 18 contains 24978 members 
Mstep: Class 20 contains 46595 members 
Mstep: Class 21 contains 7825 members 
Mstep: Class 22 contains 13585 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -3.753212e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15627 members 
Mstep: Class 3 contains 6337 members 
Mstep: Class 4 contains 1884 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 7946 members 
Mstep: Class 7 contains 8125 members 
Mstep: Class 8 contains 13837 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 614076 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 24956 members 
Mstep: Class 20 contains 46648 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 13573 members 
Mstep: Class 23 contains 3468 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -3.753222e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15630 members 
Mstep: Class 3 contains 6358 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 8118 members 
Mstep: Class 8 contains 13575 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 12730 members 
Mstep: Class 12 contains 614514 members 
Mstep: Class 15 contains 4030 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 24931 members 
Mstep: Class 20 contains 46697 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 13550 members 
Mstep: Class 23 contains 3421 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -3.753223e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15638 members 
Mstep: Class 3 contains 6367 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 2471 members 
Mstep: Class 6 contains 7960 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 8 contains 13316 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 8299 members 
Mstep: Class 11 contains 12698 members 
Mstep: Class 12 contains 614942 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 24908 members 
Mstep: Class 20 contains 46747 members 
Mstep: Class 21 contains 7783 members 
Mstep: Class 22 contains 13538 members 
Mstep: Class 23 contains 3374 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -3.753238e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15643 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 1911 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 7969 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 8 contains 13033 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 8319 members 
Mstep: Class 11 contains 12665 members 
Mstep: Class 12 contains 615356 members 
Mstep: Class 15 contains 4017 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 24899 members 
Mstep: Class 20 contains 46800 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 3335 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -3.753254e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15651 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 8337 members 
Mstep: Class 11 contains 12642 members 
Mstep: Class 12 contains 615782 members 
Mstep: Class 15 contains 4011 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 24893 members 
Mstep: Class 20 contains 46853 members 
Mstep: Class 21 contains 7775 members 
Mstep: Class 22 contains 13521 members 
Mstep: Class 23 contains 3292 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -3.753246e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 7982 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 12461 members 
Mstep: Class 9 contains 8698 members 
Mstep: Class 10 contains 8368 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 616152 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 17 contains 3738 members 
Mstep: Class 18 contains 24887 members 
Mstep: Class 20 contains 46912 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 3248 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -3.75326e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 7983 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 12210 members 
Mstep: Class 9 contains 8614 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 12616 members 
Mstep: Class 12 contains 616456 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 24883 members 
Mstep: Class 20 contains 46992 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 13509 members 
Mstep: Class 23 contains 3214 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -3.75326e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15707 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 12011 members 
Mstep: Class 9 contains 8521 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 12593 members 
Mstep: Class 12 contains 616732 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 17 contains 3692 members 
Mstep: Class 18 contains 24881 members 
Mstep: Class 20 contains 47070 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 13507 members 
Mstep: Class 23 contains 3174 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -3.753258e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15724 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 8 contains 11824 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 8432 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 616954 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 24876 members 
Mstep: Class 20 contains 47146 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 3161 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -3.753276e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15736 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 11648 members 
Mstep: Class 9 contains 8347 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 12550 members 
Mstep: Class 12 contains 617171 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 24878 members 
Mstep: Class 20 contains 47210 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 13502 members 
Mstep: Class 23 contains 3145 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -3.753277e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15744 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 1948 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 11462 members 
Mstep: Class 9 contains 8281 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 12529 members 
Mstep: Class 12 contains 617388 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 24878 members 
Mstep: Class 20 contains 47271 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 13497 members 
Mstep: Class 23 contains 3128 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -3.753276e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 2511 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 11287 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 617594 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 24882 members 
Mstep: Class 20 contains 47317 members 
Mstep: Class 21 contains 7747 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 3119 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -3.753284e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15761 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 1963 members 
Mstep: Class 5 contains 2514 members 
Mstep: Class 6 contains 7994 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 8182 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 12479 members 
Mstep: Class 12 contains 617808 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 24887 members 
Mstep: Class 20 contains 47357 members 
Mstep: Class 21 contains 7742 members 
Mstep: Class 22 contains 13487 members 
Mstep: Class 23 contains 3110 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -3.753301e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15772 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 1967 members 
Mstep: Class 5 contains 2517 members 
Mstep: Class 6 contains 7994 members 
Mstep: Class 7 contains 8042 members 
Mstep: Class 8 contains 10957 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 12451 members 
Mstep: Class 12 contains 617989 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 24893 members 
Mstep: Class 20 contains 47403 members 
Mstep: Class 21 contains 7741 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 3105 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -3.753298e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 1967 members 
Mstep: Class 5 contains 2519 members 
Mstep: Class 6 contains 7995 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 10819 members 
Mstep: Class 9 contains 8092 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 12428 members 
Mstep: Class 12 contains 618150 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 24898 members 
Mstep: Class 20 contains 47445 members 
Mstep: Class 21 contains 7736 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3096 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -3.753304e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15795 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 1969 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 7995 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 10669 members 
Mstep: Class 9 contains 8057 members 
Mstep: Class 10 contains 8540 members 
Mstep: Class 11 contains 12404 members 
Mstep: Class 12 contains 618336 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 24906 members 
Mstep: Class 20 contains 47468 members 
Mstep: Class 21 contains 7731 members 
Mstep: Class 22 contains 13460 members 
Mstep: Class 23 contains 3092 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -3.7533e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15804 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 7996 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 10537 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 10 contains 8553 members 
Mstep: Class 11 contains 12381 members 
Mstep: Class 12 contains 618529 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 24909 members 
Mstep: Class 20 contains 47484 members 
Mstep: Class 21 contains 7730 members 
Mstep: Class 22 contains 13448 members 
Mstep: Class 23 contains 3085 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -3.753312e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15813 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 2530 members 
Mstep: Class 6 contains 7997 members 
Mstep: Class 7 contains 8033 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 7988 members 
Mstep: Class 10 contains 8567 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 618687 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 24923 members 
Mstep: Class 20 contains 47512 members 
Mstep: Class 21 contains 7729 members 
Mstep: Class 22 contains 13442 members 
Mstep: Class 23 contains 3076 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -3.75331e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15827 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 8000 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 618858 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 24938 members 
Mstep: Class 20 contains 47534 members 
Mstep: Class 21 contains 7722 members 
Mstep: Class 22 contains 13439 members 
Mstep: Class 23 contains 3072 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -3.753316e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15838 members 
Mstep: Class 3 contains 6402 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 8004 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 7912 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 12327 members 
Mstep: Class 12 contains 619033 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 24944 members 
Mstep: Class 20 contains 47560 members 
Mstep: Class 21 contains 7718 members 
Mstep: Class 22 contains 13436 members 
Mstep: Class 23 contains 3064 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -3.753321e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15844 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 8010 members 
Mstep: Class 7 contains 8026 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 8604 members 
Mstep: Class 11 contains 12316 members 
Mstep: Class 12 contains 619176 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 17 contains 3512 members 
Mstep: Class 18 contains 24947 members 
Mstep: Class 20 contains 47589 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 13431 members 
Mstep: Class 23 contains 3063 members 
Entering Unmasked Estep 
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Iteration 115Q: 20 clusters Score -3.753318e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15852 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 8015 members 
Mstep: Class 7 contains 8024 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 7830 members 
Mstep: Class 10 contains 8615 members 
Mstep: Class 11 contains 12304 members 
Mstep: Class 12 contains 619306 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 24949 members 
Mstep: Class 20 contains 47609 members 
Mstep: Class 21 contains 7713 members 
Mstep: Class 22 contains 13433 members 
Mstep: Class 23 contains 3060 members 
Entering Unmasked Estep 
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Iteration 116Q: 20 clusters Score -3.753316e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15861 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 8018 members 
Mstep: Class 7 contains 8025 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 7791 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 12291 members 
Mstep: Class 12 contains 619439 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 24953 members 
Mstep: Class 20 contains 47619 members 
Mstep: Class 21 contains 7713 members 
Mstep: Class 22 contains 13441 members 
Mstep: Class 23 contains 3059 members 
Entering Unmasked Estep 
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Iteration 117Q: 20 clusters Score -3.753314e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 6415 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 7751 members 
Mstep: Class 10 contains 8631 members 
Mstep: Class 11 contains 12271 members 
Mstep: Class 12 contains 619550 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 17 contains 3486 members 
Mstep: Class 18 contains 24959 members 
Mstep: Class 20 contains 47629 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 13444 members 
Mstep: Class 23 contains 3056 members 
Entering Unmasked Estep 
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Iteration 118Q: 20 clusters Score -3.753315e+07 nChanged 254
Entering ConstructFrom: 
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Entering ConstructFrom: 
Trying to split cluster 1 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -100989.875000 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -100989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -98858.835938 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -98858.84 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -99305.687500 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -99305.69 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -99386.742188 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -99386.74 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -99438.976562 Penalty: 2485.220215
	Iteration 3Q: 3 clusters Score -99438.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -99474.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -99502.687500 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -99502.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -99519.984375 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -99519.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -99532.515625 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -99532.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -99540.406250 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -99540.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -99547.664062 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -99547.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -99551.921875 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -99551.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -99554.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -99559.109375 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -99559.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -99561.984375 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -99561.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -99564.742188 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -99564.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -99571.328125 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -99571.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -99575.195312 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -99575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -99576.890625 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -99576.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -99580.445312 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -99580.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -99583.640625 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -99583.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -99585.460938 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -99585.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -99586.156250 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -99586.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -99586.156250 Penalty: 2485.220215
	Iteration 22F: 3 clusters Score -99586.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Entering Unmasked Estep 
Score: -734019.312500 Penalty: 1571.760864
	Iteration 0F: 2 clusters Score -734019.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -723047.937500 Penalty: 3143.521729
	Iteration 0F: 3 clusters Score -723047.9 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -726901.062500 Penalty: 3143.521729
	Iteration 1F: 3 clusters Score -726901.1 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -727156.812500 Penalty: 3143.521729
	Iteration 2F: 3 clusters Score -727156.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -727378.125000 Penalty: 3143.521729
	Iteration 3Q: 3 clusters Score -727378.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -727595.062500 Penalty: 3143.521729
	Iteration 4Q: 3 clusters Score -727595.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -727854.625000 Penalty: 3143.521729
	Iteration 5Q: 3 clusters Score -727854.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -728161.500000 Penalty: 3143.521729
	Iteration 6Q: 3 clusters Score -728161.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -728591.750000 Penalty: 3143.521729
	Iteration 7Q: 3 clusters Score -728591.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -729139.375000 Penalty: 3143.521729
	Iteration 8F: 3 clusters Score -729139.4 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -729872.062500 Penalty: 3143.521729
	Iteration 9F: 3 clusters Score -729872.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -730618.250000 Penalty: 3143.521729
	Iteration 10F: 3 clusters Score -730618.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -731350.687500 Penalty: 3143.521729
	Iteration 11F: 3 clusters Score -731350.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -731898.562500 Penalty: 3143.521729
	Iteration 12Q: 3 clusters Score -731898.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -732232.437500 Penalty: 3143.521729
	Iteration 13Q: 3 clusters Score -732232.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -732417.750000 Penalty: 3143.521729
	Iteration 14Q: 3 clusters Score -732417.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -732531.875000 Penalty: 3143.521729
	Iteration 15Q: 3 clusters Score -732531.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -732604.625000 Penalty: 3143.521729
	Iteration 16Q: 3 clusters Score -732604.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -732656.375000 Penalty: 3143.521729
	Iteration 17Q: 3 clusters Score -732656.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -732693.062500 Penalty: 3143.521729
	Iteration 18Q: 3 clusters Score -732693.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -732725.250000 Penalty: 3143.521729
	Iteration 19Q: 3 clusters Score -732725.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -732747.437500 Penalty: 3143.521729
	Iteration 20F: 3 clusters Score -732747.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -732771.437500 Penalty: 3143.521729
	Iteration 21Q: 3 clusters Score -732771.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -732791.437500 Penalty: 3143.521729
	Iteration 22Q: 3 clusters Score -732791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -732808.062500 Penalty: 3143.521729
	Iteration 23Q: 3 clusters Score -732808.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -732818.625000 Penalty: 3143.521729
	Iteration 24Q: 3 clusters Score -732818.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -732825.937500 Penalty: 3143.521729
	Iteration 25Q: 3 clusters Score -732825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -732829.875000 Penalty: 3143.521729
	Iteration 26Q: 3 clusters Score -732829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -732834.625000 Penalty: 3143.521729
	Iteration 27Q: 3 clusters Score -732834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -732838.875000 Penalty: 3143.521729
	Iteration 28Q: 3 clusters Score -732838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -732842.125000 Penalty: 3143.521729
	Iteration 29Q: 3 clusters Score -732842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -732843.437500 Penalty: 3143.521729
	Iteration 30Q: 3 clusters Score -732843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -732844.687500 Penalty: 3143.521729
	Iteration 31Q: 3 clusters Score -732844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -732845.562500 Penalty: 3143.521729
	Iteration 32Q: 3 clusters Score -732845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -732847.125000 Penalty: 3143.521729
	Iteration 33Q: 3 clusters Score -732847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -732849.437500 Penalty: 3143.521729
	Iteration 34Q: 3 clusters Score -732849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -732851.437500 Penalty: 3143.521729
	Iteration 35Q: 3 clusters Score -732851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -732853.750000 Penalty: 3143.521729
	Iteration 36Q: 3 clusters Score -732853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -732853.875000 Penalty: 3143.521729
	Iteration 37Q: 3 clusters Score -732853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -732853.875000 Penalty: 3143.521729
	Iteration 38F: 3 clusters Score -732853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Entering Unmasked Estep 
Score: -317138.000000 Penalty: 1424.665771
	Iteration 0F: 2 clusters Score -317138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -312256.531250 Penalty: 2849.331543
	Iteration 0F: 3 clusters Score -312256.5 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -313698.343750 Penalty: 2849.331543
	Iteration 1F: 3 clusters Score -313698.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -313885.218750 Penalty: 2849.331543
	Iteration 2F: 3 clusters Score -313885.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -314025.843750 Penalty: 2849.331543
	Iteration 3Q: 3 clusters Score -314025.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -314167.031250 Penalty: 2849.331543
	Iteration 4Q: 3 clusters Score -314167 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -314271.437500 Penalty: 2849.331543
	Iteration 5Q: 3 clusters Score -314271.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -314358.531250 Penalty: 2849.331543
	Iteration 6Q: 3 clusters Score -314358.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -314446.531250 Penalty: 2849.331543
	Iteration 7Q: 3 clusters Score -314446.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -314533.468750 Penalty: 2849.331543
	Iteration 8Q: 3 clusters Score -314533.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -314617.218750 Penalty: 2849.331543
	Iteration 9Q: 3 clusters Score -314617.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -314705.093750 Penalty: 2849.331543
	Iteration 10Q: 3 clusters Score -314705.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -314796.593750 Penalty: 2849.331543
	Iteration 11Q: 3 clusters Score -314796.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -314891.406250 Penalty: 2849.331543
	Iteration 12Q: 3 clusters Score -314891.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -314977.562500 Penalty: 2849.331543
	Iteration 13Q: 3 clusters Score -314977.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -315066.906250 Penalty: 2849.331543
	Iteration 14Q: 3 clusters Score -315066.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -315150.250000 Penalty: 2849.331543
	Iteration 15Q: 3 clusters Score -315150.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -315236.468750 Penalty: 2849.331543
	Iteration 16Q: 3 clusters Score -315236.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -315316.250000 Penalty: 2849.331543
	Iteration 17Q: 3 clusters Score -315316.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -315388.375000 Penalty: 2849.331543
	Iteration 18Q: 3 clusters Score -315388.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -315457.250000 Penalty: 2849.331543
	Iteration 19Q: 3 clusters Score -315457.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -315495.000000 Penalty: 2849.331543
	Iteration 20F: 3 clusters Score -315495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -315524.812500 Penalty: 2849.331543
	Iteration 21Q: 3 clusters Score -315524.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -315550.250000 Penalty: 2849.331543
	Iteration 22Q: 3 clusters Score -315550.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -315584.625000 Penalty: 2849.331543
	Iteration 23Q: 3 clusters Score -315584.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -315609.656250 Penalty: 2849.331543
	Iteration 24Q: 3 clusters Score -315609.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -315630.375000 Penalty: 2849.331543
	Iteration 25Q: 3 clusters Score -315630.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -315647.625000 Penalty: 2849.331543
	Iteration 26Q: 3 clusters Score -315647.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -315669.156250 Penalty: 2849.331543
	Iteration 27Q: 3 clusters Score -315669.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -315688.531250 Penalty: 2849.331543
	Iteration 28Q: 3 clusters Score -315688.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -315703.968750 Penalty: 2849.331543
	Iteration 29Q: 3 clusters Score -315704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -315715.656250 Penalty: 2849.331543
	Iteration 30Q: 3 clusters Score -315715.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -315727.625000 Penalty: 2849.331543
	Iteration 31Q: 3 clusters Score -315727.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -315736.781250 Penalty: 2849.331543
	Iteration 32Q: 3 clusters Score -315736.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -315744.687500 Penalty: 2849.331543
	Iteration 33Q: 3 clusters Score -315744.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -315750.687500 Penalty: 2849.331543
	Iteration 34Q: 3 clusters Score -315750.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -315754.750000 Penalty: 2849.331543
	Iteration 35Q: 3 clusters Score -315754.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -315759.968750 Penalty: 2849.331543
	Iteration 36Q: 3 clusters Score -315760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -315763.375000 Penalty: 2849.331543
	Iteration 37Q: 3 clusters Score -315763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -315765.250000 Penalty: 2849.331543
	Iteration 38Q: 3 clusters Score -315765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -315768.500000 Penalty: 2849.331543
	Iteration 39Q: 3 clusters Score -315768.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -315772.843750 Penalty: 2849.331543
	Iteration 40F: 3 clusters Score -315772.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -315776.312500 Penalty: 2849.331543
	Iteration 41Q: 3 clusters Score -315776.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -315778.156250 Penalty: 2849.331543
	Iteration 42Q: 3 clusters Score -315778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -315781.406250 Penalty: 2849.331543
	Iteration 43Q: 3 clusters Score -315781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -315783.843750 Penalty: 2849.331543
	Iteration 44Q: 3 clusters Score -315783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -315785.250000 Penalty: 2849.331543
	Iteration 45Q: 3 clusters Score -315785.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -315787.593750 Penalty: 2849.331543
	Iteration 46Q: 3 clusters Score -315787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -315790.062500 Penalty: 2849.331543
	Iteration 47Q: 3 clusters Score -315790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -315793.125000 Penalty: 2849.331543
	Iteration 48Q: 3 clusters Score -315793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -315796.750000 Penalty: 2849.331543
	Iteration 49Q: 3 clusters Score -315796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -315799.218750 Penalty: 2849.331543
	Iteration 50Q: 3 clusters Score -315799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -315800.093750 Penalty: 2849.331543
	Iteration 51Q: 3 clusters Score -315800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -315801.718750 Penalty: 2849.331543
	Iteration 52Q: 3 clusters Score -315801.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -315804.750000 Penalty: 2849.331543
	Iteration 53Q: 3 clusters Score -315804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -315805.093750 Penalty: 2849.331543
	Iteration 54Q: 3 clusters Score -315805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -315806.343750 Penalty: 2849.331543
	Iteration 55Q: 3 clusters Score -315806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -315808.062500 Penalty: 2849.331543
	Iteration 56Q: 3 clusters Score -315808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -315809.312500 Penalty: 2849.331543
	Iteration 57Q: 3 clusters Score -315809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -315810.531250 Penalty: 2849.331543
	Iteration 58Q: 3 clusters Score -315810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -315812.031250 Penalty: 2849.331543
	Iteration 59Q: 3 clusters Score -315812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -315813.468750 Penalty: 2849.331543
	Iteration 60F: 3 clusters Score -315813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -315815.218750 Penalty: 2849.331543
	Iteration 61Q: 3 clusters Score -315815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -315815.875000 Penalty: 2849.331543
	Iteration 62Q: 3 clusters Score -315815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -315818.250000 Penalty: 2849.331543
	Iteration 63Q: 3 clusters Score -315818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -315820.937500 Penalty: 2849.331543
	Iteration 64Q: 3 clusters Score -315820.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -315823.093750 Penalty: 2849.331543
	Iteration 65Q: 3 clusters Score -315823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -315825.406250 Penalty: 2849.331543
	Iteration 66Q: 3 clusters Score -315825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -315829.343750 Penalty: 2849.331543
	Iteration 67Q: 3 clusters Score -315829.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -315835.437500 Penalty: 2849.331543
	Iteration 68Q: 3 clusters Score -315835.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -315840.593750 Penalty: 2849.331543
	Iteration 69Q: 3 clusters Score -315840.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -315843.593750 Penalty: 2849.331543
	Iteration 70Q: 3 clusters Score -315843.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -315846.750000 Penalty: 2849.331543
	Iteration 71Q: 3 clusters Score -315846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -315850.593750 Penalty: 2849.331543
	Iteration 72Q: 3 clusters Score -315850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -315849.593750 Penalty: 2849.331543
	Iteration 73Q: 3 clusters Score -315849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -315849.812500 Penalty: 2849.331543
	Iteration 74Q: 3 clusters Score -315849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -315850.031250 Penalty: 2849.331543
	Iteration 75Q: 3 clusters Score -315850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -315850.031250 Penalty: 2849.331543
	Iteration 76F: 3 clusters Score -315850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -86126.351562 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -86126.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -84068.125000 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -84068.12 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -84585.851562 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -84585.85 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -84818.468750 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -84818.47 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -84995.125000 Penalty: 2467.846680
	Iteration 3F: 3 clusters Score -84995.12 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -85118.843750 Penalty: 2467.846680
	Iteration 4F: 3 clusters Score -85118.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -85192.109375 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -85192.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -85260.515625 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -85260.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -85327.671875 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -85327.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -85381.984375 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -85381.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -85417.851562 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -85417.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -85442.968750 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -85442.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -85465.578125 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -85465.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -85479.242188 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -85479.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -85496.164062 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -85496.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -85502.273438 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -85502.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -85505.234375 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -85505.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -85506.890625 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -85506.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -85506.890625 Penalty: 2467.846680
	Iteration 17F: 3 clusters Score -85506.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -126253.132812 Penalty: 1274.306519
	Iteration 0F: 2 clusters Score -126253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -123807.257812 Penalty: 2548.613037
	Iteration 0F: 3 clusters Score -123807.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -124333.609375 Penalty: 2548.613037
	Iteration 1F: 3 clusters Score -124333.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -124457.820312 Penalty: 2548.613037
	Iteration 2F: 3 clusters Score -124457.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -124525.531250 Penalty: 2548.613037
	Iteration 3Q: 3 clusters Score -124525.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -124586.914062 Penalty: 2548.613037
	Iteration 4Q: 3 clusters Score -124586.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -124644.984375 Penalty: 2548.613037
	Iteration 5Q: 3 clusters Score -124645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -124699.804688 Penalty: 2548.613037
	Iteration 6Q: 3 clusters Score -124699.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -124753.726562 Penalty: 2548.613037
	Iteration 7Q: 3 clusters Score -124753.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -124800.171875 Penalty: 2548.613037
	Iteration 8Q: 3 clusters Score -124800.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -124832.937500 Penalty: 2548.613037
	Iteration 9Q: 3 clusters Score -124832.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -124859.875000 Penalty: 2548.613037
	Iteration 10Q: 3 clusters Score -124859.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124888.859375 Penalty: 2548.613037
	Iteration 11Q: 3 clusters Score -124888.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -124915.656250 Penalty: 2548.613037
	Iteration 12Q: 3 clusters Score -124915.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124936.695312 Penalty: 2548.613037
	Iteration 13Q: 3 clusters Score -124936.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124958.187500 Penalty: 2548.613037
	Iteration 14Q: 3 clusters Score -124958.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124974.539062 Penalty: 2548.613037
	Iteration 15Q: 3 clusters Score -124974.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124990.679688 Penalty: 2548.613037
	Iteration 16Q: 3 clusters Score -124990.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125008.882812 Penalty: 2548.613037
	Iteration 17Q: 3 clusters Score -125008.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125017.539062 Penalty: 2548.613037
	Iteration 18Q: 3 clusters Score -125017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125021.765625 Penalty: 2548.613037
	Iteration 19Q: 3 clusters Score -125021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125025.406250 Penalty: 2548.613037
	Iteration 20F: 3 clusters Score -125025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125028.390625 Penalty: 2548.613037
	Iteration 21Q: 3 clusters Score -125028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125030.632812 Penalty: 2548.613037
	Iteration 22Q: 3 clusters Score -125030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125033.953125 Penalty: 2548.613037
	Iteration 23Q: 3 clusters Score -125034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -125035.929688 Penalty: 2548.613037
	Iteration 24Q: 3 clusters Score -125035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -125036.867188 Penalty: 2548.613037
	Iteration 25Q: 3 clusters Score -125036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125038.750000 Penalty: 2548.613037
	Iteration 26Q: 3 clusters Score -125038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -125041.812500 Penalty: 2548.613037
	Iteration 27Q: 3 clusters Score -125041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -125044.187500 Penalty: 2548.613037
	Iteration 28Q: 3 clusters Score -125044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -125045.710938 Penalty: 2548.613037
	Iteration 29Q: 3 clusters Score -125045.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125048.171875 Penalty: 2548.613037
	Iteration 30Q: 3 clusters Score -125048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125049.578125 Penalty: 2548.613037
	Iteration 31Q: 3 clusters Score -125049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125049.578125 Penalty: 2548.613037
	Iteration 32F: 3 clusters Score -125049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Entering Unmasked Estep 
Score: -421106.562500 Penalty: 1461.068237
	Iteration 0F: 2 clusters Score -421106.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -415160.750000 Penalty: 2922.136475
	Iteration 0F: 3 clusters Score -415160.8 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -417019.406250 Penalty: 2922.136475
	Iteration 1F: 3 clusters Score -417019.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -417323.093750 Penalty: 2922.136475
	Iteration 2F: 3 clusters Score -417323.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -417585.812500 Penalty: 2922.136475
	Iteration 3F: 3 clusters Score -417585.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -417790.687500 Penalty: 2922.136475
	Iteration 4Q: 3 clusters Score -417790.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -417968.062500 Penalty: 2922.136475
	Iteration 5Q: 3 clusters Score -417968.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -418181.593750 Penalty: 2922.136475
	Iteration 6Q: 3 clusters Score -418181.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -418399.468750 Penalty: 2922.136475
	Iteration 7Q: 3 clusters Score -418399.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -418596.750000 Penalty: 2922.136475
	Iteration 8Q: 3 clusters Score -418596.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -418759.375000 Penalty: 2922.136475
	Iteration 9Q: 3 clusters Score -418759.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -418916.593750 Penalty: 2922.136475
	Iteration 10Q: 3 clusters Score -418916.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -419045.250000 Penalty: 2922.136475
	Iteration 11Q: 3 clusters Score -419045.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -419154.468750 Penalty: 2922.136475
	Iteration 12Q: 3 clusters Score -419154.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -419247.531250 Penalty: 2922.136475
	Iteration 13Q: 3 clusters Score -419247.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -419321.406250 Penalty: 2922.136475
	Iteration 14Q: 3 clusters Score -419321.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -419381.218750 Penalty: 2922.136475
	Iteration 15Q: 3 clusters Score -419381.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -419435.687500 Penalty: 2922.136475
	Iteration 16Q: 3 clusters Score -419435.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -419471.062500 Penalty: 2922.136475
	Iteration 17Q: 3 clusters Score -419471.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -419497.312500 Penalty: 2922.136475
	Iteration 18Q: 3 clusters Score -419497.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -419514.312500 Penalty: 2922.136475
	Iteration 19Q: 3 clusters Score -419514.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -419526.906250 Penalty: 2922.136475
	Iteration 20F: 3 clusters Score -419526.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -419533.250000 Penalty: 2922.136475
	Iteration 21Q: 3 clusters Score -419533.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -419538.343750 Penalty: 2922.136475
	Iteration 22Q: 3 clusters Score -419538.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -419541.218750 Penalty: 2922.136475
	Iteration 23Q: 3 clusters Score -419541.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -419542.781250 Penalty: 2922.136475
	Iteration 24Q: 3 clusters Score -419542.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -419547.250000 Penalty: 2922.136475
	Iteration 25Q: 3 clusters Score -419547.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -419548.937500 Penalty: 2922.136475
	Iteration 26Q: 3 clusters Score -419548.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -419550.281250 Penalty: 2922.136475
	Iteration 27Q: 3 clusters Score -419550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -419550.531250 Penalty: 2922.136475
	Iteration 28Q: 3 clusters Score -419550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -419549.968750 Penalty: 2922.136475
	Iteration 29Q: 3 clusters Score -419550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -419549.968750 Penalty: 2922.136475
	Iteration 30F: 3 clusters Score -419550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Entering Unmasked Estep 
Score: -392354.437500 Penalty: 1460.885986
	Iteration 0F: 2 clusters Score -392354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -386530.843750 Penalty: 2921.771973
	Iteration 0F: 3 clusters Score -386530.8 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -388433.500000 Penalty: 2921.771973
	Iteration 1F: 3 clusters Score -388433.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -388875.812500 Penalty: 2921.771973
	Iteration 2F: 3 clusters Score -388875.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -389360.281250 Penalty: 2921.771973
	Iteration 3F: 3 clusters Score -389360.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -389939.281250 Penalty: 2921.771973
	Iteration 4F: 3 clusters Score -389939.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -390466.093750 Penalty: 2921.771973
	Iteration 5F: 3 clusters Score -390466.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -390868.562500 Penalty: 2921.771973
	Iteration 6F: 3 clusters Score -390868.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -391095.875000 Penalty: 2921.771973
	Iteration 7Q: 3 clusters Score -391095.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -391227.468750 Penalty: 2921.771973
	Iteration 8Q: 3 clusters Score -391227.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -391287.187500 Penalty: 2921.771973
	Iteration 9Q: 3 clusters Score -391287.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -391318.562500 Penalty: 2921.771973
	Iteration 10Q: 3 clusters Score -391318.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -391331.750000 Penalty: 2921.771973
	Iteration 11Q: 3 clusters Score -391331.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -391346.687500 Penalty: 2921.771973
	Iteration 12Q: 3 clusters Score -391346.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -391363.781250 Penalty: 2921.771973
	Iteration 13Q: 3 clusters Score -391363.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -391379.000000 Penalty: 2921.771973
	Iteration 14Q: 3 clusters Score -391379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -391385.656250 Penalty: 2921.771973
	Iteration 15Q: 3 clusters Score -391385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -391390.531250 Penalty: 2921.771973
	Iteration 16Q: 3 clusters Score -391390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -391394.375000 Penalty: 2921.771973
	Iteration 17Q: 3 clusters Score -391394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -391396.781250 Penalty: 2921.771973
	Iteration 18Q: 3 clusters Score -391396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -391400.312500 Penalty: 2921.771973
	Iteration 19Q: 3 clusters Score -391400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -391401.500000 Penalty: 2921.771973
	Iteration 20F: 3 clusters Score -391401.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -391404.906250 Penalty: 2921.771973
	Iteration 21Q: 3 clusters Score -391404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -391408.437500 Penalty: 2921.771973
	Iteration 22Q: 3 clusters Score -391408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -391411.125000 Penalty: 2921.771973
	Iteration 23Q: 3 clusters Score -391411.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -391413.125000 Penalty: 2921.771973
	Iteration 24Q: 3 clusters Score -391413.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -391415.687500 Penalty: 2921.771973
	Iteration 25Q: 3 clusters Score -391415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -391417.593750 Penalty: 2921.771973
	Iteration 26Q: 3 clusters Score -391417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -391419.406250 Penalty: 2921.771973
	Iteration 27Q: 3 clusters Score -391419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -391421.562500 Penalty: 2921.771973
	Iteration 28Q: 3 clusters Score -391421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -391423.031250 Penalty: 2921.771973
	Iteration 29Q: 3 clusters Score -391423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -391424.000000 Penalty: 2921.771973
	Iteration 30Q: 3 clusters Score -391424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -391425.156250 Penalty: 2921.771973
	Iteration 31Q: 3 clusters Score -391425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -391424.875000 Penalty: 2921.771973
	Iteration 32Q: 3 clusters Score -391424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -391424.468750 Penalty: 2921.771973
	Iteration 33Q: 3 clusters Score -391424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -391424.625000 Penalty: 2921.771973
	Iteration 34Q: 3 clusters Score -391424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -391424.468750 Penalty: 2921.771973
	Iteration 35Q: 3 clusters Score -391424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -391424.468750 Penalty: 2921.771973
	Iteration 36F: 3 clusters Score -391424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Entering Unmasked Estep 
Score: -489306.812500 Penalty: 1489.656982
	Iteration 0F: 2 clusters Score -489306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -482366.125000 Penalty: 2979.313965
	Iteration 0F: 3 clusters Score -482366.1 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -484540.125000 Penalty: 2979.313965
	Iteration 1F: 3 clusters Score -484540.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -484752.031250 Penalty: 2979.313965
	Iteration 2F: 3 clusters Score -484752 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -484920.562500 Penalty: 2979.313965
	Iteration 3Q: 3 clusters Score -484920.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -485050.343750 Penalty: 2979.313965
	Iteration 4Q: 3 clusters Score -485050.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -485166.281250 Penalty: 2979.313965
	Iteration 5Q: 3 clusters Score -485166.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -485261.562500 Penalty: 2979.313965
	Iteration 6Q: 3 clusters Score -485261.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -485348.562500 Penalty: 2979.313965
	Iteration 7Q: 3 clusters Score -485348.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -485445.375000 Penalty: 2979.313965
	Iteration 8Q: 3 clusters Score -485445.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -485571.468750 Penalty: 2979.313965
	Iteration 9Q: 3 clusters Score -485571.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -485718.218750 Penalty: 2979.313965
	Iteration 10Q: 3 clusters Score -485718.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -485913.531250 Penalty: 2979.313965
	Iteration 11Q: 3 clusters Score -485913.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -486150.437500 Penalty: 2979.313965
	Iteration 12Q: 3 clusters Score -486150.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -486439.500000 Penalty: 2979.313965
	Iteration 13Q: 3 clusters Score -486439.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -486784.125000 Penalty: 2979.313965
	Iteration 14Q: 3 clusters Score -486784.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -487120.468750 Penalty: 2979.313965
	Iteration 15Q: 3 clusters Score -487120.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -487404.906250 Penalty: 2979.313965
	Iteration 16Q: 3 clusters Score -487404.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -487622.000000 Penalty: 2979.313965
	Iteration 17Q: 3 clusters Score -487622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -487755.281250 Penalty: 2979.313965
	Iteration 18Q: 3 clusters Score -487755.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -487843.468750 Penalty: 2979.313965
	Iteration 19Q: 3 clusters Score -487843.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -487905.968750 Penalty: 2979.313965
	Iteration 20F: 3 clusters Score -487906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -487947.593750 Penalty: 2979.313965
	Iteration 21Q: 3 clusters Score -487947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -487959.718750 Penalty: 2979.313965
	Iteration 22Q: 3 clusters Score -487959.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -487971.187500 Penalty: 2979.313965
	Iteration 23Q: 3 clusters Score -487971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -487981.250000 Penalty: 2979.313965
	Iteration 24Q: 3 clusters Score -487981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -487992.781250 Penalty: 2979.313965
	Iteration 25Q: 3 clusters Score -487992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -488007.968750 Penalty: 2979.313965
	Iteration 26Q: 3 clusters Score -488008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -488016.406250 Penalty: 2979.313965
	Iteration 27Q: 3 clusters Score -488016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -488019.312500 Penalty: 2979.313965
	Iteration 28Q: 3 clusters Score -488019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -488023.687500 Penalty: 2979.313965
	Iteration 29Q: 3 clusters Score -488023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -488024.250000 Penalty: 2979.313965
	Iteration 30Q: 3 clusters Score -488024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -488024.250000 Penalty: 2979.313965
	Iteration 31F: 3 clusters Score -488024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Entering Unmasked Estep 
Score: -405436.343750 Penalty: 1454.630005
	Iteration 0F: 2 clusters Score -405436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -399666.812500 Penalty: 2909.260010
	Iteration 0F: 3 clusters Score -399666.8 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -401466.406250 Penalty: 2909.260010
	Iteration 1F: 3 clusters Score -401466.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -401751.031250 Penalty: 2909.260010
	Iteration 2F: 3 clusters Score -401751 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -401977.531250 Penalty: 2909.260010
	Iteration 3F: 3 clusters Score -401977.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -402221.125000 Penalty: 2909.260010
	Iteration 4F: 3 clusters Score -402221.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -402490.656250 Penalty: 2909.260010
	Iteration 5F: 3 clusters Score -402490.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -402786.437500 Penalty: 2909.260010
	Iteration 6F: 3 clusters Score -402786.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -403127.500000 Penalty: 2909.260010
	Iteration 7F: 3 clusters Score -403127.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -403432.343750 Penalty: 2909.260010
	Iteration 8Q: 3 clusters Score -403432.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -403659.656250 Penalty: 2909.260010
	Iteration 9Q: 3 clusters Score -403659.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -403820.906250 Penalty: 2909.260010
	Iteration 10Q: 3 clusters Score -403820.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -403931.968750 Penalty: 2909.260010
	Iteration 11Q: 3 clusters Score -403932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -404010.000000 Penalty: 2909.260010
	Iteration 12Q: 3 clusters Score -404010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -404062.906250 Penalty: 2909.260010
	Iteration 13Q: 3 clusters Score -404062.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -404094.312500 Penalty: 2909.260010
	Iteration 14Q: 3 clusters Score -404094.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -404112.812500 Penalty: 2909.260010
	Iteration 15Q: 3 clusters Score -404112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -404121.062500 Penalty: 2909.260010
	Iteration 16Q: 3 clusters Score -404121.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -404132.875000 Penalty: 2909.260010
	Iteration 17Q: 3 clusters Score -404132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -404142.531250 Penalty: 2909.260010
	Iteration 18Q: 3 clusters Score -404142.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -404152.843750 Penalty: 2909.260010
	Iteration 19Q: 3 clusters Score -404152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -404160.000000 Penalty: 2909.260010
	Iteration 20F: 3 clusters Score -404160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -404163.406250 Penalty: 2909.260010
	Iteration 21Q: 3 clusters Score -404163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -404166.687500 Penalty: 2909.260010
	Iteration 22Q: 3 clusters Score -404166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -404170.843750 Penalty: 2909.260010
	Iteration 23Q: 3 clusters Score -404170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -404174.375000 Penalty: 2909.260010
	Iteration 24Q: 3 clusters Score -404174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -404178.062500 Penalty: 2909.260010
	Iteration 25Q: 3 clusters Score -404178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -404185.906250 Penalty: 2909.260010
	Iteration 26Q: 3 clusters Score -404185.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -404193.031250 Penalty: 2909.260010
	Iteration 27Q: 3 clusters Score -404193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -404200.656250 Penalty: 2909.260010
	Iteration 28Q: 3 clusters Score -404200.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -404206.531250 Penalty: 2909.260010
	Iteration 29Q: 3 clusters Score -404206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -404212.250000 Penalty: 2909.260010
	Iteration 30Q: 3 clusters Score -404212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -404216.125000 Penalty: 2909.260010
	Iteration 31Q: 3 clusters Score -404216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -404217.437500 Penalty: 2909.260010
	Iteration 32Q: 3 clusters Score -404217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -404218.406250 Penalty: 2909.260010
	Iteration 33Q: 3 clusters Score -404218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -404218.343750 Penalty: 2909.260010
	Iteration 34Q: 3 clusters Score -404218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -404218.343750 Penalty: 2909.260010
	Iteration 35F: 3 clusters Score -404218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Entering Unmasked Estep 
Score: -428788.156250 Penalty: 1472.944458
	Iteration 0F: 2 clusters Score -428788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -422514.718750 Penalty: 2945.888916
	Iteration 0F: 3 clusters Score -422514.7 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -424530.031250 Penalty: 2945.888916
	Iteration 1F: 3 clusters Score -424530 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -425363.187500 Penalty: 2945.888916
	Iteration 2F: 3 clusters Score -425363.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -426272.218750 Penalty: 2945.888916
	Iteration 3F: 3 clusters Score -426272.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -427267.093750 Penalty: 2945.888916
	Iteration 4F: 3 clusters Score -427267.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -428192.406250 Penalty: 2945.888916
	Iteration 5F: 3 clusters Score -428192.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -428684.187500 Penalty: 2945.888916
	Iteration 6F: 3 clusters Score -428684.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -428897.437500 Penalty: 2945.888916
	Iteration 7Q: 3 clusters Score -428897.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -428996.062500 Penalty: 2945.888916
	Iteration 8Q: 3 clusters Score -428996.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -429034.687500 Penalty: 2945.888916
	Iteration 9Q: 3 clusters Score -429034.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -429063.750000 Penalty: 2945.888916
	Iteration 10Q: 3 clusters Score -429063.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -429084.875000 Penalty: 2945.888916
	Iteration 11Q: 3 clusters Score -429084.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -429092.562500 Penalty: 2945.888916
	Iteration 12Q: 3 clusters Score -429092.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -429099.156250 Penalty: 2945.888916
	Iteration 13Q: 3 clusters Score -429099.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -429102.781250 Penalty: 2945.888916
	Iteration 14Q: 3 clusters Score -429102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -429109.593750 Penalty: 2945.888916
	Iteration 15Q: 3 clusters Score -429109.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -429112.250000 Penalty: 2945.888916
	Iteration 16Q: 3 clusters Score -429112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -429116.187500 Penalty: 2945.888916
	Iteration 17Q: 3 clusters Score -429116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -429118.343750 Penalty: 2945.888916
	Iteration 18Q: 3 clusters Score -429118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -429118.625000 Penalty: 2945.888916
	Iteration 19Q: 3 clusters Score -429118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -429119.906250 Penalty: 2945.888916
	Iteration 20F: 3 clusters Score -429119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -429120.656250 Penalty: 2945.888916
	Iteration 21Q: 3 clusters Score -429120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -429122.125000 Penalty: 2945.888916
	Iteration 22Q: 3 clusters Score -429122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -429121.656250 Penalty: 2945.888916
	Iteration 23Q: 3 clusters Score -429121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -429122.125000 Penalty: 2945.888916
	Iteration 24Q: 3 clusters Score -429122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -429123.187500 Penalty: 2945.888916
	Iteration 25Q: 3 clusters Score -429123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -429124.906250 Penalty: 2945.888916
	Iteration 26Q: 3 clusters Score -429124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -429125.250000 Penalty: 2945.888916
	Iteration 27Q: 3 clusters Score -429125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -429126.687500 Penalty: 2945.888916
	Iteration 28Q: 3 clusters Score -429126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -429128.000000 Penalty: 2945.888916
	Iteration 29Q: 3 clusters Score -429128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -429131.031250 Penalty: 2945.888916
	Iteration 30Q: 3 clusters Score -429131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -429133.718750 Penalty: 2945.888916
	Iteration 31Q: 3 clusters Score -429133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -429135.500000 Penalty: 2945.888916
	Iteration 32Q: 3 clusters Score -429135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -429138.937500 Penalty: 2945.888916
	Iteration 33Q: 3 clusters Score -429138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -429139.843750 Penalty: 2945.888916
	Iteration 34Q: 3 clusters Score -429139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -429141.718750 Penalty: 2945.888916
	Iteration 35Q: 3 clusters Score -429141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -429141.968750 Penalty: 2945.888916
	Iteration 36Q: 3 clusters Score -429142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -429142.656250 Penalty: 2945.888916
	Iteration 37Q: 3 clusters Score -429142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -429142.656250 Penalty: 2945.888916
	Iteration 38F: 3 clusters Score -429142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15873 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 6 contains 8032 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 619654 members 
Mstep: Class 13 contains 1000 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 24964 members 
Mstep: Class 20 contains 47633 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 13448 members 
Mstep: Class 23 contains 3054 members 
Entering Unmasked Estep 
Score: -37532744.000000 Penalty: 44203.796875
Splitting cluster 10 changes total score from -37533148.000000 to -37532744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (12247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Entering Unmasked Estep 
Score: -604416.000000 Penalty: 1529.618408
	Iteration 0F: 2 clusters Score -604416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -595787.187500 Penalty: 3059.236816
	Iteration 0F: 3 clusters Score -595787.2 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -598881.062500 Penalty: 3059.236816
	Iteration 1F: 3 clusters Score -598881.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -599265.312500 Penalty: 3059.236816
	Iteration 2F: 3 clusters Score -599265.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -599691.562500 Penalty: 3059.236816
	Iteration 3F: 3 clusters Score -599691.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -600124.562500 Penalty: 3059.236816
	Iteration 4F: 3 clusters Score -600124.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -600650.875000 Penalty: 3059.236816
	Iteration 5F: 3 clusters Score -600650.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -601214.125000 Penalty: 3059.236816
	Iteration 6F: 3 clusters Score -601214.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -601752.937500 Penalty: 3059.236816
	Iteration 7F: 3 clusters Score -601752.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -602214.250000 Penalty: 3059.236816
	Iteration 8F: 3 clusters Score -602214.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -602524.125000 Penalty: 3059.236816
	Iteration 9Q: 3 clusters Score -602524.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -602724.687500 Penalty: 3059.236816
	Iteration 10Q: 3 clusters Score -602724.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -602828.375000 Penalty: 3059.236816
	Iteration 11Q: 3 clusters Score -602828.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -602897.437500 Penalty: 3059.236816
	Iteration 12Q: 3 clusters Score -602897.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -602951.937500 Penalty: 3059.236816
	Iteration 13Q: 3 clusters Score -602951.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -602989.062500 Penalty: 3059.236816
	Iteration 14Q: 3 clusters Score -602989.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -603014.625000 Penalty: 3059.236816
	Iteration 15Q: 3 clusters Score -603014.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -603041.812500 Penalty: 3059.236816
	Iteration 16Q: 3 clusters Score -603041.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -603064.437500 Penalty: 3059.236816
	Iteration 17Q: 3 clusters Score -603064.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -603081.000000 Penalty: 3059.236816
	Iteration 18Q: 3 clusters Score -603081 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -603096.000000 Penalty: 3059.236816
	Iteration 19Q: 3 clusters Score -603096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -603110.500000 Penalty: 3059.236816
	Iteration 20F: 3 clusters Score -603110.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -603121.687500 Penalty: 3059.236816
	Iteration 21Q: 3 clusters Score -603121.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -603131.000000 Penalty: 3059.236816
	Iteration 22Q: 3 clusters Score -603131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -603140.500000 Penalty: 3059.236816
	Iteration 23Q: 3 clusters Score -603140.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -603144.875000 Penalty: 3059.236816
	Iteration 24Q: 3 clusters Score -603144.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -603152.000000 Penalty: 3059.236816
	Iteration 25Q: 3 clusters Score -603152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -603163.000000 Penalty: 3059.236816
	Iteration 26Q: 3 clusters Score -603163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -603170.437500 Penalty: 3059.236816
	Iteration 27Q: 3 clusters Score -603170.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -603183.062500 Penalty: 3059.236816
	Iteration 28Q: 3 clusters Score -603183.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -603191.250000 Penalty: 3059.236816
	Iteration 29Q: 3 clusters Score -603191.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -603200.437500 Penalty: 3059.236816
	Iteration 30Q: 3 clusters Score -603200.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -603211.125000 Penalty: 3059.236816
	Iteration 31Q: 3 clusters Score -603211.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -603220.437500 Penalty: 3059.236816
	Iteration 32Q: 3 clusters Score -603220.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -603227.125000 Penalty: 3059.236816
	Iteration 33Q: 3 clusters Score -603227.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -603230.187500 Penalty: 3059.236816
	Iteration 34Q: 3 clusters Score -603230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -603231.750000 Penalty: 3059.236816
	Iteration 35Q: 3 clusters Score -603231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -603236.187500 Penalty: 3059.236816
	Iteration 36Q: 3 clusters Score -603236.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -603236.812500 Penalty: 3059.236816
	Iteration 37Q: 3 clusters Score -603236.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -603240.875000 Penalty: 3059.236816
	Iteration 38Q: 3 clusters Score -603240.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -603243.187500 Penalty: 3059.236816
	Iteration 39Q: 3 clusters Score -603243.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -603244.937500 Penalty: 3059.236816
	Iteration 40F: 3 clusters Score -603244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -603245.437500 Penalty: 3059.236816
	Iteration 41Q: 3 clusters Score -603245.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -603249.312500 Penalty: 3059.236816
	Iteration 42Q: 3 clusters Score -603249.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -603252.750000 Penalty: 3059.236816
	Iteration 43Q: 3 clusters Score -603252.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -603254.625000 Penalty: 3059.236816
	Iteration 44Q: 3 clusters Score -603254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -603256.125000 Penalty: 3059.236816
	Iteration 45Q: 3 clusters Score -603256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -603258.187500 Penalty: 3059.236816
	Iteration 46Q: 3 clusters Score -603258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -603256.937500 Penalty: 3059.236816
	Iteration 47Q: 3 clusters Score -603256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -603258.062500 Penalty: 3059.236816
	Iteration 48Q: 3 clusters Score -603258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -603259.000000 Penalty: 3059.236816
	Iteration 49Q: 3 clusters Score -603259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -603258.937500 Penalty: 3059.236816
	Iteration 50Q: 3 clusters Score -603258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -603257.562500 Penalty: 3059.236816
	Iteration 51Q: 3 clusters Score -603257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -603257.875000 Penalty: 3059.236816
	Iteration 52Q: 3 clusters Score -603257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -603257.875000 Penalty: 3059.236816
	Iteration 53F: 3 clusters Score -603257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (619654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619654 members 
Entering Unmasked Estep 
Score: -29229716.000000 Penalty: 2167.249023
	Iteration 0F: 2 clusters Score -2.922972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310252 members 
Mstep: Class 2 contains 309402 members 
Entering Unmasked Estep 
Score: -28809010.000000 Penalty: 4334.498047
	Iteration 0F: 3 clusters Score -2.880901e+07 nChanged 303909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330729 members 
Mstep: Class 2 contains 288925 members 
Entering Unmasked Estep 
Score: -28994352.000000 Penalty: 4334.498047
	Iteration 1F: 3 clusters Score -2.899435e+07 nChanged 20755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343274 members 
Mstep: Class 2 contains 276380 members 
Entering Unmasked Estep 
Score: -29000256.000000 Penalty: 4334.498047
	Iteration 2Q: 3 clusters Score -2.900026e+07 nChanged 26162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362916 members 
Mstep: Class 2 contains 256738 members 
Entering Unmasked Estep 
Score: -29010862.000000 Penalty: 4334.498047
	Iteration 3Q: 3 clusters Score -2.901086e+07 nChanged 33978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392070 members 
Mstep: Class 2 contains 227584 members 
Entering Unmasked Estep 
Score: -29029470.000000 Penalty: 4334.498047
	Iteration 4F: 3 clusters Score -2.902947e+07 nChanged 42577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431469 members 
Mstep: Class 2 contains 188185 members 
Entering Unmasked Estep 
Score: -29058824.000000 Penalty: 4334.498047
	Iteration 5F: 3 clusters Score -2.905882e+07 nChanged 48380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478189 members 
Mstep: Class 2 contains 141465 members 
Entering Unmasked Estep 
Score: -29099902.000000 Penalty: 4334.498047
	Iteration 6F: 3 clusters Score -2.90999e+07 nChanged 47364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524885 members 
Mstep: Class 2 contains 94769 members 
Entering Unmasked Estep 
Score: -29142814.000000 Penalty: 4334.498047
	Iteration 7F: 3 clusters Score -2.914281e+07 nChanged 38367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563032 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -29178418.000000 Penalty: 4334.498047
	Iteration 8F: 3 clusters Score -2.917842e+07 nChanged 26052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589062 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -29202218.000000 Penalty: 4334.498047
	Iteration 9Q: 3 clusters Score -2.920222e+07 nChanged 15244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604296 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -29215798.000000 Penalty: 4334.498047
	Iteration 10Q: 3 clusters Score -2.92158e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612321 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -29222646.000000 Penalty: 4334.498047
	Iteration 11Q: 3 clusters Score -2.922265e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616076 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -29225570.000000 Penalty: 4334.498047
	Iteration 12Q: 3 clusters Score -2.922557e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617699 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -29226756.000000 Penalty: 4334.498047
	Iteration 13Q: 3 clusters Score -2.922676e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618415 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -29227186.000000 Penalty: 4334.498047
	Iteration 14Q: 3 clusters Score -2.922719e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618726 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -29227430.000000 Penalty: 4334.498047
	Iteration 15Q: 3 clusters Score -2.922743e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618888 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -29227600.000000 Penalty: 4334.498047
	Iteration 16Q: 3 clusters Score -2.92276e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618973 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29227722.000000 Penalty: 4334.498047
	Iteration 17Q: 3 clusters Score -2.922772e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619037 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -29227782.000000 Penalty: 4334.498047
	Iteration 18Q: 3 clusters Score -2.922778e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619074 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29227860.000000 Penalty: 4334.498047
	Iteration 19Q: 3 clusters Score -2.922786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619095 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -29227868.000000 Penalty: 4334.498047
	Iteration 20F: 3 clusters Score -2.922787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619103 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29227886.000000 Penalty: 4334.498047
	Iteration 21Q: 3 clusters Score -2.922789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619117 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29227888.000000 Penalty: 4334.498047
	Iteration 22Q: 3 clusters Score -2.922789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619123 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -29227900.000000 Penalty: 4334.498047
	Iteration 23Q: 3 clusters Score -2.92279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619132 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29227896.000000 Penalty: 4334.498047
	Iteration 24Q: 3 clusters Score -2.92279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619136 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29227892.000000 Penalty: 4334.498047
	Iteration 25Q: 3 clusters Score -2.922789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619139 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -29227906.000000 Penalty: 4334.498047
	Iteration 26Q: 3 clusters Score -2.922791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619142 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -29227892.000000 Penalty: 4334.498047
	Iteration 27Q: 3 clusters Score -2.922789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619142 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -29227908.000000 Penalty: 4334.498047
	Iteration 28Q: 3 clusters Score -2.922791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619145 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -29227908.000000 Penalty: 4334.498047
	Iteration 29Q: 3 clusters Score -2.922791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619149 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29227934.000000 Penalty: 4334.498047
	Iteration 30Q: 3 clusters Score -2.922793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619154 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -29227918.000000 Penalty: 4334.498047
	Iteration 31Q: 3 clusters Score -2.922792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619158 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -29227930.000000 Penalty: 4334.498047
	Iteration 32Q: 3 clusters Score -2.922793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619162 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -29227954.000000 Penalty: 4334.498047
	Iteration 33Q: 3 clusters Score -2.922795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619164 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -29227962.000000 Penalty: 4334.498047
	Iteration 34Q: 3 clusters Score -2.922796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619164 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -29227952.000000 Penalty: 4334.498047
	Iteration 35Q: 3 clusters Score -2.922795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619163 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29227968.000000 Penalty: 4334.498047
	Iteration 36Q: 3 clusters Score -2.922797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619163 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29227968.000000 Penalty: 4334.498047
	Iteration 37F: 3 clusters Score -2.922797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -193195.156250 Penalty: 1346.559692
	Iteration 0F: 2 clusters Score -193195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -189839.312500 Penalty: 2693.119385
	Iteration 0F: 3 clusters Score -189839.3 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -190718.968750 Penalty: 2693.119385
	Iteration 1F: 3 clusters Score -190719 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -190878.625000 Penalty: 2693.119385
	Iteration 2F: 3 clusters Score -190878.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -190984.828125 Penalty: 2693.119385
	Iteration 3Q: 3 clusters Score -190984.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -191070.031250 Penalty: 2693.119385
	Iteration 4Q: 3 clusters Score -191070 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -191141.484375 Penalty: 2693.119385
	Iteration 5Q: 3 clusters Score -191141.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -191205.718750 Penalty: 2693.119385
	Iteration 6Q: 3 clusters Score -191205.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -191261.765625 Penalty: 2693.119385
	Iteration 7Q: 3 clusters Score -191261.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -191308.218750 Penalty: 2693.119385
	Iteration 8Q: 3 clusters Score -191308.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -191354.406250 Penalty: 2693.119385
	Iteration 9Q: 3 clusters Score -191354.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -191404.843750 Penalty: 2693.119385
	Iteration 10Q: 3 clusters Score -191404.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -191447.921875 Penalty: 2693.119385
	Iteration 11Q: 3 clusters Score -191447.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -191484.703125 Penalty: 2693.119385
	Iteration 12Q: 3 clusters Score -191484.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -191507.625000 Penalty: 2693.119385
	Iteration 13Q: 3 clusters Score -191507.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -191532.515625 Penalty: 2693.119385
	Iteration 14Q: 3 clusters Score -191532.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -191565.296875 Penalty: 2693.119385
	Iteration 15Q: 3 clusters Score -191565.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -191592.125000 Penalty: 2693.119385
	Iteration 16Q: 3 clusters Score -191592.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -191618.796875 Penalty: 2693.119385
	Iteration 17Q: 3 clusters Score -191618.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -191650.734375 Penalty: 2693.119385
	Iteration 18Q: 3 clusters Score -191650.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -191688.078125 Penalty: 2693.119385
	Iteration 19Q: 3 clusters Score -191688.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -191719.953125 Penalty: 2693.119385
	Iteration 20F: 3 clusters Score -191720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -191749.609375 Penalty: 2693.119385
	Iteration 21Q: 3 clusters Score -191749.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -191777.296875 Penalty: 2693.119385
	Iteration 22Q: 3 clusters Score -191777.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -191804.890625 Penalty: 2693.119385
	Iteration 23Q: 3 clusters Score -191804.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -191833.062500 Penalty: 2693.119385
	Iteration 24Q: 3 clusters Score -191833.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -191859.968750 Penalty: 2693.119385
	Iteration 25Q: 3 clusters Score -191860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -191883.937500 Penalty: 2693.119385
	Iteration 26Q: 3 clusters Score -191883.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -191910.140625 Penalty: 2693.119385
	Iteration 27Q: 3 clusters Score -191910.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -191929.343750 Penalty: 2693.119385
	Iteration 28Q: 3 clusters Score -191929.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191951.156250 Penalty: 2693.119385
	Iteration 29Q: 3 clusters Score -191951.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -191971.343750 Penalty: 2693.119385
	Iteration 30Q: 3 clusters Score -191971.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191986.812500 Penalty: 2693.119385
	Iteration 31Q: 3 clusters Score -191986.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -192005.609375 Penalty: 2693.119385
	Iteration 32Q: 3 clusters Score -192005.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -192027.125000 Penalty: 2693.119385
	Iteration 33Q: 3 clusters Score -192027.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -192041.343750 Penalty: 2693.119385
	Iteration 34Q: 3 clusters Score -192041.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -192052.187500 Penalty: 2693.119385
	Iteration 35Q: 3 clusters Score -192052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -192060.625000 Penalty: 2693.119385
	Iteration 36Q: 3 clusters Score -192060.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -192067.609375 Penalty: 2693.119385
	Iteration 37Q: 3 clusters Score -192067.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -192078.109375 Penalty: 2693.119385
	Iteration 38Q: 3 clusters Score -192078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -192083.656250 Penalty: 2693.119385
	Iteration 39Q: 3 clusters Score -192083.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -192090.312500 Penalty: 2693.119385
	Iteration 40F: 3 clusters Score -192090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -192095.312500 Penalty: 2693.119385
	Iteration 41Q: 3 clusters Score -192095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -192097.984375 Penalty: 2693.119385
	Iteration 42Q: 3 clusters Score -192098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -192101.812500 Penalty: 2693.119385
	Iteration 43Q: 3 clusters Score -192101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -192105.296875 Penalty: 2693.119385
	Iteration 44Q: 3 clusters Score -192105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -192108.343750 Penalty: 2693.119385
	Iteration 45Q: 3 clusters Score -192108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -192111.359375 Penalty: 2693.119385
	Iteration 46Q: 3 clusters Score -192111.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -192119.390625 Penalty: 2693.119385
	Iteration 47Q: 3 clusters Score -192119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -192124.437500 Penalty: 2693.119385
	Iteration 48Q: 3 clusters Score -192124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -192125.656250 Penalty: 2693.119385
	Iteration 49Q: 3 clusters Score -192125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -192126.406250 Penalty: 2693.119385
	Iteration 50Q: 3 clusters Score -192126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -192126.406250 Penalty: 2693.119385
	Iteration 51F: 3 clusters Score -192126.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Entering Unmasked Estep 
Score: -168505.109375 Penalty: 1325.246338
	Iteration 0F: 2 clusters Score -168505.1 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 1763 members 
Entering Unmasked Estep 
Score: -165492.187500 Penalty: 2650.492676
	Iteration 0F: 3 clusters Score -165492.2 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -166239.953125 Penalty: 2650.492676
	Iteration 1F: 3 clusters Score -166240 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -166394.687500 Penalty: 2650.492676
	Iteration 2F: 3 clusters Score -166394.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -166499.703125 Penalty: 2650.492676
	Iteration 3F: 3 clusters Score -166499.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -166566.703125 Penalty: 2650.492676
	Iteration 4Q: 3 clusters Score -166566.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -166636.890625 Penalty: 2650.492676
	Iteration 5Q: 3 clusters Score -166636.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -166707.265625 Penalty: 2650.492676
	Iteration 6Q: 3 clusters Score -166707.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -166772.453125 Penalty: 2650.492676
	Iteration 7Q: 3 clusters Score -166772.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -166824.296875 Penalty: 2650.492676
	Iteration 8Q: 3 clusters Score -166824.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -166877.906250 Penalty: 2650.492676
	Iteration 9Q: 3 clusters Score -166877.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -166935.875000 Penalty: 2650.492676
	Iteration 10Q: 3 clusters Score -166935.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -166989.406250 Penalty: 2650.492676
	Iteration 11Q: 3 clusters Score -166989.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -167040.625000 Penalty: 2650.492676
	Iteration 12Q: 3 clusters Score -167040.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -167095.203125 Penalty: 2650.492676
	Iteration 13Q: 3 clusters Score -167095.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -167161.875000 Penalty: 2650.492676
	Iteration 14Q: 3 clusters Score -167161.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -167226.546875 Penalty: 2650.492676
	Iteration 15Q: 3 clusters Score -167226.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -167270.156250 Penalty: 2650.492676
	Iteration 16Q: 3 clusters Score -167270.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -167303.718750 Penalty: 2650.492676
	Iteration 17Q: 3 clusters Score -167303.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -167328.046875 Penalty: 2650.492676
	Iteration 18Q: 3 clusters Score -167328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -167356.781250 Penalty: 2650.492676
	Iteration 19Q: 3 clusters Score -167356.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -167378.875000 Penalty: 2650.492676
	Iteration 20F: 3 clusters Score -167378.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -167403.203125 Penalty: 2650.492676
	Iteration 21Q: 3 clusters Score -167403.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -167423.187500 Penalty: 2650.492676
	Iteration 22Q: 3 clusters Score -167423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -167443.828125 Penalty: 2650.492676
	Iteration 23Q: 3 clusters Score -167443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -167465.109375 Penalty: 2650.492676
	Iteration 24Q: 3 clusters Score -167465.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -167484.828125 Penalty: 2650.492676
	Iteration 25Q: 3 clusters Score -167484.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -167499.984375 Penalty: 2650.492676
	Iteration 26Q: 3 clusters Score -167500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -167508.796875 Penalty: 2650.492676
	Iteration 27Q: 3 clusters Score -167508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -167511.218750 Penalty: 2650.492676
	Iteration 28Q: 3 clusters Score -167511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -167512.250000 Penalty: 2650.492676
	Iteration 29Q: 3 clusters Score -167512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -167514.218750 Penalty: 2650.492676
	Iteration 30Q: 3 clusters Score -167514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -167515.437500 Penalty: 2650.492676
	Iteration 31Q: 3 clusters Score -167515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -167516.703125 Penalty: 2650.492676
	Iteration 32Q: 3 clusters Score -167516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -167517.734375 Penalty: 2650.492676
	Iteration 33Q: 3 clusters Score -167517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -167519.281250 Penalty: 2650.492676
	Iteration 34Q: 3 clusters Score -167519.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -167523.859375 Penalty: 2650.492676
	Iteration 35Q: 3 clusters Score -167523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -167526.359375 Penalty: 2650.492676
	Iteration 36Q: 3 clusters Score -167526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -167527.328125 Penalty: 2650.492676
	Iteration 37Q: 3 clusters Score -167527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -167527.968750 Penalty: 2650.492676
	Iteration 38Q: 3 clusters Score -167528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -167528.171875 Penalty: 2650.492676
	Iteration 39Q: 3 clusters Score -167528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -167528.171875 Penalty: 2650.492676
	Iteration 40F: 3 clusters Score -167528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Entering Unmasked Estep 
Score: -1250922.375000 Penalty: 1645.343384
	Iteration 0F: 2 clusters Score -1250922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1234012.250000 Penalty: 3290.686768
	Iteration 0F: 3 clusters Score -1234012 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1240242.875000 Penalty: 3290.686768
	Iteration 1F: 3 clusters Score -1240243 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1240676.125000 Penalty: 3290.686768
	Iteration 2Q: 3 clusters Score -1240676 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1241176.500000 Penalty: 3290.686768
	Iteration 3Q: 3 clusters Score -1241176 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1241829.125000 Penalty: 3290.686768
	Iteration 4Q: 3 clusters Score -1241829 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1242686.125000 Penalty: 3290.686768
	Iteration 5F: 3 clusters Score -1242686 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1243794.000000 Penalty: 3290.686768
	Iteration 6F: 3 clusters Score -1243794 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1245103.250000 Penalty: 3290.686768
	Iteration 7F: 3 clusters Score -1245103 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1246391.500000 Penalty: 3290.686768
	Iteration 8F: 3 clusters Score -1246392 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1247312.500000 Penalty: 3290.686768
	Iteration 9Q: 3 clusters Score -1247312 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1247932.625000 Penalty: 3290.686768
	Iteration 10Q: 3 clusters Score -1247933 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1248341.625000 Penalty: 3290.686768
	Iteration 11Q: 3 clusters Score -1248342 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1248631.125000 Penalty: 3290.686768
	Iteration 12Q: 3 clusters Score -1248631 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1248846.250000 Penalty: 3290.686768
	Iteration 13Q: 3 clusters Score -1248846 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1249002.375000 Penalty: 3290.686768
	Iteration 14Q: 3 clusters Score -1249002 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1249134.875000 Penalty: 3290.686768
	Iteration 15Q: 3 clusters Score -1249135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1249237.500000 Penalty: 3290.686768
	Iteration 16Q: 3 clusters Score -1249238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1249301.375000 Penalty: 3290.686768
	Iteration 17Q: 3 clusters Score -1249301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1249347.750000 Penalty: 3290.686768
	Iteration 18Q: 3 clusters Score -1249348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1249382.000000 Penalty: 3290.686768
	Iteration 19Q: 3 clusters Score -1249382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1249412.750000 Penalty: 3290.686768
	Iteration 20F: 3 clusters Score -1249413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1249452.625000 Penalty: 3290.686768
	Iteration 21Q: 3 clusters Score -1249453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1249481.750000 Penalty: 3290.686768
	Iteration 22Q: 3 clusters Score -1249482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1249499.000000 Penalty: 3290.686768
	Iteration 23Q: 3 clusters Score -1249499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1249518.375000 Penalty: 3290.686768
	Iteration 24Q: 3 clusters Score -1249518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1249528.125000 Penalty: 3290.686768
	Iteration 25Q: 3 clusters Score -1249528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1249531.125000 Penalty: 3290.686768
	Iteration 26Q: 3 clusters Score -1249531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1249535.000000 Penalty: 3290.686768
	Iteration 27Q: 3 clusters Score -1249535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1249538.500000 Penalty: 3290.686768
	Iteration 28Q: 3 clusters Score -1249538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1249541.625000 Penalty: 3290.686768
	Iteration 29Q: 3 clusters Score -1249542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1249545.000000 Penalty: 3290.686768
	Iteration 30Q: 3 clusters Score -1249545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1249551.000000 Penalty: 3290.686768
	Iteration 31Q: 3 clusters Score -1249551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1249556.250000 Penalty: 3290.686768
	Iteration 32Q: 3 clusters Score -1249556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1249557.750000 Penalty: 3290.686768
	Iteration 33Q: 3 clusters Score -1249558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1249558.000000 Penalty: 3290.686768
	Iteration 34Q: 3 clusters Score -1249558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1249561.875000 Penalty: 3290.686768
	Iteration 35Q: 3 clusters Score -1249562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1249567.625000 Penalty: 3290.686768
	Iteration 36Q: 3 clusters Score -1249568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1249567.875000 Penalty: 3290.686768
	Iteration 37Q: 3 clusters Score -1249568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1249570.625000 Penalty: 3290.686768
	Iteration 38Q: 3 clusters Score -1249571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1249572.875000 Penalty: 3290.686768
	Iteration 39Q: 3 clusters Score -1249573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1249574.250000 Penalty: 3290.686768
	Iteration 40F: 3 clusters Score -1249574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1249573.250000 Penalty: 3290.686768
	Iteration 41Q: 3 clusters Score -1249573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1249574.625000 Penalty: 3290.686768
	Iteration 42Q: 3 clusters Score -1249575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1249574.625000 Penalty: 3290.686768
	Iteration 43F: 3 clusters Score -1249575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Entering Unmasked Estep 
Score: -2316275.000000 Penalty: 1750.333252
	Iteration 0F: 2 clusters Score -2316275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2284392.750000 Penalty: 3500.666504
	Iteration 0F: 3 clusters Score -2284393 nChanged 22455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2297444.500000 Penalty: 3500.666504
	Iteration 1F: 3 clusters Score -2297444 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2298593.750000 Penalty: 3500.666504
	Iteration 2Q: 3 clusters Score -2298594 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -2300056.250000 Penalty: 3500.666504
	Iteration 3Q: 3 clusters Score -2300056 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2301697.000000 Penalty: 3500.666504
	Iteration 4F: 3 clusters Score -2301697 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -2303680.250000 Penalty: 3500.666504
	Iteration 5F: 3 clusters Score -2303680 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2306004.750000 Penalty: 3500.666504
	Iteration 6F: 3 clusters Score -2306005 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2308204.500000 Penalty: 3500.666504
	Iteration 7F: 3 clusters Score -2308204 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2309696.000000 Penalty: 3500.666504
	Iteration 8F: 3 clusters Score -2309696 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2310411.000000 Penalty: 3500.666504
	Iteration 9Q: 3 clusters Score -2310411 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2310771.750000 Penalty: 3500.666504
	Iteration 10Q: 3 clusters Score -2310772 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2311017.750000 Penalty: 3500.666504
	Iteration 11Q: 3 clusters Score -2311018 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2311253.250000 Penalty: 3500.666504
	Iteration 12Q: 3 clusters Score -2311253 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2311481.750000 Penalty: 3500.666504
	Iteration 13Q: 3 clusters Score -2311482 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2311735.250000 Penalty: 3500.666504
	Iteration 14Q: 3 clusters Score -2311735 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2311994.750000 Penalty: 3500.666504
	Iteration 15Q: 3 clusters Score -2311995 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2312262.000000 Penalty: 3500.666504
	Iteration 16Q: 3 clusters Score -2312262 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2312541.500000 Penalty: 3500.666504
	Iteration 17Q: 3 clusters Score -2312542 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2312808.500000 Penalty: 3500.666504
	Iteration 18Q: 3 clusters Score -2312808 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2313048.250000 Penalty: 3500.666504
	Iteration 19Q: 3 clusters Score -2313048 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2313292.250000 Penalty: 3500.666504
	Iteration 20F: 3 clusters Score -2313292 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2313474.750000 Penalty: 3500.666504
	Iteration 21Q: 3 clusters Score -2313475 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2313645.250000 Penalty: 3500.666504
	Iteration 22Q: 3 clusters Score -2313645 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2313811.750000 Penalty: 3500.666504
	Iteration 23Q: 3 clusters Score -2313812 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2313946.250000 Penalty: 3500.666504
	Iteration 24Q: 3 clusters Score -2313946 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2314078.500000 Penalty: 3500.666504
	Iteration 25Q: 3 clusters Score -2314078 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2314212.250000 Penalty: 3500.666504
	Iteration 26Q: 3 clusters Score -2314212 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2314337.000000 Penalty: 3500.666504
	Iteration 27Q: 3 clusters Score -2314337 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2314457.500000 Penalty: 3500.666504
	Iteration 28Q: 3 clusters Score -2314458 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2314602.750000 Penalty: 3500.666504
	Iteration 29Q: 3 clusters Score -2314603 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2314732.500000 Penalty: 3500.666504
	Iteration 30Q: 3 clusters Score -2314732 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2314878.250000 Penalty: 3500.666504
	Iteration 31Q: 3 clusters Score -2314878 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2315019.250000 Penalty: 3500.666504
	Iteration 32Q: 3 clusters Score -2315019 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2315144.750000 Penalty: 3500.666504
	Iteration 33Q: 3 clusters Score -2315145 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2315255.250000 Penalty: 3500.666504
	Iteration 34Q: 3 clusters Score -2315255 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2315365.000000 Penalty: 3500.666504
	Iteration 35Q: 3 clusters Score -2315365 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2315483.500000 Penalty: 3500.666504
	Iteration 36Q: 3 clusters Score -2315484 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2315572.750000 Penalty: 3500.666504
	Iteration 37Q: 3 clusters Score -2315573 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2315663.750000 Penalty: 3500.666504
	Iteration 38Q: 3 clusters Score -2315664 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2315737.250000 Penalty: 3500.666504
	Iteration 39Q: 3 clusters Score -2315737 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2315819.750000 Penalty: 3500.666504
	Iteration 40F: 3 clusters Score -2315820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2315888.250000 Penalty: 3500.666504
	Iteration 41Q: 3 clusters Score -2315888 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2315943.000000 Penalty: 3500.666504
	Iteration 42Q: 3 clusters Score -2315943 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2316016.250000 Penalty: 3500.666504
	Iteration 43Q: 3 clusters Score -2316016 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2316075.500000 Penalty: 3500.666504
	Iteration 44Q: 3 clusters Score -2316076 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2316121.250000 Penalty: 3500.666504
	Iteration 45Q: 3 clusters Score -2316121 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2316163.750000 Penalty: 3500.666504
	Iteration 46Q: 3 clusters Score -2316164 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2316201.750000 Penalty: 3500.666504
	Iteration 47Q: 3 clusters Score -2316202 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2316241.250000 Penalty: 3500.666504
	Iteration 48Q: 3 clusters Score -2316241 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2316273.000000 Penalty: 3500.666504
	Iteration 49Q: 3 clusters Score -2316273 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2316280.500000 Penalty: 3500.666504
	Iteration 50Q: 3 clusters Score -2316280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2316313.250000 Penalty: 3500.666504
	Iteration 51Q: 3 clusters Score -2316313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2316329.500000 Penalty: 3500.666504
	Iteration 52Q: 3 clusters Score -2316330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2316349.750000 Penalty: 3500.666504
	Iteration 53Q: 3 clusters Score -2316350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2316367.500000 Penalty: 3500.666504
	Iteration 54Q: 3 clusters Score -2316368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2316373.000000 Penalty: 3500.666504
	Iteration 55Q: 3 clusters Score -2316373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2316373.250000 Penalty: 3500.666504
	Iteration 56Q: 3 clusters Score -2316373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2316383.500000 Penalty: 3500.666504
	Iteration 57Q: 3 clusters Score -2316384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2316387.250000 Penalty: 3500.666504
	Iteration 58Q: 3 clusters Score -2316387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2316393.750000 Penalty: 3500.666504
	Iteration 59Q: 3 clusters Score -2316394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2316396.000000 Penalty: 3500.666504
	Iteration 60F: 3 clusters Score -2316396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2316393.000000 Penalty: 3500.666504
	Iteration 61Q: 3 clusters Score -2316393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2316390.250000 Penalty: 3500.666504
	Iteration 62Q: 3 clusters Score -2316390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2316400.000000 Penalty: 3500.666504
	Iteration 63Q: 3 clusters Score -2316400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2316403.000000 Penalty: 3500.666504
	Iteration 64Q: 3 clusters Score -2316403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2316405.000000 Penalty: 3500.666504
	Iteration 65Q: 3 clusters Score -2316405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2316411.000000 Penalty: 3500.666504
	Iteration 66Q: 3 clusters Score -2316411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2316413.250000 Penalty: 3500.666504
	Iteration 67Q: 3 clusters Score -2316413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2316415.000000 Penalty: 3500.666504
	Iteration 68Q: 3 clusters Score -2316415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2316417.500000 Penalty: 3500.666504
	Iteration 69Q: 3 clusters Score -2316418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2316421.000000 Penalty: 3500.666504
	Iteration 70Q: 3 clusters Score -2316421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2316420.000000 Penalty: 3500.666504
	Iteration 71Q: 3 clusters Score -2316420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2316423.000000 Penalty: 3500.666504
	Iteration 72Q: 3 clusters Score -2316423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2316416.750000 Penalty: 3500.666504
	Iteration 73Q: 3 clusters Score -2316417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2316418.250000 Penalty: 3500.666504
	Iteration 74Q: 3 clusters Score -2316418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2316419.500000 Penalty: 3500.666504
	Iteration 75Q: 3 clusters Score -2316420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2316417.000000 Penalty: 3500.666504
	Iteration 76Q: 3 clusters Score -2316417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2316419.000000 Penalty: 3500.666504
	Iteration 77Q: 3 clusters Score -2316419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2316418.250000 Penalty: 3500.666504
	Iteration 78Q: 3 clusters Score -2316418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2316418.750000 Penalty: 3500.666504
	Iteration 79Q: 3 clusters Score -2316419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2316422.750000 Penalty: 3500.666504
	Iteration 80F: 3 clusters Score -2316423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2316422.500000 Penalty: 3500.666504
	Iteration 81Q: 3 clusters Score -2316422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2316424.750000 Penalty: 3500.666504
	Iteration 82Q: 3 clusters Score -2316425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2316427.500000 Penalty: 3500.666504
	Iteration 83Q: 3 clusters Score -2316428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2316422.750000 Penalty: 3500.666504
	Iteration 84Q: 3 clusters Score -2316423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2316423.750000 Penalty: 3500.666504
	Iteration 85Q: 3 clusters Score -2316424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2316427.000000 Penalty: 3500.666504
	Iteration 86Q: 3 clusters Score -2316427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2316428.750000 Penalty: 3500.666504
	Iteration 87Q: 3 clusters Score -2316429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2316430.000000 Penalty: 3500.666504
	Iteration 88Q: 3 clusters Score -2316430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2316432.500000 Penalty: 3500.666504
	Iteration 89Q: 3 clusters Score -2316432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2316433.500000 Penalty: 3500.666504
	Iteration 90Q: 3 clusters Score -2316434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2316432.250000 Penalty: 3500.666504
	Iteration 91Q: 3 clusters Score -2316432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2316432.250000 Penalty: 3500.666504
	Iteration 92Q: 3 clusters Score -2316432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2316434.000000 Penalty: 3500.666504
	Iteration 93Q: 3 clusters Score -2316434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2316435.000000 Penalty: 3500.666504
	Iteration 94Q: 3 clusters Score -2316435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2316436.500000 Penalty: 3500.666504
	Iteration 95Q: 3 clusters Score -2316436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2316438.000000 Penalty: 3500.666504
	Iteration 96Q: 3 clusters Score -2316438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2316437.250000 Penalty: 3500.666504
	Iteration 97Q: 3 clusters Score -2316437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2316432.750000 Penalty: 3500.666504
	Iteration 98Q: 3 clusters Score -2316433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2316436.500000 Penalty: 3500.666504
	Iteration 99Q: 3 clusters Score -2316436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2316439.500000 Penalty: 3500.666504
	Iteration 100F: 3 clusters Score -2316440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15873 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 6 contains 8032 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 619654 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 24964 members 
Mstep: Class 20 contains 45287 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 13448 members 
Mstep: Class 23 contains 3054 members 
Entering Unmasked Estep 
Score: -37532948.000000 Penalty: 44203.796875
Splitting cluster 20 changes total score from -37533148.000000 to -37532948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -373384.250000 Penalty: 1454.419434
	Iteration 0F: 2 clusters Score -373384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -367722.656250 Penalty: 2908.838867
	Iteration 0F: 3 clusters Score -367722.7 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -369433.781250 Penalty: 2908.838867
	Iteration 1F: 3 clusters Score -369433.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -369602.375000 Penalty: 2908.838867
	Iteration 2F: 3 clusters Score -369602.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -369732.781250 Penalty: 2908.838867
	Iteration 3Q: 3 clusters Score -369732.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -369823.000000 Penalty: 2908.838867
	Iteration 4Q: 3 clusters Score -369823 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -369918.468750 Penalty: 2908.838867
	Iteration 5Q: 3 clusters Score -369918.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -370014.937500 Penalty: 2908.838867
	Iteration 6Q: 3 clusters Score -370014.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -370120.375000 Penalty: 2908.838867
	Iteration 7Q: 3 clusters Score -370120.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -370228.125000 Penalty: 2908.838867
	Iteration 8Q: 3 clusters Score -370228.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -370355.812500 Penalty: 2908.838867
	Iteration 9Q: 3 clusters Score -370355.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -370480.093750 Penalty: 2908.838867
	Iteration 10Q: 3 clusters Score -370480.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -370602.437500 Penalty: 2908.838867
	Iteration 11Q: 3 clusters Score -370602.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -370760.718750 Penalty: 2908.838867
	Iteration 12Q: 3 clusters Score -370760.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -370957.593750 Penalty: 2908.838867
	Iteration 13Q: 3 clusters Score -370957.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -371212.281250 Penalty: 2908.838867
	Iteration 14Q: 3 clusters Score -371212.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -371477.437500 Penalty: 2908.838867
	Iteration 15Q: 3 clusters Score -371477.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -371743.500000 Penalty: 2908.838867
	Iteration 16Q: 3 clusters Score -371743.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -371933.968750 Penalty: 2908.838867
	Iteration 17Q: 3 clusters Score -371934 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -372026.250000 Penalty: 2908.838867
	Iteration 18Q: 3 clusters Score -372026.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -372098.343750 Penalty: 2908.838867
	Iteration 19Q: 3 clusters Score -372098.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -372156.187500 Penalty: 2908.838867
	Iteration 20F: 3 clusters Score -372156.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -372198.437500 Penalty: 2908.838867
	Iteration 21Q: 3 clusters Score -372198.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -372228.593750 Penalty: 2908.838867
	Iteration 22Q: 3 clusters Score -372228.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -372254.968750 Penalty: 2908.838867
	Iteration 23Q: 3 clusters Score -372255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -372278.125000 Penalty: 2908.838867
	Iteration 24Q: 3 clusters Score -372278.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -372289.781250 Penalty: 2908.838867
	Iteration 25Q: 3 clusters Score -372289.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -372300.250000 Penalty: 2908.838867
	Iteration 26Q: 3 clusters Score -372300.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -372310.093750 Penalty: 2908.838867
	Iteration 27Q: 3 clusters Score -372310.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -372317.812500 Penalty: 2908.838867
	Iteration 28Q: 3 clusters Score -372317.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -372323.500000 Penalty: 2908.838867
	Iteration 29Q: 3 clusters Score -372323.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -372329.156250 Penalty: 2908.838867
	Iteration 30Q: 3 clusters Score -372329.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -372333.281250 Penalty: 2908.838867
	Iteration 31Q: 3 clusters Score -372333.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -372335.406250 Penalty: 2908.838867
	Iteration 32Q: 3 clusters Score -372335.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -372336.281250 Penalty: 2908.838867
	Iteration 33Q: 3 clusters Score -372336.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -372340.218750 Penalty: 2908.838867
	Iteration 34Q: 3 clusters Score -372340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -372343.312500 Penalty: 2908.838867
	Iteration 35Q: 3 clusters Score -372343.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -372344.968750 Penalty: 2908.838867
	Iteration 36Q: 3 clusters Score -372345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -372346.468750 Penalty: 2908.838867
	Iteration 37Q: 3 clusters Score -372346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -372345.937500 Penalty: 2908.838867
	Iteration 38Q: 3 clusters Score -372345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -372346.250000 Penalty: 2908.838867
	Iteration 39Q: 3 clusters Score -372346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -372346.250000 Penalty: 2908.838867
	Iteration 40F: 3 clusters Score -372346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Entering Unmasked Estep 
Score: -662656.375000 Penalty: 1544.820190
	Iteration 0F: 2 clusters Score -662656.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -653297.250000 Penalty: 3089.640381
	Iteration 0F: 3 clusters Score -653297.2 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -656488.000000 Penalty: 3089.640381
	Iteration 1F: 3 clusters Score -656488 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -656868.562500 Penalty: 3089.640381
	Iteration 2F: 3 clusters Score -656868.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -657281.812500 Penalty: 3089.640381
	Iteration 3F: 3 clusters Score -657281.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -657769.625000 Penalty: 3089.640381
	Iteration 4F: 3 clusters Score -657769.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -658369.750000 Penalty: 3089.640381
	Iteration 5F: 3 clusters Score -658369.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -659100.687500 Penalty: 3089.640381
	Iteration 6F: 3 clusters Score -659100.7 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -660009.375000 Penalty: 3089.640381
	Iteration 7F: 3 clusters Score -660009.4 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -660781.625000 Penalty: 3089.640381
	Iteration 8F: 3 clusters Score -660781.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -661171.812500 Penalty: 3089.640381
	Iteration 9Q: 3 clusters Score -661171.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -661355.187500 Penalty: 3089.640381
	Iteration 10Q: 3 clusters Score -661355.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -661443.187500 Penalty: 3089.640381
	Iteration 11Q: 3 clusters Score -661443.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -661495.062500 Penalty: 3089.640381
	Iteration 12Q: 3 clusters Score -661495.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -661533.437500 Penalty: 3089.640381
	Iteration 13Q: 3 clusters Score -661533.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -661562.000000 Penalty: 3089.640381
	Iteration 14Q: 3 clusters Score -661562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -661578.437500 Penalty: 3089.640381
	Iteration 15Q: 3 clusters Score -661578.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -661589.687500 Penalty: 3089.640381
	Iteration 16Q: 3 clusters Score -661589.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -661593.687500 Penalty: 3089.640381
	Iteration 17Q: 3 clusters Score -661593.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -661603.375000 Penalty: 3089.640381
	Iteration 18Q: 3 clusters Score -661603.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -661609.750000 Penalty: 3089.640381
	Iteration 19Q: 3 clusters Score -661609.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -661614.062500 Penalty: 3089.640381
	Iteration 20F: 3 clusters Score -661614.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -661618.500000 Penalty: 3089.640381
	Iteration 21Q: 3 clusters Score -661618.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -661622.750000 Penalty: 3089.640381
	Iteration 22Q: 3 clusters Score -661622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -661626.125000 Penalty: 3089.640381
	Iteration 23Q: 3 clusters Score -661626.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -661630.625000 Penalty: 3089.640381
	Iteration 24Q: 3 clusters Score -661630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -661632.812500 Penalty: 3089.640381
	Iteration 25Q: 3 clusters Score -661632.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -661637.062500 Penalty: 3089.640381
	Iteration 26Q: 3 clusters Score -661637.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -661641.125000 Penalty: 3089.640381
	Iteration 27Q: 3 clusters Score -661641.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -661644.312500 Penalty: 3089.640381
	Iteration 28Q: 3 clusters Score -661644.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -661645.375000 Penalty: 3089.640381
	Iteration 29Q: 3 clusters Score -661645.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -661651.125000 Penalty: 3089.640381
	Iteration 30Q: 3 clusters Score -661651.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -661656.375000 Penalty: 3089.640381
	Iteration 31Q: 3 clusters Score -661656.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -661660.937500 Penalty: 3089.640381
	Iteration 32Q: 3 clusters Score -661660.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -661665.562500 Penalty: 3089.640381
	Iteration 33Q: 3 clusters Score -661665.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -661666.062500 Penalty: 3089.640381
	Iteration 34Q: 3 clusters Score -661666.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -661668.312500 Penalty: 3089.640381
	Iteration 35Q: 3 clusters Score -661668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -661668.562500 Penalty: 3089.640381
	Iteration 36Q: 3 clusters Score -661668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -661668.937500 Penalty: 3089.640381
	Iteration 37Q: 3 clusters Score -661668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -661669.312500 Penalty: 3089.640381
	Iteration 38Q: 3 clusters Score -661669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -661669.875000 Penalty: 3089.640381
	Iteration 39Q: 3 clusters Score -661669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -661669.875000 Penalty: 3089.640381
	Iteration 40F: 3 clusters Score -661669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -155591.953125 Penalty: 1303.933716
	Iteration 0F: 2 clusters Score -155592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -152846.031250 Penalty: 2607.867432
	Iteration 0F: 3 clusters Score -152846 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -153462.515625 Penalty: 2607.867432
	Iteration 1F: 3 clusters Score -153462.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -153587.375000 Penalty: 2607.867432
	Iteration 2F: 3 clusters Score -153587.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -153671.078125 Penalty: 2607.867432
	Iteration 3Q: 3 clusters Score -153671.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -153726.046875 Penalty: 2607.867432
	Iteration 4Q: 3 clusters Score -153726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -153761.671875 Penalty: 2607.867432
	Iteration 5Q: 3 clusters Score -153761.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -153791.703125 Penalty: 2607.867432
	Iteration 6Q: 3 clusters Score -153791.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -153812.984375 Penalty: 2607.867432
	Iteration 7Q: 3 clusters Score -153813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -153822.906250 Penalty: 2607.867432
	Iteration 8Q: 3 clusters Score -153822.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -153829.593750 Penalty: 2607.867432
	Iteration 9Q: 3 clusters Score -153829.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -153834.890625 Penalty: 2607.867432
	Iteration 10Q: 3 clusters Score -153834.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -153842.406250 Penalty: 2607.867432
	Iteration 11Q: 3 clusters Score -153842.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -153850.500000 Penalty: 2607.867432
	Iteration 12Q: 3 clusters Score -153850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -153855.703125 Penalty: 2607.867432
	Iteration 13Q: 3 clusters Score -153855.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -153861.593750 Penalty: 2607.867432
	Iteration 14Q: 3 clusters Score -153861.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -153868.953125 Penalty: 2607.867432
	Iteration 15Q: 3 clusters Score -153869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -153877.375000 Penalty: 2607.867432
	Iteration 16Q: 3 clusters Score -153877.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -153882.312500 Penalty: 2607.867432
	Iteration 17Q: 3 clusters Score -153882.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -153888.671875 Penalty: 2607.867432
	Iteration 18Q: 3 clusters Score -153888.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -153898.390625 Penalty: 2607.867432
	Iteration 19Q: 3 clusters Score -153898.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -153907.343750 Penalty: 2607.867432
	Iteration 20F: 3 clusters Score -153907.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -153915.578125 Penalty: 2607.867432
	Iteration 21Q: 3 clusters Score -153915.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -153922.750000 Penalty: 2607.867432
	Iteration 22Q: 3 clusters Score -153922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -153930.484375 Penalty: 2607.867432
	Iteration 23Q: 3 clusters Score -153930.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -153935.296875 Penalty: 2607.867432
	Iteration 24Q: 3 clusters Score -153935.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -153942.140625 Penalty: 2607.867432
	Iteration 25Q: 3 clusters Score -153942.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -153952.328125 Penalty: 2607.867432
	Iteration 26Q: 3 clusters Score -153952.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -153959.421875 Penalty: 2607.867432
	Iteration 27Q: 3 clusters Score -153959.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153965.375000 Penalty: 2607.867432
	Iteration 28Q: 3 clusters Score -153965.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -153974.875000 Penalty: 2607.867432
	Iteration 29Q: 3 clusters Score -153974.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -153986.656250 Penalty: 2607.867432
	Iteration 30Q: 3 clusters Score -153986.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -154000.109375 Penalty: 2607.867432
	Iteration 31Q: 3 clusters Score -154000.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -154018.062500 Penalty: 2607.867432
	Iteration 32Q: 3 clusters Score -154018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -154028.640625 Penalty: 2607.867432
	Iteration 33Q: 3 clusters Score -154028.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154037.281250 Penalty: 2607.867432
	Iteration 34Q: 3 clusters Score -154037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -154045.500000 Penalty: 2607.867432
	Iteration 35Q: 3 clusters Score -154045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -154052.234375 Penalty: 2607.867432
	Iteration 36Q: 3 clusters Score -154052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -154059.078125 Penalty: 2607.867432
	Iteration 37Q: 3 clusters Score -154059.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -154070.359375 Penalty: 2607.867432
	Iteration 38Q: 3 clusters Score -154070.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -154087.312500 Penalty: 2607.867432
	Iteration 39Q: 3 clusters Score -154087.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -154110.984375 Penalty: 2607.867432
	Iteration 40F: 3 clusters Score -154111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154134.046875 Penalty: 2607.867432
	Iteration 41Q: 3 clusters Score -154134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -154156.140625 Penalty: 2607.867432
	Iteration 42Q: 3 clusters Score -154156.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -154177.406250 Penalty: 2607.867432
	Iteration 43Q: 3 clusters Score -154177.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -154207.046875 Penalty: 2607.867432
	Iteration 44Q: 3 clusters Score -154207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -154241.250000 Penalty: 2607.867432
	Iteration 45Q: 3 clusters Score -154241.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154266.156250 Penalty: 2607.867432
	Iteration 46Q: 3 clusters Score -154266.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154280.046875 Penalty: 2607.867432
	Iteration 47Q: 3 clusters Score -154280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -154289.968750 Penalty: 2607.867432
	Iteration 48Q: 3 clusters Score -154290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -154303.562500 Penalty: 2607.867432
	Iteration 49Q: 3 clusters Score -154303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -154317.390625 Penalty: 2607.867432
	Iteration 50Q: 3 clusters Score -154317.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -154328.625000 Penalty: 2607.867432
	Iteration 51Q: 3 clusters Score -154328.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -154336.562500 Penalty: 2607.867432
	Iteration 52Q: 3 clusters Score -154336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154341.062500 Penalty: 2607.867432
	Iteration 53Q: 3 clusters Score -154341.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -154347.265625 Penalty: 2607.867432
	Iteration 54Q: 3 clusters Score -154347.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -154356.421875 Penalty: 2607.867432
	Iteration 55Q: 3 clusters Score -154356.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -154370.609375 Penalty: 2607.867432
	Iteration 56Q: 3 clusters Score -154370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154379.328125 Penalty: 2607.867432
	Iteration 57Q: 3 clusters Score -154379.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154386.296875 Penalty: 2607.867432
	Iteration 58Q: 3 clusters Score -154386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154389.062500 Penalty: 2607.867432
	Iteration 59Q: 3 clusters Score -154389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -154392.859375 Penalty: 2607.867432
	Iteration 60F: 3 clusters Score -154392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154396.609375 Penalty: 2607.867432
	Iteration 61Q: 3 clusters Score -154396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -154401.921875 Penalty: 2607.867432
	Iteration 62Q: 3 clusters Score -154401.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -154410.421875 Penalty: 2607.867432
	Iteration 63Q: 3 clusters Score -154410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -154418.859375 Penalty: 2607.867432
	Iteration 64Q: 3 clusters Score -154418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -154426.375000 Penalty: 2607.867432
	Iteration 65Q: 3 clusters Score -154426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -154433.390625 Penalty: 2607.867432
	Iteration 66Q: 3 clusters Score -154433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -154436.046875 Penalty: 2607.867432
	Iteration 67Q: 3 clusters Score -154436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -154437.671875 Penalty: 2607.867432
	Iteration 68Q: 3 clusters Score -154437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -154440.125000 Penalty: 2607.867432
	Iteration 69Q: 3 clusters Score -154440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154446.828125 Penalty: 2607.867432
	Iteration 70Q: 3 clusters Score -154446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -154451.453125 Penalty: 2607.867432
	Iteration 71Q: 3 clusters Score -154451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -154454.781250 Penalty: 2607.867432
	Iteration 72Q: 3 clusters Score -154454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -154459.203125 Penalty: 2607.867432
	Iteration 73Q: 3 clusters Score -154459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -154459.140625 Penalty: 2607.867432
	Iteration 74Q: 3 clusters Score -154459.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -154459.671875 Penalty: 2607.867432
	Iteration 75Q: 3 clusters Score -154459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -154460.734375 Penalty: 2607.867432
	Iteration 76Q: 3 clusters Score -154460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -154461.437500 Penalty: 2607.867432
	Iteration 77Q: 3 clusters Score -154461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -154463.671875 Penalty: 2607.867432
	Iteration 78Q: 3 clusters Score -154463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -154463.640625 Penalty: 2607.867432
	Iteration 79Q: 3 clusters Score -154463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -154464.968750 Penalty: 2607.867432
	Iteration 80F: 3 clusters Score -154465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15873 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 6 contains 8032 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 619654 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 24964 members 
Mstep: Class 20 contains 47633 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 13448 members 
Mstep: Class 23 contains 3054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533152.000000 Penalty: 41993.605469
Iteration 119Q: 20 clusters Score -3.753315e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 8034 members 
Mstep: Class 7 contains 8022 members 
Mstep: Class 8 contains 9482 members 
Mstep: Class 9 contains 7699 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 619777 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 17 contains 3477 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 20 contains 47640 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 13448 members 
Mstep: Class 23 contains 3052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533184.000000 Penalty: 41993.605469
Iteration 120F: 20 clusters Score -3.753318e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15890 members 
Mstep: Class 3 contains 6422 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 8037 members 
Mstep: Class 7 contains 8022 members 
Mstep: Class 8 contains 9383 members 
Mstep: Class 9 contains 7675 members 
Mstep: Class 10 contains 8661 members 
Mstep: Class 11 contains 12198 members 
Mstep: Class 12 contains 619891 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 24976 members 
Mstep: Class 20 contains 47644 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 13452 members 
Mstep: Class 23 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533216.000000 Penalty: 41993.605469
Iteration 121Q: 20 clusters Score -3.753322e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15895 members 
Mstep: Class 3 contains 6421 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 8045 members 
Mstep: Class 7 contains 8026 members 
Mstep: Class 8 contains 9295 members 
Mstep: Class 9 contains 7650 members 
Mstep: Class 10 contains 8672 members 
Mstep: Class 11 contains 12189 members 
Mstep: Class 12 contains 619975 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 17 contains 3471 members 
Mstep: Class 18 contains 24986 members 
Mstep: Class 20 contains 47643 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 23 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533172.000000 Penalty: 41993.605469
Iteration 122Q: 20 clusters Score -3.753317e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15891 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 8052 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 9219 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 12182 members 
Mstep: Class 12 contains 620052 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 25001 members 
Mstep: Class 20 contains 47643 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 13459 members 
Mstep: Class 23 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533156.000000 Penalty: 41993.605469
Iteration 123Q: 20 clusters Score -3.753316e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15890 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 8066 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 12180 members 
Mstep: Class 12 contains 620117 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 25026 members 
Mstep: Class 20 contains 47639 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 13462 members 
Mstep: Class 23 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533140.000000 Penalty: 41993.605469
Iteration 124Q: 20 clusters Score -3.753314e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15891 members 
Mstep: Class 3 contains 6415 members 
Mstep: Class 4 contains 1997 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 8080 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 9059 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 8702 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 620154 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 25048 members 
Mstep: Class 20 contains 47640 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533232.000000 Penalty: 41993.605469
Iteration 125Q: 20 clusters Score -3.753323e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15897 members 
Mstep: Class 3 contains 6414 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 8030 members 
Mstep: Class 8 contains 8987 members 
Mstep: Class 9 contains 7568 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 12180 members 
Mstep: Class 12 contains 620218 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 17 contains 3449 members 
Mstep: Class 18 contains 25063 members 
Mstep: Class 20 contains 47644 members 
Mstep: Class 21 contains 7708 members 
Mstep: Class 22 contains 13465 members 
Mstep: Class 23 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533184.000000 Penalty: 41993.605469
Iteration 126Q: 20 clusters Score -3.753318e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15905 members 
Mstep: Class 3 contains 6414 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 8928 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 12176 members 
Mstep: Class 12 contains 620258 members 
Mstep: Class 15 contains 3951 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 25087 members 
Mstep: Class 20 contains 47649 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 22 contains 13464 members 
Mstep: Class 23 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533228.000000 Penalty: 41993.605469
Iteration 127Q: 20 clusters Score -3.753323e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15910 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 8857 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 8717 members 
Mstep: Class 11 contains 12171 members 
Mstep: Class 12 contains 620308 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 25103 members 
Mstep: Class 20 contains 47654 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 22 contains 13465 members 
Mstep: Class 23 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533252.000000 Penalty: 41993.605469
Iteration 128Q: 20 clusters Score -3.753325e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15910 members 
Mstep: Class 3 contains 6424 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8136 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 8794 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 8721 members 
Mstep: Class 11 contains 12170 members 
Mstep: Class 12 contains 620353 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 25113 members 
Mstep: Class 20 contains 47657 members 
Mstep: Class 21 contains 7708 members 
Mstep: Class 22 contains 13465 members 
Mstep: Class 23 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533224.000000 Penalty: 41993.605469
Iteration 129Q: 20 clusters Score -3.753322e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15911 members 
Mstep: Class 3 contains 6434 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8151 members 
Mstep: Class 7 contains 8024 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 7527 members 
Mstep: Class 10 contains 8728 members 
Mstep: Class 11 contains 12168 members 
Mstep: Class 12 contains 620403 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 25126 members 
Mstep: Class 20 contains 47663 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 13464 members 
Mstep: Class 23 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533248.000000 Penalty: 41993.605469
Iteration 130Q: 20 clusters Score -3.753325e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15913 members 
Mstep: Class 3 contains 6441 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 8665 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 8734 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 620446 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 25138 members 
Mstep: Class 20 contains 47667 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533248.000000 Penalty: 41993.605469
Iteration 131Q: 20 clusters Score -3.753325e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15915 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8173 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 8602 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 8738 members 
Mstep: Class 11 contains 12164 members 
Mstep: Class 12 contains 620501 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 25152 members 
Mstep: Class 20 contains 47665 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 13461 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -3.753329e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15918 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8183 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 8742 members 
Mstep: Class 11 contains 12161 members 
Mstep: Class 12 contains 620556 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 25175 members 
Mstep: Class 20 contains 47668 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 13461 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -3.753328e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15914 members 
Mstep: Class 3 contains 6446 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 8022 members 
Mstep: Class 8 contains 8460 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 8742 members 
Mstep: Class 11 contains 12158 members 
Mstep: Class 12 contains 620613 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 20 contains 47669 members 
Mstep: Class 21 contains 7708 members 
Mstep: Class 22 contains 13462 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -3.753331e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15909 members 
Mstep: Class 3 contains 6444 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8205 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 8363 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 12152 members 
Mstep: Class 12 contains 620681 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 25231 members 
Mstep: Class 20 contains 47674 members 
Mstep: Class 21 contains 7708 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -3.753331e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15910 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8210 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 8271 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 12148 members 
Mstep: Class 12 contains 620761 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 25253 members 
Mstep: Class 20 contains 47680 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -3.753334e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15910 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 8192 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 12135 members 
Mstep: Class 12 contains 620821 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 17 contains 3338 members 
Mstep: Class 18 contains 25280 members 
Mstep: Class 20 contains 47688 members 
Mstep: Class 21 contains 7703 members 
Mstep: Class 22 contains 13464 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -3.753332e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15913 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 8227 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 7474 members 
Mstep: Class 10 contains 8754 members 
Mstep: Class 11 contains 12122 members 
Mstep: Class 12 contains 620895 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 17 contains 3333 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 20 contains 47690 members 
Mstep: Class 21 contains 7700 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 3035 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -3.753326e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15914 members 
Mstep: Class 3 contains 6449 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 8228 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 8034 members 
Mstep: Class 9 contains 7469 members 
Mstep: Class 10 contains 8759 members 
Mstep: Class 11 contains 12106 members 
Mstep: Class 12 contains 620975 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 25318 members 
Mstep: Class 20 contains 47694 members 
Mstep: Class 21 contains 7696 members 
Mstep: Class 22 contains 13465 members 
Mstep: Class 23 contains 3034 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -3.753325e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15920 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 2042 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 7464 members 
Mstep: Class 10 contains 8763 members 
Mstep: Class 11 contains 12095 members 
Mstep: Class 12 contains 621010 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 17 contains 3328 members 
Mstep: Class 18 contains 25335 members 
Mstep: Class 20 contains 47707 members 
Mstep: Class 21 contains 7694 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 3032 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -3.75333e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15924 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 8233 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 7951 members 
Mstep: Class 9 contains 7461 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 12087 members 
Mstep: Class 12 contains 621013 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 17 contains 3328 members 
Mstep: Class 18 contains 25348 members 
Mstep: Class 20 contains 47723 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 13468 members 
Mstep: Class 23 contains 3031 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -3.753337e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15926 members 
Mstep: Class 3 contains 6449 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 8236 members 
Mstep: Class 7 contains 7997 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 7456 members 
Mstep: Class 10 contains 8767 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 621036 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 20 contains 47734 members 
Mstep: Class 21 contains 7689 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 3031 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -3.75334e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15926 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 8244 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7891 members 
Mstep: Class 9 contains 7450 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 12058 members 
Mstep: Class 12 contains 621056 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 25379 members 
Mstep: Class 20 contains 47740 members 
Mstep: Class 21 contains 7689 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 3031 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -3.753332e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15927 members 
Mstep: Class 3 contains 6449 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 8250 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 7869 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 12047 members 
Mstep: Class 12 contains 621076 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3317 members 
Mstep: Class 18 contains 25391 members 
Mstep: Class 20 contains 47749 members 
Mstep: Class 21 contains 7690 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 20 clusters Score -3.753333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15930 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 8249 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 7850 members 
Mstep: Class 9 contains 7431 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 12 contains 621095 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3314 members 
Mstep: Class 18 contains 25401 members 
Mstep: Class 20 contains 47753 members 
Mstep: Class 21 contains 7689 members 
Mstep: Class 22 contains 13468 members 
Mstep: Class 23 contains 3030 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -3.753333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6443 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 12042 members 
Mstep: Class 12 contains 621109 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3316 members 
Mstep: Class 18 contains 25416 members 
Mstep: Class 20 contains 47758 members 
Mstep: Class 21 contains 7685 members 
Mstep: Class 22 contains 13468 members 
Mstep: Class 23 contains 3030 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -3.753337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15936 members 
Mstep: Class 3 contains 6445 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 8254 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7818 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 11 contains 12041 members 
Mstep: Class 12 contains 621115 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3314 members 
Mstep: Class 18 contains 25424 members 
Mstep: Class 20 contains 47762 members 
Mstep: Class 21 contains 7683 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 3029 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -3.753341e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15937 members 
Mstep: Class 3 contains 6446 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 7406 members 
Mstep: Class 10 contains 8777 members 
Mstep: Class 11 contains 12039 members 
Mstep: Class 12 contains 621118 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3315 members 
Mstep: Class 18 contains 25440 members 
Mstep: Class 20 contains 47764 members 
Mstep: Class 21 contains 7683 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 3028 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -3.753339e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15937 members 
Mstep: Class 3 contains 6442 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 9 contains 7397 members 
Mstep: Class 10 contains 8779 members 
Mstep: Class 11 contains 12038 members 
Mstep: Class 12 contains 621114 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3315 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 20 contains 47769 members 
Mstep: Class 21 contains 7682 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533416.000000 Penalty: 41993.605469
Iteration 149Q: 20 clusters Score -3.753342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15936 members 
Mstep: Class 3 contains 6439 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 8264 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 7782 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 12035 members 
Mstep: Class 12 contains 621114 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3314 members 
Mstep: Class 18 contains 25468 members 
Mstep: Class 20 contains 47770 members 
Mstep: Class 21 contains 7684 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 20 clusters Score -3.753342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15932 members 
Mstep: Class 3 contains 6437 members 
Mstep: Class 4 contains 2051 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 7778 members 
Mstep: Class 9 contains 7386 members 
Mstep: Class 10 contains 8784 members 
Mstep: Class 11 contains 12031 members 
Mstep: Class 12 contains 621108 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3313 members 
Mstep: Class 18 contains 25481 members 
Mstep: Class 20 contains 47772 members 
Mstep: Class 21 contains 7683 members 
Mstep: Class 22 contains 13470 members 
Mstep: Class 23 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 20 clusters Score -3.753341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15931 members 
Mstep: Class 3 contains 6436 members 
Mstep: Class 4 contains 2053 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 7383 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 11 contains 12029 members 
Mstep: Class 12 contains 621094 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 25496 members 
Mstep: Class 20 contains 47773 members 
Mstep: Class 21 contains 7680 members 
Mstep: Class 22 contains 13470 members 
Mstep: Class 23 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 20 clusters Score -3.753344e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15930 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 2055 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 10 contains 8788 members 
Mstep: Class 11 contains 12025 members 
Mstep: Class 12 contains 621074 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 25512 members 
Mstep: Class 20 contains 47780 members 
Mstep: Class 21 contains 7678 members 
Mstep: Class 22 contains 13470 members 
Mstep: Class 23 contains 3027 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -3.753342e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15928 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 7376 members 
Mstep: Class 10 contains 8792 members 
Mstep: Class 11 contains 12022 members 
Mstep: Class 12 contains 621056 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 25525 members 
Mstep: Class 20 contains 47790 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 13471 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -3.753346e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15929 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 7374 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 12019 members 
Mstep: Class 12 contains 621041 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 25533 members 
Mstep: Class 20 contains 47798 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
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Iteration 155Q: 20 clusters Score -3.753347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15932 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7778 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 12 contains 621023 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 25543 members 
Mstep: Class 20 contains 47805 members 
Mstep: Class 21 contains 7675 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
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Iteration 156Q: 20 clusters Score -3.753344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7775 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 8796 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 12 contains 621008 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 25550 members 
Mstep: Class 20 contains 47815 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
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Iteration 157Q: 20 clusters Score -3.753347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 621003 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25552 members 
Mstep: Class 20 contains 47819 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
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Iteration 158Q: 20 clusters Score -3.753345e+07 nChanged 27
Entering ConstructFrom: 
Score: -37533448.000000 Penalty: 41993.605469
Entering ConstructFrom: 
Trying to split cluster 1 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -100713.921875 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -100713.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -98545.632812 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -98545.63 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -99045.703125 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -99045.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -99137.570312 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -99137.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -99187.992188 Penalty: 2484.287598
	Iteration 3Q: 3 clusters Score -99187.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -99219.171875 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -99219.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -99239.515625 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -99239.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -99255.343750 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -99255.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -99268.914062 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -99268.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -99276.921875 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -99276.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -99283.398438 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -99283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -99290.187500 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -99290.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -99297.796875 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -99297.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -99308.609375 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -99308.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -99319.359375 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -99319.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -99327.601562 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -99327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -99330.406250 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -99330.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -99335.171875 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -99335.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -99337.398438 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -99337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -99339.312500 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -99339.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -99341.835938 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -99341.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -99344.046875 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -99344.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -99345.328125 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -99345.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -99346.234375 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -99346.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -99347.164062 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -99347.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -99347.164062 Penalty: 2484.287598
	Iteration 24F: 3 clusters Score -99347.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -737356.500000 Penalty: 1572.374023
	Iteration 0F: 2 clusters Score -737356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -726431.437500 Penalty: 3144.748047
	Iteration 0F: 3 clusters Score -726431.4 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -730159.812500 Penalty: 3144.748047
	Iteration 1F: 3 clusters Score -730159.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -730431.437500 Penalty: 3144.748047
	Iteration 2Q: 3 clusters Score -730431.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -730685.937500 Penalty: 3144.748047
	Iteration 3Q: 3 clusters Score -730685.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -730931.062500 Penalty: 3144.748047
	Iteration 4Q: 3 clusters Score -730931.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -731230.875000 Penalty: 3144.748047
	Iteration 5Q: 3 clusters Score -731230.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -731605.750000 Penalty: 3144.748047
	Iteration 6Q: 3 clusters Score -731605.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -732098.625000 Penalty: 3144.748047
	Iteration 7Q: 3 clusters Score -732098.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -732720.437500 Penalty: 3144.748047
	Iteration 8F: 3 clusters Score -732720.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -733386.062500 Penalty: 3144.748047
	Iteration 9F: 3 clusters Score -733386.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -734002.312500 Penalty: 3144.748047
	Iteration 10F: 3 clusters Score -734002.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -734599.125000 Penalty: 3144.748047
	Iteration 11Q: 3 clusters Score -734599.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -735138.875000 Penalty: 3144.748047
	Iteration 12Q: 3 clusters Score -735138.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -735542.437500 Penalty: 3144.748047
	Iteration 13Q: 3 clusters Score -735542.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -735740.812500 Penalty: 3144.748047
	Iteration 14Q: 3 clusters Score -735740.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -735856.562500 Penalty: 3144.748047
	Iteration 15Q: 3 clusters Score -735856.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -735909.125000 Penalty: 3144.748047
	Iteration 16Q: 3 clusters Score -735909.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -735943.062500 Penalty: 3144.748047
	Iteration 17Q: 3 clusters Score -735943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -735957.375000 Penalty: 3144.748047
	Iteration 18Q: 3 clusters Score -735957.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -735970.062500 Penalty: 3144.748047
	Iteration 19Q: 3 clusters Score -735970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -735981.562500 Penalty: 3144.748047
	Iteration 20F: 3 clusters Score -735981.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -735993.375000 Penalty: 3144.748047
	Iteration 21Q: 3 clusters Score -735993.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -736003.750000 Penalty: 3144.748047
	Iteration 22Q: 3 clusters Score -736003.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -736011.750000 Penalty: 3144.748047
	Iteration 23Q: 3 clusters Score -736011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -736015.187500 Penalty: 3144.748047
	Iteration 24Q: 3 clusters Score -736015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -736018.687500 Penalty: 3144.748047
	Iteration 25Q: 3 clusters Score -736018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -736018.687500 Penalty: 3144.748047
	Iteration 26F: 3 clusters Score -736018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -317808.531250 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -317808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -312927.187500 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -312927.2 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -314370.000000 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -314370 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -314625.343750 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -314625.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -314832.218750 Penalty: 2850.039307
	Iteration 3F: 3 clusters Score -314832.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -315017.500000 Penalty: 2850.039307
	Iteration 4Q: 3 clusters Score -315017.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -315203.000000 Penalty: 2850.039307
	Iteration 5Q: 3 clusters Score -315203 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -315432.437500 Penalty: 2850.039307
	Iteration 6F: 3 clusters Score -315432.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -315693.125000 Penalty: 2850.039307
	Iteration 7F: 3 clusters Score -315693.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -315944.437500 Penalty: 2850.039307
	Iteration 8Q: 3 clusters Score -315944.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -316136.125000 Penalty: 2850.039307
	Iteration 9Q: 3 clusters Score -316136.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -316262.656250 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -316262.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -316339.718750 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -316339.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -316395.062500 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -316395.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316432.781250 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -316432.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -316469.437500 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -316469.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -316492.593750 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -316492.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -316507.875000 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -316507.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -316516.968750 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -316517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -316524.343750 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -316524.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -316533.656250 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -316533.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -316542.375000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -316542.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -316555.343750 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -316555.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -316566.906250 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -316566.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -316575.812500 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -316575.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -316580.500000 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -316580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -316584.093750 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -316584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -316586.781250 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -316586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -316589.187500 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -316589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -316591.656250 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -316591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -316592.187500 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -316592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -316595.593750 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -316595.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -316599.375000 Penalty: 2850.039307
	Iteration 31Q: 3 clusters Score -316599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -316602.250000 Penalty: 2850.039307
	Iteration 32Q: 3 clusters Score -316602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -316603.437500 Penalty: 2850.039307
	Iteration 33Q: 3 clusters Score -316603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -316604.718750 Penalty: 2850.039307
	Iteration 34Q: 3 clusters Score -316604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -316605.906250 Penalty: 2850.039307
	Iteration 35Q: 3 clusters Score -316605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -316606.937500 Penalty: 2850.039307
	Iteration 36Q: 3 clusters Score -316606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -316609.156250 Penalty: 2850.039307
	Iteration 37Q: 3 clusters Score -316609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -316610.593750 Penalty: 2850.039307
	Iteration 38Q: 3 clusters Score -316610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -316612.781250 Penalty: 2850.039307
	Iteration 39Q: 3 clusters Score -316612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -316613.656250 Penalty: 2850.039307
	Iteration 40F: 3 clusters Score -316613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -316614.625000 Penalty: 2850.039307
	Iteration 41Q: 3 clusters Score -316614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -316614.468750 Penalty: 2850.039307
	Iteration 42Q: 3 clusters Score -316614.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -316614.468750 Penalty: 2850.039307
	Iteration 43F: 3 clusters Score -316614.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -89435.812500 Penalty: 1240.028809
	Iteration 0F: 2 clusters Score -89435.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -87338.820312 Penalty: 2480.057617
	Iteration 0F: 3 clusters Score -87338.82 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -87967.960938 Penalty: 2480.057617
	Iteration 1F: 3 clusters Score -87967.96 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -88226.984375 Penalty: 2480.057617
	Iteration 2F: 3 clusters Score -88226.98 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -88385.109375 Penalty: 2480.057617
	Iteration 3F: 3 clusters Score -88385.11 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -88498.484375 Penalty: 2480.057617
	Iteration 4F: 3 clusters Score -88498.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88583.718750 Penalty: 2480.057617
	Iteration 5Q: 3 clusters Score -88583.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88642.843750 Penalty: 2480.057617
	Iteration 6Q: 3 clusters Score -88642.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88675.679688 Penalty: 2480.057617
	Iteration 7Q: 3 clusters Score -88675.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88697.156250 Penalty: 2480.057617
	Iteration 8Q: 3 clusters Score -88697.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88712.695312 Penalty: 2480.057617
	Iteration 9Q: 3 clusters Score -88712.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88726.437500 Penalty: 2480.057617
	Iteration 10Q: 3 clusters Score -88726.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88737.890625 Penalty: 2480.057617
	Iteration 11Q: 3 clusters Score -88737.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88749.117188 Penalty: 2480.057617
	Iteration 12Q: 3 clusters Score -88749.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88755.476562 Penalty: 2480.057617
	Iteration 13Q: 3 clusters Score -88755.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88760.054688 Penalty: 2480.057617
	Iteration 14Q: 3 clusters Score -88760.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88764.265625 Penalty: 2480.057617
	Iteration 15Q: 3 clusters Score -88764.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88767.765625 Penalty: 2480.057617
	Iteration 16Q: 3 clusters Score -88767.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88770.851562 Penalty: 2480.057617
	Iteration 17Q: 3 clusters Score -88770.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88773.273438 Penalty: 2480.057617
	Iteration 18Q: 3 clusters Score -88773.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88775.718750 Penalty: 2480.057617
	Iteration 19Q: 3 clusters Score -88775.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88780.656250 Penalty: 2480.057617
	Iteration 20F: 3 clusters Score -88780.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88781.453125 Penalty: 2480.057617
	Iteration 21Q: 3 clusters Score -88781.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88781.453125 Penalty: 2480.057617
	Iteration 22F: 3 clusters Score -88781.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -127366.093750 Penalty: 1275.831665
	Iteration 0F: 2 clusters Score -127366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -124893.804688 Penalty: 2551.663330
	Iteration 0F: 3 clusters Score -124893.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -125453.796875 Penalty: 2551.663330
	Iteration 1F: 3 clusters Score -125453.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -125617.109375 Penalty: 2551.663330
	Iteration 2F: 3 clusters Score -125617.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -125704.921875 Penalty: 2551.663330
	Iteration 3F: 3 clusters Score -125704.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -125762.453125 Penalty: 2551.663330
	Iteration 4Q: 3 clusters Score -125762.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -125798.648438 Penalty: 2551.663330
	Iteration 5Q: 3 clusters Score -125798.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -125821.539062 Penalty: 2551.663330
	Iteration 6Q: 3 clusters Score -125821.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -125838.257812 Penalty: 2551.663330
	Iteration 7Q: 3 clusters Score -125838.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -125857.781250 Penalty: 2551.663330
	Iteration 8Q: 3 clusters Score -125857.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -125875.859375 Penalty: 2551.663330
	Iteration 9Q: 3 clusters Score -125875.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -125895.039062 Penalty: 2551.663330
	Iteration 10Q: 3 clusters Score -125895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -125916.937500 Penalty: 2551.663330
	Iteration 11Q: 3 clusters Score -125916.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -125947.203125 Penalty: 2551.663330
	Iteration 12Q: 3 clusters Score -125947.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -125969.140625 Penalty: 2551.663330
	Iteration 13Q: 3 clusters Score -125969.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -125988.445312 Penalty: 2551.663330
	Iteration 14Q: 3 clusters Score -125988.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -126007.062500 Penalty: 2551.663330
	Iteration 15Q: 3 clusters Score -126007.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -126025.109375 Penalty: 2551.663330
	Iteration 16Q: 3 clusters Score -126025.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -126048.875000 Penalty: 2551.663330
	Iteration 17Q: 3 clusters Score -126048.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -126078.640625 Penalty: 2551.663330
	Iteration 18Q: 3 clusters Score -126078.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -126112.179688 Penalty: 2551.663330
	Iteration 19Q: 3 clusters Score -126112.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -126145.921875 Penalty: 2551.663330
	Iteration 20F: 3 clusters Score -126145.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -126167.445312 Penalty: 2551.663330
	Iteration 21Q: 3 clusters Score -126167.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -126185.007812 Penalty: 2551.663330
	Iteration 22Q: 3 clusters Score -126185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -126202.671875 Penalty: 2551.663330
	Iteration 23Q: 3 clusters Score -126202.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -126213.226562 Penalty: 2551.663330
	Iteration 24Q: 3 clusters Score -126213.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -126225.429688 Penalty: 2551.663330
	Iteration 25Q: 3 clusters Score -126225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -126233.187500 Penalty: 2551.663330
	Iteration 26Q: 3 clusters Score -126233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -126238.132812 Penalty: 2551.663330
	Iteration 27Q: 3 clusters Score -126238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -126242.992188 Penalty: 2551.663330
	Iteration 28Q: 3 clusters Score -126243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -126247.210938 Penalty: 2551.663330
	Iteration 29Q: 3 clusters Score -126247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -126249.257812 Penalty: 2551.663330
	Iteration 30Q: 3 clusters Score -126249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -126252.937500 Penalty: 2551.663330
	Iteration 31Q: 3 clusters Score -126252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -126256.015625 Penalty: 2551.663330
	Iteration 32Q: 3 clusters Score -126256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -126259.312500 Penalty: 2551.663330
	Iteration 33Q: 3 clusters Score -126259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -126261.070312 Penalty: 2551.663330
	Iteration 34Q: 3 clusters Score -126261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -126261.867188 Penalty: 2551.663330
	Iteration 35Q: 3 clusters Score -126261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -126261.867188 Penalty: 2551.663330
	Iteration 36F: 3 clusters Score -126261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Entering Unmasked Estep 
Score: -433428.343750 Penalty: 1465.813354
	Iteration 0F: 2 clusters Score -433428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -427386.500000 Penalty: 2931.626709
	Iteration 0F: 3 clusters Score -427386.5 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -429219.187500 Penalty: 2931.626709
	Iteration 1F: 3 clusters Score -429219.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -429444.000000 Penalty: 2931.626709
	Iteration 2F: 3 clusters Score -429444 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -429603.250000 Penalty: 2931.626709
	Iteration 3Q: 3 clusters Score -429603.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -429724.500000 Penalty: 2931.626709
	Iteration 4Q: 3 clusters Score -429724.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -429822.562500 Penalty: 2931.626709
	Iteration 5Q: 3 clusters Score -429822.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -429904.156250 Penalty: 2931.626709
	Iteration 6Q: 3 clusters Score -429904.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -429996.781250 Penalty: 2931.626709
	Iteration 7Q: 3 clusters Score -429996.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -430107.375000 Penalty: 2931.626709
	Iteration 8Q: 3 clusters Score -430107.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -430229.906250 Penalty: 2931.626709
	Iteration 9Q: 3 clusters Score -430229.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -430373.218750 Penalty: 2931.626709
	Iteration 10Q: 3 clusters Score -430373.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -430580.593750 Penalty: 2931.626709
	Iteration 11Q: 3 clusters Score -430580.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -430855.375000 Penalty: 2931.626709
	Iteration 12Q: 3 clusters Score -430855.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -431181.468750 Penalty: 2931.626709
	Iteration 13Q: 3 clusters Score -431181.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -431495.531250 Penalty: 2931.626709
	Iteration 14Q: 3 clusters Score -431495.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -431746.218750 Penalty: 2931.626709
	Iteration 15Q: 3 clusters Score -431746.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -431881.875000 Penalty: 2931.626709
	Iteration 16Q: 3 clusters Score -431881.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -431933.906250 Penalty: 2931.626709
	Iteration 17Q: 3 clusters Score -431933.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -431963.843750 Penalty: 2931.626709
	Iteration 18Q: 3 clusters Score -431963.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -431993.531250 Penalty: 2931.626709
	Iteration 19Q: 3 clusters Score -431993.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -432018.125000 Penalty: 2931.626709
	Iteration 20F: 3 clusters Score -432018.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -432036.812500 Penalty: 2931.626709
	Iteration 21Q: 3 clusters Score -432036.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -432048.687500 Penalty: 2931.626709
	Iteration 22Q: 3 clusters Score -432048.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -432056.093750 Penalty: 2931.626709
	Iteration 23Q: 3 clusters Score -432056.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -432064.937500 Penalty: 2931.626709
	Iteration 24Q: 3 clusters Score -432064.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -432071.812500 Penalty: 2931.626709
	Iteration 25Q: 3 clusters Score -432071.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -432077.718750 Penalty: 2931.626709
	Iteration 26Q: 3 clusters Score -432077.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -432082.968750 Penalty: 2931.626709
	Iteration 27Q: 3 clusters Score -432083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -432091.031250 Penalty: 2931.626709
	Iteration 28Q: 3 clusters Score -432091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -432098.468750 Penalty: 2931.626709
	Iteration 29Q: 3 clusters Score -432098.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -432106.625000 Penalty: 2931.626709
	Iteration 30Q: 3 clusters Score -432106.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -432111.750000 Penalty: 2931.626709
	Iteration 31Q: 3 clusters Score -432111.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -432118.312500 Penalty: 2931.626709
	Iteration 32Q: 3 clusters Score -432118.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -432122.937500 Penalty: 2931.626709
	Iteration 33Q: 3 clusters Score -432122.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -432131.375000 Penalty: 2931.626709
	Iteration 34Q: 3 clusters Score -432131.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -432135.968750 Penalty: 2931.626709
	Iteration 35Q: 3 clusters Score -432136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -432139.375000 Penalty: 2931.626709
	Iteration 36Q: 3 clusters Score -432139.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -432141.000000 Penalty: 2931.626709
	Iteration 37Q: 3 clusters Score -432141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -432141.812500 Penalty: 2931.626709
	Iteration 38Q: 3 clusters Score -432141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -432142.937500 Penalty: 2931.626709
	Iteration 39Q: 3 clusters Score -432142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -432144.812500 Penalty: 2931.626709
	Iteration 40F: 3 clusters Score -432144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -432144.218750 Penalty: 2931.626709
	Iteration 41Q: 3 clusters Score -432144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -432144.343750 Penalty: 2931.626709
	Iteration 42Q: 3 clusters Score -432144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -432144.812500 Penalty: 2931.626709
	Iteration 43Q: 3 clusters Score -432144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -432145.031250 Penalty: 2931.626709
	Iteration 44Q: 3 clusters Score -432145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -432145.906250 Penalty: 2931.626709
	Iteration 45Q: 3 clusters Score -432145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -432145.906250 Penalty: 2931.626709
	Iteration 46F: 3 clusters Score -432145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Entering Unmasked Estep 
Score: -390956.875000 Penalty: 1460.317871
	Iteration 0F: 2 clusters Score -390956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -385073.500000 Penalty: 2920.635742
	Iteration 0F: 3 clusters Score -385073.5 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -386820.562500 Penalty: 2920.635742
	Iteration 1F: 3 clusters Score -386820.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -387025.468750 Penalty: 2920.635742
	Iteration 2F: 3 clusters Score -387025.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -387200.562500 Penalty: 2920.635742
	Iteration 3Q: 3 clusters Score -387200.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -387367.218750 Penalty: 2920.635742
	Iteration 4Q: 3 clusters Score -387367.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -387557.750000 Penalty: 2920.635742
	Iteration 5Q: 3 clusters Score -387557.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -387782.406250 Penalty: 2920.635742
	Iteration 6Q: 3 clusters Score -387782.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -388057.156250 Penalty: 2920.635742
	Iteration 7F: 3 clusters Score -388057.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -388425.500000 Penalty: 2920.635742
	Iteration 8F: 3 clusters Score -388425.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -388837.468750 Penalty: 2920.635742
	Iteration 9F: 3 clusters Score -388837.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -389173.437500 Penalty: 2920.635742
	Iteration 10F: 3 clusters Score -389173.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -389350.312500 Penalty: 2920.635742
	Iteration 11Q: 3 clusters Score -389350.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -389486.625000 Penalty: 2920.635742
	Iteration 12Q: 3 clusters Score -389486.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -389590.406250 Penalty: 2920.635742
	Iteration 13Q: 3 clusters Score -389590.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -389666.812500 Penalty: 2920.635742
	Iteration 14Q: 3 clusters Score -389666.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -389730.968750 Penalty: 2920.635742
	Iteration 15Q: 3 clusters Score -389731 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -389773.937500 Penalty: 2920.635742
	Iteration 16Q: 3 clusters Score -389773.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -389801.562500 Penalty: 2920.635742
	Iteration 17Q: 3 clusters Score -389801.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -389822.406250 Penalty: 2920.635742
	Iteration 18Q: 3 clusters Score -389822.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -389843.000000 Penalty: 2920.635742
	Iteration 19Q: 3 clusters Score -389843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -389858.750000 Penalty: 2920.635742
	Iteration 20F: 3 clusters Score -389858.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -389873.156250 Penalty: 2920.635742
	Iteration 21Q: 3 clusters Score -389873.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -389885.718750 Penalty: 2920.635742
	Iteration 22Q: 3 clusters Score -389885.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -389903.843750 Penalty: 2920.635742
	Iteration 23Q: 3 clusters Score -389903.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -389917.593750 Penalty: 2920.635742
	Iteration 24Q: 3 clusters Score -389917.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -389928.562500 Penalty: 2920.635742
	Iteration 25Q: 3 clusters Score -389928.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -389939.531250 Penalty: 2920.635742
	Iteration 26Q: 3 clusters Score -389939.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -389946.750000 Penalty: 2920.635742
	Iteration 27Q: 3 clusters Score -389946.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -389950.406250 Penalty: 2920.635742
	Iteration 28Q: 3 clusters Score -389950.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -389953.343750 Penalty: 2920.635742
	Iteration 29Q: 3 clusters Score -389953.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -389957.937500 Penalty: 2920.635742
	Iteration 30Q: 3 clusters Score -389957.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -389962.281250 Penalty: 2920.635742
	Iteration 31Q: 3 clusters Score -389962.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -389964.250000 Penalty: 2920.635742
	Iteration 32Q: 3 clusters Score -389964.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -389966.906250 Penalty: 2920.635742
	Iteration 33Q: 3 clusters Score -389966.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -389970.125000 Penalty: 2920.635742
	Iteration 34Q: 3 clusters Score -389970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -389971.937500 Penalty: 2920.635742
	Iteration 35Q: 3 clusters Score -389971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -389972.843750 Penalty: 2920.635742
	Iteration 36Q: 3 clusters Score -389972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -389976.625000 Penalty: 2920.635742
	Iteration 37Q: 3 clusters Score -389976.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -389977.562500 Penalty: 2920.635742
	Iteration 38Q: 3 clusters Score -389977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -389979.937500 Penalty: 2920.635742
	Iteration 39Q: 3 clusters Score -389979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -389981.375000 Penalty: 2920.635742
	Iteration 40F: 3 clusters Score -389981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -389981.437500 Penalty: 2920.635742
	Iteration 41Q: 3 clusters Score -389981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -389981.437500 Penalty: 2920.635742
	Iteration 42F: 3 clusters Score -389981.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -398647.812500 Penalty: 1455.699951
	Iteration 0F: 2 clusters Score -398647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -392872.343750 Penalty: 2911.399902
	Iteration 0F: 3 clusters Score -392872.3 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -394564.781250 Penalty: 2911.399902
	Iteration 1F: 3 clusters Score -394564.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -394762.000000 Penalty: 2911.399902
	Iteration 2F: 3 clusters Score -394762 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -394891.937500 Penalty: 2911.399902
	Iteration 3Q: 3 clusters Score -394891.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -394987.031250 Penalty: 2911.399902
	Iteration 4Q: 3 clusters Score -394987 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -395049.625000 Penalty: 2911.399902
	Iteration 5Q: 3 clusters Score -395049.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -395116.562500 Penalty: 2911.399902
	Iteration 6Q: 3 clusters Score -395116.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -395185.156250 Penalty: 2911.399902
	Iteration 7Q: 3 clusters Score -395185.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -395261.343750 Penalty: 2911.399902
	Iteration 8Q: 3 clusters Score -395261.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -395348.718750 Penalty: 2911.399902
	Iteration 9Q: 3 clusters Score -395348.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -395441.656250 Penalty: 2911.399902
	Iteration 10Q: 3 clusters Score -395441.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -395546.562500 Penalty: 2911.399902
	Iteration 11Q: 3 clusters Score -395546.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -395674.000000 Penalty: 2911.399902
	Iteration 12Q: 3 clusters Score -395674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -395831.343750 Penalty: 2911.399902
	Iteration 13Q: 3 clusters Score -395831.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -396014.843750 Penalty: 2911.399902
	Iteration 14Q: 3 clusters Score -396014.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -396213.218750 Penalty: 2911.399902
	Iteration 15Q: 3 clusters Score -396213.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -396424.187500 Penalty: 2911.399902
	Iteration 16Q: 3 clusters Score -396424.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -396627.281250 Penalty: 2911.399902
	Iteration 17Q: 3 clusters Score -396627.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -396810.156250 Penalty: 2911.399902
	Iteration 18Q: 3 clusters Score -396810.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -396983.250000 Penalty: 2911.399902
	Iteration 19Q: 3 clusters Score -396983.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -397088.656250 Penalty: 2911.399902
	Iteration 20F: 3 clusters Score -397088.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -397157.031250 Penalty: 2911.399902
	Iteration 21Q: 3 clusters Score -397157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -397202.562500 Penalty: 2911.399902
	Iteration 22Q: 3 clusters Score -397202.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -397232.031250 Penalty: 2911.399902
	Iteration 23Q: 3 clusters Score -397232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -397262.187500 Penalty: 2911.399902
	Iteration 24Q: 3 clusters Score -397262.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -397296.843750 Penalty: 2911.399902
	Iteration 25Q: 3 clusters Score -397296.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -397320.593750 Penalty: 2911.399902
	Iteration 26Q: 3 clusters Score -397320.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -397339.250000 Penalty: 2911.399902
	Iteration 27Q: 3 clusters Score -397339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -397344.062500 Penalty: 2911.399902
	Iteration 28Q: 3 clusters Score -397344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -397349.062500 Penalty: 2911.399902
	Iteration 29Q: 3 clusters Score -397349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -397359.093750 Penalty: 2911.399902
	Iteration 30Q: 3 clusters Score -397359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -397361.812500 Penalty: 2911.399902
	Iteration 31Q: 3 clusters Score -397361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -397367.500000 Penalty: 2911.399902
	Iteration 32Q: 3 clusters Score -397367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -397375.156250 Penalty: 2911.399902
	Iteration 33Q: 3 clusters Score -397375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -397379.718750 Penalty: 2911.399902
	Iteration 34Q: 3 clusters Score -397379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -397381.781250 Penalty: 2911.399902
	Iteration 35Q: 3 clusters Score -397381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -397383.250000 Penalty: 2911.399902
	Iteration 36Q: 3 clusters Score -397383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -397383.250000 Penalty: 2911.399902
	Iteration 37F: 3 clusters Score -397383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Entering Unmasked Estep 
Score: -387684.625000 Penalty: 1447.134644
	Iteration 0F: 2 clusters Score -387684.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -382244.468750 Penalty: 2894.269287
	Iteration 0F: 3 clusters Score -382244.5 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -383847.968750 Penalty: 2894.269287
	Iteration 1F: 3 clusters Score -383848 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -384041.468750 Penalty: 2894.269287
	Iteration 2F: 3 clusters Score -384041.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -384192.750000 Penalty: 2894.269287
	Iteration 3Q: 3 clusters Score -384192.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -384348.812500 Penalty: 2894.269287
	Iteration 4Q: 3 clusters Score -384348.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -384504.437500 Penalty: 2894.269287
	Iteration 5Q: 3 clusters Score -384504.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -384675.468750 Penalty: 2894.269287
	Iteration 6Q: 3 clusters Score -384675.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -384898.687500 Penalty: 2894.269287
	Iteration 7F: 3 clusters Score -384898.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -385114.500000 Penalty: 2894.269287
	Iteration 8Q: 3 clusters Score -385114.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -385338.250000 Penalty: 2894.269287
	Iteration 9Q: 3 clusters Score -385338.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -385578.218750 Penalty: 2894.269287
	Iteration 10Q: 3 clusters Score -385578.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -385836.812500 Penalty: 2894.269287
	Iteration 11Q: 3 clusters Score -385836.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -386038.406250 Penalty: 2894.269287
	Iteration 12Q: 3 clusters Score -386038.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -386170.312500 Penalty: 2894.269287
	Iteration 13Q: 3 clusters Score -386170.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -386257.500000 Penalty: 2894.269287
	Iteration 14Q: 3 clusters Score -386257.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -386323.281250 Penalty: 2894.269287
	Iteration 15Q: 3 clusters Score -386323.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -386363.593750 Penalty: 2894.269287
	Iteration 16Q: 3 clusters Score -386363.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -386396.281250 Penalty: 2894.269287
	Iteration 17Q: 3 clusters Score -386396.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -386416.437500 Penalty: 2894.269287
	Iteration 18Q: 3 clusters Score -386416.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -386432.125000 Penalty: 2894.269287
	Iteration 19Q: 3 clusters Score -386432.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -386441.187500 Penalty: 2894.269287
	Iteration 20F: 3 clusters Score -386441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -386445.781250 Penalty: 2894.269287
	Iteration 21Q: 3 clusters Score -386445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -386452.750000 Penalty: 2894.269287
	Iteration 22Q: 3 clusters Score -386452.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -386464.781250 Penalty: 2894.269287
	Iteration 23Q: 3 clusters Score -386464.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -386471.687500 Penalty: 2894.269287
	Iteration 24Q: 3 clusters Score -386471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -386474.468750 Penalty: 2894.269287
	Iteration 25Q: 3 clusters Score -386474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -386475.687500 Penalty: 2894.269287
	Iteration 26Q: 3 clusters Score -386475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -386475.875000 Penalty: 2894.269287
	Iteration 27Q: 3 clusters Score -386475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -386476.312500 Penalty: 2894.269287
	Iteration 28Q: 3 clusters Score -386476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -386476.500000 Penalty: 2894.269287
	Iteration 29Q: 3 clusters Score -386476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -386477.187500 Penalty: 2894.269287
	Iteration 30Q: 3 clusters Score -386477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -386477.187500 Penalty: 2894.269287
	Iteration 31F: 3 clusters Score -386477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Entering Unmasked Estep 
Score: -436819.156250 Penalty: 1475.925903
	Iteration 0F: 2 clusters Score -436819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -430446.968750 Penalty: 2951.851807
	Iteration 0F: 3 clusters Score -430447 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -432551.625000 Penalty: 2951.851807
	Iteration 1F: 3 clusters Score -432551.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -433144.687500 Penalty: 2951.851807
	Iteration 2F: 3 clusters Score -433144.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -433705.718750 Penalty: 2951.851807
	Iteration 3F: 3 clusters Score -433705.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -434213.218750 Penalty: 2951.851807
	Iteration 4F: 3 clusters Score -434213.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -434681.531250 Penalty: 2951.851807
	Iteration 5F: 3 clusters Score -434681.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -435136.875000 Penalty: 2951.851807
	Iteration 6F: 3 clusters Score -435136.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -435576.250000 Penalty: 2951.851807
	Iteration 7F: 3 clusters Score -435576.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -435937.375000 Penalty: 2951.851807
	Iteration 8F: 3 clusters Score -435937.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -436241.000000 Penalty: 2951.851807
	Iteration 9Q: 3 clusters Score -436241 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -436438.843750 Penalty: 2951.851807
	Iteration 10Q: 3 clusters Score -436438.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -436572.187500 Penalty: 2951.851807
	Iteration 11Q: 3 clusters Score -436572.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -436664.593750 Penalty: 2951.851807
	Iteration 12Q: 3 clusters Score -436664.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -436740.437500 Penalty: 2951.851807
	Iteration 13Q: 3 clusters Score -436740.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -436796.062500 Penalty: 2951.851807
	Iteration 14Q: 3 clusters Score -436796.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -436848.062500 Penalty: 2951.851807
	Iteration 15Q: 3 clusters Score -436848.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -436905.406250 Penalty: 2951.851807
	Iteration 16Q: 3 clusters Score -436905.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -436957.062500 Penalty: 2951.851807
	Iteration 17Q: 3 clusters Score -436957.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -436996.593750 Penalty: 2951.851807
	Iteration 18Q: 3 clusters Score -436996.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -437028.062500 Penalty: 2951.851807
	Iteration 19Q: 3 clusters Score -437028.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -437048.531250 Penalty: 2951.851807
	Iteration 20F: 3 clusters Score -437048.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -437065.312500 Penalty: 2951.851807
	Iteration 21Q: 3 clusters Score -437065.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -437079.531250 Penalty: 2951.851807
	Iteration 22Q: 3 clusters Score -437079.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -437094.281250 Penalty: 2951.851807
	Iteration 23Q: 3 clusters Score -437094.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -437103.187500 Penalty: 2951.851807
	Iteration 24Q: 3 clusters Score -437103.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -437114.093750 Penalty: 2951.851807
	Iteration 25Q: 3 clusters Score -437114.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -437121.093750 Penalty: 2951.851807
	Iteration 26Q: 3 clusters Score -437121.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -437127.531250 Penalty: 2951.851807
	Iteration 27Q: 3 clusters Score -437127.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -437132.937500 Penalty: 2951.851807
	Iteration 28Q: 3 clusters Score -437132.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -437140.343750 Penalty: 2951.851807
	Iteration 29Q: 3 clusters Score -437140.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -437142.906250 Penalty: 2951.851807
	Iteration 30Q: 3 clusters Score -437142.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -437147.437500 Penalty: 2951.851807
	Iteration 31Q: 3 clusters Score -437147.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -437151.437500 Penalty: 2951.851807
	Iteration 32Q: 3 clusters Score -437151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -437154.937500 Penalty: 2951.851807
	Iteration 33Q: 3 clusters Score -437154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -437157.843750 Penalty: 2951.851807
	Iteration 34Q: 3 clusters Score -437157.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -437161.406250 Penalty: 2951.851807
	Iteration 35Q: 3 clusters Score -437161.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -437167.656250 Penalty: 2951.851807
	Iteration 36Q: 3 clusters Score -437167.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -437171.531250 Penalty: 2951.851807
	Iteration 37Q: 3 clusters Score -437171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -437172.843750 Penalty: 2951.851807
	Iteration 38Q: 3 clusters Score -437172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -437174.093750 Penalty: 2951.851807
	Iteration 39Q: 3 clusters Score -437174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -437176.531250 Penalty: 2951.851807
	Iteration 40F: 3 clusters Score -437176.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -437177.906250 Penalty: 2951.851807
	Iteration 41Q: 3 clusters Score -437177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -437179.000000 Penalty: 2951.851807
	Iteration 42Q: 3 clusters Score -437179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -437183.156250 Penalty: 2951.851807
	Iteration 43Q: 3 clusters Score -437183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -437183.125000 Penalty: 2951.851807
	Iteration 44Q: 3 clusters Score -437183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -437184.093750 Penalty: 2951.851807
	Iteration 45Q: 3 clusters Score -437184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -437183.625000 Penalty: 2951.851807
	Iteration 46Q: 3 clusters Score -437183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -437185.437500 Penalty: 2951.851807
	Iteration 47Q: 3 clusters Score -437185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -437187.125000 Penalty: 2951.851807
	Iteration 48Q: 3 clusters Score -437187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -437187.468750 Penalty: 2951.851807
	Iteration 49Q: 3 clusters Score -437187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -437188.500000 Penalty: 2951.851807
	Iteration 50Q: 3 clusters Score -437188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -437188.718750 Penalty: 2951.851807
	Iteration 51Q: 3 clusters Score -437188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -437189.562500 Penalty: 2951.851807
	Iteration 52Q: 3 clusters Score -437189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -437190.062500 Penalty: 2951.851807
	Iteration 53Q: 3 clusters Score -437190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -437190.062500 Penalty: 2951.851807
	Iteration 54F: 3 clusters Score -437190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6434 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7372 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620991 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25560 members 
Mstep: Class 20 contains 47825 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
Score: -37533112.000000 Penalty: 44203.796875
Splitting cluster 10 changes total score from -37533448.000000 to -37533112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (12017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Entering Unmasked Estep 
Score: -593369.500000 Penalty: 1526.537598
	Iteration 0F: 2 clusters Score -593369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -584910.312500 Penalty: 3053.075195
	Iteration 0F: 3 clusters Score -584910.3 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -587691.187500 Penalty: 3053.075195
	Iteration 1F: 3 clusters Score -587691.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -587976.750000 Penalty: 3053.075195
	Iteration 2F: 3 clusters Score -587976.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -588251.812500 Penalty: 3053.075195
	Iteration 3F: 3 clusters Score -588251.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -588577.750000 Penalty: 3053.075195
	Iteration 4Q: 3 clusters Score -588577.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -589021.500000 Penalty: 3053.075195
	Iteration 5F: 3 clusters Score -589021.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -589555.437500 Penalty: 3053.075195
	Iteration 6F: 3 clusters Score -589555.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -590225.062500 Penalty: 3053.075195
	Iteration 7F: 3 clusters Score -590225.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -590886.000000 Penalty: 3053.075195
	Iteration 8F: 3 clusters Score -590886 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -591397.375000 Penalty: 3053.075195
	Iteration 9F: 3 clusters Score -591397.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -591703.625000 Penalty: 3053.075195
	Iteration 10Q: 3 clusters Score -591703.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -591886.187500 Penalty: 3053.075195
	Iteration 11Q: 3 clusters Score -591886.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -592017.000000 Penalty: 3053.075195
	Iteration 12Q: 3 clusters Score -592017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -592111.875000 Penalty: 3053.075195
	Iteration 13Q: 3 clusters Score -592111.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -592181.187500 Penalty: 3053.075195
	Iteration 14Q: 3 clusters Score -592181.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -592222.812500 Penalty: 3053.075195
	Iteration 15Q: 3 clusters Score -592222.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -592253.625000 Penalty: 3053.075195
	Iteration 16Q: 3 clusters Score -592253.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -592279.187500 Penalty: 3053.075195
	Iteration 17Q: 3 clusters Score -592279.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -592299.062500 Penalty: 3053.075195
	Iteration 18Q: 3 clusters Score -592299.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -592316.250000 Penalty: 3053.075195
	Iteration 19Q: 3 clusters Score -592316.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -592330.375000 Penalty: 3053.075195
	Iteration 20F: 3 clusters Score -592330.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -592337.812500 Penalty: 3053.075195
	Iteration 21Q: 3 clusters Score -592337.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -592345.437500 Penalty: 3053.075195
	Iteration 22Q: 3 clusters Score -592345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -592350.500000 Penalty: 3053.075195
	Iteration 23Q: 3 clusters Score -592350.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -592358.500000 Penalty: 3053.075195
	Iteration 24Q: 3 clusters Score -592358.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -592364.437500 Penalty: 3053.075195
	Iteration 25Q: 3 clusters Score -592364.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -592364.937500 Penalty: 3053.075195
	Iteration 26Q: 3 clusters Score -592364.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -592367.687500 Penalty: 3053.075195
	Iteration 27Q: 3 clusters Score -592367.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -592368.375000 Penalty: 3053.075195
	Iteration 28Q: 3 clusters Score -592368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -592372.312500 Penalty: 3053.075195
	Iteration 29Q: 3 clusters Score -592372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -592371.812500 Penalty: 3053.075195
	Iteration 30Q: 3 clusters Score -592371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -592372.500000 Penalty: 3053.075195
	Iteration 31Q: 3 clusters Score -592372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -592373.187500 Penalty: 3053.075195
	Iteration 32Q: 3 clusters Score -592373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -592373.562500 Penalty: 3053.075195
	Iteration 33Q: 3 clusters Score -592373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -592372.687500 Penalty: 3053.075195
	Iteration 34Q: 3 clusters Score -592372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -592374.125000 Penalty: 3053.075195
	Iteration 35Q: 3 clusters Score -592374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -592374.937500 Penalty: 3053.075195
	Iteration 36Q: 3 clusters Score -592374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -592374.062500 Penalty: 3053.075195
	Iteration 37Q: 3 clusters Score -592374.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -592375.250000 Penalty: 3053.075195
	Iteration 38Q: 3 clusters Score -592375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -592377.500000 Penalty: 3053.075195
	Iteration 39Q: 3 clusters Score -592377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -592376.500000 Penalty: 3053.075195
	Iteration 40F: 3 clusters Score -592376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -592378.312500 Penalty: 3053.075195
	Iteration 41Q: 3 clusters Score -592378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -592379.125000 Penalty: 3053.075195
	Iteration 42Q: 3 clusters Score -592379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -592379.812500 Penalty: 3053.075195
	Iteration 43Q: 3 clusters Score -592379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -592379.875000 Penalty: 3053.075195
	Iteration 44Q: 3 clusters Score -592379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -592380.937500 Penalty: 3053.075195
	Iteration 45Q: 3 clusters Score -592380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -592380.437500 Penalty: 3053.075195
	Iteration 46Q: 3 clusters Score -592380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -592380.437500 Penalty: 3053.075195
	Iteration 47F: 3 clusters Score -592380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (620991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620991 members 
Entering Unmasked Estep 
Score: -29289858.000000 Penalty: 2167.599121
	Iteration 0F: 2 clusters Score -2.928986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310363 members 
Mstep: Class 2 contains 310628 members 
Entering Unmasked Estep 
Score: -28867934.000000 Penalty: 4335.198242
	Iteration 0F: 3 clusters Score -2.886793e+07 nChanged 305123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293930 members 
Mstep: Class 2 contains 327061 members 
Entering Unmasked Estep 
Score: -29058004.000000 Penalty: 4335.198242
	Iteration 1F: 3 clusters Score -2.9058e+07 nChanged 20995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284431 members 
Mstep: Class 2 contains 336560 members 
Entering Unmasked Estep 
Score: -29063782.000000 Penalty: 4335.198242
	Iteration 2Q: 3 clusters Score -2.906378e+07 nChanged 25485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270088 members 
Mstep: Class 2 contains 350903 members 
Entering Unmasked Estep 
Score: -29073038.000000 Penalty: 4335.198242
	Iteration 3Q: 3 clusters Score -2.907304e+07 nChanged 31667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249039 members 
Mstep: Class 2 contains 371952 members 
Entering Unmasked Estep 
Score: -29087246.000000 Penalty: 4335.198242
	Iteration 4F: 3 clusters Score -2.908725e+07 nChanged 38055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220264 members 
Mstep: Class 2 contains 400727 members 
Entering Unmasked Estep 
Score: -29110146.000000 Penalty: 4335.198242
	Iteration 5F: 3 clusters Score -2.911015e+07 nChanged 43345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184337 members 
Mstep: Class 2 contains 436654 members 
Entering Unmasked Estep 
Score: -29141402.000000 Penalty: 4335.198242
	Iteration 6F: 3 clusters Score -2.91414e+07 nChanged 43130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 474760 members 
Entering Unmasked Estep 
Score: -29179050.000000 Penalty: 4335.198242
	Iteration 7F: 3 clusters Score -2.917905e+07 nChanged 36317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 507605 members 
Entering Unmasked Estep 
Score: -29214666.000000 Penalty: 4335.198242
	Iteration 8F: 3 clusters Score -2.921467e+07 nChanged 25634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 529927 members 
Entering Unmasked Estep 
Score: -29240356.000000 Penalty: 4335.198242
	Iteration 9Q: 3 clusters Score -2.924036e+07 nChanged 17136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 543855 members 
Entering Unmasked Estep 
Score: -29255202.000000 Penalty: 4335.198242
	Iteration 10Q: 3 clusters Score -2.92552e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 553584 members 
Entering Unmasked Estep 
Score: -29263416.000000 Penalty: 4335.198242
	Iteration 11Q: 3 clusters Score -2.926342e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 561086 members 
Entering Unmasked Estep 
Score: -29268052.000000 Penalty: 4335.198242
	Iteration 12Q: 3 clusters Score -2.926805e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 567265 members 
Entering Unmasked Estep 
Score: -29271576.000000 Penalty: 4335.198242
	Iteration 13Q: 3 clusters Score -2.927158e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 572427 members 
Entering Unmasked Estep 
Score: -29274046.000000 Penalty: 4335.198242
	Iteration 14Q: 3 clusters Score -2.927405e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 576945 members 
Entering Unmasked Estep 
Score: -29275698.000000 Penalty: 4335.198242
	Iteration 15Q: 3 clusters Score -2.92757e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 580979 members 
Entering Unmasked Estep 
Score: -29277384.000000 Penalty: 4335.198242
	Iteration 16Q: 3 clusters Score -2.927738e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 584719 members 
Entering Unmasked Estep 
Score: -29278966.000000 Penalty: 4335.198242
	Iteration 17Q: 3 clusters Score -2.927897e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 588139 members 
Entering Unmasked Estep 
Score: -29280016.000000 Penalty: 4335.198242
	Iteration 18Q: 3 clusters Score -2.928002e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 591208 members 
Entering Unmasked Estep 
Score: -29281074.000000 Penalty: 4335.198242
	Iteration 19Q: 3 clusters Score -2.928107e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 593964 members 
Entering Unmasked Estep 
Score: -29281980.000000 Penalty: 4335.198242
	Iteration 20F: 3 clusters Score -2.928198e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 596584 members 
Entering Unmasked Estep 
Score: -29282790.000000 Penalty: 4335.198242
	Iteration 21Q: 3 clusters Score -2.928279e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 598995 members 
Entering Unmasked Estep 
Score: -29283592.000000 Penalty: 4335.198242
	Iteration 22Q: 3 clusters Score -2.928359e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 601225 members 
Entering Unmasked Estep 
Score: -29284212.000000 Penalty: 4335.198242
	Iteration 23Q: 3 clusters Score -2.928421e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 603249 members 
Entering Unmasked Estep 
Score: -29284728.000000 Penalty: 4335.198242
	Iteration 24Q: 3 clusters Score -2.928473e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 605052 members 
Entering Unmasked Estep 
Score: -29285218.000000 Penalty: 4335.198242
	Iteration 25Q: 3 clusters Score -2.928522e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 606684 members 
Entering Unmasked Estep 
Score: -29285620.000000 Penalty: 4335.198242
	Iteration 26Q: 3 clusters Score -2.928562e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 608129 members 
Entering Unmasked Estep 
Score: -29286018.000000 Penalty: 4335.198242
	Iteration 27Q: 3 clusters Score -2.928602e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 609363 members 
Entering Unmasked Estep 
Score: -29286406.000000 Penalty: 4335.198242
	Iteration 28Q: 3 clusters Score -2.928641e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 610466 members 
Entering Unmasked Estep 
Score: -29286640.000000 Penalty: 4335.198242
	Iteration 29Q: 3 clusters Score -2.928664e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 611383 members 
Entering Unmasked Estep 
Score: -29286870.000000 Penalty: 4335.198242
	Iteration 30Q: 3 clusters Score -2.928687e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 612209 members 
Entering Unmasked Estep 
Score: -29286972.000000 Penalty: 4335.198242
	Iteration 31Q: 3 clusters Score -2.928697e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 612932 members 
Entering Unmasked Estep 
Score: -29287178.000000 Penalty: 4335.198242
	Iteration 32Q: 3 clusters Score -2.928718e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 613589 members 
Entering Unmasked Estep 
Score: -29287266.000000 Penalty: 4335.198242
	Iteration 33Q: 3 clusters Score -2.928727e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 614220 members 
Entering Unmasked Estep 
Score: -29287492.000000 Penalty: 4335.198242
	Iteration 34Q: 3 clusters Score -2.928749e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 614752 members 
Entering Unmasked Estep 
Score: -29287654.000000 Penalty: 4335.198242
	Iteration 35Q: 3 clusters Score -2.928765e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 615209 members 
Entering Unmasked Estep 
Score: -29287706.000000 Penalty: 4335.198242
	Iteration 36Q: 3 clusters Score -2.928771e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 615607 members 
Entering Unmasked Estep 
Score: -29287820.000000 Penalty: 4335.198242
	Iteration 37Q: 3 clusters Score -2.928782e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 615955 members 
Entering Unmasked Estep 
Score: -29287870.000000 Penalty: 4335.198242
	Iteration 38Q: 3 clusters Score -2.928787e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 616202 members 
Entering Unmasked Estep 
Score: -29287964.000000 Penalty: 4335.198242
	Iteration 39Q: 3 clusters Score -2.928796e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 616432 members 
Entering Unmasked Estep 
Score: -29288026.000000 Penalty: 4335.198242
	Iteration 40F: 3 clusters Score -2.928803e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 616644 members 
Entering Unmasked Estep 
Score: -29288084.000000 Penalty: 4335.198242
	Iteration 41Q: 3 clusters Score -2.928808e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 616849 members 
Entering Unmasked Estep 
Score: -29288098.000000 Penalty: 4335.198242
	Iteration 42Q: 3 clusters Score -2.92881e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 617048 members 
Entering Unmasked Estep 
Score: -29288138.000000 Penalty: 4335.198242
	Iteration 43Q: 3 clusters Score -2.928814e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 617222 members 
Entering Unmasked Estep 
Score: -29288180.000000 Penalty: 4335.198242
	Iteration 44Q: 3 clusters Score -2.928818e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 617371 members 
Entering Unmasked Estep 
Score: -29288230.000000 Penalty: 4335.198242
	Iteration 45Q: 3 clusters Score -2.928823e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 617496 members 
Entering Unmasked Estep 
Score: -29288234.000000 Penalty: 4335.198242
	Iteration 46Q: 3 clusters Score -2.928823e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 617605 members 
Entering Unmasked Estep 
Score: -29288252.000000 Penalty: 4335.198242
	Iteration 47Q: 3 clusters Score -2.928825e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 617711 members 
Entering Unmasked Estep 
Score: -29288310.000000 Penalty: 4335.198242
	Iteration 48Q: 3 clusters Score -2.928831e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 617797 members 
Entering Unmasked Estep 
Score: -29288320.000000 Penalty: 4335.198242
	Iteration 49Q: 3 clusters Score -2.928832e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 617887 members 
Entering Unmasked Estep 
Score: -29288358.000000 Penalty: 4335.198242
	Iteration 50Q: 3 clusters Score -2.928836e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 617965 members 
Entering Unmasked Estep 
Score: -29288402.000000 Penalty: 4335.198242
	Iteration 51Q: 3 clusters Score -2.92884e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 618035 members 
Entering Unmasked Estep 
Score: -29288398.000000 Penalty: 4335.198242
	Iteration 52Q: 3 clusters Score -2.92884e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 618104 members 
Entering Unmasked Estep 
Score: -29288440.000000 Penalty: 4335.198242
	Iteration 53Q: 3 clusters Score -2.928844e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 618164 members 
Entering Unmasked Estep 
Score: -29288466.000000 Penalty: 4335.198242
	Iteration 54Q: 3 clusters Score -2.928847e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 618203 members 
Entering Unmasked Estep 
Score: -29288432.000000 Penalty: 4335.198242
	Iteration 55Q: 3 clusters Score -2.928843e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 618247 members 
Entering Unmasked Estep 
Score: -29288454.000000 Penalty: 4335.198242
	Iteration 56Q: 3 clusters Score -2.928845e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 618286 members 
Entering Unmasked Estep 
Score: -29288466.000000 Penalty: 4335.198242
	Iteration 57Q: 3 clusters Score -2.928847e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 618321 members 
Entering Unmasked Estep 
Score: -29288466.000000 Penalty: 4335.198242
	Iteration 58Q: 3 clusters Score -2.928847e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 618350 members 
Entering Unmasked Estep 
Score: -29288490.000000 Penalty: 4335.198242
	Iteration 59Q: 3 clusters Score -2.928849e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 618382 members 
Entering Unmasked Estep 
Score: -29288534.000000 Penalty: 4335.198242
	Iteration 60F: 3 clusters Score -2.928853e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 618420 members 
Entering Unmasked Estep 
Score: -29288538.000000 Penalty: 4335.198242
	Iteration 61Q: 3 clusters Score -2.928854e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 618452 members 
Entering Unmasked Estep 
Score: -29288568.000000 Penalty: 4335.198242
	Iteration 62Q: 3 clusters Score -2.928857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 618477 members 
Entering Unmasked Estep 
Score: -29288580.000000 Penalty: 4335.198242
	Iteration 63Q: 3 clusters Score -2.928858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 618501 members 
Entering Unmasked Estep 
Score: -29288598.000000 Penalty: 4335.198242
	Iteration 64Q: 3 clusters Score -2.92886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 618523 members 
Entering Unmasked Estep 
Score: -29288598.000000 Penalty: 4335.198242
	Iteration 65Q: 3 clusters Score -2.92886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 618546 members 
Entering Unmasked Estep 
Score: -29288618.000000 Penalty: 4335.198242
	Iteration 66Q: 3 clusters Score -2.928862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 618564 members 
Entering Unmasked Estep 
Score: -29288632.000000 Penalty: 4335.198242
	Iteration 67Q: 3 clusters Score -2.928863e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 618598 members 
Entering Unmasked Estep 
Score: -29288642.000000 Penalty: 4335.198242
	Iteration 68Q: 3 clusters Score -2.928864e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 618628 members 
Entering Unmasked Estep 
Score: -29288606.000000 Penalty: 4335.198242
	Iteration 69Q: 3 clusters Score -2.928861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 618651 members 
Entering Unmasked Estep 
Score: -29288616.000000 Penalty: 4335.198242
	Iteration 70Q: 3 clusters Score -2.928862e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 618672 members 
Entering Unmasked Estep 
Score: -29288606.000000 Penalty: 4335.198242
	Iteration 71Q: 3 clusters Score -2.928861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 618697 members 
Entering Unmasked Estep 
Score: -29288608.000000 Penalty: 4335.198242
	Iteration 72Q: 3 clusters Score -2.928861e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 618725 members 
Entering Unmasked Estep 
Score: -29288620.000000 Penalty: 4335.198242
	Iteration 73Q: 3 clusters Score -2.928862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 618740 members 
Entering Unmasked Estep 
Score: -29288622.000000 Penalty: 4335.198242
	Iteration 74Q: 3 clusters Score -2.928862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 618763 members 
Entering Unmasked Estep 
Score: -29288628.000000 Penalty: 4335.198242
	Iteration 75Q: 3 clusters Score -2.928863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 618795 members 
Entering Unmasked Estep 
Score: -29288656.000000 Penalty: 4335.198242
	Iteration 76Q: 3 clusters Score -2.928866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 618820 members 
Entering Unmasked Estep 
Score: -29288654.000000 Penalty: 4335.198242
	Iteration 77Q: 3 clusters Score -2.928865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 618843 members 
Entering Unmasked Estep 
Score: -29288692.000000 Penalty: 4335.198242
	Iteration 78Q: 3 clusters Score -2.928869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 618866 members 
Entering Unmasked Estep 
Score: -29288682.000000 Penalty: 4335.198242
	Iteration 79Q: 3 clusters Score -2.928868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 618878 members 
Entering Unmasked Estep 
Score: -29288692.000000 Penalty: 4335.198242
	Iteration 80F: 3 clusters Score -2.928869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 618894 members 
Entering Unmasked Estep 
Score: -29288722.000000 Penalty: 4335.198242
	Iteration 81Q: 3 clusters Score -2.928872e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 618906 members 
Entering Unmasked Estep 
Score: -29288766.000000 Penalty: 4335.198242
	Iteration 82Q: 3 clusters Score -2.928877e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 618909 members 
Entering Unmasked Estep 
Score: -29288794.000000 Penalty: 4335.198242
	Iteration 83Q: 3 clusters Score -2.928879e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 618923 members 
Entering Unmasked Estep 
Score: -29288822.000000 Penalty: 4335.198242
	Iteration 84Q: 3 clusters Score -2.928882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 618944 members 
Entering Unmasked Estep 
Score: -29288820.000000 Penalty: 4335.198242
	Iteration 85Q: 3 clusters Score -2.928882e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 618970 members 
Entering Unmasked Estep 
Score: -29288840.000000 Penalty: 4335.198242
	Iteration 86Q: 3 clusters Score -2.928884e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 618999 members 
Entering Unmasked Estep 
Score: -29288880.000000 Penalty: 4335.198242
	Iteration 87Q: 3 clusters Score -2.928888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 619024 members 
Entering Unmasked Estep 
Score: -29288896.000000 Penalty: 4335.198242
	Iteration 88Q: 3 clusters Score -2.92889e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 619030 members 
Entering Unmasked Estep 
Score: -29288908.000000 Penalty: 4335.198242
	Iteration 89Q: 3 clusters Score -2.928891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 619031 members 
Entering Unmasked Estep 
Score: -29288906.000000 Penalty: 4335.198242
	Iteration 90Q: 3 clusters Score -2.928891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 619032 members 
Entering Unmasked Estep 
Score: -29288894.000000 Penalty: 4335.198242
	Iteration 91Q: 3 clusters Score -2.928889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 619033 members 
Entering Unmasked Estep 
Score: -29288890.000000 Penalty: 4335.198242
	Iteration 92Q: 3 clusters Score -2.928889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 619043 members 
Entering Unmasked Estep 
Score: -29288918.000000 Penalty: 4335.198242
	Iteration 93Q: 3 clusters Score -2.928892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 619051 members 
Entering Unmasked Estep 
Score: -29288936.000000 Penalty: 4335.198242
	Iteration 94Q: 3 clusters Score -2.928894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 619059 members 
Entering Unmasked Estep 
Score: -29288918.000000 Penalty: 4335.198242
	Iteration 95Q: 3 clusters Score -2.928892e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 619071 members 
Entering Unmasked Estep 
Score: -29288920.000000 Penalty: 4335.198242
	Iteration 96Q: 3 clusters Score -2.928892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 619079 members 
Entering Unmasked Estep 
Score: -29288926.000000 Penalty: 4335.198242
	Iteration 97Q: 3 clusters Score -2.928893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 619086 members 
Entering Unmasked Estep 
Score: -29288924.000000 Penalty: 4335.198242
	Iteration 98Q: 3 clusters Score -2.928892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 619097 members 
Entering Unmasked Estep 
Score: -29288922.000000 Penalty: 4335.198242
	Iteration 99Q: 3 clusters Score -2.928892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 619102 members 
Entering Unmasked Estep 
Score: -29288924.000000 Penalty: 4335.198242
	Iteration 100F: 3 clusters Score -2.928892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 619106 members 
Entering Unmasked Estep 
Score: -29288940.000000 Penalty: 4335.198242
	Iteration 101Q: 3 clusters Score -2.928894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 619113 members 
Entering Unmasked Estep 
Score: -29288934.000000 Penalty: 4335.198242
	Iteration 102Q: 3 clusters Score -2.928893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 619114 members 
Entering Unmasked Estep 
Score: -29288920.000000 Penalty: 4335.198242
	Iteration 103Q: 3 clusters Score -2.928892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 619112 members 
Entering Unmasked Estep 
Score: -29288922.000000 Penalty: 4335.198242
	Iteration 104Q: 3 clusters Score -2.928892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 619113 members 
Entering Unmasked Estep 
Score: -29288932.000000 Penalty: 4335.198242
	Iteration 105Q: 3 clusters Score -2.928893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 619112 members 
Entering Unmasked Estep 
Score: -29288914.000000 Penalty: 4335.198242
	Iteration 106Q: 3 clusters Score -2.928891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 619119 members 
Entering Unmasked Estep 
Score: -29288904.000000 Penalty: 4335.198242
	Iteration 107Q: 3 clusters Score -2.92889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 619124 members 
Entering Unmasked Estep 
Score: -29288902.000000 Penalty: 4335.198242
	Iteration 108Q: 3 clusters Score -2.92889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 619129 members 
Entering Unmasked Estep 
Score: -29288902.000000 Penalty: 4335.198242
	Iteration 109Q: 3 clusters Score -2.92889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 619127 members 
Entering Unmasked Estep 
Score: -29288906.000000 Penalty: 4335.198242
	Iteration 110Q: 3 clusters Score -2.928891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 619123 members 
Entering Unmasked Estep 
Score: -29288904.000000 Penalty: 4335.198242
	Iteration 111Q: 3 clusters Score -2.92889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 619123 members 
Entering Unmasked Estep 
Score: -29288910.000000 Penalty: 4335.198242
	Iteration 112Q: 3 clusters Score -2.928891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 619124 members 
Entering Unmasked Estep 
Score: -29288916.000000 Penalty: 4335.198242
	Iteration 113Q: 3 clusters Score -2.928892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 619127 members 
Entering Unmasked Estep 
Score: -29288908.000000 Penalty: 4335.198242
	Iteration 114Q: 3 clusters Score -2.928891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 619130 members 
Entering Unmasked Estep 
Score: -29288902.000000 Penalty: 4335.198242
	Iteration 115Q: 3 clusters Score -2.92889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 619131 members 
Entering Unmasked Estep 
Score: -29288910.000000 Penalty: 4335.198242
	Iteration 116Q: 3 clusters Score -2.928891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 619132 members 
Entering Unmasked Estep 
Score: -29288920.000000 Penalty: 4335.198242
	Iteration 117Q: 3 clusters Score -2.928892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 619135 members 
Entering Unmasked Estep 
Score: -29288916.000000 Penalty: 4335.198242
	Iteration 118Q: 3 clusters Score -2.928892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 619137 members 
Entering Unmasked Estep 
Score: -29288918.000000 Penalty: 4335.198242
	Iteration 119Q: 3 clusters Score -2.928892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 619138 members 
Entering Unmasked Estep 
Score: -29288916.000000 Penalty: 4335.198242
	Iteration 120F: 3 clusters Score -2.928892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 619137 members 
Entering Unmasked Estep 
Score: -29288910.000000 Penalty: 4335.198242
	Iteration 121Q: 3 clusters Score -2.928891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 619137 members 
Entering Unmasked Estep 
Score: -29288910.000000 Penalty: 4335.198242
	Iteration 122F: 3 clusters Score -2.928891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -189733.156250 Penalty: 1343.752197
	Iteration 0F: 2 clusters Score -189733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -186490.062500 Penalty: 2687.504395
	Iteration 0F: 3 clusters Score -186490.1 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -187380.250000 Penalty: 2687.504395
	Iteration 1F: 3 clusters Score -187380.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -187555.359375 Penalty: 2687.504395
	Iteration 2F: 3 clusters Score -187555.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -187664.343750 Penalty: 2687.504395
	Iteration 3Q: 3 clusters Score -187664.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -187752.375000 Penalty: 2687.504395
	Iteration 4Q: 3 clusters Score -187752.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -187827.828125 Penalty: 2687.504395
	Iteration 5Q: 3 clusters Score -187827.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -187891.921875 Penalty: 2687.504395
	Iteration 6Q: 3 clusters Score -187891.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -187952.046875 Penalty: 2687.504395
	Iteration 7Q: 3 clusters Score -187952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -188017.593750 Penalty: 2687.504395
	Iteration 8Q: 3 clusters Score -188017.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -188079.218750 Penalty: 2687.504395
	Iteration 9Q: 3 clusters Score -188079.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -188145.796875 Penalty: 2687.504395
	Iteration 10Q: 3 clusters Score -188145.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -188207.968750 Penalty: 2687.504395
	Iteration 11Q: 3 clusters Score -188208 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -188270.765625 Penalty: 2687.504395
	Iteration 12Q: 3 clusters Score -188270.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -188331.437500 Penalty: 2687.504395
	Iteration 13Q: 3 clusters Score -188331.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -188384.984375 Penalty: 2687.504395
	Iteration 14Q: 3 clusters Score -188385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188439.046875 Penalty: 2687.504395
	Iteration 15Q: 3 clusters Score -188439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -188490.187500 Penalty: 2687.504395
	Iteration 16Q: 3 clusters Score -188490.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -188534.312500 Penalty: 2687.504395
	Iteration 17Q: 3 clusters Score -188534.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -188574.484375 Penalty: 2687.504395
	Iteration 18Q: 3 clusters Score -188574.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -188595.078125 Penalty: 2687.504395
	Iteration 19Q: 3 clusters Score -188595.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -188609.156250 Penalty: 2687.504395
	Iteration 20F: 3 clusters Score -188609.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188625.796875 Penalty: 2687.504395
	Iteration 21Q: 3 clusters Score -188625.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -188638.093750 Penalty: 2687.504395
	Iteration 22Q: 3 clusters Score -188638.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -188648.625000 Penalty: 2687.504395
	Iteration 23Q: 3 clusters Score -188648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188654.953125 Penalty: 2687.504395
	Iteration 24Q: 3 clusters Score -188655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188661.468750 Penalty: 2687.504395
	Iteration 25Q: 3 clusters Score -188661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188664.937500 Penalty: 2687.504395
	Iteration 26Q: 3 clusters Score -188664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188667.140625 Penalty: 2687.504395
	Iteration 27Q: 3 clusters Score -188667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188669.843750 Penalty: 2687.504395
	Iteration 28Q: 3 clusters Score -188669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188671.984375 Penalty: 2687.504395
	Iteration 29Q: 3 clusters Score -188672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188674.375000 Penalty: 2687.504395
	Iteration 30Q: 3 clusters Score -188674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188675.468750 Penalty: 2687.504395
	Iteration 31Q: 3 clusters Score -188675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -188675.375000 Penalty: 2687.504395
	Iteration 32Q: 3 clusters Score -188675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188675.687500 Penalty: 2687.504395
	Iteration 33Q: 3 clusters Score -188675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188675.484375 Penalty: 2687.504395
	Iteration 34Q: 3 clusters Score -188675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188675.937500 Penalty: 2687.504395
	Iteration 35Q: 3 clusters Score -188675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188677.265625 Penalty: 2687.504395
	Iteration 36Q: 3 clusters Score -188677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188678.359375 Penalty: 2687.504395
	Iteration 37Q: 3 clusters Score -188678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188678.984375 Penalty: 2687.504395
	Iteration 38Q: 3 clusters Score -188679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188679.125000 Penalty: 2687.504395
	Iteration 39Q: 3 clusters Score -188679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -188679.625000 Penalty: 2687.504395
	Iteration 40F: 3 clusters Score -188679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -160300.421875 Penalty: 1317.063354
	Iteration 0F: 2 clusters Score -160300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -157382.375000 Penalty: 2634.126709
	Iteration 0F: 3 clusters Score -157382.4 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -158096.828125 Penalty: 2634.126709
	Iteration 1F: 3 clusters Score -158096.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -158237.625000 Penalty: 2634.126709
	Iteration 2F: 3 clusters Score -158237.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -158321.578125 Penalty: 2634.126709
	Iteration 3Q: 3 clusters Score -158321.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -158376.671875 Penalty: 2634.126709
	Iteration 4Q: 3 clusters Score -158376.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -158410.593750 Penalty: 2634.126709
	Iteration 5Q: 3 clusters Score -158410.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -158437.343750 Penalty: 2634.126709
	Iteration 6Q: 3 clusters Score -158437.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -158459.046875 Penalty: 2634.126709
	Iteration 7Q: 3 clusters Score -158459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -158474.359375 Penalty: 2634.126709
	Iteration 8Q: 3 clusters Score -158474.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -158483.718750 Penalty: 2634.126709
	Iteration 9Q: 3 clusters Score -158483.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -158493.687500 Penalty: 2634.126709
	Iteration 10Q: 3 clusters Score -158493.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -158502.343750 Penalty: 2634.126709
	Iteration 11Q: 3 clusters Score -158502.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -158510.937500 Penalty: 2634.126709
	Iteration 12Q: 3 clusters Score -158510.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -158526.296875 Penalty: 2634.126709
	Iteration 13Q: 3 clusters Score -158526.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -158544.671875 Penalty: 2634.126709
	Iteration 14Q: 3 clusters Score -158544.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -158560.328125 Penalty: 2634.126709
	Iteration 15Q: 3 clusters Score -158560.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -158574.359375 Penalty: 2634.126709
	Iteration 16Q: 3 clusters Score -158574.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -158586.515625 Penalty: 2634.126709
	Iteration 17Q: 3 clusters Score -158586.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -158597.859375 Penalty: 2634.126709
	Iteration 18Q: 3 clusters Score -158597.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -158610.328125 Penalty: 2634.126709
	Iteration 19Q: 3 clusters Score -158610.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -158627.359375 Penalty: 2634.126709
	Iteration 20F: 3 clusters Score -158627.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -158641.625000 Penalty: 2634.126709
	Iteration 21Q: 3 clusters Score -158641.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -158654.000000 Penalty: 2634.126709
	Iteration 22Q: 3 clusters Score -158654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -158666.000000 Penalty: 2634.126709
	Iteration 23Q: 3 clusters Score -158666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -158678.828125 Penalty: 2634.126709
	Iteration 24Q: 3 clusters Score -158678.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -158686.109375 Penalty: 2634.126709
	Iteration 25Q: 3 clusters Score -158686.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -158692.593750 Penalty: 2634.126709
	Iteration 26Q: 3 clusters Score -158692.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -158697.515625 Penalty: 2634.126709
	Iteration 27Q: 3 clusters Score -158697.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -158703.140625 Penalty: 2634.126709
	Iteration 28Q: 3 clusters Score -158703.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -158711.953125 Penalty: 2634.126709
	Iteration 29Q: 3 clusters Score -158712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -158721.828125 Penalty: 2634.126709
	Iteration 30Q: 3 clusters Score -158721.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -158739.671875 Penalty: 2634.126709
	Iteration 31Q: 3 clusters Score -158739.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -158755.687500 Penalty: 2634.126709
	Iteration 32Q: 3 clusters Score -158755.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -158766.203125 Penalty: 2634.126709
	Iteration 33Q: 3 clusters Score -158766.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -158775.234375 Penalty: 2634.126709
	Iteration 34Q: 3 clusters Score -158775.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -158785.890625 Penalty: 2634.126709
	Iteration 35Q: 3 clusters Score -158785.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -158796.921875 Penalty: 2634.126709
	Iteration 36Q: 3 clusters Score -158796.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -158809.046875 Penalty: 2634.126709
	Iteration 37Q: 3 clusters Score -158809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -158821.750000 Penalty: 2634.126709
	Iteration 38Q: 3 clusters Score -158821.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -158832.171875 Penalty: 2634.126709
	Iteration 39Q: 3 clusters Score -158832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -158840.171875 Penalty: 2634.126709
	Iteration 40F: 3 clusters Score -158840.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -158848.468750 Penalty: 2634.126709
	Iteration 41Q: 3 clusters Score -158848.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -158855.796875 Penalty: 2634.126709
	Iteration 42Q: 3 clusters Score -158855.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -158863.671875 Penalty: 2634.126709
	Iteration 43Q: 3 clusters Score -158863.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -158871.343750 Penalty: 2634.126709
	Iteration 44Q: 3 clusters Score -158871.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -158879.625000 Penalty: 2634.126709
	Iteration 45Q: 3 clusters Score -158879.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -158888.281250 Penalty: 2634.126709
	Iteration 46Q: 3 clusters Score -158888.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -158895.468750 Penalty: 2634.126709
	Iteration 47Q: 3 clusters Score -158895.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -158903.906250 Penalty: 2634.126709
	Iteration 48Q: 3 clusters Score -158903.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -158912.015625 Penalty: 2634.126709
	Iteration 49Q: 3 clusters Score -158912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -158921.296875 Penalty: 2634.126709
	Iteration 50Q: 3 clusters Score -158921.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -158926.890625 Penalty: 2634.126709
	Iteration 51Q: 3 clusters Score -158926.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -158932.062500 Penalty: 2634.126709
	Iteration 52Q: 3 clusters Score -158932.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -158938.046875 Penalty: 2634.126709
	Iteration 53Q: 3 clusters Score -158938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -158944.453125 Penalty: 2634.126709
	Iteration 54Q: 3 clusters Score -158944.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -158951.375000 Penalty: 2634.126709
	Iteration 55Q: 3 clusters Score -158951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -158959.218750 Penalty: 2634.126709
	Iteration 56Q: 3 clusters Score -158959.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -158965.109375 Penalty: 2634.126709
	Iteration 57Q: 3 clusters Score -158965.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -158972.546875 Penalty: 2634.126709
	Iteration 58Q: 3 clusters Score -158972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -158977.453125 Penalty: 2634.126709
	Iteration 59Q: 3 clusters Score -158977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -158981.281250 Penalty: 2634.126709
	Iteration 60F: 3 clusters Score -158981.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -158985.140625 Penalty: 2634.126709
	Iteration 61Q: 3 clusters Score -158985.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -158989.187500 Penalty: 2634.126709
	Iteration 62Q: 3 clusters Score -158989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -158991.390625 Penalty: 2634.126709
	Iteration 63Q: 3 clusters Score -158991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -158994.281250 Penalty: 2634.126709
	Iteration 64Q: 3 clusters Score -158994.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -158996.906250 Penalty: 2634.126709
	Iteration 65Q: 3 clusters Score -158996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -158999.703125 Penalty: 2634.126709
	Iteration 66Q: 3 clusters Score -158999.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -159000.484375 Penalty: 2634.126709
	Iteration 67Q: 3 clusters Score -159000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -159002.187500 Penalty: 2634.126709
	Iteration 68Q: 3 clusters Score -159002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -159003.812500 Penalty: 2634.126709
	Iteration 69Q: 3 clusters Score -159003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -159004.562500 Penalty: 2634.126709
	Iteration 70Q: 3 clusters Score -159004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -159005.046875 Penalty: 2634.126709
	Iteration 71Q: 3 clusters Score -159005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -159005.375000 Penalty: 2634.126709
	Iteration 72Q: 3 clusters Score -159005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -159005.390625 Penalty: 2634.126709
	Iteration 73Q: 3 clusters Score -159005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -159005.390625 Penalty: 2634.126709
	Iteration 74F: 3 clusters Score -159005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Entering Unmasked Estep 
Score: -1280607.375000 Penalty: 1649.177368
	Iteration 0F: 2 clusters Score -1280607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1263339.625000 Penalty: 3298.354736
	Iteration 0F: 3 clusters Score -1263340 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1269801.125000 Penalty: 3298.354736
	Iteration 1F: 3 clusters Score -1269801 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1270503.375000 Penalty: 3298.354736
	Iteration 2F: 3 clusters Score -1270503 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1271486.500000 Penalty: 3298.354736
	Iteration 3F: 3 clusters Score -1271486 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1272758.125000 Penalty: 3298.354736
	Iteration 4F: 3 clusters Score -1272758 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1274367.625000 Penalty: 3298.354736
	Iteration 5F: 3 clusters Score -1274368 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1276159.875000 Penalty: 3298.354736
	Iteration 6F: 3 clusters Score -1276160 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1277622.375000 Penalty: 3298.354736
	Iteration 7F: 3 clusters Score -1277622 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1278421.250000 Penalty: 3298.354736
	Iteration 8Q: 3 clusters Score -1278421 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1278731.500000 Penalty: 3298.354736
	Iteration 9Q: 3 clusters Score -1278732 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1278858.000000 Penalty: 3298.354736
	Iteration 10Q: 3 clusters Score -1278858 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1278938.625000 Penalty: 3298.354736
	Iteration 11Q: 3 clusters Score -1278939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1278993.625000 Penalty: 3298.354736
	Iteration 12Q: 3 clusters Score -1278994 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1279049.625000 Penalty: 3298.354736
	Iteration 13Q: 3 clusters Score -1279050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1279097.750000 Penalty: 3298.354736
	Iteration 14Q: 3 clusters Score -1279098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1279128.125000 Penalty: 3298.354736
	Iteration 15Q: 3 clusters Score -1279128 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1279166.000000 Penalty: 3298.354736
	Iteration 16Q: 3 clusters Score -1279166 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1279204.625000 Penalty: 3298.354736
	Iteration 17Q: 3 clusters Score -1279205 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1279233.625000 Penalty: 3298.354736
	Iteration 18Q: 3 clusters Score -1279234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1279261.375000 Penalty: 3298.354736
	Iteration 19Q: 3 clusters Score -1279261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1279283.125000 Penalty: 3298.354736
	Iteration 20F: 3 clusters Score -1279283 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1279305.375000 Penalty: 3298.354736
	Iteration 21Q: 3 clusters Score -1279305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1279331.125000 Penalty: 3298.354736
	Iteration 22Q: 3 clusters Score -1279331 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1279354.875000 Penalty: 3298.354736
	Iteration 23Q: 3 clusters Score -1279355 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1279377.750000 Penalty: 3298.354736
	Iteration 24Q: 3 clusters Score -1279378 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1279395.750000 Penalty: 3298.354736
	Iteration 25Q: 3 clusters Score -1279396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1279421.625000 Penalty: 3298.354736
	Iteration 26Q: 3 clusters Score -1279422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1279447.875000 Penalty: 3298.354736
	Iteration 27Q: 3 clusters Score -1279448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1279471.875000 Penalty: 3298.354736
	Iteration 28Q: 3 clusters Score -1279472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1279497.375000 Penalty: 3298.354736
	Iteration 29Q: 3 clusters Score -1279497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1279531.500000 Penalty: 3298.354736
	Iteration 30Q: 3 clusters Score -1279532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1279555.500000 Penalty: 3298.354736
	Iteration 31Q: 3 clusters Score -1279556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1279584.125000 Penalty: 3298.354736
	Iteration 32Q: 3 clusters Score -1279584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1279613.000000 Penalty: 3298.354736
	Iteration 33Q: 3 clusters Score -1279613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1279630.750000 Penalty: 3298.354736
	Iteration 34Q: 3 clusters Score -1279631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1279649.000000 Penalty: 3298.354736
	Iteration 35Q: 3 clusters Score -1279649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1279660.250000 Penalty: 3298.354736
	Iteration 36Q: 3 clusters Score -1279660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1279673.000000 Penalty: 3298.354736
	Iteration 37Q: 3 clusters Score -1279673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1279688.750000 Penalty: 3298.354736
	Iteration 38Q: 3 clusters Score -1279689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1279702.000000 Penalty: 3298.354736
	Iteration 39Q: 3 clusters Score -1279702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1279709.875000 Penalty: 3298.354736
	Iteration 40F: 3 clusters Score -1279710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1279713.875000 Penalty: 3298.354736
	Iteration 41Q: 3 clusters Score -1279714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1279718.000000 Penalty: 3298.354736
	Iteration 42Q: 3 clusters Score -1279718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1279727.250000 Penalty: 3298.354736
	Iteration 43Q: 3 clusters Score -1279727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1279736.125000 Penalty: 3298.354736
	Iteration 44Q: 3 clusters Score -1279736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1279732.875000 Penalty: 3298.354736
	Iteration 45Q: 3 clusters Score -1279733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1279735.125000 Penalty: 3298.354736
	Iteration 46Q: 3 clusters Score -1279735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1279738.625000 Penalty: 3298.354736
	Iteration 47Q: 3 clusters Score -1279739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1279742.625000 Penalty: 3298.354736
	Iteration 48Q: 3 clusters Score -1279743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1279744.250000 Penalty: 3298.354736
	Iteration 49Q: 3 clusters Score -1279744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1279750.000000 Penalty: 3298.354736
	Iteration 50Q: 3 clusters Score -1279750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1279749.625000 Penalty: 3298.354736
	Iteration 51Q: 3 clusters Score -1279750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1279750.625000 Penalty: 3298.354736
	Iteration 52Q: 3 clusters Score -1279751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1279752.500000 Penalty: 3298.354736
	Iteration 53Q: 3 clusters Score -1279752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1279756.125000 Penalty: 3298.354736
	Iteration 54Q: 3 clusters Score -1279756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1279756.125000 Penalty: 3298.354736
	Iteration 55Q: 3 clusters Score -1279756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1279755.625000 Penalty: 3298.354736
	Iteration 56Q: 3 clusters Score -1279756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1279761.000000 Penalty: 3298.354736
	Iteration 57Q: 3 clusters Score -1279761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1279760.500000 Penalty: 3298.354736
	Iteration 58Q: 3 clusters Score -1279760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1279762.250000 Penalty: 3298.354736
	Iteration 59Q: 3 clusters Score -1279762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1279760.750000 Penalty: 3298.354736
	Iteration 60F: 3 clusters Score -1279761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1279767.875000 Penalty: 3298.354736
	Iteration 61Q: 3 clusters Score -1279768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1279772.625000 Penalty: 3298.354736
	Iteration 62Q: 3 clusters Score -1279773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1279771.750000 Penalty: 3298.354736
	Iteration 63Q: 3 clusters Score -1279772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1279774.375000 Penalty: 3298.354736
	Iteration 64Q: 3 clusters Score -1279774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1279773.750000 Penalty: 3298.354736
	Iteration 65Q: 3 clusters Score -1279774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1279773.375000 Penalty: 3298.354736
	Iteration 66Q: 3 clusters Score -1279773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1279775.000000 Penalty: 3298.354736
	Iteration 67Q: 3 clusters Score -1279775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1279775.500000 Penalty: 3298.354736
	Iteration 68Q: 3 clusters Score -1279776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1279777.125000 Penalty: 3298.354736
	Iteration 69Q: 3 clusters Score -1279777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1279778.000000 Penalty: 3298.354736
	Iteration 70Q: 3 clusters Score -1279778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1279778.875000 Penalty: 3298.354736
	Iteration 71Q: 3 clusters Score -1279779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1279778.875000 Penalty: 3298.354736
	Iteration 72F: 3 clusters Score -1279779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Entering Unmasked Estep 
Score: -2325836.000000 Penalty: 1750.986816
	Iteration 0F: 2 clusters Score -2325836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2294029.000000 Penalty: 3501.973633
	Iteration 0F: 3 clusters Score -2294029 nChanged 22353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2306317.750000 Penalty: 3501.973633
	Iteration 1F: 3 clusters Score -2306318 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2306923.750000 Penalty: 3501.973633
	Iteration 2Q: 3 clusters Score -2306924 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2307734.250000 Penalty: 3501.973633
	Iteration 3Q: 3 clusters Score -2307734 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2308929.500000 Penalty: 3501.973633
	Iteration 4Q: 3 clusters Score -2308930 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2310565.250000 Penalty: 3501.973633
	Iteration 5F: 3 clusters Score -2310565 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2312400.500000 Penalty: 3501.973633
	Iteration 6F: 3 clusters Score -2312400 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2314281.750000 Penalty: 3501.973633
	Iteration 7F: 3 clusters Score -2314282 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2316012.250000 Penalty: 3501.973633
	Iteration 8F: 3 clusters Score -2316012 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2317621.000000 Penalty: 3501.973633
	Iteration 9F: 3 clusters Score -2317621 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2318954.250000 Penalty: 3501.973633
	Iteration 10Q: 3 clusters Score -2318954 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2319778.500000 Penalty: 3501.973633
	Iteration 11Q: 3 clusters Score -2319778 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2320180.500000 Penalty: 3501.973633
	Iteration 12Q: 3 clusters Score -2320180 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2320360.500000 Penalty: 3501.973633
	Iteration 13Q: 3 clusters Score -2320360 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2320487.000000 Penalty: 3501.973633
	Iteration 14Q: 3 clusters Score -2320487 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2320599.250000 Penalty: 3501.973633
	Iteration 15Q: 3 clusters Score -2320599 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2320688.000000 Penalty: 3501.973633
	Iteration 16Q: 3 clusters Score -2320688 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2320778.000000 Penalty: 3501.973633
	Iteration 17Q: 3 clusters Score -2320778 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2320883.250000 Penalty: 3501.973633
	Iteration 18Q: 3 clusters Score -2320883 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -2320969.750000 Penalty: 3501.973633
	Iteration 19Q: 3 clusters Score -2320970 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -2321096.000000 Penalty: 3501.973633
	Iteration 20F: 3 clusters Score -2321096 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -2321194.500000 Penalty: 3501.973633
	Iteration 21Q: 3 clusters Score -2321194 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -2321292.000000 Penalty: 3501.973633
	Iteration 22Q: 3 clusters Score -2321292 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -2321402.500000 Penalty: 3501.973633
	Iteration 23Q: 3 clusters Score -2321402 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -2321535.000000 Penalty: 3501.973633
	Iteration 24Q: 3 clusters Score -2321535 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -2321633.000000 Penalty: 3501.973633
	Iteration 25Q: 3 clusters Score -2321633 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -2321766.750000 Penalty: 3501.973633
	Iteration 26Q: 3 clusters Score -2321767 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -2321900.750000 Penalty: 3501.973633
	Iteration 27Q: 3 clusters Score -2321901 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -2322068.500000 Penalty: 3501.973633
	Iteration 28Q: 3 clusters Score -2322068 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -2322264.500000 Penalty: 3501.973633
	Iteration 29Q: 3 clusters Score -2322264 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -2322468.750000 Penalty: 3501.973633
	Iteration 30Q: 3 clusters Score -2322469 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -2322699.250000 Penalty: 3501.973633
	Iteration 31Q: 3 clusters Score -2322699 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -2322948.750000 Penalty: 3501.973633
	Iteration 32Q: 3 clusters Score -2322949 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -2323242.750000 Penalty: 3501.973633
	Iteration 33Q: 3 clusters Score -2323243 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -2323494.750000 Penalty: 3501.973633
	Iteration 34Q: 3 clusters Score -2323495 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -2323695.750000 Penalty: 3501.973633
	Iteration 35Q: 3 clusters Score -2323696 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -2323887.000000 Penalty: 3501.973633
	Iteration 36Q: 3 clusters Score -2323887 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -2324014.500000 Penalty: 3501.973633
	Iteration 37Q: 3 clusters Score -2324014 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -2324167.000000 Penalty: 3501.973633
	Iteration 38Q: 3 clusters Score -2324167 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -2324307.000000 Penalty: 3501.973633
	Iteration 39Q: 3 clusters Score -2324307 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -2324445.500000 Penalty: 3501.973633
	Iteration 40F: 3 clusters Score -2324446 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -2324578.500000 Penalty: 3501.973633
	Iteration 41Q: 3 clusters Score -2324578 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -2324721.250000 Penalty: 3501.973633
	Iteration 42Q: 3 clusters Score -2324721 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -2324831.750000 Penalty: 3501.973633
	Iteration 43Q: 3 clusters Score -2324832 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -2324949.750000 Penalty: 3501.973633
	Iteration 44Q: 3 clusters Score -2324950 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -2325052.250000 Penalty: 3501.973633
	Iteration 45Q: 3 clusters Score -2325052 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -2325156.000000 Penalty: 3501.973633
	Iteration 46Q: 3 clusters Score -2325156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -2325231.500000 Penalty: 3501.973633
	Iteration 47Q: 3 clusters Score -2325232 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -2325300.500000 Penalty: 3501.973633
	Iteration 48Q: 3 clusters Score -2325300 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -2325393.000000 Penalty: 3501.973633
	Iteration 49Q: 3 clusters Score -2325393 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -2325449.500000 Penalty: 3501.973633
	Iteration 50Q: 3 clusters Score -2325450 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -2325512.500000 Penalty: 3501.973633
	Iteration 51Q: 3 clusters Score -2325512 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -2325589.000000 Penalty: 3501.973633
	Iteration 52Q: 3 clusters Score -2325589 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -2325644.250000 Penalty: 3501.973633
	Iteration 53Q: 3 clusters Score -2325644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -2325690.250000 Penalty: 3501.973633
	Iteration 54Q: 3 clusters Score -2325690 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -2325735.250000 Penalty: 3501.973633
	Iteration 55Q: 3 clusters Score -2325735 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -2325765.750000 Penalty: 3501.973633
	Iteration 56Q: 3 clusters Score -2325766 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -2325804.000000 Penalty: 3501.973633
	Iteration 57Q: 3 clusters Score -2325804 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -2325824.750000 Penalty: 3501.973633
	Iteration 58Q: 3 clusters Score -2325825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -2325844.250000 Penalty: 3501.973633
	Iteration 59Q: 3 clusters Score -2325844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -2325864.250000 Penalty: 3501.973633
	Iteration 60F: 3 clusters Score -2325864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -2325895.750000 Penalty: 3501.973633
	Iteration 61Q: 3 clusters Score -2325896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -2325911.000000 Penalty: 3501.973633
	Iteration 62Q: 3 clusters Score -2325911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -2325920.500000 Penalty: 3501.973633
	Iteration 63Q: 3 clusters Score -2325920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -2325937.750000 Penalty: 3501.973633
	Iteration 64Q: 3 clusters Score -2325938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -2325939.000000 Penalty: 3501.973633
	Iteration 65Q: 3 clusters Score -2325939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -2325944.500000 Penalty: 3501.973633
	Iteration 66Q: 3 clusters Score -2325944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -2325956.250000 Penalty: 3501.973633
	Iteration 67Q: 3 clusters Score -2325956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -2325958.500000 Penalty: 3501.973633
	Iteration 68Q: 3 clusters Score -2325958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -2325964.000000 Penalty: 3501.973633
	Iteration 69Q: 3 clusters Score -2325964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -2325960.750000 Penalty: 3501.973633
	Iteration 70Q: 3 clusters Score -2325961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -2325959.500000 Penalty: 3501.973633
	Iteration 71Q: 3 clusters Score -2325960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -2325963.000000 Penalty: 3501.973633
	Iteration 72Q: 3 clusters Score -2325963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -2325966.000000 Penalty: 3501.973633
	Iteration 73Q: 3 clusters Score -2325966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -2325967.500000 Penalty: 3501.973633
	Iteration 74Q: 3 clusters Score -2325968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -2325971.500000 Penalty: 3501.973633
	Iteration 75Q: 3 clusters Score -2325972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -2325970.500000 Penalty: 3501.973633
	Iteration 76Q: 3 clusters Score -2325970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -2325969.750000 Penalty: 3501.973633
	Iteration 77Q: 3 clusters Score -2325970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -2325964.750000 Penalty: 3501.973633
	Iteration 78Q: 3 clusters Score -2325965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -2325972.750000 Penalty: 3501.973633
	Iteration 79Q: 3 clusters Score -2325973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -2325973.750000 Penalty: 3501.973633
	Iteration 80F: 3 clusters Score -2325974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -2325979.000000 Penalty: 3501.973633
	Iteration 81Q: 3 clusters Score -2325979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -2325976.000000 Penalty: 3501.973633
	Iteration 82Q: 3 clusters Score -2325976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -2325981.000000 Penalty: 3501.973633
	Iteration 83Q: 3 clusters Score -2325981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -2325979.500000 Penalty: 3501.973633
	Iteration 84Q: 3 clusters Score -2325980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -2325978.250000 Penalty: 3501.973633
	Iteration 85Q: 3 clusters Score -2325978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -2325976.250000 Penalty: 3501.973633
	Iteration 86Q: 3 clusters Score -2325976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -2325977.000000 Penalty: 3501.973633
	Iteration 87Q: 3 clusters Score -2325977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -2325976.250000 Penalty: 3501.973633
	Iteration 88Q: 3 clusters Score -2325976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -2325972.750000 Penalty: 3501.973633
	Iteration 89Q: 3 clusters Score -2325973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -2325975.500000 Penalty: 3501.973633
	Iteration 90Q: 3 clusters Score -2325976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -2325976.250000 Penalty: 3501.973633
	Iteration 91Q: 3 clusters Score -2325976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -2325981.250000 Penalty: 3501.973633
	Iteration 92Q: 3 clusters Score -2325981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -2325981.000000 Penalty: 3501.973633
	Iteration 93Q: 3 clusters Score -2325981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -2325984.750000 Penalty: 3501.973633
	Iteration 94Q: 3 clusters Score -2325985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -2325986.500000 Penalty: 3501.973633
	Iteration 95Q: 3 clusters Score -2325986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -2325986.500000 Penalty: 3501.973633
	Iteration 96Q: 3 clusters Score -2325986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -2325989.250000 Penalty: 3501.973633
	Iteration 97Q: 3 clusters Score -2325989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -2325987.250000 Penalty: 3501.973633
	Iteration 98Q: 3 clusters Score -2325987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -2325991.000000 Penalty: 3501.973633
	Iteration 99Q: 3 clusters Score -2325991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -2325991.750000 Penalty: 3501.973633
	Iteration 100F: 3 clusters Score -2325992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -2325995.000000 Penalty: 3501.973633
	Iteration 101Q: 3 clusters Score -2325995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -2325993.000000 Penalty: 3501.973633
	Iteration 102Q: 3 clusters Score -2325993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -2325997.750000 Penalty: 3501.973633
	Iteration 103Q: 3 clusters Score -2325998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -2325995.750000 Penalty: 3501.973633
	Iteration 104Q: 3 clusters Score -2325996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -2325997.250000 Penalty: 3501.973633
	Iteration 105Q: 3 clusters Score -2325997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -2325997.000000 Penalty: 3501.973633
	Iteration 106Q: 3 clusters Score -2325997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -2325998.250000 Penalty: 3501.973633
	Iteration 107Q: 3 clusters Score -2325998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -2326000.000000 Penalty: 3501.973633
	Iteration 108Q: 3 clusters Score -2326000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -2326000.000000 Penalty: 3501.973633
	Iteration 109F: 3 clusters Score -2326000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6434 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7372 members 
Mstep: Class 10 contains 8801 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620991 members 
Mstep: Class 13 contains 45473 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25560 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
Score: -37533124.000000 Penalty: 44203.796875
Splitting cluster 20 changes total score from -37533448.000000 to -37533124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Entering Unmasked Estep 
Score: -371709.437500 Penalty: 1453.658813
	Iteration 0F: 2 clusters Score -371709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -366023.156250 Penalty: 2907.317627
	Iteration 0F: 3 clusters Score -366023.2 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -367692.343750 Penalty: 2907.317627
	Iteration 1F: 3 clusters Score -367692.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -367914.625000 Penalty: 2907.317627
	Iteration 2F: 3 clusters Score -367914.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -368074.125000 Penalty: 2907.317627
	Iteration 3Q: 3 clusters Score -368074.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -368210.093750 Penalty: 2907.317627
	Iteration 4Q: 3 clusters Score -368210.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -368338.750000 Penalty: 2907.317627
	Iteration 5Q: 3 clusters Score -368338.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -368451.875000 Penalty: 2907.317627
	Iteration 6Q: 3 clusters Score -368451.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -368568.437500 Penalty: 2907.317627
	Iteration 7Q: 3 clusters Score -368568.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -368700.125000 Penalty: 2907.317627
	Iteration 8Q: 3 clusters Score -368700.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -368854.218750 Penalty: 2907.317627
	Iteration 9Q: 3 clusters Score -368854.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -369032.718750 Penalty: 2907.317627
	Iteration 10Q: 3 clusters Score -369032.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -369241.125000 Penalty: 2907.317627
	Iteration 11Q: 3 clusters Score -369241.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -369458.750000 Penalty: 2907.317627
	Iteration 12Q: 3 clusters Score -369458.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -369683.281250 Penalty: 2907.317627
	Iteration 13Q: 3 clusters Score -369683.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -369901.093750 Penalty: 2907.317627
	Iteration 14Q: 3 clusters Score -369901.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -370094.468750 Penalty: 2907.317627
	Iteration 15Q: 3 clusters Score -370094.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -370233.750000 Penalty: 2907.317627
	Iteration 16Q: 3 clusters Score -370233.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -370309.375000 Penalty: 2907.317627
	Iteration 17Q: 3 clusters Score -370309.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -370382.562500 Penalty: 2907.317627
	Iteration 18Q: 3 clusters Score -370382.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -370449.812500 Penalty: 2907.317627
	Iteration 19Q: 3 clusters Score -370449.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -370484.718750 Penalty: 2907.317627
	Iteration 20F: 3 clusters Score -370484.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -370519.031250 Penalty: 2907.317627
	Iteration 21Q: 3 clusters Score -370519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -370543.937500 Penalty: 2907.317627
	Iteration 22Q: 3 clusters Score -370543.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -370565.250000 Penalty: 2907.317627
	Iteration 23Q: 3 clusters Score -370565.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -370583.406250 Penalty: 2907.317627
	Iteration 24Q: 3 clusters Score -370583.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -370616.843750 Penalty: 2907.317627
	Iteration 25Q: 3 clusters Score -370616.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -370633.437500 Penalty: 2907.317627
	Iteration 26Q: 3 clusters Score -370633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -370649.562500 Penalty: 2907.317627
	Iteration 27Q: 3 clusters Score -370649.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -370662.718750 Penalty: 2907.317627
	Iteration 28Q: 3 clusters Score -370662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -370667.500000 Penalty: 2907.317627
	Iteration 29Q: 3 clusters Score -370667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -370670.000000 Penalty: 2907.317627
	Iteration 30Q: 3 clusters Score -370670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -370673.312500 Penalty: 2907.317627
	Iteration 31Q: 3 clusters Score -370673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -370674.906250 Penalty: 2907.317627
	Iteration 32Q: 3 clusters Score -370674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -370678.937500 Penalty: 2907.317627
	Iteration 33Q: 3 clusters Score -370678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -370681.281250 Penalty: 2907.317627
	Iteration 34Q: 3 clusters Score -370681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -370683.218750 Penalty: 2907.317627
	Iteration 35Q: 3 clusters Score -370683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -370684.250000 Penalty: 2907.317627
	Iteration 36Q: 3 clusters Score -370684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -370687.125000 Penalty: 2907.317627
	Iteration 37Q: 3 clusters Score -370687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -370687.750000 Penalty: 2907.317627
	Iteration 38Q: 3 clusters Score -370687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -370688.406250 Penalty: 2907.317627
	Iteration 39Q: 3 clusters Score -370688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -370688.406250 Penalty: 2907.317627
	Iteration 40F: 3 clusters Score -370688.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -663860.625000 Penalty: 1545.109863
	Iteration 0F: 2 clusters Score -663860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -654405.875000 Penalty: 3090.219727
	Iteration 0F: 3 clusters Score -654405.9 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -657836.437500 Penalty: 3090.219727
	Iteration 1F: 3 clusters Score -657836.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -658238.750000 Penalty: 3090.219727
	Iteration 2F: 3 clusters Score -658238.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -658660.375000 Penalty: 3090.219727
	Iteration 3F: 3 clusters Score -658660.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -659166.125000 Penalty: 3090.219727
	Iteration 4F: 3 clusters Score -659166.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -659738.250000 Penalty: 3090.219727
	Iteration 5F: 3 clusters Score -659738.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -660383.812500 Penalty: 3090.219727
	Iteration 6F: 3 clusters Score -660383.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -661080.937500 Penalty: 3090.219727
	Iteration 7F: 3 clusters Score -661080.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -661805.875000 Penalty: 3090.219727
	Iteration 8F: 3 clusters Score -661805.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -662254.437500 Penalty: 3090.219727
	Iteration 9Q: 3 clusters Score -662254.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -662427.875000 Penalty: 3090.219727
	Iteration 10Q: 3 clusters Score -662427.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -662522.250000 Penalty: 3090.219727
	Iteration 11Q: 3 clusters Score -662522.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -662607.875000 Penalty: 3090.219727
	Iteration 12Q: 3 clusters Score -662607.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -662680.562500 Penalty: 3090.219727
	Iteration 13Q: 3 clusters Score -662680.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -662730.125000 Penalty: 3090.219727
	Iteration 14Q: 3 clusters Score -662730.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -662768.187500 Penalty: 3090.219727
	Iteration 15Q: 3 clusters Score -662768.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -662795.875000 Penalty: 3090.219727
	Iteration 16Q: 3 clusters Score -662795.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -662813.687500 Penalty: 3090.219727
	Iteration 17Q: 3 clusters Score -662813.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -662823.062500 Penalty: 3090.219727
	Iteration 18Q: 3 clusters Score -662823.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -662832.625000 Penalty: 3090.219727
	Iteration 19Q: 3 clusters Score -662832.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -662835.625000 Penalty: 3090.219727
	Iteration 20F: 3 clusters Score -662835.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -662843.312500 Penalty: 3090.219727
	Iteration 21Q: 3 clusters Score -662843.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -662847.750000 Penalty: 3090.219727
	Iteration 22Q: 3 clusters Score -662847.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -662849.000000 Penalty: 3090.219727
	Iteration 23Q: 3 clusters Score -662849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -662855.250000 Penalty: 3090.219727
	Iteration 24Q: 3 clusters Score -662855.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -662857.875000 Penalty: 3090.219727
	Iteration 25Q: 3 clusters Score -662857.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -662860.125000 Penalty: 3090.219727
	Iteration 26Q: 3 clusters Score -662860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -662862.312500 Penalty: 3090.219727
	Iteration 27Q: 3 clusters Score -662862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -662864.750000 Penalty: 3090.219727
	Iteration 28Q: 3 clusters Score -662864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -662866.000000 Penalty: 3090.219727
	Iteration 29Q: 3 clusters Score -662866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -662866.750000 Penalty: 3090.219727
	Iteration 30Q: 3 clusters Score -662866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -662867.750000 Penalty: 3090.219727
	Iteration 31Q: 3 clusters Score -662867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -662867.437500 Penalty: 3090.219727
	Iteration 32Q: 3 clusters Score -662867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -662867.687500 Penalty: 3090.219727
	Iteration 33Q: 3 clusters Score -662867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -662867.125000 Penalty: 3090.219727
	Iteration 34Q: 3 clusters Score -662867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -662866.812500 Penalty: 3090.219727
	Iteration 35Q: 3 clusters Score -662866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -662867.875000 Penalty: 3090.219727
	Iteration 36Q: 3 clusters Score -662867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -662867.437500 Penalty: 3090.219727
	Iteration 37Q: 3 clusters Score -662867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -662867.937500 Penalty: 3090.219727
	Iteration 38Q: 3 clusters Score -662867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -662868.125000 Penalty: 3090.219727
	Iteration 39Q: 3 clusters Score -662868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -662868.125000 Penalty: 3090.219727
	Iteration 40F: 3 clusters Score -662868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -154144.296875 Penalty: 1302.436890
	Iteration 0F: 2 clusters Score -154144.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -151428.375000 Penalty: 2604.873779
	Iteration 0F: 3 clusters Score -151428.4 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -152028.234375 Penalty: 2604.873779
	Iteration 1F: 3 clusters Score -152028.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -152128.421875 Penalty: 2604.873779
	Iteration 2F: 3 clusters Score -152128.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -152189.312500 Penalty: 2604.873779
	Iteration 3Q: 3 clusters Score -152189.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -152231.140625 Penalty: 2604.873779
	Iteration 4Q: 3 clusters Score -152231.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -152268.640625 Penalty: 2604.873779
	Iteration 5Q: 3 clusters Score -152268.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -152300.937500 Penalty: 2604.873779
	Iteration 6Q: 3 clusters Score -152300.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -152324.156250 Penalty: 2604.873779
	Iteration 7Q: 3 clusters Score -152324.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -152351.984375 Penalty: 2604.873779
	Iteration 8Q: 3 clusters Score -152352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -152376.578125 Penalty: 2604.873779
	Iteration 9Q: 3 clusters Score -152376.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -152391.234375 Penalty: 2604.873779
	Iteration 10Q: 3 clusters Score -152391.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -152405.609375 Penalty: 2604.873779
	Iteration 11Q: 3 clusters Score -152405.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -152419.078125 Penalty: 2604.873779
	Iteration 12Q: 3 clusters Score -152419.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -152436.093750 Penalty: 2604.873779
	Iteration 13Q: 3 clusters Score -152436.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -152458.343750 Penalty: 2604.873779
	Iteration 14Q: 3 clusters Score -152458.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -152475.187500 Penalty: 2604.873779
	Iteration 15Q: 3 clusters Score -152475.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -152502.156250 Penalty: 2604.873779
	Iteration 16Q: 3 clusters Score -152502.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -152532.187500 Penalty: 2604.873779
	Iteration 17Q: 3 clusters Score -152532.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -152559.640625 Penalty: 2604.873779
	Iteration 18Q: 3 clusters Score -152559.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -152595.562500 Penalty: 2604.873779
	Iteration 19Q: 3 clusters Score -152595.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -152634.203125 Penalty: 2604.873779
	Iteration 20F: 3 clusters Score -152634.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -152666.531250 Penalty: 2604.873779
	Iteration 21Q: 3 clusters Score -152666.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -152702.703125 Penalty: 2604.873779
	Iteration 22Q: 3 clusters Score -152702.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -152738.453125 Penalty: 2604.873779
	Iteration 23Q: 3 clusters Score -152738.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -152777.296875 Penalty: 2604.873779
	Iteration 24Q: 3 clusters Score -152777.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -152810.937500 Penalty: 2604.873779
	Iteration 25Q: 3 clusters Score -152810.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -152834.890625 Penalty: 2604.873779
	Iteration 26Q: 3 clusters Score -152834.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -152856.750000 Penalty: 2604.873779
	Iteration 27Q: 3 clusters Score -152856.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -152872.765625 Penalty: 2604.873779
	Iteration 28Q: 3 clusters Score -152872.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -152888.546875 Penalty: 2604.873779
	Iteration 29Q: 3 clusters Score -152888.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -152901.609375 Penalty: 2604.873779
	Iteration 30Q: 3 clusters Score -152901.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -152916.703125 Penalty: 2604.873779
	Iteration 31Q: 3 clusters Score -152916.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -152928.765625 Penalty: 2604.873779
	Iteration 32Q: 3 clusters Score -152928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -152934.531250 Penalty: 2604.873779
	Iteration 33Q: 3 clusters Score -152934.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -152942.187500 Penalty: 2604.873779
	Iteration 34Q: 3 clusters Score -152942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -152948.875000 Penalty: 2604.873779
	Iteration 35Q: 3 clusters Score -152948.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -152954.796875 Penalty: 2604.873779
	Iteration 36Q: 3 clusters Score -152954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -152961.031250 Penalty: 2604.873779
	Iteration 37Q: 3 clusters Score -152961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -152972.015625 Penalty: 2604.873779
	Iteration 38Q: 3 clusters Score -152972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -152980.953125 Penalty: 2604.873779
	Iteration 39Q: 3 clusters Score -152981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -152985.640625 Penalty: 2604.873779
	Iteration 40F: 3 clusters Score -152985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -152991.859375 Penalty: 2604.873779
	Iteration 41Q: 3 clusters Score -152991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -152994.156250 Penalty: 2604.873779
	Iteration 42Q: 3 clusters Score -152994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -152995.390625 Penalty: 2604.873779
	Iteration 43Q: 3 clusters Score -152995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -152997.218750 Penalty: 2604.873779
	Iteration 44Q: 3 clusters Score -152997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -152999.687500 Penalty: 2604.873779
	Iteration 45Q: 3 clusters Score -152999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -153000.531250 Penalty: 2604.873779
	Iteration 46Q: 3 clusters Score -153000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -153001.171875 Penalty: 2604.873779
	Iteration 47Q: 3 clusters Score -153001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -153001.859375 Penalty: 2604.873779
	Iteration 48Q: 3 clusters Score -153001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -153001.875000 Penalty: 2604.873779
	Iteration 49Q: 3 clusters Score -153001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -153001.875000 Penalty: 2604.873779
	Iteration 50F: 3 clusters Score -153001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6434 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 7372 members 
Mstep: Class 10 contains 8801 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620991 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25560 members 
Mstep: Class 20 contains 47825 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533456.000000 Penalty: 41993.605469
Iteration 159Q: 20 clusters Score -3.753346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 7370 members 
Mstep: Class 10 contains 8806 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620978 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25572 members 
Mstep: Class 20 contains 47829 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533464.000000 Penalty: 41993.605469
Iteration 160F: 20 clusters Score -3.753346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7758 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620969 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25578 members 
Mstep: Class 20 contains 47834 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533460.000000 Penalty: 41993.605469
Iteration 161Q: 20 clusters Score -3.753346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 7367 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620962 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25583 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533468.000000 Penalty: 41993.605469
Iteration 162Q: 20 clusters Score -3.753347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7752 members 
Mstep: Class 9 contains 7366 members 
Mstep: Class 10 contains 8823 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620953 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25591 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533488.000000 Penalty: 41993.605469
Iteration 163Q: 20 clusters Score -3.753349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 8827 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620945 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533464.000000 Penalty: 41993.605469
Iteration 164Q: 20 clusters Score -3.753346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 8833 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620932 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25604 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533480.000000 Penalty: 41993.605469
Iteration 165Q: 20 clusters Score -3.753348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8837 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620920 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25613 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533476.000000 Penalty: 41993.605469
Iteration 166Q: 20 clusters Score -3.753348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8848 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620902 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25620 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533480.000000 Penalty: 41993.605469
Iteration 167Q: 20 clusters Score -3.753348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8854 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620890 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25626 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533484.000000 Penalty: 41993.605469
Iteration 168Q: 20 clusters Score -3.753348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8862 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620877 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25631 members 
Mstep: Class 20 contains 47837 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533508.000000 Penalty: 41993.605469
Iteration 169Q: 20 clusters Score -3.753351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8869 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620864 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 20 contains 47839 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533488.000000 Penalty: 41993.605469
Iteration 170Q: 20 clusters Score -3.753349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620853 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 20 contains 47841 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533484.000000 Penalty: 41993.605469
Iteration 171Q: 20 clusters Score -3.753348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620843 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25639 members 
Mstep: Class 20 contains 47844 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533492.000000 Penalty: 41993.605469
Iteration 172Q: 20 clusters Score -3.753349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6434 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8880 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620834 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25643 members 
Mstep: Class 20 contains 47847 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533476.000000 Penalty: 41993.605469
Iteration 173Q: 20 clusters Score -3.753348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620827 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25648 members 
Mstep: Class 20 contains 47851 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533472.000000 Penalty: 41993.605469
Iteration 174Q: 20 clusters Score -3.753347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620823 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25651 members 
Mstep: Class 20 contains 47852 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533444.000000 Penalty: 41993.605469
Iteration 175Q: 20 clusters Score -3.753344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620822 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25652 members 
Mstep: Class 20 contains 47853 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533444.000000 Penalty: 41993.605469
Iteration 176Q: 20 clusters Score -3.753344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620819 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 20 contains 47854 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533436.000000 Penalty: 41993.605469
Iteration 177Q: 20 clusters Score -3.753344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620818 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 20 contains 47855 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533428.000000 Penalty: 41993.605469
Iteration 178Q: 20 clusters Score -3.753343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620818 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 20 contains 47855 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37533428.000000 Penalty: 41993.605469
Iteration 179F: 20 clusters Score -3.753343e+07 nChanged 0
Entering ConstructFrom: 
Score: -37533428.000000 Penalty: 41993.605469
Entering ConstructFrom: 
Trying to split cluster 1 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -100665.632812 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -100665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98547.445312 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -98547.45 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -98982.148438 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -98982.15 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -99082.445312 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -99082.45 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -99133.171875 Penalty: 2484.131836
	Iteration 3Q: 3 clusters Score -99133.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -99176.585938 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -99176.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -99209.117188 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -99209.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -99234.671875 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -99234.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -99263.554688 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -99263.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99293.351562 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -99293.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -99313.398438 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -99313.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -99326.625000 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -99326.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -99335.695312 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -99335.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99345.617188 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -99345.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -99353.195312 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -99353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99363.914062 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -99363.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99373.656250 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -99373.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99382.203125 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -99382.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99395.265625 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -99395.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99406.281250 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -99406.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99416.359375 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -99416.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99424.476562 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -99424.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99428.453125 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -99428.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99431.648438 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -99431.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99437.695312 Penalty: 2484.131836
	Iteration 23Q: 3 clusters Score -99437.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99442.718750 Penalty: 2484.131836
	Iteration 24Q: 3 clusters Score -99442.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99447.304688 Penalty: 2484.131836
	Iteration 25Q: 3 clusters Score -99447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99449.890625 Penalty: 2484.131836
	Iteration 26Q: 3 clusters Score -99449.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99451.062500 Penalty: 2484.131836
	Iteration 27Q: 3 clusters Score -99451.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99451.734375 Penalty: 2484.131836
	Iteration 28Q: 3 clusters Score -99451.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -99452.960938 Penalty: 2484.131836
	Iteration 29Q: 3 clusters Score -99452.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99454.421875 Penalty: 2484.131836
	Iteration 30Q: 3 clusters Score -99454.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99456.843750 Penalty: 2484.131836
	Iteration 31Q: 3 clusters Score -99456.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99461.398438 Penalty: 2484.131836
	Iteration 32Q: 3 clusters Score -99461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99465.109375 Penalty: 2484.131836
	Iteration 33Q: 3 clusters Score -99465.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99466.937500 Penalty: 2484.131836
	Iteration 34Q: 3 clusters Score -99466.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99470.328125 Penalty: 2484.131836
	Iteration 35Q: 3 clusters Score -99470.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99471.890625 Penalty: 2484.131836
	Iteration 36Q: 3 clusters Score -99471.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99473.593750 Penalty: 2484.131836
	Iteration 37Q: 3 clusters Score -99473.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99475.531250 Penalty: 2484.131836
	Iteration 38Q: 3 clusters Score -99475.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99478.109375 Penalty: 2484.131836
	Iteration 39Q: 3 clusters Score -99478.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99480.328125 Penalty: 2484.131836
	Iteration 40F: 3 clusters Score -99480.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99485.101562 Penalty: 2484.131836
	Iteration 41Q: 3 clusters Score -99485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99487.765625 Penalty: 2484.131836
	Iteration 42Q: 3 clusters Score -99487.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99488.414062 Penalty: 2484.131836
	Iteration 43Q: 3 clusters Score -99488.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99488.968750 Penalty: 2484.131836
	Iteration 44Q: 3 clusters Score -99488.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -99489.132812 Penalty: 2484.131836
	Iteration 45Q: 3 clusters Score -99489.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99489.625000 Penalty: 2484.131836
	Iteration 46Q: 3 clusters Score -99489.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99490.054688 Penalty: 2484.131836
	Iteration 47Q: 3 clusters Score -99490.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99491.234375 Penalty: 2484.131836
	Iteration 48Q: 3 clusters Score -99491.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99491.234375 Penalty: 2484.131836
	Iteration 49F: 3 clusters Score -99491.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -737356.500000 Penalty: 1572.374023
	Iteration 0F: 2 clusters Score -737356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -726363.687500 Penalty: 3144.748047
	Iteration 0F: 3 clusters Score -726363.7 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -730173.250000 Penalty: 3144.748047
	Iteration 1F: 3 clusters Score -730173.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -730429.437500 Penalty: 3144.748047
	Iteration 2Q: 3 clusters Score -730429.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -730640.562500 Penalty: 3144.748047
	Iteration 3Q: 3 clusters Score -730640.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -730872.250000 Penalty: 3144.748047
	Iteration 4Q: 3 clusters Score -730872.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -731148.812500 Penalty: 3144.748047
	Iteration 5Q: 3 clusters Score -731148.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -731523.875000 Penalty: 3144.748047
	Iteration 6Q: 3 clusters Score -731523.9 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -732074.250000 Penalty: 3144.748047
	Iteration 7F: 3 clusters Score -732074.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -732828.500000 Penalty: 3144.748047
	Iteration 8F: 3 clusters Score -732828.5 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -733713.000000 Penalty: 3144.748047
	Iteration 9F: 3 clusters Score -733713 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -734528.687500 Penalty: 3144.748047
	Iteration 10F: 3 clusters Score -734528.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -735159.750000 Penalty: 3144.748047
	Iteration 11Q: 3 clusters Score -735159.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -735567.750000 Penalty: 3144.748047
	Iteration 12Q: 3 clusters Score -735567.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -735765.625000 Penalty: 3144.748047
	Iteration 13Q: 3 clusters Score -735765.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -735867.812500 Penalty: 3144.748047
	Iteration 14Q: 3 clusters Score -735867.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -735917.875000 Penalty: 3144.748047
	Iteration 15Q: 3 clusters Score -735917.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -735942.312500 Penalty: 3144.748047
	Iteration 16Q: 3 clusters Score -735942.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -735961.187500 Penalty: 3144.748047
	Iteration 17Q: 3 clusters Score -735961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -735981.187500 Penalty: 3144.748047
	Iteration 18Q: 3 clusters Score -735981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -735993.750000 Penalty: 3144.748047
	Iteration 19Q: 3 clusters Score -735993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -735996.687500 Penalty: 3144.748047
	Iteration 20F: 3 clusters Score -735996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -317744.656250 Penalty: 1424.994385
	Iteration 0F: 2 clusters Score -317744.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -312787.437500 Penalty: 2849.988770
	Iteration 0F: 3 clusters Score -312787.4 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -314228.812500 Penalty: 2849.988770
	Iteration 1F: 3 clusters Score -314228.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -314428.750000 Penalty: 2849.988770
	Iteration 2F: 3 clusters Score -314428.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -314567.656250 Penalty: 2849.988770
	Iteration 3F: 3 clusters Score -314567.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -314686.187500 Penalty: 2849.988770
	Iteration 4Q: 3 clusters Score -314686.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -314796.937500 Penalty: 2849.988770
	Iteration 5Q: 3 clusters Score -314796.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -314907.187500 Penalty: 2849.988770
	Iteration 6Q: 3 clusters Score -314907.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -315036.875000 Penalty: 2849.988770
	Iteration 7Q: 3 clusters Score -315036.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -315212.125000 Penalty: 2849.988770
	Iteration 8Q: 3 clusters Score -315212.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -315420.000000 Penalty: 2849.988770
	Iteration 9Q: 3 clusters Score -315420 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -315649.781250 Penalty: 2849.988770
	Iteration 10Q: 3 clusters Score -315649.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -315881.687500 Penalty: 2849.988770
	Iteration 11Q: 3 clusters Score -315881.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -316089.718750 Penalty: 2849.988770
	Iteration 12Q: 3 clusters Score -316089.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -316263.781250 Penalty: 2849.988770
	Iteration 13Q: 3 clusters Score -316263.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -316376.718750 Penalty: 2849.988770
	Iteration 14Q: 3 clusters Score -316376.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -316446.406250 Penalty: 2849.988770
	Iteration 15Q: 3 clusters Score -316446.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -316488.812500 Penalty: 2849.988770
	Iteration 16Q: 3 clusters Score -316488.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -316516.375000 Penalty: 2849.988770
	Iteration 17Q: 3 clusters Score -316516.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -316547.968750 Penalty: 2849.988770
	Iteration 18Q: 3 clusters Score -316548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -316588.625000 Penalty: 2849.988770
	Iteration 19Q: 3 clusters Score -316588.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -316612.781250 Penalty: 2849.988770
	Iteration 20F: 3 clusters Score -316612.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -316626.281250 Penalty: 2849.988770
	Iteration 21Q: 3 clusters Score -316626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -316633.500000 Penalty: 2849.988770
	Iteration 22Q: 3 clusters Score -316633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -316636.843750 Penalty: 2849.988770
	Iteration 23Q: 3 clusters Score -316636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -316640.093750 Penalty: 2849.988770
	Iteration 24Q: 3 clusters Score -316640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -316647.218750 Penalty: 2849.988770
	Iteration 25Q: 3 clusters Score -316647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -316653.062500 Penalty: 2849.988770
	Iteration 26Q: 3 clusters Score -316653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -316658.156250 Penalty: 2849.988770
	Iteration 27Q: 3 clusters Score -316658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -316661.468750 Penalty: 2849.988770
	Iteration 28Q: 3 clusters Score -316661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -316670.875000 Penalty: 2849.988770
	Iteration 29Q: 3 clusters Score -316670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -316673.781250 Penalty: 2849.988770
	Iteration 30Q: 3 clusters Score -316673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -316674.781250 Penalty: 2849.988770
	Iteration 31Q: 3 clusters Score -316674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -316675.468750 Penalty: 2849.988770
	Iteration 32Q: 3 clusters Score -316675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -316676.781250 Penalty: 2849.988770
	Iteration 33Q: 3 clusters Score -316676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -316676.781250 Penalty: 2849.988770
	Iteration 34F: 3 clusters Score -316676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -89435.812500 Penalty: 1240.028809
	Iteration 0F: 2 clusters Score -89435.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -87294.156250 Penalty: 2480.057617
	Iteration 0F: 3 clusters Score -87294.16 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -87798.554688 Penalty: 2480.057617
	Iteration 1F: 3 clusters Score -87798.55 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -87983.718750 Penalty: 2480.057617
	Iteration 2F: 3 clusters Score -87983.72 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -88106.460938 Penalty: 2480.057617
	Iteration 3F: 3 clusters Score -88106.46 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -88204.492188 Penalty: 2480.057617
	Iteration 4F: 3 clusters Score -88204.49 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -88277.046875 Penalty: 2480.057617
	Iteration 5Q: 3 clusters Score -88277.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -88340.617188 Penalty: 2480.057617
	Iteration 6Q: 3 clusters Score -88340.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -88384.523438 Penalty: 2480.057617
	Iteration 7Q: 3 clusters Score -88384.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -88426.703125 Penalty: 2480.057617
	Iteration 8Q: 3 clusters Score -88426.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -88453.546875 Penalty: 2480.057617
	Iteration 9Q: 3 clusters Score -88453.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -88469.398438 Penalty: 2480.057617
	Iteration 10Q: 3 clusters Score -88469.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -88481.101562 Penalty: 2480.057617
	Iteration 11Q: 3 clusters Score -88481.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -88492.031250 Penalty: 2480.057617
	Iteration 12Q: 3 clusters Score -88492.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -88503.406250 Penalty: 2480.057617
	Iteration 13Q: 3 clusters Score -88503.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -88515.062500 Penalty: 2480.057617
	Iteration 14Q: 3 clusters Score -88515.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -88527.656250 Penalty: 2480.057617
	Iteration 15Q: 3 clusters Score -88527.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -88535.218750 Penalty: 2480.057617
	Iteration 16Q: 3 clusters Score -88535.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -88540.359375 Penalty: 2480.057617
	Iteration 17Q: 3 clusters Score -88540.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -88544.601562 Penalty: 2480.057617
	Iteration 18Q: 3 clusters Score -88544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -88547.796875 Penalty: 2480.057617
	Iteration 19Q: 3 clusters Score -88547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -88551.070312 Penalty: 2480.057617
	Iteration 20F: 3 clusters Score -88551.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -88553.437500 Penalty: 2480.057617
	Iteration 21Q: 3 clusters Score -88553.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -88555.265625 Penalty: 2480.057617
	Iteration 22Q: 3 clusters Score -88555.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -88556.320312 Penalty: 2480.057617
	Iteration 23Q: 3 clusters Score -88556.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -88557.421875 Penalty: 2480.057617
	Iteration 24Q: 3 clusters Score -88557.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -88557.687500 Penalty: 2480.057617
	Iteration 25Q: 3 clusters Score -88557.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -88557.859375 Penalty: 2480.057617
	Iteration 26Q: 3 clusters Score -88557.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -88557.859375 Penalty: 2480.057617
	Iteration 27F: 3 clusters Score -88557.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -127366.093750 Penalty: 1275.831665
	Iteration 0F: 2 clusters Score -127366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -124887.054688 Penalty: 2551.663330
	Iteration 0F: 3 clusters Score -124887.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -125441.320312 Penalty: 2551.663330
	Iteration 1F: 3 clusters Score -125441.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -125561.460938 Penalty: 2551.663330
	Iteration 2F: 3 clusters Score -125561.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -125626.593750 Penalty: 2551.663330
	Iteration 3Q: 3 clusters Score -125626.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -125666.296875 Penalty: 2551.663330
	Iteration 4Q: 3 clusters Score -125666.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -125692.156250 Penalty: 2551.663330
	Iteration 5Q: 3 clusters Score -125692.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -125716.273438 Penalty: 2551.663330
	Iteration 6Q: 3 clusters Score -125716.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -125730.562500 Penalty: 2551.663330
	Iteration 7Q: 3 clusters Score -125730.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -125741.820312 Penalty: 2551.663330
	Iteration 8Q: 3 clusters Score -125741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -125744.750000 Penalty: 2551.663330
	Iteration 9Q: 3 clusters Score -125744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -125748.359375 Penalty: 2551.663330
	Iteration 10Q: 3 clusters Score -125748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -125753.468750 Penalty: 2551.663330
	Iteration 11Q: 3 clusters Score -125753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -125758.054688 Penalty: 2551.663330
	Iteration 12Q: 3 clusters Score -125758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -125761.757812 Penalty: 2551.663330
	Iteration 13Q: 3 clusters Score -125761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -125764.195312 Penalty: 2551.663330
	Iteration 14Q: 3 clusters Score -125764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -125765.703125 Penalty: 2551.663330
	Iteration 15Q: 3 clusters Score -125765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -125767.257812 Penalty: 2551.663330
	Iteration 16Q: 3 clusters Score -125767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -125769.718750 Penalty: 2551.663330
	Iteration 17Q: 3 clusters Score -125769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125771.250000 Penalty: 2551.663330
	Iteration 18Q: 3 clusters Score -125771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125772.421875 Penalty: 2551.663330
	Iteration 19Q: 3 clusters Score -125772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125772.640625 Penalty: 2551.663330
	Iteration 20F: 3 clusters Score -125772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -125772.992188 Penalty: 2551.663330
	Iteration 21Q: 3 clusters Score -125773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -125773.335938 Penalty: 2551.663330
	Iteration 22Q: 3 clusters Score -125773.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125773.781250 Penalty: 2551.663330
	Iteration 23Q: 3 clusters Score -125773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125773.781250 Penalty: 2551.663330
	Iteration 24F: 3 clusters Score -125773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Entering Unmasked Estep 
Score: -433428.343750 Penalty: 1465.813354
	Iteration 0F: 2 clusters Score -433428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -427427.406250 Penalty: 2931.626709
	Iteration 0F: 3 clusters Score -427427.4 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -429249.218750 Penalty: 2931.626709
	Iteration 1F: 3 clusters Score -429249.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -429481.625000 Penalty: 2931.626709
	Iteration 2F: 3 clusters Score -429481.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -429678.406250 Penalty: 2931.626709
	Iteration 3F: 3 clusters Score -429678.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -429883.250000 Penalty: 2931.626709
	Iteration 4Q: 3 clusters Score -429883.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -430166.968750 Penalty: 2931.626709
	Iteration 5F: 3 clusters Score -430167 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -430524.468750 Penalty: 2931.626709
	Iteration 6F: 3 clusters Score -430524.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -430948.125000 Penalty: 2931.626709
	Iteration 7F: 3 clusters Score -430948.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -431402.062500 Penalty: 2931.626709
	Iteration 8F: 3 clusters Score -431402.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -431750.250000 Penalty: 2931.626709
	Iteration 9Q: 3 clusters Score -431750.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -431996.562500 Penalty: 2931.626709
	Iteration 10Q: 3 clusters Score -431996.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -432112.812500 Penalty: 2931.626709
	Iteration 11Q: 3 clusters Score -432112.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -432160.312500 Penalty: 2931.626709
	Iteration 12Q: 3 clusters Score -432160.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -432190.062500 Penalty: 2931.626709
	Iteration 13Q: 3 clusters Score -432190.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -432212.843750 Penalty: 2931.626709
	Iteration 14Q: 3 clusters Score -432212.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -432230.593750 Penalty: 2931.626709
	Iteration 15Q: 3 clusters Score -432230.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -432239.812500 Penalty: 2931.626709
	Iteration 16Q: 3 clusters Score -432239.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -432248.093750 Penalty: 2931.626709
	Iteration 17Q: 3 clusters Score -432248.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -432257.875000 Penalty: 2931.626709
	Iteration 18Q: 3 clusters Score -432257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -432264.625000 Penalty: 2931.626709
	Iteration 19Q: 3 clusters Score -432264.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -432268.312500 Penalty: 2931.626709
	Iteration 20F: 3 clusters Score -432268.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -432272.312500 Penalty: 2931.626709
	Iteration 21Q: 3 clusters Score -432272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -432275.718750 Penalty: 2931.626709
	Iteration 22Q: 3 clusters Score -432275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -432277.125000 Penalty: 2931.626709
	Iteration 23Q: 3 clusters Score -432277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -432281.187500 Penalty: 2931.626709
	Iteration 24Q: 3 clusters Score -432281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -432282.812500 Penalty: 2931.626709
	Iteration 25Q: 3 clusters Score -432282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -432284.437500 Penalty: 2931.626709
	Iteration 26Q: 3 clusters Score -432284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -432286.187500 Penalty: 2931.626709
	Iteration 27Q: 3 clusters Score -432286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -432290.000000 Penalty: 2931.626709
	Iteration 28Q: 3 clusters Score -432290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -432291.656250 Penalty: 2931.626709
	Iteration 29Q: 3 clusters Score -432291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -432293.000000 Penalty: 2931.626709
	Iteration 30Q: 3 clusters Score -432293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -432294.843750 Penalty: 2931.626709
	Iteration 31Q: 3 clusters Score -432294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -432294.843750 Penalty: 2931.626709
	Iteration 32F: 3 clusters Score -432294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Entering Unmasked Estep 
Score: -390956.875000 Penalty: 1460.317871
	Iteration 0F: 2 clusters Score -390956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -385095.125000 Penalty: 2920.635742
	Iteration 0F: 3 clusters Score -385095.1 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -386833.031250 Penalty: 2920.635742
	Iteration 1F: 3 clusters Score -386833 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -387132.562500 Penalty: 2920.635742
	Iteration 2F: 3 clusters Score -387132.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -387410.312500 Penalty: 2920.635742
	Iteration 3F: 3 clusters Score -387410.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -387694.781250 Penalty: 2920.635742
	Iteration 4F: 3 clusters Score -387694.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -388023.875000 Penalty: 2920.635742
	Iteration 5F: 3 clusters Score -388023.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -388383.687500 Penalty: 2920.635742
	Iteration 6F: 3 clusters Score -388383.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -388767.937500 Penalty: 2920.635742
	Iteration 7F: 3 clusters Score -388767.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -389146.156250 Penalty: 2920.635742
	Iteration 8F: 3 clusters Score -389146.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -389427.406250 Penalty: 2920.635742
	Iteration 9Q: 3 clusters Score -389427.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -389616.812500 Penalty: 2920.635742
	Iteration 10Q: 3 clusters Score -389616.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -389734.937500 Penalty: 2920.635742
	Iteration 11Q: 3 clusters Score -389734.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -389801.093750 Penalty: 2920.635742
	Iteration 12Q: 3 clusters Score -389801.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -389842.531250 Penalty: 2920.635742
	Iteration 13Q: 3 clusters Score -389842.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -389870.375000 Penalty: 2920.635742
	Iteration 14Q: 3 clusters Score -389870.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -389894.062500 Penalty: 2920.635742
	Iteration 15Q: 3 clusters Score -389894.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -389909.468750 Penalty: 2920.635742
	Iteration 16Q: 3 clusters Score -389909.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -389918.343750 Penalty: 2920.635742
	Iteration 17Q: 3 clusters Score -389918.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -389927.593750 Penalty: 2920.635742
	Iteration 18Q: 3 clusters Score -389927.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -389933.531250 Penalty: 2920.635742
	Iteration 19Q: 3 clusters Score -389933.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -389940.437500 Penalty: 2920.635742
	Iteration 20F: 3 clusters Score -389940.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -389945.468750 Penalty: 2920.635742
	Iteration 21Q: 3 clusters Score -389945.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -389949.187500 Penalty: 2920.635742
	Iteration 22Q: 3 clusters Score -389949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -389953.000000 Penalty: 2920.635742
	Iteration 23Q: 3 clusters Score -389953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -389955.281250 Penalty: 2920.635742
	Iteration 24Q: 3 clusters Score -389955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -389957.000000 Penalty: 2920.635742
	Iteration 25Q: 3 clusters Score -389957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -389957.468750 Penalty: 2920.635742
	Iteration 26Q: 3 clusters Score -389957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -389959.281250 Penalty: 2920.635742
	Iteration 27Q: 3 clusters Score -389959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -389960.687500 Penalty: 2920.635742
	Iteration 28Q: 3 clusters Score -389960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -389962.750000 Penalty: 2920.635742
	Iteration 29Q: 3 clusters Score -389962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -389963.906250 Penalty: 2920.635742
	Iteration 30Q: 3 clusters Score -389963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -389964.281250 Penalty: 2920.635742
	Iteration 31Q: 3 clusters Score -389964.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -389965.750000 Penalty: 2920.635742
	Iteration 32Q: 3 clusters Score -389965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -389967.281250 Penalty: 2920.635742
	Iteration 33Q: 3 clusters Score -389967.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -389967.187500 Penalty: 2920.635742
	Iteration 34Q: 3 clusters Score -389967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -389967.812500 Penalty: 2920.635742
	Iteration 35Q: 3 clusters Score -389967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -389967.281250 Penalty: 2920.635742
	Iteration 36Q: 3 clusters Score -389967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -389968.500000 Penalty: 2920.635742
	Iteration 37Q: 3 clusters Score -389968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -389968.343750 Penalty: 2920.635742
	Iteration 38Q: 3 clusters Score -389968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -389968.531250 Penalty: 2920.635742
	Iteration 39Q: 3 clusters Score -389968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -389969.000000 Penalty: 2920.635742
	Iteration 40F: 3 clusters Score -389969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -397659.093750 Penalty: 1455.281250
	Iteration 0F: 2 clusters Score -397659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -391933.250000 Penalty: 2910.562500
	Iteration 0F: 3 clusters Score -391933.2 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -393633.875000 Penalty: 2910.562500
	Iteration 1F: 3 clusters Score -393633.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -393830.406250 Penalty: 2910.562500
	Iteration 2F: 3 clusters Score -393830.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -393950.812500 Penalty: 2910.562500
	Iteration 3Q: 3 clusters Score -393950.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -394050.125000 Penalty: 2910.562500
	Iteration 4Q: 3 clusters Score -394050.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -394131.500000 Penalty: 2910.562500
	Iteration 5Q: 3 clusters Score -394131.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -394204.937500 Penalty: 2910.562500
	Iteration 6Q: 3 clusters Score -394204.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -394270.750000 Penalty: 2910.562500
	Iteration 7Q: 3 clusters Score -394270.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -394337.156250 Penalty: 2910.562500
	Iteration 8Q: 3 clusters Score -394337.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -394404.187500 Penalty: 2910.562500
	Iteration 9Q: 3 clusters Score -394404.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -394469.812500 Penalty: 2910.562500
	Iteration 10Q: 3 clusters Score -394469.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -394548.625000 Penalty: 2910.562500
	Iteration 11Q: 3 clusters Score -394548.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -394645.125000 Penalty: 2910.562500
	Iteration 12Q: 3 clusters Score -394645.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -394792.843750 Penalty: 2910.562500
	Iteration 13Q: 3 clusters Score -394792.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -394994.187500 Penalty: 2910.562500
	Iteration 14Q: 3 clusters Score -394994.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -395197.031250 Penalty: 2910.562500
	Iteration 15Q: 3 clusters Score -395197 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -395410.156250 Penalty: 2910.562500
	Iteration 16Q: 3 clusters Score -395410.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -395637.125000 Penalty: 2910.562500
	Iteration 17Q: 3 clusters Score -395637.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -395842.250000 Penalty: 2910.562500
	Iteration 18Q: 3 clusters Score -395842.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -395973.906250 Penalty: 2910.562500
	Iteration 19Q: 3 clusters Score -395973.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -396081.281250 Penalty: 2910.562500
	Iteration 20F: 3 clusters Score -396081.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -396166.531250 Penalty: 2910.562500
	Iteration 21Q: 3 clusters Score -396166.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -396229.218750 Penalty: 2910.562500
	Iteration 22Q: 3 clusters Score -396229.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -396294.843750 Penalty: 2910.562500
	Iteration 23Q: 3 clusters Score -396294.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -396323.843750 Penalty: 2910.562500
	Iteration 24Q: 3 clusters Score -396323.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -396339.875000 Penalty: 2910.562500
	Iteration 25Q: 3 clusters Score -396339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -396348.312500 Penalty: 2910.562500
	Iteration 26Q: 3 clusters Score -396348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -396357.500000 Penalty: 2910.562500
	Iteration 27Q: 3 clusters Score -396357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -396361.718750 Penalty: 2910.562500
	Iteration 28Q: 3 clusters Score -396361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -396365.062500 Penalty: 2910.562500
	Iteration 29Q: 3 clusters Score -396365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -396367.593750 Penalty: 2910.562500
	Iteration 30Q: 3 clusters Score -396367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -396370.531250 Penalty: 2910.562500
	Iteration 31Q: 3 clusters Score -396370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -396372.125000 Penalty: 2910.562500
	Iteration 32Q: 3 clusters Score -396372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -396375.562500 Penalty: 2910.562500
	Iteration 33Q: 3 clusters Score -396375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -396378.562500 Penalty: 2910.562500
	Iteration 34Q: 3 clusters Score -396378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -396380.062500 Penalty: 2910.562500
	Iteration 35Q: 3 clusters Score -396380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -396385.218750 Penalty: 2910.562500
	Iteration 36Q: 3 clusters Score -396385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -396388.125000 Penalty: 2910.562500
	Iteration 37Q: 3 clusters Score -396388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -396391.312500 Penalty: 2910.562500
	Iteration 38Q: 3 clusters Score -396391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -396391.718750 Penalty: 2910.562500
	Iteration 39Q: 3 clusters Score -396391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -396391.718750 Penalty: 2910.562500
	Iteration 40F: 3 clusters Score -396391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Entering Unmasked Estep 
Score: -387259.781250 Penalty: 1446.958374
	Iteration 0F: 2 clusters Score -387259.8 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 3602 members 
Entering Unmasked Estep 
Score: -381690.937500 Penalty: 2893.916748
	Iteration 0F: 3 clusters Score -381690.9 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -383480.812500 Penalty: 2893.916748
	Iteration 1F: 3 clusters Score -383480.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -383696.625000 Penalty: 2893.916748
	Iteration 2F: 3 clusters Score -383696.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -383880.593750 Penalty: 2893.916748
	Iteration 3Q: 3 clusters Score -383880.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -384055.531250 Penalty: 2893.916748
	Iteration 4Q: 3 clusters Score -384055.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -384255.218750 Penalty: 2893.916748
	Iteration 5Q: 3 clusters Score -384255.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -384470.656250 Penalty: 2893.916748
	Iteration 6Q: 3 clusters Score -384470.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -384715.843750 Penalty: 2893.916748
	Iteration 7Q: 3 clusters Score -384715.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -384988.906250 Penalty: 2893.916748
	Iteration 8Q: 3 clusters Score -384988.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -385254.906250 Penalty: 2893.916748
	Iteration 9Q: 3 clusters Score -385254.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -385485.875000 Penalty: 2893.916748
	Iteration 10Q: 3 clusters Score -385485.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -385646.781250 Penalty: 2893.916748
	Iteration 11Q: 3 clusters Score -385646.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -385755.031250 Penalty: 2893.916748
	Iteration 12Q: 3 clusters Score -385755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -385822.281250 Penalty: 2893.916748
	Iteration 13Q: 3 clusters Score -385822.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -385871.343750 Penalty: 2893.916748
	Iteration 14Q: 3 clusters Score -385871.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -385901.250000 Penalty: 2893.916748
	Iteration 15Q: 3 clusters Score -385901.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -385913.218750 Penalty: 2893.916748
	Iteration 16Q: 3 clusters Score -385913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -385917.468750 Penalty: 2893.916748
	Iteration 17Q: 3 clusters Score -385917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -385922.687500 Penalty: 2893.916748
	Iteration 18Q: 3 clusters Score -385922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -385924.406250 Penalty: 2893.916748
	Iteration 19Q: 3 clusters Score -385924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -385927.218750 Penalty: 2893.916748
	Iteration 20F: 3 clusters Score -385927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -385929.125000 Penalty: 2893.916748
	Iteration 21Q: 3 clusters Score -385929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -385933.125000 Penalty: 2893.916748
	Iteration 22Q: 3 clusters Score -385933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -385934.750000 Penalty: 2893.916748
	Iteration 23Q: 3 clusters Score -385934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -385942.125000 Penalty: 2893.916748
	Iteration 24Q: 3 clusters Score -385942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -385943.656250 Penalty: 2893.916748
	Iteration 25Q: 3 clusters Score -385943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -385944.500000 Penalty: 2893.916748
	Iteration 26Q: 3 clusters Score -385944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -385945.093750 Penalty: 2893.916748
	Iteration 27Q: 3 clusters Score -385945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -385945.093750 Penalty: 2893.916748
	Iteration 28F: 3 clusters Score -385945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Entering Unmasked Estep 
Score: -440624.406250 Penalty: 1477.359619
	Iteration 0F: 2 clusters Score -440624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -434258.750000 Penalty: 2954.719238
	Iteration 0F: 3 clusters Score -434258.8 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -436545.218750 Penalty: 2954.719238
	Iteration 1F: 3 clusters Score -436545.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -437510.125000 Penalty: 2954.719238
	Iteration 2F: 3 clusters Score -437510.1 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -438517.625000 Penalty: 2954.719238
	Iteration 3F: 3 clusters Score -438517.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -439514.781250 Penalty: 2954.719238
	Iteration 4F: 3 clusters Score -439514.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -440275.656250 Penalty: 2954.719238
	Iteration 5F: 3 clusters Score -440275.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -440669.312500 Penalty: 2954.719238
	Iteration 6F: 3 clusters Score -440669.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -440823.500000 Penalty: 2954.719238
	Iteration 7Q: 3 clusters Score -440823.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -440885.593750 Penalty: 2954.719238
	Iteration 8Q: 3 clusters Score -440885.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -440925.687500 Penalty: 2954.719238
	Iteration 9Q: 3 clusters Score -440925.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -440947.968750 Penalty: 2954.719238
	Iteration 10Q: 3 clusters Score -440948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -440959.406250 Penalty: 2954.719238
	Iteration 11Q: 3 clusters Score -440959.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -440968.406250 Penalty: 2954.719238
	Iteration 12Q: 3 clusters Score -440968.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -440976.656250 Penalty: 2954.719238
	Iteration 13Q: 3 clusters Score -440976.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -440982.343750 Penalty: 2954.719238
	Iteration 14Q: 3 clusters Score -440982.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -440991.281250 Penalty: 2954.719238
	Iteration 15Q: 3 clusters Score -440991.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -440996.843750 Penalty: 2954.719238
	Iteration 16Q: 3 clusters Score -440996.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -440998.625000 Penalty: 2954.719238
	Iteration 17Q: 3 clusters Score -440998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -440999.968750 Penalty: 2954.719238
	Iteration 18Q: 3 clusters Score -441000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -441000.718750 Penalty: 2954.719238
	Iteration 19Q: 3 clusters Score -441000.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -441007.218750 Penalty: 2954.719238
	Iteration 20F: 3 clusters Score -441007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -441008.781250 Penalty: 2954.719238
	Iteration 21Q: 3 clusters Score -441008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -441010.312500 Penalty: 2954.719238
	Iteration 22Q: 3 clusters Score -441010.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -441012.250000 Penalty: 2954.719238
	Iteration 23Q: 3 clusters Score -441012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -441011.843750 Penalty: 2954.719238
	Iteration 24Q: 3 clusters Score -441011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -441013.312500 Penalty: 2954.719238
	Iteration 25Q: 3 clusters Score -441013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -441013.562500 Penalty: 2954.719238
	Iteration 26Q: 3 clusters Score -441013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441016.687500 Penalty: 2954.719238
	Iteration 27Q: 3 clusters Score -441016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -441016.781250 Penalty: 2954.719238
	Iteration 28Q: 3 clusters Score -441016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -441016.781250 Penalty: 2954.719238
	Iteration 29F: 3 clusters Score -441016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620818 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 20 contains 47855 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
Score: -37533088.000000 Penalty: 44203.796875
Splitting cluster 10 changes total score from -37533428.000000 to -37533088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (12017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Entering Unmasked Estep 
Score: -593369.500000 Penalty: 1526.537598
	Iteration 0F: 2 clusters Score -593369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -584928.625000 Penalty: 3053.075195
	Iteration 0F: 3 clusters Score -584928.6 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -587682.937500 Penalty: 3053.075195
	Iteration 1F: 3 clusters Score -587682.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -587943.750000 Penalty: 3053.075195
	Iteration 2F: 3 clusters Score -587943.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -588158.625000 Penalty: 3053.075195
	Iteration 3Q: 3 clusters Score -588158.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -588348.812500 Penalty: 3053.075195
	Iteration 4Q: 3 clusters Score -588348.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -588545.187500 Penalty: 3053.075195
	Iteration 5Q: 3 clusters Score -588545.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -588795.062500 Penalty: 3053.075195
	Iteration 6Q: 3 clusters Score -588795.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -589114.000000 Penalty: 3053.075195
	Iteration 7Q: 3 clusters Score -589114 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -589567.687500 Penalty: 3053.075195
	Iteration 8F: 3 clusters Score -589567.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -590229.687500 Penalty: 3053.075195
	Iteration 9F: 3 clusters Score -590229.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -590989.125000 Penalty: 3053.075195
	Iteration 10F: 3 clusters Score -590989.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -591550.250000 Penalty: 3053.075195
	Iteration 11F: 3 clusters Score -591550.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -591906.500000 Penalty: 3053.075195
	Iteration 12Q: 3 clusters Score -591906.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -592077.187500 Penalty: 3053.075195
	Iteration 13Q: 3 clusters Score -592077.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -592154.750000 Penalty: 3053.075195
	Iteration 14Q: 3 clusters Score -592154.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -592214.375000 Penalty: 3053.075195
	Iteration 15Q: 3 clusters Score -592214.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -592255.062500 Penalty: 3053.075195
	Iteration 16Q: 3 clusters Score -592255.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -592282.625000 Penalty: 3053.075195
	Iteration 17Q: 3 clusters Score -592282.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -592302.500000 Penalty: 3053.075195
	Iteration 18Q: 3 clusters Score -592302.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -592316.937500 Penalty: 3053.075195
	Iteration 19Q: 3 clusters Score -592316.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -592332.000000 Penalty: 3053.075195
	Iteration 20F: 3 clusters Score -592332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -592340.250000 Penalty: 3053.075195
	Iteration 21Q: 3 clusters Score -592340.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -592348.500000 Penalty: 3053.075195
	Iteration 22Q: 3 clusters Score -592348.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -592359.750000 Penalty: 3053.075195
	Iteration 23Q: 3 clusters Score -592359.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -592361.812500 Penalty: 3053.075195
	Iteration 24Q: 3 clusters Score -592361.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -592368.375000 Penalty: 3053.075195
	Iteration 25Q: 3 clusters Score -592368.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -592371.187500 Penalty: 3053.075195
	Iteration 26Q: 3 clusters Score -592371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -592376.250000 Penalty: 3053.075195
	Iteration 27Q: 3 clusters Score -592376.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -592379.375000 Penalty: 3053.075195
	Iteration 28Q: 3 clusters Score -592379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -592381.187500 Penalty: 3053.075195
	Iteration 29Q: 3 clusters Score -592381.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -592386.687500 Penalty: 3053.075195
	Iteration 30Q: 3 clusters Score -592386.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -592390.687500 Penalty: 3053.075195
	Iteration 31Q: 3 clusters Score -592390.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -592392.750000 Penalty: 3053.075195
	Iteration 32Q: 3 clusters Score -592392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -592393.062500 Penalty: 3053.075195
	Iteration 33Q: 3 clusters Score -592393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -592393.500000 Penalty: 3053.075195
	Iteration 34Q: 3 clusters Score -592393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -592393.625000 Penalty: 3053.075195
	Iteration 35Q: 3 clusters Score -592393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -592394.625000 Penalty: 3053.075195
	Iteration 36Q: 3 clusters Score -592394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -592395.250000 Penalty: 3053.075195
	Iteration 37Q: 3 clusters Score -592395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -592394.625000 Penalty: 3053.075195
	Iteration 38Q: 3 clusters Score -592394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -592396.187500 Penalty: 3053.075195
	Iteration 39Q: 3 clusters Score -592396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -592397.937500 Penalty: 3053.075195
	Iteration 40F: 3 clusters Score -592397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -592398.937500 Penalty: 3053.075195
	Iteration 41Q: 3 clusters Score -592398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -592400.625000 Penalty: 3053.075195
	Iteration 42Q: 3 clusters Score -592400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -592399.875000 Penalty: 3053.075195
	Iteration 43Q: 3 clusters Score -592399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -592401.312500 Penalty: 3053.075195
	Iteration 44Q: 3 clusters Score -592401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -592402.500000 Penalty: 3053.075195
	Iteration 45Q: 3 clusters Score -592402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -592402.812500 Penalty: 3053.075195
	Iteration 46Q: 3 clusters Score -592402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -592403.812500 Penalty: 3053.075195
	Iteration 47Q: 3 clusters Score -592403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -592404.875000 Penalty: 3053.075195
	Iteration 48Q: 3 clusters Score -592404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -592404.875000 Penalty: 3053.075195
	Iteration 49F: 3 clusters Score -592404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (620818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620818 members 
Entering Unmasked Estep 
Score: -29281998.000000 Penalty: 2167.553711
	Iteration 0F: 2 clusters Score -2.9282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310644 members 
Mstep: Class 2 contains 310174 members 
Entering Unmasked Estep 
Score: -28859928.000000 Penalty: 4335.107422
	Iteration 0F: 3 clusters Score -2.885993e+07 nChanged 305093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314523 members 
Mstep: Class 2 contains 306295 members 
Entering Unmasked Estep 
Score: -29045176.000000 Penalty: 4335.107422
	Iteration 1F: 3 clusters Score -2.904518e+07 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318932 members 
Mstep: Class 2 contains 301886 members 
Entering Unmasked Estep 
Score: -29047902.000000 Penalty: 4335.107422
	Iteration 2Q: 3 clusters Score -2.90479e+07 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326134 members 
Mstep: Class 2 contains 294684 members 
Entering Unmasked Estep 
Score: -29051714.000000 Penalty: 4335.107422
	Iteration 3Q: 3 clusters Score -2.905171e+07 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337597 members 
Mstep: Class 2 contains 283221 members 
Entering Unmasked Estep 
Score: -29057560.000000 Penalty: 4335.107422
	Iteration 4Q: 3 clusters Score -2.905756e+07 nChanged 24986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354827 members 
Mstep: Class 2 contains 265991 members 
Entering Unmasked Estep 
Score: -29067692.000000 Penalty: 4335.107422
	Iteration 5Q: 3 clusters Score -2.906769e+07 nChanged 32290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379619 members 
Mstep: Class 2 contains 241199 members 
Entering Unmasked Estep 
Score: -29085274.000000 Penalty: 4335.107422
	Iteration 6F: 3 clusters Score -2.908527e+07 nChanged 39751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411844 members 
Mstep: Class 2 contains 208974 members 
Entering Unmasked Estep 
Score: -29112840.000000 Penalty: 4335.107422
	Iteration 7F: 3 clusters Score -2.911284e+07 nChanged 43485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447263 members 
Mstep: Class 2 contains 173555 members 
Entering Unmasked Estep 
Score: -29148398.000000 Penalty: 4335.107422
	Iteration 8F: 3 clusters Score -2.91484e+07 nChanged 39771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477940 members 
Mstep: Class 2 contains 142878 members 
Entering Unmasked Estep 
Score: -29182042.000000 Penalty: 4335.107422
	Iteration 9F: 3 clusters Score -2.918204e+07 nChanged 30871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500069 members 
Mstep: Class 2 contains 120749 members 
Entering Unmasked Estep 
Score: -29204890.000000 Penalty: 4335.107422
	Iteration 10Q: 3 clusters Score -2.920489e+07 nChanged 21704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516423 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -29217746.000000 Penalty: 4335.107422
	Iteration 11Q: 3 clusters Score -2.921775e+07 nChanged 15462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530335 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -29226312.000000 Penalty: 4335.107422
	Iteration 12Q: 3 clusters Score -2.922631e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543015 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -29233152.000000 Penalty: 4335.107422
	Iteration 13Q: 3 clusters Score -2.923315e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554953 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -29239738.000000 Penalty: 4335.107422
	Iteration 14Q: 3 clusters Score -2.923974e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566206 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -29245970.000000 Penalty: 4335.107422
	Iteration 15Q: 3 clusters Score -2.924597e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576359 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -29252224.000000 Penalty: 4335.107422
	Iteration 16Q: 3 clusters Score -2.925222e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585449 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -29257792.000000 Penalty: 4335.107422
	Iteration 17Q: 3 clusters Score -2.925779e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593506 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -29263074.000000 Penalty: 4335.107422
	Iteration 18Q: 3 clusters Score -2.926307e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600454 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -29267944.000000 Penalty: 4335.107422
	Iteration 19Q: 3 clusters Score -2.926794e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606153 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -29271844.000000 Penalty: 4335.107422
	Iteration 20F: 3 clusters Score -2.927184e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610629 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -29274644.000000 Penalty: 4335.107422
	Iteration 21Q: 3 clusters Score -2.927464e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613866 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -29276784.000000 Penalty: 4335.107422
	Iteration 22Q: 3 clusters Score -2.927678e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616016 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -29278120.000000 Penalty: 4335.107422
	Iteration 23Q: 3 clusters Score -2.927812e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617410 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -29278992.000000 Penalty: 4335.107422
	Iteration 24Q: 3 clusters Score -2.927899e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618253 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -29279582.000000 Penalty: 4335.107422
	Iteration 25Q: 3 clusters Score -2.927958e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618755 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -29279920.000000 Penalty: 4335.107422
	Iteration 26Q: 3 clusters Score -2.927992e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619047 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -29280182.000000 Penalty: 4335.107422
	Iteration 27Q: 3 clusters Score -2.928018e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619219 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -29280254.000000 Penalty: 4335.107422
	Iteration 28Q: 3 clusters Score -2.928025e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619333 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -29280360.000000 Penalty: 4335.107422
	Iteration 29Q: 3 clusters Score -2.928036e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619398 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -29280434.000000 Penalty: 4335.107422
	Iteration 30Q: 3 clusters Score -2.928043e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619444 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -29280520.000000 Penalty: 4335.107422
	Iteration 31Q: 3 clusters Score -2.928052e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619482 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -29280562.000000 Penalty: 4335.107422
	Iteration 32Q: 3 clusters Score -2.928056e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619518 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -29280610.000000 Penalty: 4335.107422
	Iteration 33Q: 3 clusters Score -2.928061e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619548 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -29280596.000000 Penalty: 4335.107422
	Iteration 34Q: 3 clusters Score -2.92806e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619567 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -29280634.000000 Penalty: 4335.107422
	Iteration 35Q: 3 clusters Score -2.928063e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619585 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -29280658.000000 Penalty: 4335.107422
	Iteration 36Q: 3 clusters Score -2.928066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619598 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -29280674.000000 Penalty: 4335.107422
	Iteration 37Q: 3 clusters Score -2.928067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619603 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -29280672.000000 Penalty: 4335.107422
	Iteration 38Q: 3 clusters Score -2.928067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619617 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -29280686.000000 Penalty: 4335.107422
	Iteration 39Q: 3 clusters Score -2.928069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619629 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -29280714.000000 Penalty: 4335.107422
	Iteration 40F: 3 clusters Score -2.928071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619603 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -29280770.000000 Penalty: 4335.107422
	Iteration 41Q: 3 clusters Score -2.928077e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619580 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -29280810.000000 Penalty: 4335.107422
	Iteration 42Q: 3 clusters Score -2.928081e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619567 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -29280770.000000 Penalty: 4335.107422
	Iteration 43Q: 3 clusters Score -2.928077e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619551 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -29280824.000000 Penalty: 4335.107422
	Iteration 44Q: 3 clusters Score -2.928082e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619540 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -29280860.000000 Penalty: 4335.107422
	Iteration 45Q: 3 clusters Score -2.928086e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619527 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -29280858.000000 Penalty: 4335.107422
	Iteration 46Q: 3 clusters Score -2.928086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619514 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -29280866.000000 Penalty: 4335.107422
	Iteration 47Q: 3 clusters Score -2.928087e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619507 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -29280866.000000 Penalty: 4335.107422
	Iteration 48Q: 3 clusters Score -2.928087e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619497 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -29280886.000000 Penalty: 4335.107422
	Iteration 49Q: 3 clusters Score -2.928089e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619470 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -29280926.000000 Penalty: 4335.107422
	Iteration 50Q: 3 clusters Score -2.928093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619448 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -29280974.000000 Penalty: 4335.107422
	Iteration 51Q: 3 clusters Score -2.928097e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619420 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -29280976.000000 Penalty: 4335.107422
	Iteration 52Q: 3 clusters Score -2.928098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619409 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -29280984.000000 Penalty: 4335.107422
	Iteration 53Q: 3 clusters Score -2.928098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619402 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -29281008.000000 Penalty: 4335.107422
	Iteration 54Q: 3 clusters Score -2.928101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619386 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -29281020.000000 Penalty: 4335.107422
	Iteration 55Q: 3 clusters Score -2.928102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619369 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -29281028.000000 Penalty: 4335.107422
	Iteration 56Q: 3 clusters Score -2.928103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619357 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -29281018.000000 Penalty: 4335.107422
	Iteration 57Q: 3 clusters Score -2.928102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619345 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -29281030.000000 Penalty: 4335.107422
	Iteration 58Q: 3 clusters Score -2.928103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619332 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -29281008.000000 Penalty: 4335.107422
	Iteration 59Q: 3 clusters Score -2.928101e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619326 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -29281006.000000 Penalty: 4335.107422
	Iteration 60F: 3 clusters Score -2.928101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619312 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -29281014.000000 Penalty: 4335.107422
	Iteration 61Q: 3 clusters Score -2.928101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619300 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -29281022.000000 Penalty: 4335.107422
	Iteration 62Q: 3 clusters Score -2.928102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619286 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -29281026.000000 Penalty: 4335.107422
	Iteration 63Q: 3 clusters Score -2.928103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619280 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -29281020.000000 Penalty: 4335.107422
	Iteration 64Q: 3 clusters Score -2.928102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619276 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -29281028.000000 Penalty: 4335.107422
	Iteration 65Q: 3 clusters Score -2.928103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619268 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -29281032.000000 Penalty: 4335.107422
	Iteration 66Q: 3 clusters Score -2.928103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619260 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -29281052.000000 Penalty: 4335.107422
	Iteration 67Q: 3 clusters Score -2.928105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619256 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -29281056.000000 Penalty: 4335.107422
	Iteration 68Q: 3 clusters Score -2.928106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619256 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -29281052.000000 Penalty: 4335.107422
	Iteration 69Q: 3 clusters Score -2.928105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619257 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -29281068.000000 Penalty: 4335.107422
	Iteration 70Q: 3 clusters Score -2.928107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619257 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -29281092.000000 Penalty: 4335.107422
	Iteration 71Q: 3 clusters Score -2.928109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619261 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -29281074.000000 Penalty: 4335.107422
	Iteration 72Q: 3 clusters Score -2.928107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619261 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -29281088.000000 Penalty: 4335.107422
	Iteration 73Q: 3 clusters Score -2.928109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619262 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -29281078.000000 Penalty: 4335.107422
	Iteration 74Q: 3 clusters Score -2.928108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619270 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -29281054.000000 Penalty: 4335.107422
	Iteration 75Q: 3 clusters Score -2.928105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619272 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -29281076.000000 Penalty: 4335.107422
	Iteration 76Q: 3 clusters Score -2.928108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619268 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -29281054.000000 Penalty: 4335.107422
	Iteration 77Q: 3 clusters Score -2.928105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619271 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -29281072.000000 Penalty: 4335.107422
	Iteration 78Q: 3 clusters Score -2.928107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619268 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -29281070.000000 Penalty: 4335.107422
	Iteration 79Q: 3 clusters Score -2.928107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619265 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -29281058.000000 Penalty: 4335.107422
	Iteration 80F: 3 clusters Score -2.928106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619266 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -29281068.000000 Penalty: 4335.107422
	Iteration 81Q: 3 clusters Score -2.928107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619264 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -29281082.000000 Penalty: 4335.107422
	Iteration 82Q: 3 clusters Score -2.928108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619263 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -29281076.000000 Penalty: 4335.107422
	Iteration 83Q: 3 clusters Score -2.928108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619260 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -29281080.000000 Penalty: 4335.107422
	Iteration 84Q: 3 clusters Score -2.928108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619259 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -29281082.000000 Penalty: 4335.107422
	Iteration 85Q: 3 clusters Score -2.928108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619257 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -29281094.000000 Penalty: 4335.107422
	Iteration 86Q: 3 clusters Score -2.928109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619253 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -29281094.000000 Penalty: 4335.107422
	Iteration 87Q: 3 clusters Score -2.928109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619248 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -29281080.000000 Penalty: 4335.107422
	Iteration 88Q: 3 clusters Score -2.928108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619240 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -29281100.000000 Penalty: 4335.107422
	Iteration 89Q: 3 clusters Score -2.92811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619237 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -29281100.000000 Penalty: 4335.107422
	Iteration 90Q: 3 clusters Score -2.92811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619237 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -29281094.000000 Penalty: 4335.107422
	Iteration 91Q: 3 clusters Score -2.928109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619237 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -29281082.000000 Penalty: 4335.107422
	Iteration 92Q: 3 clusters Score -2.928108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619236 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -29281076.000000 Penalty: 4335.107422
	Iteration 93Q: 3 clusters Score -2.928108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619234 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -29281096.000000 Penalty: 4335.107422
	Iteration 94Q: 3 clusters Score -2.92811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619234 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -29281102.000000 Penalty: 4335.107422
	Iteration 95Q: 3 clusters Score -2.92811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619234 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -29281086.000000 Penalty: 4335.107422
	Iteration 96Q: 3 clusters Score -2.928109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619232 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -29281090.000000 Penalty: 4335.107422
	Iteration 97Q: 3 clusters Score -2.928109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619231 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -29281100.000000 Penalty: 4335.107422
	Iteration 98Q: 3 clusters Score -2.92811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619231 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -29281088.000000 Penalty: 4335.107422
	Iteration 99Q: 3 clusters Score -2.928109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619231 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -29281088.000000 Penalty: 4335.107422
	Iteration 100F: 3 clusters Score -2.928109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -189790.531250 Penalty: 1343.793823
	Iteration 0F: 2 clusters Score -189790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -186551.218750 Penalty: 2687.587646
	Iteration 0F: 3 clusters Score -186551.2 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -187333.828125 Penalty: 2687.587646
	Iteration 1F: 3 clusters Score -187333.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -187563.546875 Penalty: 2687.587646
	Iteration 2F: 3 clusters Score -187563.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -187750.656250 Penalty: 2687.587646
	Iteration 3F: 3 clusters Score -187750.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -187881.546875 Penalty: 2687.587646
	Iteration 4F: 3 clusters Score -187881.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -187983.890625 Penalty: 2687.587646
	Iteration 5Q: 3 clusters Score -187983.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -188103.421875 Penalty: 2687.587646
	Iteration 6Q: 3 clusters Score -188103.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -188216.484375 Penalty: 2687.587646
	Iteration 7Q: 3 clusters Score -188216.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -188315.875000 Penalty: 2687.587646
	Iteration 8Q: 3 clusters Score -188315.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -188389.312500 Penalty: 2687.587646
	Iteration 9Q: 3 clusters Score -188389.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -188466.453125 Penalty: 2687.587646
	Iteration 10Q: 3 clusters Score -188466.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -188543.718750 Penalty: 2687.587646
	Iteration 11Q: 3 clusters Score -188543.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -188608.546875 Penalty: 2687.587646
	Iteration 12Q: 3 clusters Score -188608.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -188652.015625 Penalty: 2687.587646
	Iteration 13Q: 3 clusters Score -188652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -188675.406250 Penalty: 2687.587646
	Iteration 14Q: 3 clusters Score -188675.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -188684.109375 Penalty: 2687.587646
	Iteration 15Q: 3 clusters Score -188684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -188687.843750 Penalty: 2687.587646
	Iteration 16Q: 3 clusters Score -188687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -188690.718750 Penalty: 2687.587646
	Iteration 17Q: 3 clusters Score -188690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -188692.375000 Penalty: 2687.587646
	Iteration 18Q: 3 clusters Score -188692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -188694.312500 Penalty: 2687.587646
	Iteration 19Q: 3 clusters Score -188694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -188694.812500 Penalty: 2687.587646
	Iteration 20F: 3 clusters Score -188694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -160300.421875 Penalty: 1317.063354
	Iteration 0F: 2 clusters Score -160300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -157365.328125 Penalty: 2634.126709
	Iteration 0F: 3 clusters Score -157365.3 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -158125.218750 Penalty: 2634.126709
	Iteration 1F: 3 clusters Score -158125.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -158258.921875 Penalty: 2634.126709
	Iteration 2F: 3 clusters Score -158258.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -158339.906250 Penalty: 2634.126709
	Iteration 3F: 3 clusters Score -158339.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -158387.875000 Penalty: 2634.126709
	Iteration 4Q: 3 clusters Score -158387.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -158422.265625 Penalty: 2634.126709
	Iteration 5Q: 3 clusters Score -158422.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -158446.750000 Penalty: 2634.126709
	Iteration 6Q: 3 clusters Score -158446.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -158465.562500 Penalty: 2634.126709
	Iteration 7Q: 3 clusters Score -158465.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -158490.281250 Penalty: 2634.126709
	Iteration 8Q: 3 clusters Score -158490.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -158515.531250 Penalty: 2634.126709
	Iteration 9Q: 3 clusters Score -158515.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -158535.796875 Penalty: 2634.126709
	Iteration 10Q: 3 clusters Score -158535.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -158555.937500 Penalty: 2634.126709
	Iteration 11Q: 3 clusters Score -158555.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -158574.812500 Penalty: 2634.126709
	Iteration 12Q: 3 clusters Score -158574.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -158592.234375 Penalty: 2634.126709
	Iteration 13Q: 3 clusters Score -158592.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -158612.203125 Penalty: 2634.126709
	Iteration 14Q: 3 clusters Score -158612.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -158635.656250 Penalty: 2634.126709
	Iteration 15Q: 3 clusters Score -158635.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -158670.906250 Penalty: 2634.126709
	Iteration 16Q: 3 clusters Score -158670.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -158702.687500 Penalty: 2634.126709
	Iteration 17Q: 3 clusters Score -158702.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -158730.468750 Penalty: 2634.126709
	Iteration 18Q: 3 clusters Score -158730.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -158761.546875 Penalty: 2634.126709
	Iteration 19Q: 3 clusters Score -158761.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -158787.953125 Penalty: 2634.126709
	Iteration 20F: 3 clusters Score -158788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -158816.250000 Penalty: 2634.126709
	Iteration 21Q: 3 clusters Score -158816.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -158838.796875 Penalty: 2634.126709
	Iteration 22Q: 3 clusters Score -158838.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -158859.734375 Penalty: 2634.126709
	Iteration 23Q: 3 clusters Score -158859.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -158882.406250 Penalty: 2634.126709
	Iteration 24Q: 3 clusters Score -158882.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -158901.562500 Penalty: 2634.126709
	Iteration 25Q: 3 clusters Score -158901.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -158925.031250 Penalty: 2634.126709
	Iteration 26Q: 3 clusters Score -158925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -158951.203125 Penalty: 2634.126709
	Iteration 27Q: 3 clusters Score -158951.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -158976.171875 Penalty: 2634.126709
	Iteration 28Q: 3 clusters Score -158976.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -159001.109375 Penalty: 2634.126709
	Iteration 29Q: 3 clusters Score -159001.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -159033.125000 Penalty: 2634.126709
	Iteration 30Q: 3 clusters Score -159033.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -159063.593750 Penalty: 2634.126709
	Iteration 31Q: 3 clusters Score -159063.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -159107.875000 Penalty: 2634.126709
	Iteration 32Q: 3 clusters Score -159107.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -159142.515625 Penalty: 2634.126709
	Iteration 33Q: 3 clusters Score -159142.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -159165.109375 Penalty: 2634.126709
	Iteration 34Q: 3 clusters Score -159165.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -159180.390625 Penalty: 2634.126709
	Iteration 35Q: 3 clusters Score -159180.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -159202.031250 Penalty: 2634.126709
	Iteration 36Q: 3 clusters Score -159202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -159222.718750 Penalty: 2634.126709
	Iteration 37Q: 3 clusters Score -159222.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -159242.421875 Penalty: 2634.126709
	Iteration 38Q: 3 clusters Score -159242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -159253.250000 Penalty: 2634.126709
	Iteration 39Q: 3 clusters Score -159253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -159260.218750 Penalty: 2634.126709
	Iteration 40F: 3 clusters Score -159260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -159267.187500 Penalty: 2634.126709
	Iteration 41Q: 3 clusters Score -159267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -159269.609375 Penalty: 2634.126709
	Iteration 42Q: 3 clusters Score -159269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -159271.875000 Penalty: 2634.126709
	Iteration 43Q: 3 clusters Score -159271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -159273.640625 Penalty: 2634.126709
	Iteration 44Q: 3 clusters Score -159273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -159275.125000 Penalty: 2634.126709
	Iteration 45Q: 3 clusters Score -159275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -159277.046875 Penalty: 2634.126709
	Iteration 46Q: 3 clusters Score -159277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -159279.171875 Penalty: 2634.126709
	Iteration 47Q: 3 clusters Score -159279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -159280.609375 Penalty: 2634.126709
	Iteration 48Q: 3 clusters Score -159280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -159280.906250 Penalty: 2634.126709
	Iteration 49Q: 3 clusters Score -159280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -159280.906250 Penalty: 2634.126709
	Iteration 50F: 3 clusters Score -159280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Entering Unmasked Estep 
Score: -1285246.125000 Penalty: 1649.773804
	Iteration 0F: 2 clusters Score -1285246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1268048.750000 Penalty: 3299.547607
	Iteration 0F: 3 clusters Score -1268049 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1274455.500000 Penalty: 3299.547607
	Iteration 1F: 3 clusters Score -1274456 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1274760.125000 Penalty: 3299.547607
	Iteration 2Q: 3 clusters Score -1274760 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1275071.375000 Penalty: 3299.547607
	Iteration 3Q: 3 clusters Score -1275071 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1275486.250000 Penalty: 3299.547607
	Iteration 4Q: 3 clusters Score -1275486 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1276055.625000 Penalty: 3299.547607
	Iteration 5Q: 3 clusters Score -1276056 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1276800.500000 Penalty: 3299.547607
	Iteration 6F: 3 clusters Score -1276800 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1277823.500000 Penalty: 3299.547607
	Iteration 7F: 3 clusters Score -1277824 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1279139.625000 Penalty: 3299.547607
	Iteration 8F: 3 clusters Score -1279140 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1280566.625000 Penalty: 3299.547607
	Iteration 9F: 3 clusters Score -1280567 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1281854.875000 Penalty: 3299.547607
	Iteration 10F: 3 clusters Score -1281855 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1282741.000000 Penalty: 3299.547607
	Iteration 11Q: 3 clusters Score -1282741 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1283242.000000 Penalty: 3299.547607
	Iteration 12Q: 3 clusters Score -1283242 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1283515.625000 Penalty: 3299.547607
	Iteration 13Q: 3 clusters Score -1283516 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1283665.625000 Penalty: 3299.547607
	Iteration 14Q: 3 clusters Score -1283666 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1283759.875000 Penalty: 3299.547607
	Iteration 15Q: 3 clusters Score -1283760 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1283821.625000 Penalty: 3299.547607
	Iteration 16Q: 3 clusters Score -1283822 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1283887.750000 Penalty: 3299.547607
	Iteration 17Q: 3 clusters Score -1283888 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1283929.250000 Penalty: 3299.547607
	Iteration 18Q: 3 clusters Score -1283929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1283974.500000 Penalty: 3299.547607
	Iteration 19Q: 3 clusters Score -1283974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1284009.875000 Penalty: 3299.547607
	Iteration 20F: 3 clusters Score -1284010 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1284038.250000 Penalty: 3299.547607
	Iteration 21Q: 3 clusters Score -1284038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1284070.750000 Penalty: 3299.547607
	Iteration 22Q: 3 clusters Score -1284071 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1284095.500000 Penalty: 3299.547607
	Iteration 23Q: 3 clusters Score -1284096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1284130.375000 Penalty: 3299.547607
	Iteration 24Q: 3 clusters Score -1284130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1284159.625000 Penalty: 3299.547607
	Iteration 25Q: 3 clusters Score -1284160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1284187.750000 Penalty: 3299.547607
	Iteration 26Q: 3 clusters Score -1284188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1284210.500000 Penalty: 3299.547607
	Iteration 27Q: 3 clusters Score -1284210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1284229.250000 Penalty: 3299.547607
	Iteration 28Q: 3 clusters Score -1284229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1284248.500000 Penalty: 3299.547607
	Iteration 29Q: 3 clusters Score -1284248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1284269.500000 Penalty: 3299.547607
	Iteration 30Q: 3 clusters Score -1284270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1284284.875000 Penalty: 3299.547607
	Iteration 31Q: 3 clusters Score -1284285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1284298.875000 Penalty: 3299.547607
	Iteration 32Q: 3 clusters Score -1284299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1284314.500000 Penalty: 3299.547607
	Iteration 33Q: 3 clusters Score -1284314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1284324.125000 Penalty: 3299.547607
	Iteration 34Q: 3 clusters Score -1284324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1284329.375000 Penalty: 3299.547607
	Iteration 35Q: 3 clusters Score -1284329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1284339.750000 Penalty: 3299.547607
	Iteration 36Q: 3 clusters Score -1284340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1284347.000000 Penalty: 3299.547607
	Iteration 37Q: 3 clusters Score -1284347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1284352.250000 Penalty: 3299.547607
	Iteration 38Q: 3 clusters Score -1284352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1284351.125000 Penalty: 3299.547607
	Iteration 39Q: 3 clusters Score -1284351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1284357.000000 Penalty: 3299.547607
	Iteration 40F: 3 clusters Score -1284357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1284361.500000 Penalty: 3299.547607
	Iteration 41Q: 3 clusters Score -1284362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1284364.750000 Penalty: 3299.547607
	Iteration 42Q: 3 clusters Score -1284365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1284369.000000 Penalty: 3299.547607
	Iteration 43Q: 3 clusters Score -1284369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1284371.500000 Penalty: 3299.547607
	Iteration 44Q: 3 clusters Score -1284372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1284376.250000 Penalty: 3299.547607
	Iteration 45Q: 3 clusters Score -1284376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1284379.500000 Penalty: 3299.547607
	Iteration 46Q: 3 clusters Score -1284380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1284376.875000 Penalty: 3299.547607
	Iteration 47Q: 3 clusters Score -1284377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1284386.250000 Penalty: 3299.547607
	Iteration 48Q: 3 clusters Score -1284386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1284386.375000 Penalty: 3299.547607
	Iteration 49Q: 3 clusters Score -1284386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1284392.500000 Penalty: 3299.547607
	Iteration 50Q: 3 clusters Score -1284392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1284392.125000 Penalty: 3299.547607
	Iteration 51Q: 3 clusters Score -1284392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1284391.625000 Penalty: 3299.547607
	Iteration 52Q: 3 clusters Score -1284392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1284394.250000 Penalty: 3299.547607
	Iteration 53Q: 3 clusters Score -1284394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1284396.125000 Penalty: 3299.547607
	Iteration 54Q: 3 clusters Score -1284396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1284399.875000 Penalty: 3299.547607
	Iteration 55Q: 3 clusters Score -1284400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1284399.000000 Penalty: 3299.547607
	Iteration 56Q: 3 clusters Score -1284399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1284400.000000 Penalty: 3299.547607
	Iteration 57Q: 3 clusters Score -1284400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1284401.875000 Penalty: 3299.547607
	Iteration 58Q: 3 clusters Score -1284402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1284403.000000 Penalty: 3299.547607
	Iteration 59Q: 3 clusters Score -1284403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1284402.000000 Penalty: 3299.547607
	Iteration 60F: 3 clusters Score -1284402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1284402.375000 Penalty: 3299.547607
	Iteration 61Q: 3 clusters Score -1284402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1284403.125000 Penalty: 3299.547607
	Iteration 62Q: 3 clusters Score -1284403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1284405.250000 Penalty: 3299.547607
	Iteration 63Q: 3 clusters Score -1284405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1284405.500000 Penalty: 3299.547607
	Iteration 64Q: 3 clusters Score -1284406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1284405.000000 Penalty: 3299.547607
	Iteration 65Q: 3 clusters Score -1284405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1284404.750000 Penalty: 3299.547607
	Iteration 66Q: 3 clusters Score -1284405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1284404.000000 Penalty: 3299.547607
	Iteration 67Q: 3 clusters Score -1284404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1284408.000000 Penalty: 3299.547607
	Iteration 68Q: 3 clusters Score -1284408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1284405.250000 Penalty: 3299.547607
	Iteration 69Q: 3 clusters Score -1284405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1284409.625000 Penalty: 3299.547607
	Iteration 70Q: 3 clusters Score -1284410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1284409.000000 Penalty: 3299.547607
	Iteration 71Q: 3 clusters Score -1284409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1284409.250000 Penalty: 3299.547607
	Iteration 72Q: 3 clusters Score -1284409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1284409.625000 Penalty: 3299.547607
	Iteration 73Q: 3 clusters Score -1284410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1284412.000000 Penalty: 3299.547607
	Iteration 74Q: 3 clusters Score -1284412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1284411.875000 Penalty: 3299.547607
	Iteration 75Q: 3 clusters Score -1284412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1284411.875000 Penalty: 3299.547607
	Iteration 76F: 3 clusters Score -1284412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Entering Unmasked Estep 
Score: -2327289.000000 Penalty: 1751.088745
	Iteration 0F: 2 clusters Score -2327289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2295321.250000 Penalty: 3502.177490
	Iteration 0F: 3 clusters Score -2295321 nChanged 22443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2308072.000000 Penalty: 3502.177490
	Iteration 1F: 3 clusters Score -2308072 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2309143.500000 Penalty: 3502.177490
	Iteration 2Q: 3 clusters Score -2309144 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2310680.000000 Penalty: 3502.177490
	Iteration 3F: 3 clusters Score -2310680 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2312824.750000 Penalty: 3502.177490
	Iteration 4F: 3 clusters Score -2312825 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2315737.500000 Penalty: 3502.177490
	Iteration 5F: 3 clusters Score -2315738 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2319080.000000 Penalty: 3502.177490
	Iteration 6F: 3 clusters Score -2319080 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2321783.750000 Penalty: 3502.177490
	Iteration 7F: 3 clusters Score -2321784 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2323394.250000 Penalty: 3502.177490
	Iteration 8F: 3 clusters Score -2323394 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2324191.250000 Penalty: 3502.177490
	Iteration 9Q: 3 clusters Score -2324191 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2324710.000000 Penalty: 3502.177490
	Iteration 10Q: 3 clusters Score -2324710 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2325044.000000 Penalty: 3502.177490
	Iteration 11Q: 3 clusters Score -2325044 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2325310.000000 Penalty: 3502.177490
	Iteration 12Q: 3 clusters Score -2325310 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2325537.500000 Penalty: 3502.177490
	Iteration 13Q: 3 clusters Score -2325538 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2325717.000000 Penalty: 3502.177490
	Iteration 14Q: 3 clusters Score -2325717 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2325899.750000 Penalty: 3502.177490
	Iteration 15Q: 3 clusters Score -2325900 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2326051.250000 Penalty: 3502.177490
	Iteration 16Q: 3 clusters Score -2326051 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2326198.750000 Penalty: 3502.177490
	Iteration 17Q: 3 clusters Score -2326199 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2326309.250000 Penalty: 3502.177490
	Iteration 18Q: 3 clusters Score -2326309 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2326442.250000 Penalty: 3502.177490
	Iteration 19Q: 3 clusters Score -2326442 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2326539.500000 Penalty: 3502.177490
	Iteration 20F: 3 clusters Score -2326540 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2326635.000000 Penalty: 3502.177490
	Iteration 21Q: 3 clusters Score -2326635 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2326721.500000 Penalty: 3502.177490
	Iteration 22Q: 3 clusters Score -2326722 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2326801.250000 Penalty: 3502.177490
	Iteration 23Q: 3 clusters Score -2326801 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2326878.750000 Penalty: 3502.177490
	Iteration 24Q: 3 clusters Score -2326879 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2326925.500000 Penalty: 3502.177490
	Iteration 25Q: 3 clusters Score -2326926 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2326996.250000 Penalty: 3502.177490
	Iteration 26Q: 3 clusters Score -2326996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2327056.250000 Penalty: 3502.177490
	Iteration 27Q: 3 clusters Score -2327056 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2327111.250000 Penalty: 3502.177490
	Iteration 28Q: 3 clusters Score -2327111 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2327162.500000 Penalty: 3502.177490
	Iteration 29Q: 3 clusters Score -2327162 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2327197.000000 Penalty: 3502.177490
	Iteration 30Q: 3 clusters Score -2327197 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2327231.250000 Penalty: 3502.177490
	Iteration 31Q: 3 clusters Score -2327231 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2327268.500000 Penalty: 3502.177490
	Iteration 32Q: 3 clusters Score -2327268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2327292.000000 Penalty: 3502.177490
	Iteration 33Q: 3 clusters Score -2327292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2327303.250000 Penalty: 3502.177490
	Iteration 34Q: 3 clusters Score -2327303 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2327332.500000 Penalty: 3502.177490
	Iteration 35Q: 3 clusters Score -2327332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2327356.250000 Penalty: 3502.177490
	Iteration 36Q: 3 clusters Score -2327356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2327365.250000 Penalty: 3502.177490
	Iteration 37Q: 3 clusters Score -2327365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2327379.750000 Penalty: 3502.177490
	Iteration 38Q: 3 clusters Score -2327380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2327395.500000 Penalty: 3502.177490
	Iteration 39Q: 3 clusters Score -2327396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2327395.750000 Penalty: 3502.177490
	Iteration 40F: 3 clusters Score -2327396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2327406.250000 Penalty: 3502.177490
	Iteration 41Q: 3 clusters Score -2327406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2327412.250000 Penalty: 3502.177490
	Iteration 42Q: 3 clusters Score -2327412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2327416.500000 Penalty: 3502.177490
	Iteration 43Q: 3 clusters Score -2327416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2327419.750000 Penalty: 3502.177490
	Iteration 44Q: 3 clusters Score -2327420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2327422.250000 Penalty: 3502.177490
	Iteration 45Q: 3 clusters Score -2327422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2327431.000000 Penalty: 3502.177490
	Iteration 46Q: 3 clusters Score -2327431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2327429.250000 Penalty: 3502.177490
	Iteration 47Q: 3 clusters Score -2327429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2327432.250000 Penalty: 3502.177490
	Iteration 48Q: 3 clusters Score -2327432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2327428.500000 Penalty: 3502.177490
	Iteration 49Q: 3 clusters Score -2327428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2327437.250000 Penalty: 3502.177490
	Iteration 50Q: 3 clusters Score -2327437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2327436.500000 Penalty: 3502.177490
	Iteration 51Q: 3 clusters Score -2327436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2327434.250000 Penalty: 3502.177490
	Iteration 52Q: 3 clusters Score -2327434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2327439.000000 Penalty: 3502.177490
	Iteration 53Q: 3 clusters Score -2327439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2327437.750000 Penalty: 3502.177490
	Iteration 54Q: 3 clusters Score -2327438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2327435.250000 Penalty: 3502.177490
	Iteration 55Q: 3 clusters Score -2327435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2327435.500000 Penalty: 3502.177490
	Iteration 56Q: 3 clusters Score -2327436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2327440.250000 Penalty: 3502.177490
	Iteration 57Q: 3 clusters Score -2327440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2327440.250000 Penalty: 3502.177490
	Iteration 58Q: 3 clusters Score -2327440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2327441.750000 Penalty: 3502.177490
	Iteration 59Q: 3 clusters Score -2327442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2327439.750000 Penalty: 3502.177490
	Iteration 60F: 3 clusters Score -2327440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2327440.000000 Penalty: 3502.177490
	Iteration 61Q: 3 clusters Score -2327440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2327440.250000 Penalty: 3502.177490
	Iteration 62Q: 3 clusters Score -2327440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2327439.750000 Penalty: 3502.177490
	Iteration 63Q: 3 clusters Score -2327440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2327438.000000 Penalty: 3502.177490
	Iteration 64Q: 3 clusters Score -2327438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2327435.000000 Penalty: 3502.177490
	Iteration 65Q: 3 clusters Score -2327435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2327439.250000 Penalty: 3502.177490
	Iteration 66Q: 3 clusters Score -2327439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2327438.750000 Penalty: 3502.177490
	Iteration 67Q: 3 clusters Score -2327439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2327444.000000 Penalty: 3502.177490
	Iteration 68Q: 3 clusters Score -2327444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2327440.500000 Penalty: 3502.177490
	Iteration 69Q: 3 clusters Score -2327440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2327442.750000 Penalty: 3502.177490
	Iteration 70Q: 3 clusters Score -2327443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2327444.250000 Penalty: 3502.177490
	Iteration 71Q: 3 clusters Score -2327444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2327445.000000 Penalty: 3502.177490
	Iteration 72Q: 3 clusters Score -2327445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2327448.000000 Penalty: 3502.177490
	Iteration 73Q: 3 clusters Score -2327448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2327446.000000 Penalty: 3502.177490
	Iteration 74Q: 3 clusters Score -2327446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2327446.250000 Penalty: 3502.177490
	Iteration 75Q: 3 clusters Score -2327446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2327447.750000 Penalty: 3502.177490
	Iteration 76Q: 3 clusters Score -2327448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2327450.750000 Penalty: 3502.177490
	Iteration 77Q: 3 clusters Score -2327451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2327451.500000 Penalty: 3502.177490
	Iteration 78Q: 3 clusters Score -2327452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2327451.500000 Penalty: 3502.177490
	Iteration 79Q: 3 clusters Score -2327452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2327450.750000 Penalty: 3502.177490
	Iteration 80F: 3 clusters Score -2327451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2327454.750000 Penalty: 3502.177490
	Iteration 81Q: 3 clusters Score -2327455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2327453.500000 Penalty: 3502.177490
	Iteration 82Q: 3 clusters Score -2327454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2327454.000000 Penalty: 3502.177490
	Iteration 83Q: 3 clusters Score -2327454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2327454.750000 Penalty: 3502.177490
	Iteration 84Q: 3 clusters Score -2327455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2327460.250000 Penalty: 3502.177490
	Iteration 85Q: 3 clusters Score -2327460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2327457.000000 Penalty: 3502.177490
	Iteration 86Q: 3 clusters Score -2327457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2327455.250000 Penalty: 3502.177490
	Iteration 87Q: 3 clusters Score -2327455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2327454.250000 Penalty: 3502.177490
	Iteration 88Q: 3 clusters Score -2327454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2327453.750000 Penalty: 3502.177490
	Iteration 89Q: 3 clusters Score -2327454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2327454.500000 Penalty: 3502.177490
	Iteration 90Q: 3 clusters Score -2327454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2327454.500000 Penalty: 3502.177490
	Iteration 91F: 3 clusters Score -2327454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 12 contains 620818 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 20 contains 45518 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 3026 members 
Entering Unmasked Estep 
Score: -37533124.000000 Penalty: 44203.796875
Splitting cluster 20 changes total score from -37533428.000000 to -37533124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Entering Unmasked Estep 
Score: -371709.437500 Penalty: 1453.658813
	Iteration 0F: 2 clusters Score -371709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -366016.468750 Penalty: 2907.317627
	Iteration 0F: 3 clusters Score -366016.5 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -367655.562500 Penalty: 2907.317627
	Iteration 1F: 3 clusters Score -367655.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -367839.437500 Penalty: 2907.317627
	Iteration 2F: 3 clusters Score -367839.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -367954.718750 Penalty: 2907.317627
	Iteration 3Q: 3 clusters Score -367954.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -368043.500000 Penalty: 2907.317627
	Iteration 4Q: 3 clusters Score -368043.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -368124.812500 Penalty: 2907.317627
	Iteration 5Q: 3 clusters Score -368124.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -368213.625000 Penalty: 2907.317627
	Iteration 6Q: 3 clusters Score -368213.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -368302.000000 Penalty: 2907.317627
	Iteration 7Q: 3 clusters Score -368302 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -368390.281250 Penalty: 2907.317627
	Iteration 8Q: 3 clusters Score -368390.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -368484.312500 Penalty: 2907.317627
	Iteration 9Q: 3 clusters Score -368484.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -368618.062500 Penalty: 2907.317627
	Iteration 10Q: 3 clusters Score -368618.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -368790.593750 Penalty: 2907.317627
	Iteration 11Q: 3 clusters Score -368790.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -369020.750000 Penalty: 2907.317627
	Iteration 12Q: 3 clusters Score -369020.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -369314.375000 Penalty: 2907.317627
	Iteration 13Q: 3 clusters Score -369314.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -369607.750000 Penalty: 2907.317627
	Iteration 14F: 3 clusters Score -369607.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -369888.968750 Penalty: 2907.317627
	Iteration 15Q: 3 clusters Score -369889 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -370145.687500 Penalty: 2907.317627
	Iteration 16Q: 3 clusters Score -370145.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -370334.500000 Penalty: 2907.317627
	Iteration 17Q: 3 clusters Score -370334.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -370461.531250 Penalty: 2907.317627
	Iteration 18Q: 3 clusters Score -370461.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -370524.000000 Penalty: 2907.317627
	Iteration 19Q: 3 clusters Score -370524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -370552.406250 Penalty: 2907.317627
	Iteration 20F: 3 clusters Score -370552.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -370571.656250 Penalty: 2907.317627
	Iteration 21Q: 3 clusters Score -370571.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -370594.218750 Penalty: 2907.317627
	Iteration 22Q: 3 clusters Score -370594.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -370609.281250 Penalty: 2907.317627
	Iteration 23Q: 3 clusters Score -370609.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -370620.281250 Penalty: 2907.317627
	Iteration 24Q: 3 clusters Score -370620.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -370633.687500 Penalty: 2907.317627
	Iteration 25Q: 3 clusters Score -370633.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -370642.562500 Penalty: 2907.317627
	Iteration 26Q: 3 clusters Score -370642.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -370651.062500 Penalty: 2907.317627
	Iteration 27Q: 3 clusters Score -370651.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -370653.687500 Penalty: 2907.317627
	Iteration 28Q: 3 clusters Score -370653.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -370654.156250 Penalty: 2907.317627
	Iteration 29Q: 3 clusters Score -370654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -370656.218750 Penalty: 2907.317627
	Iteration 30Q: 3 clusters Score -370656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -370656.500000 Penalty: 2907.317627
	Iteration 31Q: 3 clusters Score -370656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -370658.593750 Penalty: 2907.317627
	Iteration 32Q: 3 clusters Score -370658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -370660.156250 Penalty: 2907.317627
	Iteration 33Q: 3 clusters Score -370660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -370660.218750 Penalty: 2907.317627
	Iteration 34Q: 3 clusters Score -370660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -370660.875000 Penalty: 2907.317627
	Iteration 35Q: 3 clusters Score -370660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -370662.468750 Penalty: 2907.317627
	Iteration 36Q: 3 clusters Score -370662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -370661.750000 Penalty: 2907.317627
	Iteration 37Q: 3 clusters Score -370661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -370661.968750 Penalty: 2907.317627
	Iteration 38Q: 3 clusters Score -370662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -370661.968750 Penalty: 2907.317627
	Iteration 39Q: 3 clusters Score -370662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -370661.968750 Penalty: 2907.317627
	Iteration 40F: 3 clusters Score -370662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -663860.625000 Penalty: 1545.109863
	Iteration 0F: 2 clusters Score -663860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -654471.500000 Penalty: 3090.219727
	Iteration 0F: 3 clusters Score -654471.5 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -657766.687500 Penalty: 3090.219727
	Iteration 1F: 3 clusters Score -657766.7 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -658041.062500 Penalty: 3090.219727
	Iteration 2F: 3 clusters Score -658041.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -658291.812500 Penalty: 3090.219727
	Iteration 3Q: 3 clusters Score -658291.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -658529.937500 Penalty: 3090.219727
	Iteration 4Q: 3 clusters Score -658529.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -658751.500000 Penalty: 3090.219727
	Iteration 5Q: 3 clusters Score -658751.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -658969.562500 Penalty: 3090.219727
	Iteration 6Q: 3 clusters Score -658969.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -659229.187500 Penalty: 3090.219727
	Iteration 7Q: 3 clusters Score -659229.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -659508.062500 Penalty: 3090.219727
	Iteration 8Q: 3 clusters Score -659508.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -659846.250000 Penalty: 3090.219727
	Iteration 9Q: 3 clusters Score -659846.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -660259.812500 Penalty: 3090.219727
	Iteration 10Q: 3 clusters Score -660259.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -660682.937500 Penalty: 3090.219727
	Iteration 11Q: 3 clusters Score -660682.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -661105.687500 Penalty: 3090.219727
	Iteration 12Q: 3 clusters Score -661105.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -661434.312500 Penalty: 3090.219727
	Iteration 13Q: 3 clusters Score -661434.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -661625.437500 Penalty: 3090.219727
	Iteration 14Q: 3 clusters Score -661625.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -661752.250000 Penalty: 3090.219727
	Iteration 15Q: 3 clusters Score -661752.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -661873.625000 Penalty: 3090.219727
	Iteration 16Q: 3 clusters Score -661873.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -661973.937500 Penalty: 3090.219727
	Iteration 17Q: 3 clusters Score -661973.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -662055.812500 Penalty: 3090.219727
	Iteration 18Q: 3 clusters Score -662055.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -662125.812500 Penalty: 3090.219727
	Iteration 19Q: 3 clusters Score -662125.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -662185.250000 Penalty: 3090.219727
	Iteration 20F: 3 clusters Score -662185.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -662247.437500 Penalty: 3090.219727
	Iteration 21Q: 3 clusters Score -662247.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -662297.437500 Penalty: 3090.219727
	Iteration 22Q: 3 clusters Score -662297.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -662342.187500 Penalty: 3090.219727
	Iteration 23Q: 3 clusters Score -662342.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -662391.000000 Penalty: 3090.219727
	Iteration 24Q: 3 clusters Score -662391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -662426.312500 Penalty: 3090.219727
	Iteration 25Q: 3 clusters Score -662426.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -662456.687500 Penalty: 3090.219727
	Iteration 26Q: 3 clusters Score -662456.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -662476.500000 Penalty: 3090.219727
	Iteration 27Q: 3 clusters Score -662476.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -662488.062500 Penalty: 3090.219727
	Iteration 28Q: 3 clusters Score -662488.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -662492.375000 Penalty: 3090.219727
	Iteration 29Q: 3 clusters Score -662492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -662494.750000 Penalty: 3090.219727
	Iteration 30Q: 3 clusters Score -662494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -662498.125000 Penalty: 3090.219727
	Iteration 31Q: 3 clusters Score -662498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -662500.312500 Penalty: 3090.219727
	Iteration 32Q: 3 clusters Score -662500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -662508.937500 Penalty: 3090.219727
	Iteration 33Q: 3 clusters Score -662508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -662511.750000 Penalty: 3090.219727
	Iteration 34Q: 3 clusters Score -662511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -662514.750000 Penalty: 3090.219727
	Iteration 35Q: 3 clusters Score -662514.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -662520.375000 Penalty: 3090.219727
	Iteration 36Q: 3 clusters Score -662520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -662524.875000 Penalty: 3090.219727
	Iteration 37Q: 3 clusters Score -662524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -662528.687500 Penalty: 3090.219727
	Iteration 38Q: 3 clusters Score -662528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -662532.312500 Penalty: 3090.219727
	Iteration 39Q: 3 clusters Score -662532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -662535.000000 Penalty: 3090.219727
	Iteration 40F: 3 clusters Score -662535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -662538.437500 Penalty: 3090.219727
	Iteration 41Q: 3 clusters Score -662538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -662540.000000 Penalty: 3090.219727
	Iteration 42Q: 3 clusters Score -662540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -662545.750000 Penalty: 3090.219727
	Iteration 43Q: 3 clusters Score -662545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -662547.625000 Penalty: 3090.219727
	Iteration 44Q: 3 clusters Score -662547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -662549.062500 Penalty: 3090.219727
	Iteration 45Q: 3 clusters Score -662549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -662548.625000 Penalty: 3090.219727
	Iteration 46Q: 3 clusters Score -662548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -662549.062500 Penalty: 3090.219727
	Iteration 47Q: 3 clusters Score -662549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -662549.062500 Penalty: 3090.219727
	Iteration 48F: 3 clusters Score -662549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -154144.296875 Penalty: 1302.436890
	Iteration 0F: 2 clusters Score -154144.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -151400.375000 Penalty: 2604.873779
	Iteration 0F: 3 clusters Score -151400.4 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -152062.656250 Penalty: 2604.873779
	Iteration 1F: 3 clusters Score -152062.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -152184.000000 Penalty: 2604.873779
	Iteration 2F: 3 clusters Score -152184 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -152270.609375 Penalty: 2604.873779
	Iteration 3Q: 3 clusters Score -152270.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -152343.718750 Penalty: 2604.873779
	Iteration 4Q: 3 clusters Score -152343.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -152386.500000 Penalty: 2604.873779
	Iteration 5Q: 3 clusters Score -152386.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -152412.187500 Penalty: 2604.873779
	Iteration 6Q: 3 clusters Score -152412.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -152437.937500 Penalty: 2604.873779
	Iteration 7Q: 3 clusters Score -152437.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -152459.875000 Penalty: 2604.873779
	Iteration 8Q: 3 clusters Score -152459.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -152479.765625 Penalty: 2604.873779
	Iteration 9Q: 3 clusters Score -152479.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -152496.171875 Penalty: 2604.873779
	Iteration 10Q: 3 clusters Score -152496.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -152503.718750 Penalty: 2604.873779
	Iteration 11Q: 3 clusters Score -152503.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -152509.796875 Penalty: 2604.873779
	Iteration 12Q: 3 clusters Score -152509.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -152519.500000 Penalty: 2604.873779
	Iteration 13Q: 3 clusters Score -152519.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -152526.718750 Penalty: 2604.873779
	Iteration 14Q: 3 clusters Score -152526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -152533.390625 Penalty: 2604.873779
	Iteration 15Q: 3 clusters Score -152533.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -152541.593750 Penalty: 2604.873779
	Iteration 16Q: 3 clusters Score -152541.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -152550.796875 Penalty: 2604.873779
	Iteration 17Q: 3 clusters Score -152550.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -152564.546875 Penalty: 2604.873779
	Iteration 18Q: 3 clusters Score -152564.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -152588.390625 Penalty: 2604.873779
	Iteration 19Q: 3 clusters Score -152588.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -152612.000000 Penalty: 2604.873779
	Iteration 20F: 3 clusters Score -152612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -152632.406250 Penalty: 2604.873779
	Iteration 21Q: 3 clusters Score -152632.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -152652.046875 Penalty: 2604.873779
	Iteration 22Q: 3 clusters Score -152652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -152666.140625 Penalty: 2604.873779
	Iteration 23Q: 3 clusters Score -152666.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -152683.390625 Penalty: 2604.873779
	Iteration 24Q: 3 clusters Score -152683.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -152699.093750 Penalty: 2604.873779
	Iteration 25Q: 3 clusters Score -152699.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -152724.625000 Penalty: 2604.873779
	Iteration 26Q: 3 clusters Score -152724.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -152750.859375 Penalty: 2604.873779
	Iteration 27Q: 3 clusters Score -152750.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -152783.156250 Penalty: 2604.873779
	Iteration 28Q: 3 clusters Score -152783.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -152813.765625 Penalty: 2604.873779
	Iteration 29Q: 3 clusters Score -152813.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -152838.859375 Penalty: 2604.873779
	Iteration 30Q: 3 clusters Score -152838.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -152860.062500 Penalty: 2604.873779
	Iteration 31Q: 3 clusters Score -152860.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -152887.390625 Penalty: 2604.873779
	Iteration 32Q: 3 clusters Score -152887.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -152910.531250 Penalty: 2604.873779
	Iteration 33Q: 3 clusters Score -152910.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -152938.281250 Penalty: 2604.873779
	Iteration 34Q: 3 clusters Score -152938.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -152952.234375 Penalty: 2604.873779
	Iteration 35Q: 3 clusters Score -152952.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -152967.796875 Penalty: 2604.873779
	Iteration 36Q: 3 clusters Score -152967.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -152982.406250 Penalty: 2604.873779
	Iteration 37Q: 3 clusters Score -152982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -152992.140625 Penalty: 2604.873779
	Iteration 38Q: 3 clusters Score -152992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -153003.937500 Penalty: 2604.873779
	Iteration 39Q: 3 clusters Score -153003.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -153015.390625 Penalty: 2604.873779
	Iteration 40F: 3 clusters Score -153015.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -153037.265625 Penalty: 2604.873779
	Iteration 41Q: 3 clusters Score -153037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -153049.687500 Penalty: 2604.873779
	Iteration 42Q: 3 clusters Score -153049.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -153058.265625 Penalty: 2604.873779
	Iteration 43Q: 3 clusters Score -153058.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -153066.906250 Penalty: 2604.873779
	Iteration 44Q: 3 clusters Score -153066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -153080.546875 Penalty: 2604.873779
	Iteration 45Q: 3 clusters Score -153080.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -153094.171875 Penalty: 2604.873779
	Iteration 46Q: 3 clusters Score -153094.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -153110.500000 Penalty: 2604.873779
	Iteration 47Q: 3 clusters Score -153110.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -153127.890625 Penalty: 2604.873779
	Iteration 48Q: 3 clusters Score -153127.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -153142.281250 Penalty: 2604.873779
	Iteration 49Q: 3 clusters Score -153142.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -153156.171875 Penalty: 2604.873779
	Iteration 50Q: 3 clusters Score -153156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -153157.921875 Penalty: 2604.873779
	Iteration 51Q: 3 clusters Score -153157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -153160.593750 Penalty: 2604.873779
	Iteration 52Q: 3 clusters Score -153160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -153162.125000 Penalty: 2604.873779
	Iteration 53Q: 3 clusters Score -153162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -153165.781250 Penalty: 2604.873779
	Iteration 54Q: 3 clusters Score -153165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -153172.781250 Penalty: 2604.873779
	Iteration 55Q: 3 clusters Score -153172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -153182.593750 Penalty: 2604.873779
	Iteration 56Q: 3 clusters Score -153182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -153197.093750 Penalty: 2604.873779
	Iteration 57Q: 3 clusters Score -153197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -153201.812500 Penalty: 2604.873779
	Iteration 58Q: 3 clusters Score -153201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -153205.062500 Penalty: 2604.873779
	Iteration 59Q: 3 clusters Score -153205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -153207.218750 Penalty: 2604.873779
	Iteration 60F: 3 clusters Score -153207.2 nChanged 0
--- Evaluating fit on full set of 2421217 points ---
Entering Unmasked Estep 
Score: -112184424.000000 Penalty: 45385.570312
24->20 Clusters: Score -112184424.000000, best is -112587616.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 807072 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 33456 members 
Mstep: Class 3 contains 33794 members 
Mstep: Class 4 contains 33585 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 33649 members 
Mstep: Class 7 contains 33655 members 
Mstep: Class 8 contains 33665 members 
Mstep: Class 9 contains 33537 members 
Mstep: Class 10 contains 33953 members 
Mstep: Class 11 contains 33595 members 
Mstep: Class 12 contains 33656 members 
Mstep: Class 13 contains 33486 members 
Mstep: Class 14 contains 34096 members 
Mstep: Class 15 contains 33805 members 
Mstep: Class 16 contains 33547 members 
Mstep: Class 17 contains 33445 members 
Mstep: Class 18 contains 33664 members 
Mstep: Class 19 contains 33571 members 
Mstep: Class 20 contains 33589 members 
Mstep: Class 21 contains 33557 members 
Mstep: Class 22 contains 33517 members 
Mstep: Class 23 contains 33536 members 
Mstep: Class 24 contains 33687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 923.550110 but Gain 2210.191406
Score: -34865616.000000 Penalty: 50834.363281
Iteration 0F: 24 clusters Score -3.486562e+07 nChanged 767160
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 31138 members 
Mstep: Class 3 contains 52467 members 
Mstep: Class 4 contains 34735 members 
Mstep: Class 6 contains 26924 members 
Mstep: Class 7 contains 26988 members 
Mstep: Class 8 contains 58569 members 
Mstep: Class 9 contains 34649 members 
Mstep: Class 10 contains 43025 members 
Mstep: Class 11 contains 27348 members 
Mstep: Class 12 contains 31417 members 
Mstep: Class 13 contains 38661 members 
Mstep: Class 14 contains 41455 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 25515 members 
Mstep: Class 17 contains 33385 members 
Mstep: Class 18 contains 37702 members 
Mstep: Class 19 contains 33827 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 37917 members 
Mstep: Class 22 contains 30203 members 
Mstep: Class 23 contains 29813 members 
Mstep: Class 24 contains 33905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36468872.000000 Penalty: 50834.363281
Iteration 1F: 24 clusters Score -3.646887e+07 nChanged 175596
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 25664 members 
Mstep: Class 3 contains 61195 members 
Mstep: Class 4 contains 37152 members 
Mstep: Class 6 contains 25066 members 
Mstep: Class 7 contains 22451 members 
Mstep: Class 8 contains 72499 members 
Mstep: Class 9 contains 32637 members 
Mstep: Class 10 contains 42658 members 
Mstep: Class 11 contains 27610 members 
Mstep: Class 12 contains 30883 members 
Mstep: Class 13 contains 39743 members 
Mstep: Class 14 contains 41496 members 
Mstep: Class 15 contains 37737 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 17 contains 33623 members 
Mstep: Class 18 contains 41339 members 
Mstep: Class 19 contains 30217 members 
Mstep: Class 20 contains 26471 members 
Mstep: Class 21 contains 37392 members 
Mstep: Class 22 contains 28903 members 
Mstep: Class 23 contains 28119 members 
Mstep: Class 24 contains 30190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36620688.000000 Penalty: 50834.363281
Iteration 2F: 24 clusters Score -3.662069e+07 nChanged 153037
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 20012 members 
Mstep: Class 3 contains 69472 members 
Mstep: Class 4 contains 38270 members 
Mstep: Class 6 contains 23762 members 
Mstep: Class 7 contains 18876 members 
Mstep: Class 8 contains 86875 members 
Mstep: Class 9 contains 30485 members 
Mstep: Class 10 contains 42671 members 
Mstep: Class 11 contains 27575 members 
Mstep: Class 12 contains 30250 members 
Mstep: Class 13 contains 39029 members 
Mstep: Class 14 contains 41415 members 
Mstep: Class 15 contains 39265 members 
Mstep: Class 16 contains 17030 members 
Mstep: Class 17 contains 33674 members 
Mstep: Class 18 contains 43841 members 
Mstep: Class 19 contains 26700 members 
Mstep: Class 20 contains 25818 members 
Mstep: Class 21 contains 36912 members 
Mstep: Class 22 contains 27713 members 
Mstep: Class 23 contains 26795 members 
Mstep: Class 24 contains 27463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36733248.000000 Penalty: 50834.363281
Iteration 3F: 24 clusters Score -3.673325e+07 nChanged 129941
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 15576 members 
Mstep: Class 3 contains 76375 members 
Mstep: Class 4 contains 38008 members 
Mstep: Class 6 contains 22463 members 
Mstep: Class 7 contains 15894 members 
Mstep: Class 8 contains 101491 members 
Mstep: Class 9 contains 28443 members 
Mstep: Class 10 contains 44311 members 
Mstep: Class 11 contains 26989 members 
Mstep: Class 12 contains 29427 members 
Mstep: Class 13 contains 37170 members 
Mstep: Class 14 contains 40582 members 
Mstep: Class 15 contains 42240 members 
Mstep: Class 16 contains 13722 members 
Mstep: Class 17 contains 33685 members 
Mstep: Class 18 contains 45469 members 
Mstep: Class 19 contains 23937 members 
Mstep: Class 20 contains 25343 members 
Mstep: Class 21 contains 36350 members 
Mstep: Class 22 contains 26282 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 24 contains 25624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36823724.000000 Penalty: 50834.363281
Iteration 4F: 24 clusters Score -3.682372e+07 nChanged 115783
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 12089 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 36648 members 
Mstep: Class 6 contains 20688 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 8 contains 118012 members 
Mstep: Class 9 contains 26778 members 
Mstep: Class 10 contains 47274 members 
Mstep: Class 11 contains 25711 members 
Mstep: Class 12 contains 28538 members 
Mstep: Class 13 contains 34233 members 
Mstep: Class 14 contains 38520 members 
Mstep: Class 15 contains 46790 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 33851 members 
Mstep: Class 18 contains 46381 members 
Mstep: Class 19 contains 21854 members 
Mstep: Class 20 contains 25077 members 
Mstep: Class 21 contains 34916 members 
Mstep: Class 22 contains 24625 members 
Mstep: Class 23 contains 24566 members 
Mstep: Class 24 contains 23987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36904420.000000 Penalty: 50834.363281
Iteration 5F: 24 clusters Score -3.690442e+07 nChanged 107049
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 9764 members 
Mstep: Class 3 contains 87106 members 
Mstep: Class 4 contains 34185 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 137650 members 
Mstep: Class 9 contains 25454 members 
Mstep: Class 10 contains 51565 members 
Mstep: Class 11 contains 23858 members 
Mstep: Class 12 contains 27699 members 
Mstep: Class 13 contains 30346 members 
Mstep: Class 14 contains 34715 members 
Mstep: Class 15 contains 52666 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 33874 members 
Mstep: Class 18 contains 46627 members 
Mstep: Class 19 contains 19834 members 
Mstep: Class 20 contains 24873 members 
Mstep: Class 21 contains 32339 members 
Mstep: Class 22 contains 23121 members 
Mstep: Class 23 contains 23788 members 
Mstep: Class 24 contains 22365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -36978976.000000 Penalty: 50834.363281
Iteration 6F: 24 clusters Score -3.697898e+07 nChanged 103321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 90309 members 
Mstep: Class 4 contains 30417 members 
Mstep: Class 6 contains 16241 members 
Mstep: Class 7 contains 7624 members 
Mstep: Class 8 contains 161481 members 
Mstep: Class 9 contains 24426 members 
Mstep: Class 10 contains 57410 members 
Mstep: Class 11 contains 21282 members 
Mstep: Class 12 contains 27040 members 
Mstep: Class 13 contains 25329 members 
Mstep: Class 14 contains 29427 members 
Mstep: Class 15 contains 60198 members 
Mstep: Class 16 contains 6936 members 
Mstep: Class 17 contains 33275 members 
Mstep: Class 18 contains 46007 members 
Mstep: Class 19 contains 17760 members 
Mstep: Class 20 contains 24492 members 
Mstep: Class 21 contains 28368 members 
Mstep: Class 22 contains 21690 members 
Mstep: Class 23 contains 23314 members 
Mstep: Class 24 contains 20416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37052576.000000 Penalty: 50834.363281
Iteration 7F: 24 clusters Score -3.705258e+07 nChanged 101211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 91905 members 
Mstep: Class 4 contains 25426 members 
Mstep: Class 6 contains 13963 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 190098 members 
Mstep: Class 9 contains 23625 members 
Mstep: Class 10 contains 63874 members 
Mstep: Class 11 contains 18151 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 13 contains 19454 members 
Mstep: Class 14 contains 23325 members 
Mstep: Class 15 contains 68905 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 31575 members 
Mstep: Class 18 contains 44344 members 
Mstep: Class 19 contains 15524 members 
Mstep: Class 20 contains 23815 members 
Mstep: Class 21 contains 23336 members 
Mstep: Class 22 contains 20244 members 
Mstep: Class 23 contains 23036 members 
Mstep: Class 24 contains 18165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37127156.000000 Penalty: 50834.363281
Iteration 8F: 24 clusters Score -3.712716e+07 nChanged 98122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 7368 members 
Mstep: Class 3 contains 92120 members 
Mstep: Class 4 contains 19131 members 
Mstep: Class 6 contains 11923 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 222532 members 
Mstep: Class 9 contains 23059 members 
Mstep: Class 10 contains 70385 members 
Mstep: Class 11 contains 14720 members 
Mstep: Class 12 contains 26558 members 
Mstep: Class 13 contains 13529 members 
Mstep: Class 14 contains 17131 members 
Mstep: Class 15 contains 77771 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 28634 members 
Mstep: Class 18 contains 41703 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 22842 members 
Mstep: Class 21 contains 17819 members 
Mstep: Class 22 contains 18809 members 
Mstep: Class 23 contains 22975 members 
Mstep: Class 24 contains 15839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37201392.000000 Penalty: 50834.363281
Iteration 9F: 24 clusters Score -3.720139e+07 nChanged 90380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 92531 members 
Mstep: Class 4 contains 12836 members 
Mstep: Class 6 contains 10014 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 255167 members 
Mstep: Class 9 contains 22645 members 
Mstep: Class 10 contains 75944 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 26558 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 11763 members 
Mstep: Class 15 contains 85293 members 
Mstep: Class 16 contains 4004 members 
Mstep: Class 17 contains 24601 members 
Mstep: Class 18 contains 38682 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 21633 members 
Mstep: Class 21 contains 12350 members 
Mstep: Class 22 contains 17427 members 
Mstep: Class 23 contains 22952 members 
Mstep: Class 24 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37269304.000000 Penalty: 50834.363281
Iteration 10F: 24 clusters Score -3.72693e+07 nChanged 76561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 94891 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 282756 members 
Mstep: Class 9 contains 22287 members 
Mstep: Class 10 contains 80064 members 
Mstep: Class 11 contains 8461 members 
Mstep: Class 12 contains 26436 members 
Mstep: Class 13 contains 4796 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 90566 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 20218 members 
Mstep: Class 18 contains 35510 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 20460 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 22832 members 
Mstep: Class 24 contains 11832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37321580.000000 Penalty: 50834.363281
Iteration 11F: 24 clusters Score -3.732158e+07 nChanged 60257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 98493 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 303225 members 
Mstep: Class 9 contains 21951 members 
Mstep: Class 10 contains 82612 members 
Mstep: Class 11 contains 6356 members 
Mstep: Class 12 contains 26071 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 4922 members 
Mstep: Class 15 contains 93864 members 
Mstep: Class 16 contains 3369 members 
Mstep: Class 17 contains 16430 members 
Mstep: Class 18 contains 32481 members 
Mstep: Class 19 contains 6706 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 4804 members 
Mstep: Class 22 contains 14350 members 
Mstep: Class 23 contains 22452 members 
Mstep: Class 24 contains 10504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1424.718262 but Gain 2210.187500
Score: -37357696.000000 Penalty: 48624.175781
Iteration 12F: 23 clusters Score -3.73577e+07 nChanged 47572
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 7734 members 
Mstep: Class 3 contains 102545 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 318511 members 
Mstep: Class 9 contains 21628 members 
Mstep: Class 10 contains 84317 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 25579 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 95945 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 17 contains 13234 members 
Mstep: Class 18 contains 29781 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 18332 members 
Mstep: Class 21 contains 3155 members 
Mstep: Class 22 contains 13003 members 
Mstep: Class 23 contains 21813 members 
Mstep: Class 24 contains 9535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37383456.000000 Penalty: 48624.175781
Iteration 13F: 23 clusters Score -3.738346e+07 nChanged 35948
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 7942 members 
Mstep: Class 3 contains 106133 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 329487 members 
Mstep: Class 9 contains 21312 members 
Mstep: Class 10 contains 85050 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 24962 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 96591 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 10709 members 
Mstep: Class 18 contains 27083 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 17350 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 11844 members 
Mstep: Class 23 contains 20976 members 
Mstep: Class 24 contains 8838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37399880.000000 Penalty: 48624.175781
Iteration 14Q: 23 clusters Score -3.739988e+07 nChanged 29353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 109553 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 337905 members 
Mstep: Class 9 contains 21047 members 
Mstep: Class 10 contains 85338 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 24375 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 96740 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 24760 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 16355 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 10896 members 
Mstep: Class 23 contains 20070 members 
Mstep: Class 24 contains 8405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2073.472656 but Gain 2210.191406
Score: -37411988.000000 Penalty: 46413.984375
Iteration 15Q: 22 clusters Score -3.741199e+07 nChanged 26313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 113012 members 
Mstep: Class 6 contains 3866 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 345854 members 
Mstep: Class 9 contains 20706 members 
Mstep: Class 10 contains 85367 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 23842 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 96598 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 22696 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 15512 members 
Mstep: Class 21 contains 1945 members 
Mstep: Class 22 contains 10128 members 
Mstep: Class 23 contains 19211 members 
Mstep: Class 24 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1996.853516 but Gain 2210.187500
Score: -37424108.000000 Penalty: 44203.796875
Iteration 16Q: 21 clusters Score -3.742411e+07 nChanged 22848
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 8572 members 
Mstep: Class 3 contains 116690 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 352054 members 
Mstep: Class 9 contains 20377 members 
Mstep: Class 10 contains 85376 members 
Mstep: Class 11 contains 3071 members 
Mstep: Class 12 contains 23310 members 
Mstep: Class 15 contains 96176 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 5913 members 
Mstep: Class 18 contains 20844 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 1942 members 
Mstep: Class 22 contains 9544 members 
Mstep: Class 23 contains 18220 members 
Mstep: Class 24 contains 7857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37433588.000000 Penalty: 44203.796875
Iteration 17Q: 21 clusters Score -3.743359e+07 nChanged 18829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 119893 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 356847 members 
Mstep: Class 9 contains 20031 members 
Mstep: Class 10 contains 85065 members 
Mstep: Class 11 contains 3013 members 
Mstep: Class 12 contains 22829 members 
Mstep: Class 15 contains 95415 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 4907 members 
Mstep: Class 18 contains 19128 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 9059 members 
Mstep: Class 23 contains 17181 members 
Mstep: Class 24 contains 7695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2134.292969 but Gain 2210.191406
Score: -37439936.000000 Penalty: 41993.605469
Iteration 18Q: 20 clusters Score -3.743994e+07 nChanged 17768
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8796 members 
Mstep: Class 3 contains 123115 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 8 contains 361281 members 
Mstep: Class 9 contains 19638 members 
Mstep: Class 10 contains 84626 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 22490 members 
Mstep: Class 15 contains 94606 members 
Mstep: Class 16 contains 3101 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 8622 members 
Mstep: Class 23 contains 16129 members 
Mstep: Class 24 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37446864.000000 Penalty: 41993.605469
Iteration 19Q: 20 clusters Score -3.744686e+07 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8852 members 
Mstep: Class 3 contains 126286 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 8 contains 364622 members 
Mstep: Class 9 contains 19204 members 
Mstep: Class 10 contains 84079 members 
Mstep: Class 11 contains 3051 members 
Mstep: Class 12 contains 22103 members 
Mstep: Class 15 contains 93611 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 12617 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 15069 members 
Mstep: Class 24 contains 7478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37450704.000000 Penalty: 41993.605469
Iteration 20F: 20 clusters Score -3.74507e+07 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 129416 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 8 contains 367356 members 
Mstep: Class 9 contains 18826 members 
Mstep: Class 10 contains 83609 members 
Mstep: Class 11 contains 3149 members 
Mstep: Class 12 contains 21815 members 
Mstep: Class 15 contains 92641 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 15808 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 13957 members 
Mstep: Class 24 contains 7377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37454204.000000 Penalty: 41993.605469
Iteration 21Q: 20 clusters Score -3.74542e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8943 members 
Mstep: Class 3 contains 132414 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 8 contains 369632 members 
Mstep: Class 9 contains 18457 members 
Mstep: Class 10 contains 83060 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 21627 members 
Mstep: Class 15 contains 91727 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 2662 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 12852 members 
Mstep: Class 24 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37457980.000000 Penalty: 41993.605469
Iteration 22Q: 20 clusters Score -3.745798e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8958 members 
Mstep: Class 3 contains 135470 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 8 contains 371505 members 
Mstep: Class 9 contains 18048 members 
Mstep: Class 10 contains 82482 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 21527 members 
Mstep: Class 15 contains 90846 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 7414 members 
Mstep: Class 23 contains 11737 members 
Mstep: Class 24 contains 7191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37461088.000000 Penalty: 41993.605469
Iteration 23Q: 20 clusters Score -3.746109e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 8970 members 
Mstep: Class 3 contains 138458 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 8 contains 372913 members 
Mstep: Class 9 contains 17643 members 
Mstep: Class 10 contains 81853 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 12 contains 21485 members 
Mstep: Class 15 contains 90073 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 13935 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 7167 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 7140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37464116.000000 Penalty: 41993.605469
Iteration 24Q: 20 clusters Score -3.746412e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8970 members 
Mstep: Class 3 contains 141248 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 8 contains 374184 members 
Mstep: Class 9 contains 17217 members 
Mstep: Class 10 contains 81259 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 21449 members 
Mstep: Class 15 contains 89310 members 
Mstep: Class 16 contains 3168 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 13531 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 9570 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 9715 members 
Mstep: Class 24 contains 7077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37466728.000000 Penalty: 41993.605469
Iteration 25Q: 20 clusters Score -3.746673e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8965 members 
Mstep: Class 3 contains 143919 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 8 contains 375208 members 
Mstep: Class 9 contains 16821 members 
Mstep: Class 10 contains 80658 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 21444 members 
Mstep: Class 15 contains 88569 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 13274 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 2636 members 
Mstep: Class 22 contains 6701 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 7053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2131.512695 but Gain 2210.191406
Score: -37469040.000000 Penalty: 39783.414062
Iteration 26Q: 19 clusters Score -3.746904e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8928 members 
Mstep: Class 3 contains 146569 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 8 contains 377182 members 
Mstep: Class 9 contains 16547 members 
Mstep: Class 10 contains 80082 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 21627 members 
Mstep: Class 15 contains 87895 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 18 contains 13091 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 8460 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 8038 members 
Mstep: Class 24 contains 7075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37473156.000000 Penalty: 39783.414062
Iteration 27Q: 19 clusters Score -3.747316e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 8894 members 
Mstep: Class 3 contains 149111 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 8 contains 377740 members 
Mstep: Class 9 contains 16056 members 
Mstep: Class 10 contains 79401 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 21653 members 
Mstep: Class 15 contains 87185 members 
Mstep: Class 16 contains 3416 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 7925 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 6317 members 
Mstep: Class 23 contains 7343 members 
Mstep: Class 24 contains 7077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37475244.000000 Penalty: 39783.414062
Iteration 28Q: 19 clusters Score -3.747524e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8863 members 
Mstep: Class 3 contains 151624 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 8 contains 378143 members 
Mstep: Class 9 contains 15530 members 
Mstep: Class 10 contains 78726 members 
Mstep: Class 11 contains 4246 members 
Mstep: Class 12 contains 21663 members 
Mstep: Class 15 contains 86565 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 18 contains 12931 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 7439 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 6168 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 7100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37477072.000000 Penalty: 39783.414062
Iteration 29Q: 19 clusters Score -3.747707e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8815 members 
Mstep: Class 3 contains 154086 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 8 contains 378338 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 78029 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 12 contains 21604 members 
Mstep: Class 15 contains 86003 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 5999 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37478696.000000 Penalty: 39783.414062
Iteration 30Q: 19 clusters Score -3.74787e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 156503 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 8 contains 378407 members 
Mstep: Class 9 contains 14586 members 
Mstep: Class 10 contains 77239 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 21563 members 
Mstep: Class 15 contains 85538 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 18 contains 12958 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 6448 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37480068.000000 Penalty: 39783.414062
Iteration 31Q: 19 clusters Score -3.748007e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8708 members 
Mstep: Class 3 contains 158779 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 8 contains 378433 members 
Mstep: Class 9 contains 14161 members 
Mstep: Class 10 contains 76429 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 21461 members 
Mstep: Class 15 contains 85110 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 18 contains 13030 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 5708 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 7419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37481156.000000 Penalty: 39783.414062
Iteration 32Q: 19 clusters Score -3.748116e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 3 contains 161050 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 8 contains 378329 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 75632 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 21323 members 
Mstep: Class 15 contains 84749 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 18 contains 13124 members 
Mstep: Class 19 contains 2969 members 
Mstep: Class 20 contains 5595 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 5120 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37482452.000000 Penalty: 39783.414062
Iteration 33Q: 19 clusters Score -3.748245e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 163247 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 8 contains 378153 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 74877 members 
Mstep: Class 11 contains 4720 members 
Mstep: Class 12 contains 21137 members 
Mstep: Class 15 contains 84431 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 18 contains 13246 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5194 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 5475 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 7705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37483672.000000 Penalty: 39783.414062
Iteration 34Q: 19 clusters Score -3.748367e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8568 members 
Mstep: Class 3 contains 165302 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 8 contains 378010 members 
Mstep: Class 9 contains 12832 members 
Mstep: Class 10 contains 74103 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 20906 members 
Mstep: Class 15 contains 84184 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 18 contains 13375 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 4820 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 5405 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37484688.000000 Penalty: 39783.414062
Iteration 35Q: 19 clusters Score -3.748469e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 167327 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 8 contains 377824 members 
Mstep: Class 9 contains 12374 members 
Mstep: Class 10 contains 73319 members 
Mstep: Class 11 contains 4809 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 15 contains 83960 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 18 contains 13490 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 7978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37485428.000000 Penalty: 39783.414062
Iteration 36Q: 19 clusters Score -3.748543e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 169269 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 8 contains 377516 members 
Mstep: Class 9 contains 11949 members 
Mstep: Class 10 contains 72591 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 20512 members 
Mstep: Class 15 contains 83756 members 
Mstep: Class 16 contains 4411 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 5269 members 
Mstep: Class 23 contains 4208 members 
Mstep: Class 24 contains 8105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37486184.000000 Penalty: 39783.414062
Iteration 37Q: 19 clusters Score -3.748618e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8497 members 
Mstep: Class 3 contains 171149 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 8 contains 377186 members 
Mstep: Class 9 contains 11568 members 
Mstep: Class 10 contains 71820 members 
Mstep: Class 11 contains 4775 members 
Mstep: Class 12 contains 20330 members 
Mstep: Class 15 contains 83629 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 18 contains 13795 members 
Mstep: Class 19 contains 3238 members 
Mstep: Class 20 contains 3978 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 4032 members 
Mstep: Class 24 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37487028.000000 Penalty: 39783.414062
Iteration 38Q: 19 clusters Score -3.748703e+07 nChanged 4461
Entering ConstructFrom: 
Score: -37487028.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (11056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Entering Unmasked Estep 
Score: -553023.312500 Penalty: 1512.993286
	Iteration 0F: 2 clusters Score -553023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -545209.875000 Penalty: 3025.986572
	Iteration 0F: 3 clusters Score -545209.9 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -547769.500000 Penalty: 3025.986572
	Iteration 1F: 3 clusters Score -547769.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -548047.875000 Penalty: 3025.986572
	Iteration 2F: 3 clusters Score -548047.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -548287.062500 Penalty: 3025.986572
	Iteration 3F: 3 clusters Score -548287.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -548493.750000 Penalty: 3025.986572
	Iteration 4Q: 3 clusters Score -548493.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -548684.937500 Penalty: 3025.986572
	Iteration 5Q: 3 clusters Score -548684.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -548861.375000 Penalty: 3025.986572
	Iteration 6Q: 3 clusters Score -548861.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -549048.562500 Penalty: 3025.986572
	Iteration 7Q: 3 clusters Score -549048.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -549255.375000 Penalty: 3025.986572
	Iteration 8Q: 3 clusters Score -549255.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -549456.500000 Penalty: 3025.986572
	Iteration 9Q: 3 clusters Score -549456.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -549662.750000 Penalty: 3025.986572
	Iteration 10Q: 3 clusters Score -549662.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -549868.812500 Penalty: 3025.986572
	Iteration 11Q: 3 clusters Score -549868.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -550032.062500 Penalty: 3025.986572
	Iteration 12Q: 3 clusters Score -550032.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -550142.562500 Penalty: 3025.986572
	Iteration 13Q: 3 clusters Score -550142.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -550211.500000 Penalty: 3025.986572
	Iteration 14Q: 3 clusters Score -550211.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -550254.875000 Penalty: 3025.986572
	Iteration 15Q: 3 clusters Score -550254.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -550279.625000 Penalty: 3025.986572
	Iteration 16Q: 3 clusters Score -550279.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -550297.562500 Penalty: 3025.986572
	Iteration 17Q: 3 clusters Score -550297.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -550307.250000 Penalty: 3025.986572
	Iteration 18Q: 3 clusters Score -550307.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -550315.625000 Penalty: 3025.986572
	Iteration 19Q: 3 clusters Score -550315.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -550321.187500 Penalty: 3025.986572
	Iteration 20F: 3 clusters Score -550321.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -550327.062500 Penalty: 3025.986572
	Iteration 21Q: 3 clusters Score -550327.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -550328.812500 Penalty: 3025.986572
	Iteration 22Q: 3 clusters Score -550328.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -550336.312500 Penalty: 3025.986572
	Iteration 23Q: 3 clusters Score -550336.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -550342.812500 Penalty: 3025.986572
	Iteration 24Q: 3 clusters Score -550342.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -550348.000000 Penalty: 3025.986572
	Iteration 25Q: 3 clusters Score -550348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -550354.687500 Penalty: 3025.986572
	Iteration 26Q: 3 clusters Score -550354.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -550359.562500 Penalty: 3025.986572
	Iteration 27Q: 3 clusters Score -550359.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -550369.750000 Penalty: 3025.986572
	Iteration 28Q: 3 clusters Score -550369.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -550376.187500 Penalty: 3025.986572
	Iteration 29Q: 3 clusters Score -550376.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -550381.187500 Penalty: 3025.986572
	Iteration 30Q: 3 clusters Score -550381.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -550387.625000 Penalty: 3025.986572
	Iteration 31Q: 3 clusters Score -550387.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -550392.000000 Penalty: 3025.986572
	Iteration 32Q: 3 clusters Score -550392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -550398.187500 Penalty: 3025.986572
	Iteration 33Q: 3 clusters Score -550398.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -550403.312500 Penalty: 3025.986572
	Iteration 34Q: 3 clusters Score -550403.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -550410.062500 Penalty: 3025.986572
	Iteration 35Q: 3 clusters Score -550410.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -550415.937500 Penalty: 3025.986572
	Iteration 36Q: 3 clusters Score -550415.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -550420.750000 Penalty: 3025.986572
	Iteration 37Q: 3 clusters Score -550420.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -550428.125000 Penalty: 3025.986572
	Iteration 38Q: 3 clusters Score -550428.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -550433.437500 Penalty: 3025.986572
	Iteration 39Q: 3 clusters Score -550433.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -550439.750000 Penalty: 3025.986572
	Iteration 40F: 3 clusters Score -550439.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -550447.750000 Penalty: 3025.986572
	Iteration 41Q: 3 clusters Score -550447.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -550452.687500 Penalty: 3025.986572
	Iteration 42Q: 3 clusters Score -550452.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -550461.875000 Penalty: 3025.986572
	Iteration 43Q: 3 clusters Score -550461.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -550467.312500 Penalty: 3025.986572
	Iteration 44Q: 3 clusters Score -550467.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -550476.312500 Penalty: 3025.986572
	Iteration 45Q: 3 clusters Score -550476.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -550489.687500 Penalty: 3025.986572
	Iteration 46Q: 3 clusters Score -550489.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -550502.812500 Penalty: 3025.986572
	Iteration 47Q: 3 clusters Score -550502.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -550511.062500 Penalty: 3025.986572
	Iteration 48Q: 3 clusters Score -550511.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -550521.000000 Penalty: 3025.986572
	Iteration 49Q: 3 clusters Score -550521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -550535.062500 Penalty: 3025.986572
	Iteration 50Q: 3 clusters Score -550535.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -550549.437500 Penalty: 3025.986572
	Iteration 51Q: 3 clusters Score -550549.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -550567.500000 Penalty: 3025.986572
	Iteration 52Q: 3 clusters Score -550567.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -550595.562500 Penalty: 3025.986572
	Iteration 53Q: 3 clusters Score -550595.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -550613.312500 Penalty: 3025.986572
	Iteration 54Q: 3 clusters Score -550613.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -550629.812500 Penalty: 3025.986572
	Iteration 55Q: 3 clusters Score -550629.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -550645.250000 Penalty: 3025.986572
	Iteration 56Q: 3 clusters Score -550645.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -550663.312500 Penalty: 3025.986572
	Iteration 57Q: 3 clusters Score -550663.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -550689.187500 Penalty: 3025.986572
	Iteration 58Q: 3 clusters Score -550689.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -550707.750000 Penalty: 3025.986572
	Iteration 59Q: 3 clusters Score -550707.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -550729.312500 Penalty: 3025.986572
	Iteration 60F: 3 clusters Score -550729.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -550764.125000 Penalty: 3025.986572
	Iteration 61Q: 3 clusters Score -550764.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -550797.125000 Penalty: 3025.986572
	Iteration 62Q: 3 clusters Score -550797.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -550827.312500 Penalty: 3025.986572
	Iteration 63Q: 3 clusters Score -550827.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -550862.312500 Penalty: 3025.986572
	Iteration 64Q: 3 clusters Score -550862.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -550894.937500 Penalty: 3025.986572
	Iteration 65Q: 3 clusters Score -550894.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -550926.500000 Penalty: 3025.986572
	Iteration 66Q: 3 clusters Score -550926.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -550949.000000 Penalty: 3025.986572
	Iteration 67Q: 3 clusters Score -550949 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -550971.562500 Penalty: 3025.986572
	Iteration 68Q: 3 clusters Score -550971.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -550995.312500 Penalty: 3025.986572
	Iteration 69Q: 3 clusters Score -550995.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -551017.687500 Penalty: 3025.986572
	Iteration 70Q: 3 clusters Score -551017.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -551047.187500 Penalty: 3025.986572
	Iteration 71Q: 3 clusters Score -551047.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -551072.937500 Penalty: 3025.986572
	Iteration 72Q: 3 clusters Score -551072.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -551092.062500 Penalty: 3025.986572
	Iteration 73Q: 3 clusters Score -551092.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -551106.000000 Penalty: 3025.986572
	Iteration 74Q: 3 clusters Score -551106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -551119.625000 Penalty: 3025.986572
	Iteration 75Q: 3 clusters Score -551119.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -551132.000000 Penalty: 3025.986572
	Iteration 76Q: 3 clusters Score -551132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -551140.937500 Penalty: 3025.986572
	Iteration 77Q: 3 clusters Score -551140.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -551151.937500 Penalty: 3025.986572
	Iteration 78Q: 3 clusters Score -551151.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -551163.500000 Penalty: 3025.986572
	Iteration 79Q: 3 clusters Score -551163.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -551171.250000 Penalty: 3025.986572
	Iteration 80F: 3 clusters Score -551171.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -551181.062500 Penalty: 3025.986572
	Iteration 81Q: 3 clusters Score -551181.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -551191.437500 Penalty: 3025.986572
	Iteration 82Q: 3 clusters Score -551191.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -551195.625000 Penalty: 3025.986572
	Iteration 83Q: 3 clusters Score -551195.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -551198.875000 Penalty: 3025.986572
	Iteration 84Q: 3 clusters Score -551198.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -551199.500000 Penalty: 3025.986572
	Iteration 85Q: 3 clusters Score -551199.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -551201.250000 Penalty: 3025.986572
	Iteration 86Q: 3 clusters Score -551201.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -551205.250000 Penalty: 3025.986572
	Iteration 87Q: 3 clusters Score -551205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -551205.562500 Penalty: 3025.986572
	Iteration 88Q: 3 clusters Score -551205.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -551206.750000 Penalty: 3025.986572
	Iteration 89Q: 3 clusters Score -551206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -551208.000000 Penalty: 3025.986572
	Iteration 90Q: 3 clusters Score -551208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -551209.375000 Penalty: 3025.986572
	Iteration 91Q: 3 clusters Score -551209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -551210.687500 Penalty: 3025.986572
	Iteration 92Q: 3 clusters Score -551210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -551210.062500 Penalty: 3025.986572
	Iteration 93Q: 3 clusters Score -551210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -551210.375000 Penalty: 3025.986572
	Iteration 94Q: 3 clusters Score -551210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -551210.562500 Penalty: 3025.986572
	Iteration 95Q: 3 clusters Score -551210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -551211.000000 Penalty: 3025.986572
	Iteration 96Q: 3 clusters Score -551211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -551212.312500 Penalty: 3025.986572
	Iteration 97Q: 3 clusters Score -551212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -551212.750000 Penalty: 3025.986572
	Iteration 98Q: 3 clusters Score -551212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -551214.125000 Penalty: 3025.986572
	Iteration 99Q: 3 clusters Score -551214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -551214.000000 Penalty: 3025.986572
	Iteration 100F: 3 clusters Score -551214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -551214.062500 Penalty: 3025.986572
	Iteration 101Q: 3 clusters Score -551214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -551214.750000 Penalty: 3025.986572
	Iteration 102Q: 3 clusters Score -551214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -551214.937500 Penalty: 3025.986572
	Iteration 103Q: 3 clusters Score -551214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -551214.937500 Penalty: 3025.986572
	Iteration 104Q: 3 clusters Score -551214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -551214.937500 Penalty: 3025.986572
	Iteration 105Q: 3 clusters Score -551214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -551215.250000 Penalty: 3025.986572
	Iteration 106Q: 3 clusters Score -551215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -551215.000000 Penalty: 3025.986572
	Iteration 107Q: 3 clusters Score -551215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -551215.625000 Penalty: 3025.986572
	Iteration 108Q: 3 clusters Score -551215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -551214.875000 Penalty: 3025.986572
	Iteration 109Q: 3 clusters Score -551214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -551214.375000 Penalty: 3025.986572
	Iteration 110Q: 3 clusters Score -551214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -551216.750000 Penalty: 3025.986572
	Iteration 111Q: 3 clusters Score -551216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -551216.875000 Penalty: 3025.986572
	Iteration 112Q: 3 clusters Score -551216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -551217.000000 Penalty: 3025.986572
	Iteration 113Q: 3 clusters Score -551217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -551215.437500 Penalty: 3025.986572
	Iteration 114Q: 3 clusters Score -551215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -551217.250000 Penalty: 3025.986572
	Iteration 115Q: 3 clusters Score -551217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -551216.375000 Penalty: 3025.986572
	Iteration 116Q: 3 clusters Score -551216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -551217.375000 Penalty: 3025.986572
	Iteration 117Q: 3 clusters Score -551217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -551217.937500 Penalty: 3025.986572
	Iteration 118Q: 3 clusters Score -551217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -551219.625000 Penalty: 3025.986572
	Iteration 119Q: 3 clusters Score -551219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -551218.500000 Penalty: 3025.986572
	Iteration 120F: 3 clusters Score -551218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -551219.312500 Penalty: 3025.986572
	Iteration 121Q: 3 clusters Score -551219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -551219.875000 Penalty: 3025.986572
	Iteration 122Q: 3 clusters Score -551219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -551221.250000 Penalty: 3025.986572
	Iteration 123Q: 3 clusters Score -551221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -551221.250000 Penalty: 3025.986572
	Iteration 124Q: 3 clusters Score -551221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -551222.312500 Penalty: 3025.986572
	Iteration 125Q: 3 clusters Score -551222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -551223.062500 Penalty: 3025.986572
	Iteration 126Q: 3 clusters Score -551223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -551222.937500 Penalty: 3025.986572
	Iteration 127Q: 3 clusters Score -551222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -551223.000000 Penalty: 3025.986572
	Iteration 128Q: 3 clusters Score -551223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -551224.812500 Penalty: 3025.986572
	Iteration 129Q: 3 clusters Score -551224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -551224.375000 Penalty: 3025.986572
	Iteration 130Q: 3 clusters Score -551224.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -551225.437500 Penalty: 3025.986572
	Iteration 131Q: 3 clusters Score -551225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -551226.562500 Penalty: 3025.986572
	Iteration 132Q: 3 clusters Score -551226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -551226.687500 Penalty: 3025.986572
	Iteration 133Q: 3 clusters Score -551226.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -551228.875000 Penalty: 3025.986572
	Iteration 134Q: 3 clusters Score -551228.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -551229.875000 Penalty: 3025.986572
	Iteration 135Q: 3 clusters Score -551229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -551231.437500 Penalty: 3025.986572
	Iteration 136Q: 3 clusters Score -551231.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -551231.562500 Penalty: 3025.986572
	Iteration 137Q: 3 clusters Score -551231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -551231.375000 Penalty: 3025.986572
	Iteration 138Q: 3 clusters Score -551231.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -551232.312500 Penalty: 3025.986572
	Iteration 139Q: 3 clusters Score -551232.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -551233.812500 Penalty: 3025.986572
	Iteration 140F: 3 clusters Score -551233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -551236.500000 Penalty: 3025.986572
	Iteration 141Q: 3 clusters Score -551236.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -551236.875000 Penalty: 3025.986572
	Iteration 142Q: 3 clusters Score -551236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -551237.187500 Penalty: 3025.986572
	Iteration 143Q: 3 clusters Score -551237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -551238.625000 Penalty: 3025.986572
	Iteration 144Q: 3 clusters Score -551238.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -551237.625000 Penalty: 3025.986572
	Iteration 145Q: 3 clusters Score -551237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -551239.750000 Penalty: 3025.986572
	Iteration 146Q: 3 clusters Score -551239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -551242.062500 Penalty: 3025.986572
	Iteration 147Q: 3 clusters Score -551242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -551243.750000 Penalty: 3025.986572
	Iteration 148Q: 3 clusters Score -551243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -551241.562500 Penalty: 3025.986572
	Iteration 149Q: 3 clusters Score -551241.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -551244.000000 Penalty: 3025.986572
	Iteration 150Q: 3 clusters Score -551244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -551245.250000 Penalty: 3025.986572
	Iteration 151Q: 3 clusters Score -551245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -551245.000000 Penalty: 3025.986572
	Iteration 152Q: 3 clusters Score -551245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -551245.250000 Penalty: 3025.986572
	Iteration 153Q: 3 clusters Score -551245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -551246.812500 Penalty: 3025.986572
	Iteration 154Q: 3 clusters Score -551246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -551244.875000 Penalty: 3025.986572
	Iteration 155Q: 3 clusters Score -551244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -551247.500000 Penalty: 3025.986572
	Iteration 156Q: 3 clusters Score -551247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -551247.312500 Penalty: 3025.986572
	Iteration 157Q: 3 clusters Score -551247.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -551248.125000 Penalty: 3025.986572
	Iteration 158Q: 3 clusters Score -551248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -551248.125000 Penalty: 3025.986572
	Iteration 159F: 3 clusters Score -551248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Entering Unmasked Estep 
Score: -375874.875000 Penalty: 1469.869019
	Iteration 0F: 2 clusters Score -375874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -369698.187500 Penalty: 2939.738037
	Iteration 0F: 3 clusters Score -369698.2 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -371697.156250 Penalty: 2939.738037
	Iteration 1F: 3 clusters Score -371697.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -371962.906250 Penalty: 2939.738037
	Iteration 2F: 3 clusters Score -371962.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -372226.937500 Penalty: 2939.738037
	Iteration 3F: 3 clusters Score -372226.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -372549.812500 Penalty: 2939.738037
	Iteration 4Q: 3 clusters Score -372549.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -372851.000000 Penalty: 2939.738037
	Iteration 5F: 3 clusters Score -372851 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -373140.718750 Penalty: 2939.738037
	Iteration 6F: 3 clusters Score -373140.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -373461.281250 Penalty: 2939.738037
	Iteration 7F: 3 clusters Score -373461.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -373832.531250 Penalty: 2939.738037
	Iteration 8F: 3 clusters Score -373832.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -374210.875000 Penalty: 2939.738037
	Iteration 9F: 3 clusters Score -374210.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -374577.531250 Penalty: 2939.738037
	Iteration 10F: 3 clusters Score -374577.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -374844.812500 Penalty: 2939.738037
	Iteration 11Q: 3 clusters Score -374844.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -375051.718750 Penalty: 2939.738037
	Iteration 12Q: 3 clusters Score -375051.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -375174.937500 Penalty: 2939.738037
	Iteration 13Q: 3 clusters Score -375174.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -375234.437500 Penalty: 2939.738037
	Iteration 14Q: 3 clusters Score -375234.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375270.000000 Penalty: 2939.738037
	Iteration 15Q: 3 clusters Score -375270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -375297.843750 Penalty: 2939.738037
	Iteration 16Q: 3 clusters Score -375297.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -375317.656250 Penalty: 2939.738037
	Iteration 17Q: 3 clusters Score -375317.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -375331.875000 Penalty: 2939.738037
	Iteration 18Q: 3 clusters Score -375331.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -375345.750000 Penalty: 2939.738037
	Iteration 19Q: 3 clusters Score -375345.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -375358.562500 Penalty: 2939.738037
	Iteration 20F: 3 clusters Score -375358.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -375367.531250 Penalty: 2939.738037
	Iteration 21Q: 3 clusters Score -375367.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -375378.093750 Penalty: 2939.738037
	Iteration 22Q: 3 clusters Score -375378.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -375387.250000 Penalty: 2939.738037
	Iteration 23Q: 3 clusters Score -375387.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -375397.937500 Penalty: 2939.738037
	Iteration 24Q: 3 clusters Score -375397.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375405.031250 Penalty: 2939.738037
	Iteration 25Q: 3 clusters Score -375405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -375417.156250 Penalty: 2939.738037
	Iteration 26Q: 3 clusters Score -375417.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -375425.687500 Penalty: 2939.738037
	Iteration 27Q: 3 clusters Score -375425.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -375434.000000 Penalty: 2939.738037
	Iteration 28Q: 3 clusters Score -375434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -375441.531250 Penalty: 2939.738037
	Iteration 29Q: 3 clusters Score -375441.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -375451.437500 Penalty: 2939.738037
	Iteration 30Q: 3 clusters Score -375451.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -375462.031250 Penalty: 2939.738037
	Iteration 31Q: 3 clusters Score -375462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -375476.312500 Penalty: 2939.738037
	Iteration 32Q: 3 clusters Score -375476.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -375496.000000 Penalty: 2939.738037
	Iteration 33Q: 3 clusters Score -375496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -375517.593750 Penalty: 2939.738037
	Iteration 34Q: 3 clusters Score -375517.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -375540.750000 Penalty: 2939.738037
	Iteration 35Q: 3 clusters Score -375540.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -375565.656250 Penalty: 2939.738037
	Iteration 36Q: 3 clusters Score -375565.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -375588.718750 Penalty: 2939.738037
	Iteration 37Q: 3 clusters Score -375588.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -375607.531250 Penalty: 2939.738037
	Iteration 38Q: 3 clusters Score -375607.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -375625.937500 Penalty: 2939.738037
	Iteration 39Q: 3 clusters Score -375625.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -375636.812500 Penalty: 2939.738037
	Iteration 40F: 3 clusters Score -375636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -375642.843750 Penalty: 2939.738037
	Iteration 41Q: 3 clusters Score -375642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -375648.750000 Penalty: 2939.738037
	Iteration 42Q: 3 clusters Score -375648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -375653.468750 Penalty: 2939.738037
	Iteration 43Q: 3 clusters Score -375653.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -375657.187500 Penalty: 2939.738037
	Iteration 44Q: 3 clusters Score -375657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -375658.812500 Penalty: 2939.738037
	Iteration 45Q: 3 clusters Score -375658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -375661.312500 Penalty: 2939.738037
	Iteration 46Q: 3 clusters Score -375661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -375666.375000 Penalty: 2939.738037
	Iteration 47Q: 3 clusters Score -375666.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -375669.593750 Penalty: 2939.738037
	Iteration 48Q: 3 clusters Score -375669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -375671.343750 Penalty: 2939.738037
	Iteration 49Q: 3 clusters Score -375671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -375672.656250 Penalty: 2939.738037
	Iteration 50Q: 3 clusters Score -375672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -375672.812500 Penalty: 2939.738037
	Iteration 51Q: 3 clusters Score -375672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -375672.812500 Penalty: 2939.738037
	Iteration 52F: 3 clusters Score -375672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172942 members 
Entering Unmasked Estep 
Score: -8331601.000000 Penalty: 1959.865723
	Iteration 0F: 2 clusters Score -8331601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -8215450.500000 Penalty: 3919.731445
	Iteration 0F: 3 clusters Score -8215450 nChanged 83596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -8265605.000000 Penalty: 3919.731445
	Iteration 1F: 3 clusters Score -8265605 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -8267476.000000 Penalty: 3919.731445
	Iteration 2Q: 3 clusters Score -8267476 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -8270422.500000 Penalty: 3919.731445
	Iteration 3Q: 3 clusters Score -8270422 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -8275360.000000 Penalty: 3919.731445
	Iteration 4F: 3 clusters Score -8275360 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -8283044.500000 Penalty: 3919.731445
	Iteration 5F: 3 clusters Score -8283044 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 133684 members 
Entering Unmasked Estep 
Score: -8294376.000000 Penalty: 3919.731445
	Iteration 6F: 3 clusters Score -8294376 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 146742 members 
Entering Unmasked Estep 
Score: -8307095.500000 Penalty: 3919.731445
	Iteration 7F: 3 clusters Score -8307096 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 156958 members 
Entering Unmasked Estep 
Score: -8317137.500000 Penalty: 3919.731445
	Iteration 8F: 3 clusters Score -8317138 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 163421 members 
Entering Unmasked Estep 
Score: -8323133.000000 Penalty: 3919.731445
	Iteration 9Q: 3 clusters Score -8323133 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 167004 members 
Entering Unmasked Estep 
Score: -8326216.500000 Penalty: 3919.731445
	Iteration 10Q: 3 clusters Score -8326216 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 168962 members 
Entering Unmasked Estep 
Score: -8327788.500000 Penalty: 3919.731445
	Iteration 11Q: 3 clusters Score -8327788 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 170108 members 
Entering Unmasked Estep 
Score: -8328645.000000 Penalty: 3919.731445
	Iteration 12Q: 3 clusters Score -8328645 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 170746 members 
Entering Unmasked Estep 
Score: -8329092.000000 Penalty: 3919.731445
	Iteration 13Q: 3 clusters Score -8329092 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -8329396.000000 Penalty: 3919.731445
	Iteration 14Q: 3 clusters Score -8329396 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -8329586.000000 Penalty: 3919.731445
	Iteration 15Q: 3 clusters Score -8329586 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -8329695.500000 Penalty: 3919.731445
	Iteration 16Q: 3 clusters Score -8329696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 171740 members 
Entering Unmasked Estep 
Score: -8329769.000000 Penalty: 3919.731445
	Iteration 17Q: 3 clusters Score -8329769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 171832 members 
Entering Unmasked Estep 
Score: -8329823.500000 Penalty: 3919.731445
	Iteration 18Q: 3 clusters Score -8329824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 171886 members 
Entering Unmasked Estep 
Score: -8329844.500000 Penalty: 3919.731445
	Iteration 19Q: 3 clusters Score -8329844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 171938 members 
Entering Unmasked Estep 
Score: -8329871.000000 Penalty: 3919.731445
	Iteration 20F: 3 clusters Score -8329871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -8329912.000000 Penalty: 3919.731445
	Iteration 21Q: 3 clusters Score -8329912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -8329934.000000 Penalty: 3919.731445
	Iteration 22Q: 3 clusters Score -8329934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -8329942.000000 Penalty: 3919.731445
	Iteration 23Q: 3 clusters Score -8329942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -8329947.500000 Penalty: 3919.731445
	Iteration 24Q: 3 clusters Score -8329948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 172087 members 
Entering Unmasked Estep 
Score: -8329980.000000 Penalty: 3919.731445
	Iteration 25Q: 3 clusters Score -8329980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 172107 members 
Entering Unmasked Estep 
Score: -8329980.000000 Penalty: 3919.731445
	Iteration 26Q: 3 clusters Score -8329980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172122 members 
Entering Unmasked Estep 
Score: -8329992.500000 Penalty: 3919.731445
	Iteration 27Q: 3 clusters Score -8329992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -8330004.000000 Penalty: 3919.731445
	Iteration 28Q: 3 clusters Score -8330004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 172133 members 
Entering Unmasked Estep 
Score: -8330007.500000 Penalty: 3919.731445
	Iteration 29Q: 3 clusters Score -8330008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 172138 members 
Entering Unmasked Estep 
Score: -8330008.000000 Penalty: 3919.731445
	Iteration 30Q: 3 clusters Score -8330008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 172140 members 
Entering Unmasked Estep 
Score: -8330004.000000 Penalty: 3919.731445
	Iteration 31Q: 3 clusters Score -8330004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -8330005.500000 Penalty: 3919.731445
	Iteration 32Q: 3 clusters Score -8330006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 172153 members 
Entering Unmasked Estep 
Score: -8330004.000000 Penalty: 3919.731445
	Iteration 33Q: 3 clusters Score -8330004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 172159 members 
Entering Unmasked Estep 
Score: -8330007.500000 Penalty: 3919.731445
	Iteration 34Q: 3 clusters Score -8330008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 172162 members 
Entering Unmasked Estep 
Score: -8330004.000000 Penalty: 3919.731445
	Iteration 35Q: 3 clusters Score -8330004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 172167 members 
Entering Unmasked Estep 
Score: -8330012.500000 Penalty: 3919.731445
	Iteration 36Q: 3 clusters Score -8330012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 172168 members 
Entering Unmasked Estep 
Score: -8330019.000000 Penalty: 3919.731445
	Iteration 37Q: 3 clusters Score -8330019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -8330021.500000 Penalty: 3919.731445
	Iteration 38Q: 3 clusters Score -8330022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -8330022.000000 Penalty: 3919.731445
	Iteration 39Q: 3 clusters Score -8330022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -8330025.000000 Penalty: 3919.731445
	Iteration 40F: 3 clusters Score -8330025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -8330023.500000 Penalty: 3919.731445
	Iteration 41Q: 3 clusters Score -8330024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
Score: -8330019.000000 Penalty: 3919.731445
	Iteration 42Q: 3 clusters Score -8330019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 172178 members 
Entering Unmasked Estep 
Score: -8330023.500000 Penalty: 3919.731445
	Iteration 43Q: 3 clusters Score -8330024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
Score: -8330023.000000 Penalty: 3919.731445
	Iteration 44Q: 3 clusters Score -8330023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 172177 members 
Entering Unmasked Estep 
Score: -8330024.000000 Penalty: 3919.731445
	Iteration 45Q: 3 clusters Score -8330024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 172178 members 
Entering Unmasked Estep 
Score: -8330026.500000 Penalty: 3919.731445
	Iteration 46Q: 3 clusters Score -8330026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 172178 members 
Entering Unmasked Estep 
Score: -8330026.500000 Penalty: 3919.731445
	Iteration 47F: 3 clusters Score -8330026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -73595.421875 Penalty: 1199.291504
	Iteration 0F: 2 clusters Score -73595.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -71748.750000 Penalty: 2398.583008
	Iteration 0F: 3 clusters Score -71748.75 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -72100.343750 Penalty: 2398.583008
	Iteration 1F: 3 clusters Score -72100.34 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -72197.265625 Penalty: 2398.583008
	Iteration 2F: 3 clusters Score -72197.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -72260.210938 Penalty: 2398.583008
	Iteration 3Q: 3 clusters Score -72260.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -72293.382812 Penalty: 2398.583008
	Iteration 4Q: 3 clusters Score -72293.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72320.218750 Penalty: 2398.583008
	Iteration 5Q: 3 clusters Score -72320.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72338.195312 Penalty: 2398.583008
	Iteration 6Q: 3 clusters Score -72338.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72353.429688 Penalty: 2398.583008
	Iteration 7Q: 3 clusters Score -72353.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -72366.851562 Penalty: 2398.583008
	Iteration 8Q: 3 clusters Score -72366.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -72378.281250 Penalty: 2398.583008
	Iteration 9Q: 3 clusters Score -72378.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72384.828125 Penalty: 2398.583008
	Iteration 10Q: 3 clusters Score -72384.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -72387.515625 Penalty: 2398.583008
	Iteration 11Q: 3 clusters Score -72387.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72389.515625 Penalty: 2398.583008
	Iteration 12Q: 3 clusters Score -72389.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72392.750000 Penalty: 2398.583008
	Iteration 13Q: 3 clusters Score -72392.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72396.742188 Penalty: 2398.583008
	Iteration 14Q: 3 clusters Score -72396.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -72401.250000 Penalty: 2398.583008
	Iteration 15Q: 3 clusters Score -72401.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72406.054688 Penalty: 2398.583008
	Iteration 16Q: 3 clusters Score -72406.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -72414.093750 Penalty: 2398.583008
	Iteration 17Q: 3 clusters Score -72414.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -72428.890625 Penalty: 2398.583008
	Iteration 18Q: 3 clusters Score -72428.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72439.312500 Penalty: 2398.583008
	Iteration 19Q: 3 clusters Score -72439.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72448.906250 Penalty: 2398.583008
	Iteration 20F: 3 clusters Score -72448.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -72456.281250 Penalty: 2398.583008
	Iteration 21Q: 3 clusters Score -72456.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72466.804688 Penalty: 2398.583008
	Iteration 22Q: 3 clusters Score -72466.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72472.976562 Penalty: 2398.583008
	Iteration 23Q: 3 clusters Score -72472.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -72476.367188 Penalty: 2398.583008
	Iteration 24Q: 3 clusters Score -72476.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72477.796875 Penalty: 2398.583008
	Iteration 25Q: 3 clusters Score -72477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72480.460938 Penalty: 2398.583008
	Iteration 26Q: 3 clusters Score -72480.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72482.476562 Penalty: 2398.583008
	Iteration 27Q: 3 clusters Score -72482.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72485.203125 Penalty: 2398.583008
	Iteration 28Q: 3 clusters Score -72485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72485.664062 Penalty: 2398.583008
	Iteration 29Q: 3 clusters Score -72485.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72485.664062 Penalty: 2398.583008
	Iteration 30F: 3 clusters Score -72485.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (376753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376753 members 
Entering Unmasked Estep 
Score: -18088970.000000 Penalty: 2086.393555
	Iteration 0F: 2 clusters Score -1.808897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188660 members 
Mstep: Class 2 contains 188093 members 
Entering Unmasked Estep 
Score: -17833578.000000 Penalty: 4172.787109
	Iteration 0F: 3 clusters Score -1.783358e+07 nChanged 184511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200465 members 
Mstep: Class 2 contains 176288 members 
Entering Unmasked Estep 
Score: -17944584.000000 Penalty: 4172.787109
	Iteration 1F: 3 clusters Score -1.794458e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208200 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -17946860.000000 Penalty: 4172.787109
	Iteration 2Q: 3 clusters Score -1.794686e+07 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220257 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -17951044.000000 Penalty: 4172.787109
	Iteration 3Q: 3 clusters Score -1.795104e+07 nChanged 19142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238873 members 
Mstep: Class 2 contains 137880 members 
Entering Unmasked Estep 
Score: -17959736.000000 Penalty: 4172.787109
	Iteration 4F: 3 clusters Score -1.795974e+07 nChanged 27154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265897 members 
Mstep: Class 2 contains 110856 members 
Entering Unmasked Estep 
Score: -17977756.000000 Penalty: 4172.787109
	Iteration 5F: 3 clusters Score -1.797776e+07 nChanged 35323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301196 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -18008820.000000 Penalty: 4172.787109
	Iteration 6F: 3 clusters Score -1.800882e+07 nChanged 36718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337912 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -18046926.000000 Penalty: 4172.787109
	Iteration 7F: 3 clusters Score -1.804693e+07 nChanged 25537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363449 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -18074412.000000 Penalty: 4172.787109
	Iteration 8F: 3 clusters Score -1.807441e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373487 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -18084404.000000 Penalty: 4172.787109
	Iteration 9Q: 3 clusters Score -1.80844e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375914 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -18086660.000000 Penalty: 4172.787109
	Iteration 10Q: 3 clusters Score -1.808666e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376356 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -18087068.000000 Penalty: 4172.787109
	Iteration 11Q: 3 clusters Score -1.808707e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376471 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18087192.000000 Penalty: 4172.787109
	Iteration 12Q: 3 clusters Score -1.808719e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376491 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18087232.000000 Penalty: 4172.787109
	Iteration 13Q: 3 clusters Score -1.808723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376499 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18087248.000000 Penalty: 4172.787109
	Iteration 14Q: 3 clusters Score -1.808725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376503 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18087268.000000 Penalty: 4172.787109
	Iteration 15Q: 3 clusters Score -1.808727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376504 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18087278.000000 Penalty: 4172.787109
	Iteration 16Q: 3 clusters Score -1.808728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376505 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18087288.000000 Penalty: 4172.787109
	Iteration 17Q: 3 clusters Score -1.808729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376504 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18087290.000000 Penalty: 4172.787109
	Iteration 18Q: 3 clusters Score -1.808729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18087298.000000 Penalty: 4172.787109
	Iteration 19Q: 3 clusters Score -1.80873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376507 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18087294.000000 Penalty: 4172.787109
	Iteration 20F: 3 clusters Score -1.808729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18087310.000000 Penalty: 4172.787109
	Iteration 21Q: 3 clusters Score -1.808731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376508 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18087302.000000 Penalty: 4172.787109
	Iteration 22Q: 3 clusters Score -1.80873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376507 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18087306.000000 Penalty: 4172.787109
	Iteration 23Q: 3 clusters Score -1.808731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18087308.000000 Penalty: 4172.787109
	Iteration 24Q: 3 clusters Score -1.808731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18087300.000000 Penalty: 4172.787109
	Iteration 25Q: 3 clusters Score -1.80873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376509 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18087306.000000 Penalty: 4172.787109
	Iteration 26Q: 3 clusters Score -1.808731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376512 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18087320.000000 Penalty: 4172.787109
	Iteration 27Q: 3 clusters Score -1.808732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376511 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18087332.000000 Penalty: 4172.787109
	Iteration 28Q: 3 clusters Score -1.808733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376514 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18087326.000000 Penalty: 4172.787109
	Iteration 29Q: 3 clusters Score -1.808733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376516 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18087322.000000 Penalty: 4172.787109
	Iteration 30Q: 3 clusters Score -1.808732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376516 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18087322.000000 Penalty: 4172.787109
	Iteration 31F: 3 clusters Score -1.808732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -563933.750000 Penalty: 1514.791260
	Iteration 0F: 2 clusters Score -563933.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -555956.875000 Penalty: 3029.582520
	Iteration 0F: 3 clusters Score -555956.9 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -558603.875000 Penalty: 3029.582520
	Iteration 1F: 3 clusters Score -558603.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -558846.562500 Penalty: 3029.582520
	Iteration 2F: 3 clusters Score -558846.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -559064.812500 Penalty: 3029.582520
	Iteration 3Q: 3 clusters Score -559064.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -559251.562500 Penalty: 3029.582520
	Iteration 4Q: 3 clusters Score -559251.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -559418.562500 Penalty: 3029.582520
	Iteration 5Q: 3 clusters Score -559418.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -559589.312500 Penalty: 3029.582520
	Iteration 6Q: 3 clusters Score -559589.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -559821.687500 Penalty: 3029.582520
	Iteration 7Q: 3 clusters Score -559821.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -560153.187500 Penalty: 3029.582520
	Iteration 8Q: 3 clusters Score -560153.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -560562.750000 Penalty: 3029.582520
	Iteration 9F: 3 clusters Score -560562.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -561023.937500 Penalty: 3029.582520
	Iteration 10F: 3 clusters Score -561023.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -561470.562500 Penalty: 3029.582520
	Iteration 11Q: 3 clusters Score -561470.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -561842.562500 Penalty: 3029.582520
	Iteration 12Q: 3 clusters Score -561842.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -562096.187500 Penalty: 3029.582520
	Iteration 13Q: 3 clusters Score -562096.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -562241.062500 Penalty: 3029.582520
	Iteration 14Q: 3 clusters Score -562241.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -562346.625000 Penalty: 3029.582520
	Iteration 15Q: 3 clusters Score -562346.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -562413.437500 Penalty: 3029.582520
	Iteration 16Q: 3 clusters Score -562413.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -562476.812500 Penalty: 3029.582520
	Iteration 17Q: 3 clusters Score -562476.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -562522.562500 Penalty: 3029.582520
	Iteration 18Q: 3 clusters Score -562522.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -562554.250000 Penalty: 3029.582520
	Iteration 19Q: 3 clusters Score -562554.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -562576.062500 Penalty: 3029.582520
	Iteration 20F: 3 clusters Score -562576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -562594.250000 Penalty: 3029.582520
	Iteration 21Q: 3 clusters Score -562594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -562604.437500 Penalty: 3029.582520
	Iteration 22Q: 3 clusters Score -562604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -562611.062500 Penalty: 3029.582520
	Iteration 23Q: 3 clusters Score -562611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -562614.000000 Penalty: 3029.582520
	Iteration 24Q: 3 clusters Score -562614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -562615.500000 Penalty: 3029.582520
	Iteration 25Q: 3 clusters Score -562615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -562615.500000 Penalty: 3029.582520
	Iteration 26F: 3 clusters Score -562615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (71133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Entering Unmasked Estep 
Score: -3407481.750000 Penalty: 1815.499878
	Iteration 0F: 2 clusters Score -3407482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -3360002.750000 Penalty: 3630.999756
	Iteration 0F: 3 clusters Score -3360003 nChanged 33686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3379172.250000 Penalty: 3630.999756
	Iteration 1F: 3 clusters Score -3379172 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -3379816.000000 Penalty: 3630.999756
	Iteration 2Q: 3 clusters Score -3379816 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3380576.250000 Penalty: 3630.999756
	Iteration 3Q: 3 clusters Score -3380576 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3381573.000000 Penalty: 3630.999756
	Iteration 4Q: 3 clusters Score -3381573 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3383010.000000 Penalty: 3630.999756
	Iteration 5Q: 3 clusters Score -3383010 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3385364.500000 Penalty: 3630.999756
	Iteration 6F: 3 clusters Score -3385364 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3388787.750000 Penalty: 3630.999756
	Iteration 7F: 3 clusters Score -3388788 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3393267.750000 Penalty: 3630.999756
	Iteration 8F: 3 clusters Score -3393268 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3397790.250000 Penalty: 3630.999756
	Iteration 9F: 3 clusters Score -3397790 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3401458.500000 Penalty: 3630.999756
	Iteration 10F: 3 clusters Score -3401458 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3403582.250000 Penalty: 3630.999756
	Iteration 11Q: 3 clusters Score -3403582 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3404636.500000 Penalty: 3630.999756
	Iteration 12Q: 3 clusters Score -3404636 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3405142.500000 Penalty: 3630.999756
	Iteration 13Q: 3 clusters Score -3405142 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3405436.000000 Penalty: 3630.999756
	Iteration 14Q: 3 clusters Score -3405436 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3405580.250000 Penalty: 3630.999756
	Iteration 15Q: 3 clusters Score -3405580 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3405668.000000 Penalty: 3630.999756
	Iteration 16Q: 3 clusters Score -3405668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3405723.000000 Penalty: 3630.999756
	Iteration 17Q: 3 clusters Score -3405723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3405763.500000 Penalty: 3630.999756
	Iteration 18Q: 3 clusters Score -3405764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3405807.250000 Penalty: 3630.999756
	Iteration 19Q: 3 clusters Score -3405807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3405848.250000 Penalty: 3630.999756
	Iteration 20F: 3 clusters Score -3405848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3405880.250000 Penalty: 3630.999756
	Iteration 21Q: 3 clusters Score -3405880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3405885.000000 Penalty: 3630.999756
	Iteration 22Q: 3 clusters Score -3405885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3405898.500000 Penalty: 3630.999756
	Iteration 23Q: 3 clusters Score -3405898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3405907.750000 Penalty: 3630.999756
	Iteration 24Q: 3 clusters Score -3405908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3405913.500000 Penalty: 3630.999756
	Iteration 25Q: 3 clusters Score -3405914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3405915.750000 Penalty: 3630.999756
	Iteration 26Q: 3 clusters Score -3405916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3405921.750000 Penalty: 3630.999756
	Iteration 27Q: 3 clusters Score -3405922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3405928.000000 Penalty: 3630.999756
	Iteration 28Q: 3 clusters Score -3405928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3405931.000000 Penalty: 3630.999756
	Iteration 29Q: 3 clusters Score -3405931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3405931.250000 Penalty: 3630.999756
	Iteration 30Q: 3 clusters Score -3405931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3405936.750000 Penalty: 3630.999756
	Iteration 31Q: 3 clusters Score -3405937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3405936.750000 Penalty: 3630.999756
	Iteration 32Q: 3 clusters Score -3405937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3405937.500000 Penalty: 3630.999756
	Iteration 33Q: 3 clusters Score -3405938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3405939.000000 Penalty: 3630.999756
	Iteration 34Q: 3 clusters Score -3405939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3405940.750000 Penalty: 3630.999756
	Iteration 35Q: 3 clusters Score -3405941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3405940.750000 Penalty: 3630.999756
	Iteration 36F: 3 clusters Score -3405941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -247700.406250 Penalty: 1375.434814
	Iteration 0F: 2 clusters Score -247700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -243856.140625 Penalty: 2750.869629
	Iteration 0F: 3 clusters Score -243856.1 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -244879.593750 Penalty: 2750.869629
	Iteration 1F: 3 clusters Score -244879.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -245007.921875 Penalty: 2750.869629
	Iteration 2F: 3 clusters Score -245007.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -245089.890625 Penalty: 2750.869629
	Iteration 3Q: 3 clusters Score -245089.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -245147.656250 Penalty: 2750.869629
	Iteration 4Q: 3 clusters Score -245147.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -245198.781250 Penalty: 2750.869629
	Iteration 5Q: 3 clusters Score -245198.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -245247.343750 Penalty: 2750.869629
	Iteration 6Q: 3 clusters Score -245247.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -245290.562500 Penalty: 2750.869629
	Iteration 7Q: 3 clusters Score -245290.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -245344.140625 Penalty: 2750.869629
	Iteration 8Q: 3 clusters Score -245344.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -245398.453125 Penalty: 2750.869629
	Iteration 9Q: 3 clusters Score -245398.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -245455.375000 Penalty: 2750.869629
	Iteration 10Q: 3 clusters Score -245455.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -245510.265625 Penalty: 2750.869629
	Iteration 11Q: 3 clusters Score -245510.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -245571.296875 Penalty: 2750.869629
	Iteration 12Q: 3 clusters Score -245571.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -245648.156250 Penalty: 2750.869629
	Iteration 13Q: 3 clusters Score -245648.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -245736.671875 Penalty: 2750.869629
	Iteration 14Q: 3 clusters Score -245736.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -245834.562500 Penalty: 2750.869629
	Iteration 15Q: 3 clusters Score -245834.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -245944.640625 Penalty: 2750.869629
	Iteration 16Q: 3 clusters Score -245944.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -246042.015625 Penalty: 2750.869629
	Iteration 17Q: 3 clusters Score -246042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -246124.046875 Penalty: 2750.869629
	Iteration 18Q: 3 clusters Score -246124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -246186.359375 Penalty: 2750.869629
	Iteration 19Q: 3 clusters Score -246186.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -246229.687500 Penalty: 2750.869629
	Iteration 20F: 3 clusters Score -246229.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -246269.562500 Penalty: 2750.869629
	Iteration 21Q: 3 clusters Score -246269.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -246300.500000 Penalty: 2750.869629
	Iteration 22Q: 3 clusters Score -246300.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -246333.812500 Penalty: 2750.869629
	Iteration 23Q: 3 clusters Score -246333.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -246366.375000 Penalty: 2750.869629
	Iteration 24Q: 3 clusters Score -246366.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -246386.062500 Penalty: 2750.869629
	Iteration 25Q: 3 clusters Score -246386.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -246404.062500 Penalty: 2750.869629
	Iteration 26Q: 3 clusters Score -246404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -246416.671875 Penalty: 2750.869629
	Iteration 27Q: 3 clusters Score -246416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -246426.906250 Penalty: 2750.869629
	Iteration 28Q: 3 clusters Score -246426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -246440.781250 Penalty: 2750.869629
	Iteration 29Q: 3 clusters Score -246440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -246451.000000 Penalty: 2750.869629
	Iteration 30Q: 3 clusters Score -246451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -246458.921875 Penalty: 2750.869629
	Iteration 31Q: 3 clusters Score -246458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -246461.156250 Penalty: 2750.869629
	Iteration 32Q: 3 clusters Score -246461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -246462.406250 Penalty: 2750.869629
	Iteration 33Q: 3 clusters Score -246462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -246462.406250 Penalty: 2750.869629
	Iteration 34F: 3 clusters Score -246462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Entering Unmasked Estep 
Score: -983117.812500 Penalty: 1610.401733
	Iteration 0F: 2 clusters Score -983117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -969372.875000 Penalty: 3220.803467
	Iteration 0F: 3 clusters Score -969372.9 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -974406.000000 Penalty: 3220.803467
	Iteration 1F: 3 clusters Score -974406 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -974772.812500 Penalty: 3220.803467
	Iteration 2Q: 3 clusters Score -974772.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -975188.312500 Penalty: 3220.803467
	Iteration 3Q: 3 clusters Score -975188.3 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -975766.750000 Penalty: 3220.803467
	Iteration 4Q: 3 clusters Score -975766.8 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -976471.312500 Penalty: 3220.803467
	Iteration 5F: 3 clusters Score -976471.3 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -977320.687500 Penalty: 3220.803467
	Iteration 6F: 3 clusters Score -977320.7 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -978321.750000 Penalty: 3220.803467
	Iteration 7F: 3 clusters Score -978321.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -979194.437500 Penalty: 3220.803467
	Iteration 8F: 3 clusters Score -979194.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -979801.187500 Penalty: 3220.803467
	Iteration 9F: 3 clusters Score -979801.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -980098.062500 Penalty: 3220.803467
	Iteration 10Q: 3 clusters Score -980098.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -980260.000000 Penalty: 3220.803467
	Iteration 11Q: 3 clusters Score -980260 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -980359.125000 Penalty: 3220.803467
	Iteration 12Q: 3 clusters Score -980359.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -980444.937500 Penalty: 3220.803467
	Iteration 13Q: 3 clusters Score -980444.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -980541.937500 Penalty: 3220.803467
	Iteration 14Q: 3 clusters Score -980541.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -980650.750000 Penalty: 3220.803467
	Iteration 15Q: 3 clusters Score -980650.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -980759.812500 Penalty: 3220.803467
	Iteration 16Q: 3 clusters Score -980759.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -980879.250000 Penalty: 3220.803467
	Iteration 17Q: 3 clusters Score -980879.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -980980.250000 Penalty: 3220.803467
	Iteration 18Q: 3 clusters Score -980980.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -981063.125000 Penalty: 3220.803467
	Iteration 19Q: 3 clusters Score -981063.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -981150.750000 Penalty: 3220.803467
	Iteration 20F: 3 clusters Score -981150.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -981222.375000 Penalty: 3220.803467
	Iteration 21Q: 3 clusters Score -981222.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -981302.812500 Penalty: 3220.803467
	Iteration 22Q: 3 clusters Score -981302.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -981371.062500 Penalty: 3220.803467
	Iteration 23Q: 3 clusters Score -981371.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -981448.312500 Penalty: 3220.803467
	Iteration 24Q: 3 clusters Score -981448.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -981515.500000 Penalty: 3220.803467
	Iteration 25Q: 3 clusters Score -981515.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -981565.687500 Penalty: 3220.803467
	Iteration 26Q: 3 clusters Score -981565.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -981611.625000 Penalty: 3220.803467
	Iteration 27Q: 3 clusters Score -981611.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -981658.937500 Penalty: 3220.803467
	Iteration 28Q: 3 clusters Score -981658.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -981694.125000 Penalty: 3220.803467
	Iteration 29Q: 3 clusters Score -981694.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -981725.312500 Penalty: 3220.803467
	Iteration 30Q: 3 clusters Score -981725.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -981747.687500 Penalty: 3220.803467
	Iteration 31Q: 3 clusters Score -981747.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -981765.937500 Penalty: 3220.803467
	Iteration 32Q: 3 clusters Score -981765.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -981786.312500 Penalty: 3220.803467
	Iteration 33Q: 3 clusters Score -981786.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -981810.562500 Penalty: 3220.803467
	Iteration 34Q: 3 clusters Score -981810.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -981821.687500 Penalty: 3220.803467
	Iteration 35Q: 3 clusters Score -981821.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -981831.312500 Penalty: 3220.803467
	Iteration 36Q: 3 clusters Score -981831.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -981848.812500 Penalty: 3220.803467
	Iteration 37Q: 3 clusters Score -981848.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -981860.625000 Penalty: 3220.803467
	Iteration 38Q: 3 clusters Score -981860.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -981873.625000 Penalty: 3220.803467
	Iteration 39Q: 3 clusters Score -981873.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -981884.625000 Penalty: 3220.803467
	Iteration 40F: 3 clusters Score -981884.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -981891.125000 Penalty: 3220.803467
	Iteration 41Q: 3 clusters Score -981891.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -981893.625000 Penalty: 3220.803467
	Iteration 42Q: 3 clusters Score -981893.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -981897.062500 Penalty: 3220.803467
	Iteration 43Q: 3 clusters Score -981897.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -981905.125000 Penalty: 3220.803467
	Iteration 44Q: 3 clusters Score -981905.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -981911.750000 Penalty: 3220.803467
	Iteration 45Q: 3 clusters Score -981911.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -981916.500000 Penalty: 3220.803467
	Iteration 46Q: 3 clusters Score -981916.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -981921.125000 Penalty: 3220.803467
	Iteration 47Q: 3 clusters Score -981921.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -981922.375000 Penalty: 3220.803467
	Iteration 48Q: 3 clusters Score -981922.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -981925.625000 Penalty: 3220.803467
	Iteration 49Q: 3 clusters Score -981925.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -981931.000000 Penalty: 3220.803467
	Iteration 50Q: 3 clusters Score -981931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -981935.000000 Penalty: 3220.803467
	Iteration 51Q: 3 clusters Score -981935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -981938.562500 Penalty: 3220.803467
	Iteration 52Q: 3 clusters Score -981938.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -981944.250000 Penalty: 3220.803467
	Iteration 53Q: 3 clusters Score -981944.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -981948.000000 Penalty: 3220.803467
	Iteration 54Q: 3 clusters Score -981948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -981947.187500 Penalty: 3220.803467
	Iteration 55Q: 3 clusters Score -981947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -981949.687500 Penalty: 3220.803467
	Iteration 56Q: 3 clusters Score -981949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -981948.750000 Penalty: 3220.803467
	Iteration 57Q: 3 clusters Score -981948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -981952.187500 Penalty: 3220.803467
	Iteration 58Q: 3 clusters Score -981952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -981954.812500 Penalty: 3220.803467
	Iteration 59Q: 3 clusters Score -981954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -981954.250000 Penalty: 3220.803467
	Iteration 60F: 3 clusters Score -981954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -981954.812500 Penalty: 3220.803467
	Iteration 61Q: 3 clusters Score -981954.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -981956.750000 Penalty: 3220.803467
	Iteration 62Q: 3 clusters Score -981956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -981958.250000 Penalty: 3220.803467
	Iteration 63Q: 3 clusters Score -981958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -981958.375000 Penalty: 3220.803467
	Iteration 64Q: 3 clusters Score -981958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -981958.812500 Penalty: 3220.803467
	Iteration 65Q: 3 clusters Score -981958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -981958.437500 Penalty: 3220.803467
	Iteration 66Q: 3 clusters Score -981958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -981958.687500 Penalty: 3220.803467
	Iteration 67Q: 3 clusters Score -981958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -981958.875000 Penalty: 3220.803467
	Iteration 68Q: 3 clusters Score -981958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -981957.500000 Penalty: 3220.803467
	Iteration 69Q: 3 clusters Score -981957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -981957.500000 Penalty: 3220.803467
	Iteration 70F: 3 clusters Score -981957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83532 members 
Entering Unmasked Estep 
Score: -4026711.250000 Penalty: 1841.610107
	Iteration 0F: 2 clusters Score -4026711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -3970966.500000 Penalty: 3683.220215
	Iteration 0F: 3 clusters Score -3970966 nChanged 39809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3995272.500000 Penalty: 3683.220215
	Iteration 1F: 3 clusters Score -3995272 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -3997933.500000 Penalty: 3683.220215
	Iteration 2F: 3 clusters Score -3997934 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4002057.500000 Penalty: 3683.220215
	Iteration 3F: 3 clusters Score -4002058 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4007792.750000 Penalty: 3683.220215
	Iteration 4F: 3 clusters Score -4007793 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4013774.250000 Penalty: 3683.220215
	Iteration 5F: 3 clusters Score -4013774 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4018268.750000 Penalty: 3683.220215
	Iteration 6F: 3 clusters Score -4018269 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4020899.750000 Penalty: 3683.220215
	Iteration 7Q: 3 clusters Score -4020900 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4022390.750000 Penalty: 3683.220215
	Iteration 8Q: 3 clusters Score -4022391 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4023283.500000 Penalty: 3683.220215
	Iteration 9Q: 3 clusters Score -4023284 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4023906.750000 Penalty: 3683.220215
	Iteration 10Q: 3 clusters Score -4023907 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4024390.500000 Penalty: 3683.220215
	Iteration 11Q: 3 clusters Score -4024390 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4024733.000000 Penalty: 3683.220215
	Iteration 12Q: 3 clusters Score -4024733 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4025036.500000 Penalty: 3683.220215
	Iteration 13Q: 3 clusters Score -4025036 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4025267.000000 Penalty: 3683.220215
	Iteration 14Q: 3 clusters Score -4025267 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4025477.500000 Penalty: 3683.220215
	Iteration 15Q: 3 clusters Score -4025478 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4025661.000000 Penalty: 3683.220215
	Iteration 16Q: 3 clusters Score -4025661 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4025812.500000 Penalty: 3683.220215
	Iteration 17Q: 3 clusters Score -4025812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4025903.250000 Penalty: 3683.220215
	Iteration 18Q: 3 clusters Score -4025903 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4025963.750000 Penalty: 3683.220215
	Iteration 19Q: 3 clusters Score -4025964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4026002.500000 Penalty: 3683.220215
	Iteration 20F: 3 clusters Score -4026002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4026040.000000 Penalty: 3683.220215
	Iteration 21Q: 3 clusters Score -4026040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4026056.250000 Penalty: 3683.220215
	Iteration 22Q: 3 clusters Score -4026056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4026068.250000 Penalty: 3683.220215
	Iteration 23Q: 3 clusters Score -4026068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4026076.000000 Penalty: 3683.220215
	Iteration 24Q: 3 clusters Score -4026076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4026080.000000 Penalty: 3683.220215
	Iteration 25Q: 3 clusters Score -4026080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4026085.750000 Penalty: 3683.220215
	Iteration 26Q: 3 clusters Score -4026086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4026087.750000 Penalty: 3683.220215
	Iteration 27Q: 3 clusters Score -4026088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4026090.250000 Penalty: 3683.220215
	Iteration 28Q: 3 clusters Score -4026090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4026093.250000 Penalty: 3683.220215
	Iteration 29Q: 3 clusters Score -4026093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4026096.500000 Penalty: 3683.220215
	Iteration 30Q: 3 clusters Score -4026096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4026095.000000 Penalty: 3683.220215
	Iteration 31Q: 3 clusters Score -4026095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4026101.750000 Penalty: 3683.220215
	Iteration 32Q: 3 clusters Score -4026102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4026101.500000 Penalty: 3683.220215
	Iteration 33Q: 3 clusters Score -4026102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4026102.750000 Penalty: 3683.220215
	Iteration 34Q: 3 clusters Score -4026103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4026099.750000 Penalty: 3683.220215
	Iteration 35Q: 3 clusters Score -4026100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4026098.250000 Penalty: 3683.220215
	Iteration 36Q: 3 clusters Score -4026098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4026100.000000 Penalty: 3683.220215
	Iteration 37Q: 3 clusters Score -4026100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4026099.500000 Penalty: 3683.220215
	Iteration 38Q: 3 clusters Score -4026100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4026103.250000 Penalty: 3683.220215
	Iteration 39Q: 3 clusters Score -4026103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4026104.000000 Penalty: 3683.220215
	Iteration 40F: 3 clusters Score -4026104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4026106.250000 Penalty: 3683.220215
	Iteration 41Q: 3 clusters Score -4026106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4026106.000000 Penalty: 3683.220215
	Iteration 42Q: 3 clusters Score -4026106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4026106.750000 Penalty: 3683.220215
	Iteration 43Q: 3 clusters Score -4026107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4026108.750000 Penalty: 3683.220215
	Iteration 44Q: 3 clusters Score -4026109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4026108.750000 Penalty: 3683.220215
	Iteration 45F: 3 clusters Score -4026109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -220467.437500 Penalty: 1371.058594
	Iteration 0F: 2 clusters Score -220467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -216668.609375 Penalty: 2742.117188
	Iteration 0F: 3 clusters Score -216668.6 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -217656.156250 Penalty: 2742.117188
	Iteration 1F: 3 clusters Score -217656.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -217809.953125 Penalty: 2742.117188
	Iteration 2F: 3 clusters Score -217810 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -217888.281250 Penalty: 2742.117188
	Iteration 3Q: 3 clusters Score -217888.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -217952.718750 Penalty: 2742.117188
	Iteration 4Q: 3 clusters Score -217952.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -218002.781250 Penalty: 2742.117188
	Iteration 5Q: 3 clusters Score -218002.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -218041.140625 Penalty: 2742.117188
	Iteration 6Q: 3 clusters Score -218041.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -218081.015625 Penalty: 2742.117188
	Iteration 7Q: 3 clusters Score -218081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -218115.312500 Penalty: 2742.117188
	Iteration 8Q: 3 clusters Score -218115.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -218147.453125 Penalty: 2742.117188
	Iteration 9Q: 3 clusters Score -218147.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -218176.062500 Penalty: 2742.117188
	Iteration 10Q: 3 clusters Score -218176.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -218208.843750 Penalty: 2742.117188
	Iteration 11Q: 3 clusters Score -218208.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -218245.796875 Penalty: 2742.117188
	Iteration 12Q: 3 clusters Score -218245.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -218282.625000 Penalty: 2742.117188
	Iteration 13Q: 3 clusters Score -218282.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -218320.062500 Penalty: 2742.117188
	Iteration 14Q: 3 clusters Score -218320.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -218358.031250 Penalty: 2742.117188
	Iteration 15Q: 3 clusters Score -218358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -218398.796875 Penalty: 2742.117188
	Iteration 16Q: 3 clusters Score -218398.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -218430.609375 Penalty: 2742.117188
	Iteration 17Q: 3 clusters Score -218430.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -218459.406250 Penalty: 2742.117188
	Iteration 18Q: 3 clusters Score -218459.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -218492.359375 Penalty: 2742.117188
	Iteration 19Q: 3 clusters Score -218492.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -218526.031250 Penalty: 2742.117188
	Iteration 20F: 3 clusters Score -218526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -218563.984375 Penalty: 2742.117188
	Iteration 21Q: 3 clusters Score -218564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -218610.437500 Penalty: 2742.117188
	Iteration 22Q: 3 clusters Score -218610.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -218655.078125 Penalty: 2742.117188
	Iteration 23Q: 3 clusters Score -218655.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -218697.375000 Penalty: 2742.117188
	Iteration 24Q: 3 clusters Score -218697.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -218747.515625 Penalty: 2742.117188
	Iteration 25Q: 3 clusters Score -218747.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -218810.203125 Penalty: 2742.117188
	Iteration 26Q: 3 clusters Score -218810.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -218886.156250 Penalty: 2742.117188
	Iteration 27Q: 3 clusters Score -218886.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -218983.625000 Penalty: 2742.117188
	Iteration 28Q: 3 clusters Score -218983.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -219076.109375 Penalty: 2742.117188
	Iteration 29Q: 3 clusters Score -219076.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -219156.015625 Penalty: 2742.117188
	Iteration 30Q: 3 clusters Score -219156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -219222.953125 Penalty: 2742.117188
	Iteration 31Q: 3 clusters Score -219223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -219257.125000 Penalty: 2742.117188
	Iteration 32Q: 3 clusters Score -219257.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -219287.281250 Penalty: 2742.117188
	Iteration 33Q: 3 clusters Score -219287.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -219313.750000 Penalty: 2742.117188
	Iteration 34Q: 3 clusters Score -219313.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -219331.218750 Penalty: 2742.117188
	Iteration 35Q: 3 clusters Score -219331.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219341.546875 Penalty: 2742.117188
	Iteration 36Q: 3 clusters Score -219341.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -219352.250000 Penalty: 2742.117188
	Iteration 37Q: 3 clusters Score -219352.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -219358.656250 Penalty: 2742.117188
	Iteration 38Q: 3 clusters Score -219358.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -219367.859375 Penalty: 2742.117188
	Iteration 39Q: 3 clusters Score -219367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219374.968750 Penalty: 2742.117188
	Iteration 40F: 3 clusters Score -219375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219381.343750 Penalty: 2742.117188
	Iteration 41Q: 3 clusters Score -219381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219382.765625 Penalty: 2742.117188
	Iteration 42Q: 3 clusters Score -219382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219383.750000 Penalty: 2742.117188
	Iteration 43Q: 3 clusters Score -219383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219386.890625 Penalty: 2742.117188
	Iteration 44Q: 3 clusters Score -219386.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219390.765625 Penalty: 2742.117188
	Iteration 45Q: 3 clusters Score -219390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219394.703125 Penalty: 2742.117188
	Iteration 46Q: 3 clusters Score -219394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219397.140625 Penalty: 2742.117188
	Iteration 47Q: 3 clusters Score -219397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219397.859375 Penalty: 2742.117188
	Iteration 48Q: 3 clusters Score -219397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -219398.578125 Penalty: 2742.117188
	Iteration 49Q: 3 clusters Score -219398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219399.156250 Penalty: 2742.117188
	Iteration 50Q: 3 clusters Score -219399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219401.093750 Penalty: 2742.117188
	Iteration 51Q: 3 clusters Score -219401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -219401.906250 Penalty: 2742.117188
	Iteration 52Q: 3 clusters Score -219401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -219403.500000 Penalty: 2742.117188
	Iteration 53Q: 3 clusters Score -219403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -219403.718750 Penalty: 2742.117188
	Iteration 54Q: 3 clusters Score -219403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -219403.718750 Penalty: 2742.117188
	Iteration 55F: 3 clusters Score -219403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -681326.437500 Penalty: 1550.565796
	Iteration 0F: 2 clusters Score -681326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -671538.500000 Penalty: 3101.131592
	Iteration 0F: 3 clusters Score -671538.5 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -674982.437500 Penalty: 3101.131592
	Iteration 1F: 3 clusters Score -674982.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -675331.875000 Penalty: 3101.131592
	Iteration 2F: 3 clusters Score -675331.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -675662.375000 Penalty: 3101.131592
	Iteration 3F: 3 clusters Score -675662.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -675955.312500 Penalty: 3101.131592
	Iteration 4Q: 3 clusters Score -675955.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -676254.312500 Penalty: 3101.131592
	Iteration 5Q: 3 clusters Score -676254.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -676597.312500 Penalty: 3101.131592
	Iteration 6Q: 3 clusters Score -676597.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -676989.375000 Penalty: 3101.131592
	Iteration 7Q: 3 clusters Score -676989.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -677453.250000 Penalty: 3101.131592
	Iteration 8F: 3 clusters Score -677453.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -677949.562500 Penalty: 3101.131592
	Iteration 9F: 3 clusters Score -677949.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -678389.375000 Penalty: 3101.131592
	Iteration 10Q: 3 clusters Score -678389.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -678694.375000 Penalty: 3101.131592
	Iteration 11Q: 3 clusters Score -678694.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -678944.750000 Penalty: 3101.131592
	Iteration 12Q: 3 clusters Score -678944.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -679103.375000 Penalty: 3101.131592
	Iteration 13Q: 3 clusters Score -679103.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -679214.687500 Penalty: 3101.131592
	Iteration 14Q: 3 clusters Score -679214.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -679307.062500 Penalty: 3101.131592
	Iteration 15Q: 3 clusters Score -679307.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -679380.625000 Penalty: 3101.131592
	Iteration 16Q: 3 clusters Score -679380.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -679457.375000 Penalty: 3101.131592
	Iteration 17Q: 3 clusters Score -679457.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -679519.437500 Penalty: 3101.131592
	Iteration 18Q: 3 clusters Score -679519.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -679575.812500 Penalty: 3101.131592
	Iteration 19Q: 3 clusters Score -679575.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -679623.250000 Penalty: 3101.131592
	Iteration 20F: 3 clusters Score -679623.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -679673.250000 Penalty: 3101.131592
	Iteration 21Q: 3 clusters Score -679673.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -679718.625000 Penalty: 3101.131592
	Iteration 22Q: 3 clusters Score -679718.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -679759.875000 Penalty: 3101.131592
	Iteration 23Q: 3 clusters Score -679759.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -679800.062500 Penalty: 3101.131592
	Iteration 24Q: 3 clusters Score -679800.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -679830.187500 Penalty: 3101.131592
	Iteration 25Q: 3 clusters Score -679830.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -679856.687500 Penalty: 3101.131592
	Iteration 26Q: 3 clusters Score -679856.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -679877.062500 Penalty: 3101.131592
	Iteration 27Q: 3 clusters Score -679877.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -679894.812500 Penalty: 3101.131592
	Iteration 28Q: 3 clusters Score -679894.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -679914.750000 Penalty: 3101.131592
	Iteration 29Q: 3 clusters Score -679914.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -679930.812500 Penalty: 3101.131592
	Iteration 30Q: 3 clusters Score -679930.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -679942.375000 Penalty: 3101.131592
	Iteration 31Q: 3 clusters Score -679942.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -679952.437500 Penalty: 3101.131592
	Iteration 32Q: 3 clusters Score -679952.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -679959.312500 Penalty: 3101.131592
	Iteration 33Q: 3 clusters Score -679959.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -679967.562500 Penalty: 3101.131592
	Iteration 34Q: 3 clusters Score -679967.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -679973.625000 Penalty: 3101.131592
	Iteration 35Q: 3 clusters Score -679973.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -679979.125000 Penalty: 3101.131592
	Iteration 36Q: 3 clusters Score -679979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -679981.937500 Penalty: 3101.131592
	Iteration 37Q: 3 clusters Score -679981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -679984.750000 Penalty: 3101.131592
	Iteration 38Q: 3 clusters Score -679984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -679985.187500 Penalty: 3101.131592
	Iteration 39Q: 3 clusters Score -679985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -679985.250000 Penalty: 3101.131592
	Iteration 40F: 3 clusters Score -679985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -679988.312500 Penalty: 3101.131592
	Iteration 41Q: 3 clusters Score -679988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -679988.812500 Penalty: 3101.131592
	Iteration 42Q: 3 clusters Score -679988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -679989.875000 Penalty: 3101.131592
	Iteration 43Q: 3 clusters Score -679989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -679993.000000 Penalty: 3101.131592
	Iteration 44Q: 3 clusters Score -679993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -679993.562500 Penalty: 3101.131592
	Iteration 45Q: 3 clusters Score -679993.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -679993.937500 Penalty: 3101.131592
	Iteration 46Q: 3 clusters Score -679993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -679997.937500 Penalty: 3101.131592
	Iteration 47Q: 3 clusters Score -679997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -679997.750000 Penalty: 3101.131592
	Iteration 48Q: 3 clusters Score -679997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -679998.562500 Penalty: 3101.131592
	Iteration 49Q: 3 clusters Score -679998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -680000.312500 Penalty: 3101.131592
	Iteration 50Q: 3 clusters Score -680000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -680000.750000 Penalty: 3101.131592
	Iteration 51Q: 3 clusters Score -680000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -680003.375000 Penalty: 3101.131592
	Iteration 52Q: 3 clusters Score -680003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -680004.500000 Penalty: 3101.131592
	Iteration 53Q: 3 clusters Score -680004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -680006.125000 Penalty: 3101.131592
	Iteration 54Q: 3 clusters Score -680006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -680006.000000 Penalty: 3101.131592
	Iteration 55Q: 3 clusters Score -680006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -680007.812500 Penalty: 3101.131592
	Iteration 56Q: 3 clusters Score -680007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -680006.500000 Penalty: 3101.131592
	Iteration 57Q: 3 clusters Score -680006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -680006.312500 Penalty: 3101.131592
	Iteration 58Q: 3 clusters Score -680006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -680009.062500 Penalty: 3101.131592
	Iteration 59Q: 3 clusters Score -680009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -680009.500000 Penalty: 3101.131592
	Iteration 60F: 3 clusters Score -680009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -680011.812500 Penalty: 3101.131592
	Iteration 61Q: 3 clusters Score -680011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -680012.187500 Penalty: 3101.131592
	Iteration 62Q: 3 clusters Score -680012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -680011.500000 Penalty: 3101.131592
	Iteration 63Q: 3 clusters Score -680011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -680012.562500 Penalty: 3101.131592
	Iteration 64Q: 3 clusters Score -680012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -680012.562500 Penalty: 3101.131592
	Iteration 65F: 3 clusters Score -680012.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Entering Unmasked Estep 
Score: -159229.390625 Penalty: 1316.867065
	Iteration 0F: 2 clusters Score -159229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -156292.218750 Penalty: 2633.734131
	Iteration 0F: 3 clusters Score -156292.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -156992.984375 Penalty: 2633.734131
	Iteration 1F: 3 clusters Score -156993 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -157155.515625 Penalty: 2633.734131
	Iteration 2F: 3 clusters Score -157155.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -157272.031250 Penalty: 2633.734131
	Iteration 3F: 3 clusters Score -157272 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -157361.031250 Penalty: 2633.734131
	Iteration 4Q: 3 clusters Score -157361 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -157440.484375 Penalty: 2633.734131
	Iteration 5Q: 3 clusters Score -157440.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -157513.671875 Penalty: 2633.734131
	Iteration 6Q: 3 clusters Score -157513.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -157579.843750 Penalty: 2633.734131
	Iteration 7Q: 3 clusters Score -157579.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -157632.515625 Penalty: 2633.734131
	Iteration 8Q: 3 clusters Score -157632.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -157671.406250 Penalty: 2633.734131
	Iteration 9Q: 3 clusters Score -157671.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -157703.328125 Penalty: 2633.734131
	Iteration 10Q: 3 clusters Score -157703.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -157735.453125 Penalty: 2633.734131
	Iteration 11Q: 3 clusters Score -157735.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -157760.046875 Penalty: 2633.734131
	Iteration 12Q: 3 clusters Score -157760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -157786.031250 Penalty: 2633.734131
	Iteration 13Q: 3 clusters Score -157786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -157812.468750 Penalty: 2633.734131
	Iteration 14Q: 3 clusters Score -157812.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -157833.609375 Penalty: 2633.734131
	Iteration 15Q: 3 clusters Score -157833.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -157850.546875 Penalty: 2633.734131
	Iteration 16Q: 3 clusters Score -157850.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -157861.750000 Penalty: 2633.734131
	Iteration 17Q: 3 clusters Score -157861.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -157870.593750 Penalty: 2633.734131
	Iteration 18Q: 3 clusters Score -157870.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -157880.875000 Penalty: 2633.734131
	Iteration 19Q: 3 clusters Score -157880.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -157891.875000 Penalty: 2633.734131
	Iteration 20F: 3 clusters Score -157891.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157903.531250 Penalty: 2633.734131
	Iteration 21Q: 3 clusters Score -157903.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157912.562500 Penalty: 2633.734131
	Iteration 22Q: 3 clusters Score -157912.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -157915.968750 Penalty: 2633.734131
	Iteration 23Q: 3 clusters Score -157916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -157924.000000 Penalty: 2633.734131
	Iteration 24Q: 3 clusters Score -157924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -157929.718750 Penalty: 2633.734131
	Iteration 25Q: 3 clusters Score -157929.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -157938.187500 Penalty: 2633.734131
	Iteration 26Q: 3 clusters Score -157938.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -157948.281250 Penalty: 2633.734131
	Iteration 27Q: 3 clusters Score -157948.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -157961.046875 Penalty: 2633.734131
	Iteration 28Q: 3 clusters Score -157961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157974.468750 Penalty: 2633.734131
	Iteration 29Q: 3 clusters Score -157974.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -157985.484375 Penalty: 2633.734131
	Iteration 30Q: 3 clusters Score -157985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157995.078125 Penalty: 2633.734131
	Iteration 31Q: 3 clusters Score -157995.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -158001.421875 Penalty: 2633.734131
	Iteration 32Q: 3 clusters Score -158001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -158011.609375 Penalty: 2633.734131
	Iteration 33Q: 3 clusters Score -158011.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158022.875000 Penalty: 2633.734131
	Iteration 34Q: 3 clusters Score -158022.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -158031.296875 Penalty: 2633.734131
	Iteration 35Q: 3 clusters Score -158031.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158039.296875 Penalty: 2633.734131
	Iteration 36Q: 3 clusters Score -158039.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158047.906250 Penalty: 2633.734131
	Iteration 37Q: 3 clusters Score -158047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158055.109375 Penalty: 2633.734131
	Iteration 38Q: 3 clusters Score -158055.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -158063.296875 Penalty: 2633.734131
	Iteration 39Q: 3 clusters Score -158063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158066.703125 Penalty: 2633.734131
	Iteration 40F: 3 clusters Score -158066.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158071.562500 Penalty: 2633.734131
	Iteration 41Q: 3 clusters Score -158071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158073.781250 Penalty: 2633.734131
	Iteration 42Q: 3 clusters Score -158073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158075.625000 Penalty: 2633.734131
	Iteration 43Q: 3 clusters Score -158075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158076.453125 Penalty: 2633.734131
	Iteration 44Q: 3 clusters Score -158076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158077.031250 Penalty: 2633.734131
	Iteration 45Q: 3 clusters Score -158077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158077.031250 Penalty: 2633.734131
	Iteration 46F: 3 clusters Score -158077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -181743.453125 Penalty: 1337.728271
	Iteration 0F: 2 clusters Score -181743.5 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 1882 members 
Entering Unmasked Estep 
Score: -178578.703125 Penalty: 2675.456543
	Iteration 0F: 3 clusters Score -178578.7 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -179443.500000 Penalty: 2675.456543
	Iteration 1F: 3 clusters Score -179443.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -179605.781250 Penalty: 2675.456543
	Iteration 2F: 3 clusters Score -179605.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -179735.656250 Penalty: 2675.456543
	Iteration 3F: 3 clusters Score -179735.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -179841.343750 Penalty: 2675.456543
	Iteration 4Q: 3 clusters Score -179841.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -179919.453125 Penalty: 2675.456543
	Iteration 5Q: 3 clusters Score -179919.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -179973.703125 Penalty: 2675.456543
	Iteration 6Q: 3 clusters Score -179973.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -180028.281250 Penalty: 2675.456543
	Iteration 7Q: 3 clusters Score -180028.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -180075.656250 Penalty: 2675.456543
	Iteration 8Q: 3 clusters Score -180075.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -180110.515625 Penalty: 2675.456543
	Iteration 9Q: 3 clusters Score -180110.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -180148.390625 Penalty: 2675.456543
	Iteration 10Q: 3 clusters Score -180148.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -180190.593750 Penalty: 2675.456543
	Iteration 11Q: 3 clusters Score -180190.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -180233.687500 Penalty: 2675.456543
	Iteration 12Q: 3 clusters Score -180233.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -180273.218750 Penalty: 2675.456543
	Iteration 13Q: 3 clusters Score -180273.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -180317.984375 Penalty: 2675.456543
	Iteration 14Q: 3 clusters Score -180318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -180370.953125 Penalty: 2675.456543
	Iteration 15Q: 3 clusters Score -180371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -180410.203125 Penalty: 2675.456543
	Iteration 16Q: 3 clusters Score -180410.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -180441.500000 Penalty: 2675.456543
	Iteration 17Q: 3 clusters Score -180441.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -180457.890625 Penalty: 2675.456543
	Iteration 18Q: 3 clusters Score -180457.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -180470.156250 Penalty: 2675.456543
	Iteration 19Q: 3 clusters Score -180470.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -180482.171875 Penalty: 2675.456543
	Iteration 20F: 3 clusters Score -180482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -180491.765625 Penalty: 2675.456543
	Iteration 21Q: 3 clusters Score -180491.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -180497.390625 Penalty: 2675.456543
	Iteration 22Q: 3 clusters Score -180497.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -180504.015625 Penalty: 2675.456543
	Iteration 23Q: 3 clusters Score -180504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -180511.578125 Penalty: 2675.456543
	Iteration 24Q: 3 clusters Score -180511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -180516.578125 Penalty: 2675.456543
	Iteration 25Q: 3 clusters Score -180516.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -180521.812500 Penalty: 2675.456543
	Iteration 26Q: 3 clusters Score -180521.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -180529.687500 Penalty: 2675.456543
	Iteration 27Q: 3 clusters Score -180529.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -180537.812500 Penalty: 2675.456543
	Iteration 28Q: 3 clusters Score -180537.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -180544.906250 Penalty: 2675.456543
	Iteration 29Q: 3 clusters Score -180544.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -180552.109375 Penalty: 2675.456543
	Iteration 30Q: 3 clusters Score -180552.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -180559.015625 Penalty: 2675.456543
	Iteration 31Q: 3 clusters Score -180559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -180564.531250 Penalty: 2675.456543
	Iteration 32Q: 3 clusters Score -180564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -180569.968750 Penalty: 2675.456543
	Iteration 33Q: 3 clusters Score -180570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -180575.203125 Penalty: 2675.456543
	Iteration 34Q: 3 clusters Score -180575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -180579.406250 Penalty: 2675.456543
	Iteration 35Q: 3 clusters Score -180579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -180583.234375 Penalty: 2675.456543
	Iteration 36Q: 3 clusters Score -180583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -180584.937500 Penalty: 2675.456543
	Iteration 37Q: 3 clusters Score -180584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -180585.125000 Penalty: 2675.456543
	Iteration 38Q: 3 clusters Score -180585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -180585.859375 Penalty: 2675.456543
	Iteration 39Q: 3 clusters Score -180585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -180586.171875 Penalty: 2675.456543
	Iteration 40F: 3 clusters Score -180586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -180586.578125 Penalty: 2675.456543
	Iteration 41Q: 3 clusters Score -180586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -180587.234375 Penalty: 2675.456543
	Iteration 42Q: 3 clusters Score -180587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -180588.218750 Penalty: 2675.456543
	Iteration 43Q: 3 clusters Score -180588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -180589.218750 Penalty: 2675.456543
	Iteration 44Q: 3 clusters Score -180589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -180590.140625 Penalty: 2675.456543
	Iteration 45Q: 3 clusters Score -180590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -180590.843750 Penalty: 2675.456543
	Iteration 46Q: 3 clusters Score -180590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -180590.843750 Penalty: 2675.456543
	Iteration 47F: 3 clusters Score -180590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -123483.234375 Penalty: 1275.515137
	Iteration 0F: 2 clusters Score -123483.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -121073.898438 Penalty: 2551.030273
	Iteration 0F: 3 clusters Score -121073.9 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -121623.109375 Penalty: 2551.030273
	Iteration 1F: 3 clusters Score -121623.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -121732.585938 Penalty: 2551.030273
	Iteration 2F: 3 clusters Score -121732.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -121786.835938 Penalty: 2551.030273
	Iteration 3Q: 3 clusters Score -121786.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -121819.601562 Penalty: 2551.030273
	Iteration 4Q: 3 clusters Score -121819.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -121836.796875 Penalty: 2551.030273
	Iteration 5Q: 3 clusters Score -121836.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -121851.656250 Penalty: 2551.030273
	Iteration 6Q: 3 clusters Score -121851.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -121865.632812 Penalty: 2551.030273
	Iteration 7Q: 3 clusters Score -121865.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -121883.609375 Penalty: 2551.030273
	Iteration 8Q: 3 clusters Score -121883.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -121898.664062 Penalty: 2551.030273
	Iteration 9Q: 3 clusters Score -121898.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -121910.914062 Penalty: 2551.030273
	Iteration 10Q: 3 clusters Score -121910.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -121920.523438 Penalty: 2551.030273
	Iteration 11Q: 3 clusters Score -121920.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -121933.078125 Penalty: 2551.030273
	Iteration 12Q: 3 clusters Score -121933.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -121947.718750 Penalty: 2551.030273
	Iteration 13Q: 3 clusters Score -121947.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -121960.914062 Penalty: 2551.030273
	Iteration 14Q: 3 clusters Score -121960.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -121970.406250 Penalty: 2551.030273
	Iteration 15Q: 3 clusters Score -121970.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -121980.351562 Penalty: 2551.030273
	Iteration 16Q: 3 clusters Score -121980.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -121990.625000 Penalty: 2551.030273
	Iteration 17Q: 3 clusters Score -121990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -121995.132812 Penalty: 2551.030273
	Iteration 18Q: 3 clusters Score -121995.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -121999.890625 Penalty: 2551.030273
	Iteration 19Q: 3 clusters Score -121999.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -122001.992188 Penalty: 2551.030273
	Iteration 20F: 3 clusters Score -122002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -122004.328125 Penalty: 2551.030273
	Iteration 21Q: 3 clusters Score -122004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -122006.843750 Penalty: 2551.030273
	Iteration 22Q: 3 clusters Score -122006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -122011.242188 Penalty: 2551.030273
	Iteration 23Q: 3 clusters Score -122011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -122015.789062 Penalty: 2551.030273
	Iteration 24Q: 3 clusters Score -122015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -122020.070312 Penalty: 2551.030273
	Iteration 25Q: 3 clusters Score -122020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -122023.296875 Penalty: 2551.030273
	Iteration 26Q: 3 clusters Score -122023.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -122028.460938 Penalty: 2551.030273
	Iteration 27Q: 3 clusters Score -122028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -122033.171875 Penalty: 2551.030273
	Iteration 28Q: 3 clusters Score -122033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -122036.343750 Penalty: 2551.030273
	Iteration 29Q: 3 clusters Score -122036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -122037.226562 Penalty: 2551.030273
	Iteration 30Q: 3 clusters Score -122037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -122038.382812 Penalty: 2551.030273
	Iteration 31Q: 3 clusters Score -122038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -122039.617188 Penalty: 2551.030273
	Iteration 32Q: 3 clusters Score -122039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -122039.851562 Penalty: 2551.030273
	Iteration 33Q: 3 clusters Score -122039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -122040.187500 Penalty: 2551.030273
	Iteration 34Q: 3 clusters Score -122040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -122040.187500 Penalty: 2551.030273
	Iteration 35F: 3 clusters Score -122040.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -255840.703125 Penalty: 1389.099487
	Iteration 0F: 2 clusters Score -255840.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -251729.796875 Penalty: 2778.198975
	Iteration 0F: 3 clusters Score -251729.8 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -252832.078125 Penalty: 2778.198975
	Iteration 1F: 3 clusters Score -252832.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -252999.937500 Penalty: 2778.198975
	Iteration 2F: 3 clusters Score -252999.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -253089.453125 Penalty: 2778.198975
	Iteration 3Q: 3 clusters Score -253089.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -253143.953125 Penalty: 2778.198975
	Iteration 4Q: 3 clusters Score -253144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -253183.296875 Penalty: 2778.198975
	Iteration 5Q: 3 clusters Score -253183.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -253212.484375 Penalty: 2778.198975
	Iteration 6Q: 3 clusters Score -253212.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -253239.171875 Penalty: 2778.198975
	Iteration 7Q: 3 clusters Score -253239.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -253258.843750 Penalty: 2778.198975
	Iteration 8Q: 3 clusters Score -253258.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -253275.078125 Penalty: 2778.198975
	Iteration 9Q: 3 clusters Score -253275.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -253291.187500 Penalty: 2778.198975
	Iteration 10Q: 3 clusters Score -253291.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -253306.187500 Penalty: 2778.198975
	Iteration 11Q: 3 clusters Score -253306.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -253317.906250 Penalty: 2778.198975
	Iteration 12Q: 3 clusters Score -253317.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -253329.531250 Penalty: 2778.198975
	Iteration 13Q: 3 clusters Score -253329.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -253344.140625 Penalty: 2778.198975
	Iteration 14Q: 3 clusters Score -253344.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -253353.203125 Penalty: 2778.198975
	Iteration 15Q: 3 clusters Score -253353.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -253363.750000 Penalty: 2778.198975
	Iteration 16Q: 3 clusters Score -253363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -253372.296875 Penalty: 2778.198975
	Iteration 17Q: 3 clusters Score -253372.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -253383.093750 Penalty: 2778.198975
	Iteration 18Q: 3 clusters Score -253383.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -253395.796875 Penalty: 2778.198975
	Iteration 19Q: 3 clusters Score -253395.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -253411.359375 Penalty: 2778.198975
	Iteration 20F: 3 clusters Score -253411.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -253421.343750 Penalty: 2778.198975
	Iteration 21Q: 3 clusters Score -253421.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -253430.421875 Penalty: 2778.198975
	Iteration 22Q: 3 clusters Score -253430.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -253440.515625 Penalty: 2778.198975
	Iteration 23Q: 3 clusters Score -253440.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -253448.312500 Penalty: 2778.198975
	Iteration 24Q: 3 clusters Score -253448.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -253453.687500 Penalty: 2778.198975
	Iteration 25Q: 3 clusters Score -253453.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -253459.734375 Penalty: 2778.198975
	Iteration 26Q: 3 clusters Score -253459.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -253464.859375 Penalty: 2778.198975
	Iteration 27Q: 3 clusters Score -253464.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -253469.968750 Penalty: 2778.198975
	Iteration 28Q: 3 clusters Score -253470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -253477.703125 Penalty: 2778.198975
	Iteration 29Q: 3 clusters Score -253477.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -253485.718750 Penalty: 2778.198975
	Iteration 30Q: 3 clusters Score -253485.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -253496.562500 Penalty: 2778.198975
	Iteration 31Q: 3 clusters Score -253496.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -253511.546875 Penalty: 2778.198975
	Iteration 32Q: 3 clusters Score -253511.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -253528.125000 Penalty: 2778.198975
	Iteration 33Q: 3 clusters Score -253528.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -253545.593750 Penalty: 2778.198975
	Iteration 34Q: 3 clusters Score -253545.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -253563.312500 Penalty: 2778.198975
	Iteration 35Q: 3 clusters Score -253563.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -253586.531250 Penalty: 2778.198975
	Iteration 36Q: 3 clusters Score -253586.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -253612.875000 Penalty: 2778.198975
	Iteration 37Q: 3 clusters Score -253612.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -253654.656250 Penalty: 2778.198975
	Iteration 38Q: 3 clusters Score -253654.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -253709.281250 Penalty: 2778.198975
	Iteration 39Q: 3 clusters Score -253709.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -253760.750000 Penalty: 2778.198975
	Iteration 40F: 3 clusters Score -253760.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -253816.296875 Penalty: 2778.198975
	Iteration 41Q: 3 clusters Score -253816.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -253895.031250 Penalty: 2778.198975
	Iteration 42Q: 3 clusters Score -253895 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -254003.718750 Penalty: 2778.198975
	Iteration 43Q: 3 clusters Score -254003.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -254117.937500 Penalty: 2778.198975
	Iteration 44Q: 3 clusters Score -254117.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -254209.359375 Penalty: 2778.198975
	Iteration 45Q: 3 clusters Score -254209.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -254271.156250 Penalty: 2778.198975
	Iteration 46Q: 3 clusters Score -254271.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -254316.046875 Penalty: 2778.198975
	Iteration 47Q: 3 clusters Score -254316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -254371.515625 Penalty: 2778.198975
	Iteration 48Q: 3 clusters Score -254371.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -254413.515625 Penalty: 2778.198975
	Iteration 49Q: 3 clusters Score -254413.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -254446.109375 Penalty: 2778.198975
	Iteration 50Q: 3 clusters Score -254446.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -254470.546875 Penalty: 2778.198975
	Iteration 51Q: 3 clusters Score -254470.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -254490.375000 Penalty: 2778.198975
	Iteration 52Q: 3 clusters Score -254490.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -254499.625000 Penalty: 2778.198975
	Iteration 53Q: 3 clusters Score -254499.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -254506.656250 Penalty: 2778.198975
	Iteration 54Q: 3 clusters Score -254506.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -254515.125000 Penalty: 2778.198975
	Iteration 55Q: 3 clusters Score -254515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -254524.593750 Penalty: 2778.198975
	Iteration 56Q: 3 clusters Score -254524.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -254536.203125 Penalty: 2778.198975
	Iteration 57Q: 3 clusters Score -254536.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -254545.218750 Penalty: 2778.198975
	Iteration 58Q: 3 clusters Score -254545.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -254549.343750 Penalty: 2778.198975
	Iteration 59Q: 3 clusters Score -254549.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -254552.359375 Penalty: 2778.198975
	Iteration 60F: 3 clusters Score -254552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -254557.078125 Penalty: 2778.198975
	Iteration 61Q: 3 clusters Score -254557.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -254562.531250 Penalty: 2778.198975
	Iteration 62Q: 3 clusters Score -254562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -254571.000000 Penalty: 2778.198975
	Iteration 63Q: 3 clusters Score -254571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -254580.156250 Penalty: 2778.198975
	Iteration 64Q: 3 clusters Score -254580.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -254586.140625 Penalty: 2778.198975
	Iteration 65Q: 3 clusters Score -254586.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -254596.718750 Penalty: 2778.198975
	Iteration 66Q: 3 clusters Score -254596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -254601.453125 Penalty: 2778.198975
	Iteration 67Q: 3 clusters Score -254601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -254604.250000 Penalty: 2778.198975
	Iteration 68Q: 3 clusters Score -254604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -254606.875000 Penalty: 2778.198975
	Iteration 69Q: 3 clusters Score -254606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -254608.453125 Penalty: 2778.198975
	Iteration 70Q: 3 clusters Score -254608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -254609.765625 Penalty: 2778.198975
	Iteration 71Q: 3 clusters Score -254609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -254610.062500 Penalty: 2778.198975
	Iteration 72Q: 3 clusters Score -254610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -254610.359375 Penalty: 2778.198975
	Iteration 73Q: 3 clusters Score -254610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -254612.453125 Penalty: 2778.198975
	Iteration 74Q: 3 clusters Score -254612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -254613.796875 Penalty: 2778.198975
	Iteration 75Q: 3 clusters Score -254613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -254614.296875 Penalty: 2778.198975
	Iteration 76Q: 3 clusters Score -254614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -254614.859375 Penalty: 2778.198975
	Iteration 77Q: 3 clusters Score -254614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -254615.046875 Penalty: 2778.198975
	Iteration 78Q: 3 clusters Score -254615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -254615.937500 Penalty: 2778.198975
	Iteration 79Q: 3 clusters Score -254615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -254615.937500 Penalty: 2778.198975
	Iteration 80F: 3 clusters Score -254615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -189237.750000 Penalty: 1343.126465
	Iteration 0F: 2 clusters Score -189237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -185979.421875 Penalty: 2686.252930
	Iteration 0F: 3 clusters Score -185979.4 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -186942.781250 Penalty: 2686.252930
	Iteration 1F: 3 clusters Score -186942.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -187133.312500 Penalty: 2686.252930
	Iteration 2F: 3 clusters Score -187133.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -187253.703125 Penalty: 2686.252930
	Iteration 3F: 3 clusters Score -187253.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -187340.203125 Penalty: 2686.252930
	Iteration 4Q: 3 clusters Score -187340.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -187425.968750 Penalty: 2686.252930
	Iteration 5Q: 3 clusters Score -187426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -187491.343750 Penalty: 2686.252930
	Iteration 6Q: 3 clusters Score -187491.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -187544.578125 Penalty: 2686.252930
	Iteration 7Q: 3 clusters Score -187544.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -187587.421875 Penalty: 2686.252930
	Iteration 8Q: 3 clusters Score -187587.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -187634.156250 Penalty: 2686.252930
	Iteration 9Q: 3 clusters Score -187634.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -187687.859375 Penalty: 2686.252930
	Iteration 10Q: 3 clusters Score -187687.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -187749.187500 Penalty: 2686.252930
	Iteration 11Q: 3 clusters Score -187749.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -187809.640625 Penalty: 2686.252930
	Iteration 12Q: 3 clusters Score -187809.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -187879.562500 Penalty: 2686.252930
	Iteration 13Q: 3 clusters Score -187879.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -187941.312500 Penalty: 2686.252930
	Iteration 14Q: 3 clusters Score -187941.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -187988.031250 Penalty: 2686.252930
	Iteration 15Q: 3 clusters Score -187988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -188026.812500 Penalty: 2686.252930
	Iteration 16Q: 3 clusters Score -188026.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -188061.171875 Penalty: 2686.252930
	Iteration 17Q: 3 clusters Score -188061.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -188080.390625 Penalty: 2686.252930
	Iteration 18Q: 3 clusters Score -188080.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188092.750000 Penalty: 2686.252930
	Iteration 19Q: 3 clusters Score -188092.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -188101.656250 Penalty: 2686.252930
	Iteration 20F: 3 clusters Score -188101.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188112.687500 Penalty: 2686.252930
	Iteration 21Q: 3 clusters Score -188112.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188119.281250 Penalty: 2686.252930
	Iteration 22Q: 3 clusters Score -188119.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -188124.765625 Penalty: 2686.252930
	Iteration 23Q: 3 clusters Score -188124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -188129.828125 Penalty: 2686.252930
	Iteration 24Q: 3 clusters Score -188129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -188133.984375 Penalty: 2686.252930
	Iteration 25Q: 3 clusters Score -188134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -188138.312500 Penalty: 2686.252930
	Iteration 26Q: 3 clusters Score -188138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188143.500000 Penalty: 2686.252930
	Iteration 27Q: 3 clusters Score -188143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188148.734375 Penalty: 2686.252930
	Iteration 28Q: 3 clusters Score -188148.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -188154.046875 Penalty: 2686.252930
	Iteration 29Q: 3 clusters Score -188154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188157.765625 Penalty: 2686.252930
	Iteration 30Q: 3 clusters Score -188157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -188159.796875 Penalty: 2686.252930
	Iteration 31Q: 3 clusters Score -188159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188162.000000 Penalty: 2686.252930
	Iteration 32Q: 3 clusters Score -188162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188164.046875 Penalty: 2686.252930
	Iteration 33Q: 3 clusters Score -188164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188165.515625 Penalty: 2686.252930
	Iteration 34Q: 3 clusters Score -188165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188167.890625 Penalty: 2686.252930
	Iteration 35Q: 3 clusters Score -188167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188170.765625 Penalty: 2686.252930
	Iteration 36Q: 3 clusters Score -188170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188172.515625 Penalty: 2686.252930
	Iteration 37Q: 3 clusters Score -188172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -188174.406250 Penalty: 2686.252930
	Iteration 38Q: 3 clusters Score -188174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -188177.437500 Penalty: 2686.252930
	Iteration 39Q: 3 clusters Score -188177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188179.390625 Penalty: 2686.252930
	Iteration 40F: 3 clusters Score -188179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -188180.906250 Penalty: 2686.252930
	Iteration 41Q: 3 clusters Score -188180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -188182.234375 Penalty: 2686.252930
	Iteration 42Q: 3 clusters Score -188182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188185.296875 Penalty: 2686.252930
	Iteration 43Q: 3 clusters Score -188185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -188186.781250 Penalty: 2686.252930
	Iteration 44Q: 3 clusters Score -188186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -188186.953125 Penalty: 2686.252930
	Iteration 45Q: 3 clusters Score -188187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188187.640625 Penalty: 2686.252930
	Iteration 46Q: 3 clusters Score -188187.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188189.390625 Penalty: 2686.252930
	Iteration 47Q: 3 clusters Score -188189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188191.140625 Penalty: 2686.252930
	Iteration 48Q: 3 clusters Score -188191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188192.187500 Penalty: 2686.252930
	Iteration 49Q: 3 clusters Score -188192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188192.718750 Penalty: 2686.252930
	Iteration 50Q: 3 clusters Score -188192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188193.390625 Penalty: 2686.252930
	Iteration 51Q: 3 clusters Score -188193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188193.390625 Penalty: 2686.252930
	Iteration 52F: 3 clusters Score -188193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Entering Unmasked Estep 
Score: -412635.562500 Penalty: 1466.264526
	Iteration 0F: 2 clusters Score -412635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -406534.343750 Penalty: 2932.529053
	Iteration 0F: 3 clusters Score -406534.3 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -408478.343750 Penalty: 2932.529053
	Iteration 1F: 3 clusters Score -408478.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -408716.968750 Penalty: 2932.529053
	Iteration 2F: 3 clusters Score -408717 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -408918.343750 Penalty: 2932.529053
	Iteration 3F: 3 clusters Score -408918.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -409110.500000 Penalty: 2932.529053
	Iteration 4Q: 3 clusters Score -409110.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -409309.781250 Penalty: 2932.529053
	Iteration 5Q: 3 clusters Score -409309.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -409520.562500 Penalty: 2932.529053
	Iteration 6Q: 3 clusters Score -409520.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -409747.625000 Penalty: 2932.529053
	Iteration 7Q: 3 clusters Score -409747.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -410039.281250 Penalty: 2932.529053
	Iteration 8Q: 3 clusters Score -410039.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -410324.093750 Penalty: 2932.529053
	Iteration 9Q: 3 clusters Score -410324.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -410558.875000 Penalty: 2932.529053
	Iteration 10Q: 3 clusters Score -410558.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -410717.468750 Penalty: 2932.529053
	Iteration 11Q: 3 clusters Score -410717.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -410831.718750 Penalty: 2932.529053
	Iteration 12Q: 3 clusters Score -410831.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -410924.187500 Penalty: 2932.529053
	Iteration 13Q: 3 clusters Score -410924.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -410984.531250 Penalty: 2932.529053
	Iteration 14Q: 3 clusters Score -410984.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -411032.375000 Penalty: 2932.529053
	Iteration 15Q: 3 clusters Score -411032.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -411063.500000 Penalty: 2932.529053
	Iteration 16Q: 3 clusters Score -411063.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -411085.750000 Penalty: 2932.529053
	Iteration 17Q: 3 clusters Score -411085.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -411103.062500 Penalty: 2932.529053
	Iteration 18Q: 3 clusters Score -411103.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -411119.125000 Penalty: 2932.529053
	Iteration 19Q: 3 clusters Score -411119.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -411133.812500 Penalty: 2932.529053
	Iteration 20F: 3 clusters Score -411133.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -411145.562500 Penalty: 2932.529053
	Iteration 21Q: 3 clusters Score -411145.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -411153.500000 Penalty: 2932.529053
	Iteration 22Q: 3 clusters Score -411153.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -411160.562500 Penalty: 2932.529053
	Iteration 23Q: 3 clusters Score -411160.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -411167.812500 Penalty: 2932.529053
	Iteration 24Q: 3 clusters Score -411167.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -411174.562500 Penalty: 2932.529053
	Iteration 25Q: 3 clusters Score -411174.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -411181.500000 Penalty: 2932.529053
	Iteration 26Q: 3 clusters Score -411181.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -411187.062500 Penalty: 2932.529053
	Iteration 27Q: 3 clusters Score -411187.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -411190.593750 Penalty: 2932.529053
	Iteration 28Q: 3 clusters Score -411190.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -411194.531250 Penalty: 2932.529053
	Iteration 29Q: 3 clusters Score -411194.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -411196.531250 Penalty: 2932.529053
	Iteration 30Q: 3 clusters Score -411196.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -411200.312500 Penalty: 2932.529053
	Iteration 31Q: 3 clusters Score -411200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -411202.906250 Penalty: 2932.529053
	Iteration 32Q: 3 clusters Score -411202.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -411203.593750 Penalty: 2932.529053
	Iteration 33Q: 3 clusters Score -411203.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -411207.031250 Penalty: 2932.529053
	Iteration 34Q: 3 clusters Score -411207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -411213.375000 Penalty: 2932.529053
	Iteration 35Q: 3 clusters Score -411213.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -411219.250000 Penalty: 2932.529053
	Iteration 36Q: 3 clusters Score -411219.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -411225.250000 Penalty: 2932.529053
	Iteration 37Q: 3 clusters Score -411225.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -411231.531250 Penalty: 2932.529053
	Iteration 38Q: 3 clusters Score -411231.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -411235.093750 Penalty: 2932.529053
	Iteration 39Q: 3 clusters Score -411235.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -411239.218750 Penalty: 2932.529053
	Iteration 40F: 3 clusters Score -411239.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -411242.750000 Penalty: 2932.529053
	Iteration 41Q: 3 clusters Score -411242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -411244.562500 Penalty: 2932.529053
	Iteration 42Q: 3 clusters Score -411244.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -411246.937500 Penalty: 2932.529053
	Iteration 43Q: 3 clusters Score -411246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -411248.281250 Penalty: 2932.529053
	Iteration 44Q: 3 clusters Score -411248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -411250.718750 Penalty: 2932.529053
	Iteration 45Q: 3 clusters Score -411250.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -411250.500000 Penalty: 2932.529053
	Iteration 46Q: 3 clusters Score -411250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -411250.500000 Penalty: 2932.529053
	Iteration 47F: 3 clusters Score -411250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 172942 members 
Mstep: Class 6 contains 1604 members 
Mstep: Class 8 contains 376753 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 71133 members 
Mstep: Class 11 contains 4742 members 
Mstep: Class 12 contains 20134 members 
Mstep: Class 15 contains 83532 members 
Mstep: Class 16 contains 4616 members 
Mstep: Class 18 contains 13932 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 3760 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 3887 members 
Mstep: Class 24 contains 8293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37487900.000000 Penalty: 39783.414062
Iteration 39Q: 19 clusters Score -3.74879e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8461 members 
Mstep: Class 3 contains 174638 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 8 contains 376272 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 70468 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 19939 members 
Mstep: Class 15 contains 83444 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 3582 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 5108 members 
Mstep: Class 23 contains 3775 members 
Mstep: Class 24 contains 8387 members 
Entering Unmasked Estep 
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Iteration 40F: 19 clusters Score -3.748882e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 176205 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 8 contains 375760 members 
Mstep: Class 9 contains 10481 members 
Mstep: Class 10 contains 69770 members 
Mstep: Class 11 contains 4714 members 
Mstep: Class 12 contains 19763 members 
Mstep: Class 15 contains 83333 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 3660 members 
Mstep: Class 24 contains 8524 members 
Entering Unmasked Estep 
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Iteration 41Q: 19 clusters Score -3.748944e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 177724 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 8 contains 375212 members 
Mstep: Class 9 contains 10151 members 
Mstep: Class 10 contains 69067 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 19619 members 
Mstep: Class 15 contains 83229 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 18 contains 14344 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 5003 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 8649 members 
Entering Unmasked Estep 
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Iteration 42Q: 19 clusters Score -3.749023e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 8404 members 
Mstep: Class 3 contains 179250 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 8 contains 374592 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 68439 members 
Mstep: Class 11 contains 4697 members 
Mstep: Class 12 contains 19506 members 
Mstep: Class 15 contains 83143 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 18 contains 14446 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 3211 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 4957 members 
Mstep: Class 23 contains 3414 members 
Mstep: Class 24 contains 8780 members 
Entering Unmasked Estep 
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Iteration 43Q: 19 clusters Score -3.749078e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8387 members 
Mstep: Class 3 contains 180788 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 8 contains 373911 members 
Mstep: Class 9 contains 9524 members 
Mstep: Class 10 contains 67844 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 19484 members 
Mstep: Class 15 contains 83043 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 18 contains 14538 members 
Mstep: Class 19 contains 3670 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 3321 members 
Mstep: Class 24 contains 8895 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -3.749128e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 182303 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 8 contains 373203 members 
Mstep: Class 9 contains 9236 members 
Mstep: Class 10 contains 67235 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 19459 members 
Mstep: Class 15 contains 82956 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 18 contains 14609 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 8996 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -3.749161e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 8366 members 
Mstep: Class 3 contains 183742 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 8 contains 372472 members 
Mstep: Class 9 contains 8974 members 
Mstep: Class 10 contains 66689 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 19465 members 
Mstep: Class 15 contains 82839 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 18 contains 14667 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 4804 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 9123 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -3.749226e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 185156 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 8 contains 371711 members 
Mstep: Class 9 contains 8753 members 
Mstep: Class 10 contains 66176 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 19481 members 
Mstep: Class 15 contains 82728 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 18 contains 14701 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 9237 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -3.749268e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 186506 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 8 contains 370959 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 65698 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 19509 members 
Mstep: Class 15 contains 82634 members 
Mstep: Class 16 contains 5650 members 
Mstep: Class 18 contains 14736 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 9336 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -3.749283e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 187824 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 8 contains 370263 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 65239 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 19567 members 
Mstep: Class 15 contains 82546 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 18 contains 14755 members 
Mstep: Class 19 contains 4050 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 9412 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -3.749302e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 189107 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 8 contains 369593 members 
Mstep: Class 9 contains 8049 members 
Mstep: Class 10 contains 64787 members 
Mstep: Class 11 contains 4539 members 
Mstep: Class 12 contains 19619 members 
Mstep: Class 15 contains 82467 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 18 contains 14767 members 
Mstep: Class 19 contains 4102 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 4711 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 9494 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -3.749311e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 190406 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 8 contains 368917 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 64346 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 19653 members 
Mstep: Class 15 contains 82390 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 18 contains 14784 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 2775 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 9563 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -3.74932e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 191710 members 
Mstep: Class 6 contains 1822 members 
Mstep: Class 8 contains 368247 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 63910 members 
Mstep: Class 11 contains 4535 members 
Mstep: Class 12 contains 19669 members 
Mstep: Class 15 contains 82324 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 18 contains 14788 members 
Mstep: Class 19 contains 4191 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 2928 members 
Mstep: Class 24 contains 9612 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -3.749334e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 192999 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 8 contains 367523 members 
Mstep: Class 9 contains 7385 members 
Mstep: Class 10 contains 63521 members 
Mstep: Class 11 contains 4540 members 
Mstep: Class 12 contains 19703 members 
Mstep: Class 15 contains 82251 members 
Mstep: Class 16 contains 6052 members 
Mstep: Class 18 contains 14784 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 4652 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 9651 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -3.749346e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 194301 members 
Mstep: Class 6 contains 1832 members 
Mstep: Class 8 contains 366795 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 63136 members 
Mstep: Class 11 contains 4541 members 
Mstep: Class 12 contains 19735 members 
Mstep: Class 15 contains 82160 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 18 contains 14780 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 2706 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 2866 members 
Mstep: Class 24 contains 9698 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -3.749354e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 195592 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 8 contains 366021 members 
Mstep: Class 9 contains 6954 members 
Mstep: Class 10 contains 62774 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 15 contains 82093 members 
Mstep: Class 16 contains 6191 members 
Mstep: Class 18 contains 14796 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 2616 members 
Mstep: Class 22 contains 4620 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 9747 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -3.749358e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 196826 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 8 contains 365270 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 62427 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 19863 members 
Mstep: Class 15 contains 82040 members 
Mstep: Class 16 contains 6256 members 
Mstep: Class 18 contains 14790 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 9797 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -3.749363e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 198060 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 8 contains 364469 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 62087 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 15 contains 81969 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 9843 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -3.749386e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 199293 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 8 contains 363616 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 61746 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 19991 members 
Mstep: Class 15 contains 81923 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 18 contains 14769 members 
Mstep: Class 19 contains 4511 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 9876 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -3.749405e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 200554 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 8 contains 362703 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 61397 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 20065 members 
Mstep: Class 15 contains 81875 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 4593 members 
Mstep: Class 23 contains 2734 members 
Mstep: Class 24 contains 9916 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -3.749447e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 201852 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 8 contains 361783 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 61056 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 20127 members 
Mstep: Class 15 contains 81844 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 18 contains 14731 members 
Mstep: Class 19 contains 4676 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 2640 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 9959 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -3.749467e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 203152 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 8 contains 360861 members 
Mstep: Class 9 contains 6040 members 
Mstep: Class 10 contains 60731 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 20165 members 
Mstep: Class 15 contains 81795 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 18 contains 14701 members 
Mstep: Class 19 contains 4753 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 2643 members 
Mstep: Class 22 contains 4560 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 10002 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -3.749469e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 204469 members 
Mstep: Class 6 contains 1804 members 
Mstep: Class 8 contains 359932 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 10 contains 60407 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 20217 members 
Mstep: Class 15 contains 81754 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 18 contains 14689 members 
Mstep: Class 19 contains 4822 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 10033 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -3.749488e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 205775 members 
Mstep: Class 6 contains 1798 members 
Mstep: Class 8 contains 359020 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 60113 members 
Mstep: Class 11 contains 4535 members 
Mstep: Class 12 contains 20264 members 
Mstep: Class 15 contains 81688 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 18 contains 14667 members 
Mstep: Class 19 contains 4898 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 2656 members 
Mstep: Class 22 contains 4526 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 10051 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -3.749491e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 207102 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 8 contains 358042 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 59809 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 20308 members 
Mstep: Class 15 contains 81650 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 18 contains 14642 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 2661 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 10077 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -3.749503e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 208448 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 8 contains 357044 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 59517 members 
Mstep: Class 11 contains 4624 members 
Mstep: Class 12 contains 20358 members 
Mstep: Class 15 contains 81617 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 18 contains 14611 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 2662 members 
Mstep: Class 22 contains 4500 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 10106 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -3.74954e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 209838 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 8 contains 355976 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 59269 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 20386 members 
Mstep: Class 15 contains 81594 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 18 contains 14571 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 22 contains 4481 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 10127 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -3.749561e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 211187 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 8 contains 354891 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 59022 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 20424 members 
Mstep: Class 15 contains 81575 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 18 contains 14540 members 
Mstep: Class 19 contains 5115 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 2674 members 
Mstep: Class 22 contains 4470 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 10147 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -3.749582e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 212488 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 8 contains 353807 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 58804 members 
Mstep: Class 11 contains 4731 members 
Mstep: Class 12 contains 20470 members 
Mstep: Class 15 contains 81564 members 
Mstep: Class 16 contains 6974 members 
Mstep: Class 18 contains 14505 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 4472 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 10182 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -3.749606e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 213815 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 8 contains 352708 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 58582 members 
Mstep: Class 11 contains 4766 members 
Mstep: Class 12 contains 20505 members 
Mstep: Class 15 contains 81555 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 18 contains 14481 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 4472 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 10210 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -3.749616e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8344 members 
Mstep: Class 3 contains 215139 members 
Mstep: Class 6 contains 1757 members 
Mstep: Class 8 contains 351647 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 58377 members 
Mstep: Class 11 contains 4809 members 
Mstep: Class 12 contains 20508 members 
Mstep: Class 15 contains 81531 members 
Mstep: Class 16 contains 7091 members 
Mstep: Class 18 contains 14455 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 2693 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 10226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496320.000000 Penalty: 39783.414062
Iteration 70Q: 19 clusters Score -3.749632e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 216514 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 8 contains 350516 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 58189 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 20520 members 
Mstep: Class 15 contains 81502 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 18 contains 14423 members 
Mstep: Class 19 contains 5267 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496256.000000 Penalty: 39783.414062
Iteration 71Q: 19 clusters Score -3.749626e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 217872 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 8 contains 349364 members 
Mstep: Class 9 contains 4732 members 
Mstep: Class 10 contains 58024 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 20545 members 
Mstep: Class 15 contains 81465 members 
Mstep: Class 16 contains 7188 members 
Mstep: Class 18 contains 14391 members 
Mstep: Class 19 contains 5305 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 4468 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 10266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496400.000000 Penalty: 39783.414062
Iteration 72Q: 19 clusters Score -3.74964e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 219244 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 8 contains 348197 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 57886 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 20564 members 
Mstep: Class 15 contains 81445 members 
Mstep: Class 16 contains 7225 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 5335 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 10292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496384.000000 Penalty: 39783.414062
Iteration 73Q: 19 clusters Score -3.749638e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 220618 members 
Mstep: Class 6 contains 1739 members 
Mstep: Class 8 contains 347021 members 
Mstep: Class 9 contains 4517 members 
Mstep: Class 10 contains 57754 members 
Mstep: Class 11 contains 4979 members 
Mstep: Class 12 contains 20581 members 
Mstep: Class 15 contains 81444 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 2712 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 10314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496512.000000 Penalty: 39783.414062
Iteration 74Q: 19 clusters Score -3.749651e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 3 contains 221905 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 8 contains 345904 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 57647 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 20599 members 
Mstep: Class 15 contains 81401 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 4457 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 10323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496772.000000 Penalty: 39783.414062
Iteration 75Q: 19 clusters Score -3.749677e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 223134 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 8 contains 344803 members 
Mstep: Class 9 contains 4346 members 
Mstep: Class 10 contains 57546 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 20631 members 
Mstep: Class 15 contains 81390 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2727 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 10328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496904.000000 Penalty: 39783.414062
Iteration 76Q: 19 clusters Score -3.74969e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 224373 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 8 contains 343653 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 57450 members 
Mstep: Class 11 contains 5098 members 
Mstep: Class 12 contains 20652 members 
Mstep: Class 15 contains 81375 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 5457 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2739 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 10351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496948.000000 Penalty: 39783.414062
Iteration 77Q: 19 clusters Score -3.749695e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 225567 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 8 contains 342521 members 
Mstep: Class 9 contains 4158 members 
Mstep: Class 10 contains 57366 members 
Mstep: Class 11 contains 5157 members 
Mstep: Class 12 contains 20683 members 
Mstep: Class 15 contains 81346 members 
Mstep: Class 16 contains 7422 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 5494 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 2749 members 
Mstep: Class 22 contains 4440 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 10364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37496932.000000 Penalty: 39783.414062
Iteration 78Q: 19 clusters Score -3.749693e+07 nChanged 1860
Entering ConstructFrom: 
Score: -37496932.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -509929.250000 Penalty: 1500.677002
	Iteration 0F: 2 clusters Score -509929.2 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 5097 members 
Entering Unmasked Estep 
Score: -502641.187500 Penalty: 3001.354004
	Iteration 0F: 3 clusters Score -502641.2 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -505178.187500 Penalty: 3001.354004
	Iteration 1F: 3 clusters Score -505178.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -505584.500000 Penalty: 3001.354004
	Iteration 2F: 3 clusters Score -505584.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -506013.218750 Penalty: 3001.354004
	Iteration 3F: 3 clusters Score -506013.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -506431.093750 Penalty: 3001.354004
	Iteration 4F: 3 clusters Score -506431.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -506872.218750 Penalty: 3001.354004
	Iteration 5F: 3 clusters Score -506872.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -507363.750000 Penalty: 3001.354004
	Iteration 6F: 3 clusters Score -507363.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -507748.437500 Penalty: 3001.354004
	Iteration 7F: 3 clusters Score -507748.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -507946.718750 Penalty: 3001.354004
	Iteration 8Q: 3 clusters Score -507946.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -508050.843750 Penalty: 3001.354004
	Iteration 9Q: 3 clusters Score -508050.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -508116.250000 Penalty: 3001.354004
	Iteration 10Q: 3 clusters Score -508116.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -508161.062500 Penalty: 3001.354004
	Iteration 11Q: 3 clusters Score -508161.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -508197.062500 Penalty: 3001.354004
	Iteration 12Q: 3 clusters Score -508197.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -508237.406250 Penalty: 3001.354004
	Iteration 13Q: 3 clusters Score -508237.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -508272.312500 Penalty: 3001.354004
	Iteration 14Q: 3 clusters Score -508272.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -508313.187500 Penalty: 3001.354004
	Iteration 15Q: 3 clusters Score -508313.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -508345.843750 Penalty: 3001.354004
	Iteration 16Q: 3 clusters Score -508345.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -508371.156250 Penalty: 3001.354004
	Iteration 17Q: 3 clusters Score -508371.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -508393.812500 Penalty: 3001.354004
	Iteration 18Q: 3 clusters Score -508393.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -508415.500000 Penalty: 3001.354004
	Iteration 19Q: 3 clusters Score -508415.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -508432.187500 Penalty: 3001.354004
	Iteration 20F: 3 clusters Score -508432.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -508452.468750 Penalty: 3001.354004
	Iteration 21Q: 3 clusters Score -508452.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -508466.250000 Penalty: 3001.354004
	Iteration 22Q: 3 clusters Score -508466.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -508470.781250 Penalty: 3001.354004
	Iteration 23Q: 3 clusters Score -508470.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -508477.687500 Penalty: 3001.354004
	Iteration 24Q: 3 clusters Score -508477.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -508483.156250 Penalty: 3001.354004
	Iteration 25Q: 3 clusters Score -508483.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -508488.406250 Penalty: 3001.354004
	Iteration 26Q: 3 clusters Score -508488.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -508493.031250 Penalty: 3001.354004
	Iteration 27Q: 3 clusters Score -508493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -508499.375000 Penalty: 3001.354004
	Iteration 28Q: 3 clusters Score -508499.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -508503.312500 Penalty: 3001.354004
	Iteration 29Q: 3 clusters Score -508503.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -508509.125000 Penalty: 3001.354004
	Iteration 30Q: 3 clusters Score -508509.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -508514.031250 Penalty: 3001.354004
	Iteration 31Q: 3 clusters Score -508514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -508516.156250 Penalty: 3001.354004
	Iteration 32Q: 3 clusters Score -508516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -508518.625000 Penalty: 3001.354004
	Iteration 33Q: 3 clusters Score -508518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -508520.187500 Penalty: 3001.354004
	Iteration 34Q: 3 clusters Score -508520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -508522.625000 Penalty: 3001.354004
	Iteration 35Q: 3 clusters Score -508522.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -508524.625000 Penalty: 3001.354004
	Iteration 36Q: 3 clusters Score -508524.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -508526.562500 Penalty: 3001.354004
	Iteration 37Q: 3 clusters Score -508526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -508527.781250 Penalty: 3001.354004
	Iteration 38Q: 3 clusters Score -508527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -508530.000000 Penalty: 3001.354004
	Iteration 39Q: 3 clusters Score -508530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -508531.187500 Penalty: 3001.354004
	Iteration 40F: 3 clusters Score -508531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -508531.406250 Penalty: 3001.354004
	Iteration 41Q: 3 clusters Score -508531.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -508534.062500 Penalty: 3001.354004
	Iteration 42Q: 3 clusters Score -508534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -508534.312500 Penalty: 3001.354004
	Iteration 43Q: 3 clusters Score -508534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -508534.531250 Penalty: 3001.354004
	Iteration 44Q: 3 clusters Score -508534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -508534.531250 Penalty: 3001.354004
	Iteration 45F: 3 clusters Score -508534.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -366912.437500 Penalty: 1466.577881
	Iteration 0F: 2 clusters Score -366912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -360802.250000 Penalty: 2933.155762
	Iteration 0F: 3 clusters Score -360802.2 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -362588.093750 Penalty: 2933.155762
	Iteration 1F: 3 clusters Score -362588.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -362765.750000 Penalty: 2933.155762
	Iteration 2F: 3 clusters Score -362765.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -362905.218750 Penalty: 2933.155762
	Iteration 3Q: 3 clusters Score -362905.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -363036.062500 Penalty: 2933.155762
	Iteration 4Q: 3 clusters Score -363036.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -363246.312500 Penalty: 2933.155762
	Iteration 5Q: 3 clusters Score -363246.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -363593.468750 Penalty: 2933.155762
	Iteration 6Q: 3 clusters Score -363593.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -364013.250000 Penalty: 2933.155762
	Iteration 7F: 3 clusters Score -364013.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -364423.281250 Penalty: 2933.155762
	Iteration 8F: 3 clusters Score -364423.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -364802.031250 Penalty: 2933.155762
	Iteration 9F: 3 clusters Score -364802 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -365118.750000 Penalty: 2933.155762
	Iteration 10F: 3 clusters Score -365118.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -365365.093750 Penalty: 2933.155762
	Iteration 11Q: 3 clusters Score -365365.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -365532.937500 Penalty: 2933.155762
	Iteration 12Q: 3 clusters Score -365532.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -365654.968750 Penalty: 2933.155762
	Iteration 13Q: 3 clusters Score -365655 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -365742.562500 Penalty: 2933.155762
	Iteration 14Q: 3 clusters Score -365742.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -365797.062500 Penalty: 2933.155762
	Iteration 15Q: 3 clusters Score -365797.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -365844.843750 Penalty: 2933.155762
	Iteration 16Q: 3 clusters Score -365844.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -365885.937500 Penalty: 2933.155762
	Iteration 17Q: 3 clusters Score -365885.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -365921.812500 Penalty: 2933.155762
	Iteration 18Q: 3 clusters Score -365921.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -365957.937500 Penalty: 2933.155762
	Iteration 19Q: 3 clusters Score -365957.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -365994.312500 Penalty: 2933.155762
	Iteration 20F: 3 clusters Score -365994.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -366040.812500 Penalty: 2933.155762
	Iteration 21Q: 3 clusters Score -366040.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -366089.750000 Penalty: 2933.155762
	Iteration 22Q: 3 clusters Score -366089.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366133.000000 Penalty: 2933.155762
	Iteration 23Q: 3 clusters Score -366133 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -366181.843750 Penalty: 2933.155762
	Iteration 24Q: 3 clusters Score -366181.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -366248.718750 Penalty: 2933.155762
	Iteration 25Q: 3 clusters Score -366248.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -366316.656250 Penalty: 2933.155762
	Iteration 26Q: 3 clusters Score -366316.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -366367.562500 Penalty: 2933.155762
	Iteration 27Q: 3 clusters Score -366367.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -366414.125000 Penalty: 2933.155762
	Iteration 28Q: 3 clusters Score -366414.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -366457.750000 Penalty: 2933.155762
	Iteration 29Q: 3 clusters Score -366457.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -366479.687500 Penalty: 2933.155762
	Iteration 30Q: 3 clusters Score -366479.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -366491.281250 Penalty: 2933.155762
	Iteration 31Q: 3 clusters Score -366491.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -366496.937500 Penalty: 2933.155762
	Iteration 32Q: 3 clusters Score -366496.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -366501.000000 Penalty: 2933.155762
	Iteration 33Q: 3 clusters Score -366501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -366503.937500 Penalty: 2933.155762
	Iteration 34Q: 3 clusters Score -366503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -366506.000000 Penalty: 2933.155762
	Iteration 35Q: 3 clusters Score -366506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -366506.437500 Penalty: 2933.155762
	Iteration 36Q: 3 clusters Score -366506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -366507.093750 Penalty: 2933.155762
	Iteration 37Q: 3 clusters Score -366507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -366506.781250 Penalty: 2933.155762
	Iteration 38Q: 3 clusters Score -366506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -366506.781250 Penalty: 2933.155762
	Iteration 39F: 3 clusters Score -366506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226801 members 
Entering Unmasked Estep 
Score: -10870184.000000 Penalty: 2003.922119
	Iteration 0F: 2 clusters Score -1.087018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 113558 members 
Entering Unmasked Estep 
Score: -10717795.000000 Penalty: 4007.844238
	Iteration 0F: 3 clusters Score -1.07178e+07 nChanged 109836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 118884 members 
Entering Unmasked Estep 
Score: -10783580.000000 Penalty: 4007.844238
	Iteration 1F: 3 clusters Score -1.078358e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -10785743.000000 Penalty: 4007.844238
	Iteration 2Q: 3 clusters Score -1.078574e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 127634 members 
Entering Unmasked Estep 
Score: -10788989.000000 Penalty: 4007.844238
	Iteration 3Q: 3 clusters Score -1.078899e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 135255 members 
Entering Unmasked Estep 
Score: -10794350.000000 Penalty: 4007.844238
	Iteration 4F: 3 clusters Score -1.079435e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 145886 members 
Entering Unmasked Estep 
Score: -10803066.000000 Penalty: 4007.844238
	Iteration 5F: 3 clusters Score -1.080307e+07 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 158981 members 
Entering Unmasked Estep 
Score: -10815404.000000 Penalty: 4007.844238
	Iteration 6F: 3 clusters Score -1.08154e+07 nChanged 16029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 172528 members 
Entering Unmasked Estep 
Score: -10830631.000000 Penalty: 4007.844238
	Iteration 7F: 3 clusters Score -1.083063e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 183324 members 
Entering Unmasked Estep 
Score: -10844614.000000 Penalty: 4007.844238
	Iteration 8F: 3 clusters Score -1.084461e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 189762 members 
Entering Unmasked Estep 
Score: -10853208.000000 Penalty: 4007.844238
	Iteration 9Q: 3 clusters Score -1.085321e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 193564 members 
Entering Unmasked Estep 
Score: -10857283.000000 Penalty: 4007.844238
	Iteration 10Q: 3 clusters Score -1.085728e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 196311 members 
Entering Unmasked Estep 
Score: -10859130.000000 Penalty: 4007.844238
	Iteration 11Q: 3 clusters Score -1.085913e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 198703 members 
Entering Unmasked Estep 
Score: -10860338.000000 Penalty: 4007.844238
	Iteration 12Q: 3 clusters Score -1.086034e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -10861355.000000 Penalty: 4007.844238
	Iteration 13Q: 3 clusters Score -1.086136e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 202957 members 
Entering Unmasked Estep 
Score: -10862243.000000 Penalty: 4007.844238
	Iteration 14Q: 3 clusters Score -1.086224e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 204941 members 
Entering Unmasked Estep 
Score: -10863083.000000 Penalty: 4007.844238
	Iteration 15Q: 3 clusters Score -1.086308e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 206797 members 
Entering Unmasked Estep 
Score: -10863798.000000 Penalty: 4007.844238
	Iteration 16Q: 3 clusters Score -1.08638e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 208552 members 
Entering Unmasked Estep 
Score: -10864488.000000 Penalty: 4007.844238
	Iteration 17Q: 3 clusters Score -1.086449e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 210117 members 
Entering Unmasked Estep 
Score: -10865162.000000 Penalty: 4007.844238
	Iteration 18Q: 3 clusters Score -1.086516e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 211562 members 
Entering Unmasked Estep 
Score: -10865651.000000 Penalty: 4007.844238
	Iteration 19Q: 3 clusters Score -1.086565e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 212866 members 
Entering Unmasked Estep 
Score: -10866196.000000 Penalty: 4007.844238
	Iteration 20F: 3 clusters Score -1.08662e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 214048 members 
Entering Unmasked Estep 
Score: -10866724.000000 Penalty: 4007.844238
	Iteration 21Q: 3 clusters Score -1.086672e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 215130 members 
Entering Unmasked Estep 
Score: -10867151.000000 Penalty: 4007.844238
	Iteration 22Q: 3 clusters Score -1.086715e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 216065 members 
Entering Unmasked Estep 
Score: -10867494.000000 Penalty: 4007.844238
	Iteration 23Q: 3 clusters Score -1.086749e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 216912 members 
Entering Unmasked Estep 
Score: -10867805.000000 Penalty: 4007.844238
	Iteration 24Q: 3 clusters Score -1.08678e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 217645 members 
Entering Unmasked Estep 
Score: -10868019.000000 Penalty: 4007.844238
	Iteration 25Q: 3 clusters Score -1.086802e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 218294 members 
Entering Unmasked Estep 
Score: -10868225.000000 Penalty: 4007.844238
	Iteration 26Q: 3 clusters Score -1.086822e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 218879 members 
Entering Unmasked Estep 
Score: -10868375.000000 Penalty: 4007.844238
	Iteration 27Q: 3 clusters Score -1.086838e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 219361 members 
Entering Unmasked Estep 
Score: -10868473.000000 Penalty: 4007.844238
	Iteration 28Q: 3 clusters Score -1.086847e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 219782 members 
Entering Unmasked Estep 
Score: -10868608.000000 Penalty: 4007.844238
	Iteration 29Q: 3 clusters Score -1.086861e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 220137 members 
Entering Unmasked Estep 
Score: -10868657.000000 Penalty: 4007.844238
	Iteration 30Q: 3 clusters Score -1.086866e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 220454 members 
Entering Unmasked Estep 
Score: -10868711.000000 Penalty: 4007.844238
	Iteration 31Q: 3 clusters Score -1.086871e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 220735 members 
Entering Unmasked Estep 
Score: -10868770.000000 Penalty: 4007.844238
	Iteration 32Q: 3 clusters Score -1.086877e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 220961 members 
Entering Unmasked Estep 
Score: -10868787.000000 Penalty: 4007.844238
	Iteration 33Q: 3 clusters Score -1.086879e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 221159 members 
Entering Unmasked Estep 
Score: -10868808.000000 Penalty: 4007.844238
	Iteration 34Q: 3 clusters Score -1.086881e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 221331 members 
Entering Unmasked Estep 
Score: -10868825.000000 Penalty: 4007.844238
	Iteration 35Q: 3 clusters Score -1.086882e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 221474 members 
Entering Unmasked Estep 
Score: -10868854.000000 Penalty: 4007.844238
	Iteration 36Q: 3 clusters Score -1.086885e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 221613 members 
Entering Unmasked Estep 
Score: -10868881.000000 Penalty: 4007.844238
	Iteration 37Q: 3 clusters Score -1.086888e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 221736 members 
Entering Unmasked Estep 
Score: -10868906.000000 Penalty: 4007.844238
	Iteration 38Q: 3 clusters Score -1.086891e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 221839 members 
Entering Unmasked Estep 
Score: -10868920.000000 Penalty: 4007.844238
	Iteration 39Q: 3 clusters Score -1.086892e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 221928 members 
Entering Unmasked Estep 
Score: -10868946.000000 Penalty: 4007.844238
	Iteration 40F: 3 clusters Score -1.086895e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 222023 members 
Entering Unmasked Estep 
Score: -10868958.000000 Penalty: 4007.844238
	Iteration 41Q: 3 clusters Score -1.086896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 222095 members 
Entering Unmasked Estep 
Score: -10868971.000000 Penalty: 4007.844238
	Iteration 42Q: 3 clusters Score -1.086897e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 222172 members 
Entering Unmasked Estep 
Score: -10868941.000000 Penalty: 4007.844238
	Iteration 43Q: 3 clusters Score -1.086894e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 222249 members 
Entering Unmasked Estep 
Score: -10868978.000000 Penalty: 4007.844238
	Iteration 44Q: 3 clusters Score -1.086898e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 222327 members 
Entering Unmasked Estep 
Score: -10868987.000000 Penalty: 4007.844238
	Iteration 45Q: 3 clusters Score -1.086899e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 222398 members 
Entering Unmasked Estep 
Score: -10869013.000000 Penalty: 4007.844238
	Iteration 46Q: 3 clusters Score -1.086901e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 222468 members 
Entering Unmasked Estep 
Score: -10869022.000000 Penalty: 4007.844238
	Iteration 47Q: 3 clusters Score -1.086902e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 222533 members 
Entering Unmasked Estep 
Score: -10869032.000000 Penalty: 4007.844238
	Iteration 48Q: 3 clusters Score -1.086903e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 222585 members 
Entering Unmasked Estep 
Score: -10869027.000000 Penalty: 4007.844238
	Iteration 49Q: 3 clusters Score -1.086903e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 222630 members 
Entering Unmasked Estep 
Score: -10869057.000000 Penalty: 4007.844238
	Iteration 50Q: 3 clusters Score -1.086906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 222675 members 
Entering Unmasked Estep 
Score: -10869093.000000 Penalty: 4007.844238
	Iteration 51Q: 3 clusters Score -1.086909e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 222722 members 
Entering Unmasked Estep 
Score: -10869087.000000 Penalty: 4007.844238
	Iteration 52Q: 3 clusters Score -1.086909e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 222774 members 
Entering Unmasked Estep 
Score: -10869080.000000 Penalty: 4007.844238
	Iteration 53Q: 3 clusters Score -1.086908e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 222811 members 
Entering Unmasked Estep 
Score: -10869080.000000 Penalty: 4007.844238
	Iteration 54Q: 3 clusters Score -1.086908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 222847 members 
Entering Unmasked Estep 
Score: -10869078.000000 Penalty: 4007.844238
	Iteration 55Q: 3 clusters Score -1.086908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 222876 members 
Entering Unmasked Estep 
Score: -10869099.000000 Penalty: 4007.844238
	Iteration 56Q: 3 clusters Score -1.08691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 222898 members 
Entering Unmasked Estep 
Score: -10869103.000000 Penalty: 4007.844238
	Iteration 57Q: 3 clusters Score -1.08691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 222907 members 
Entering Unmasked Estep 
Score: -10869098.000000 Penalty: 4007.844238
	Iteration 58Q: 3 clusters Score -1.08691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 222912 members 
Entering Unmasked Estep 
Score: -10869107.000000 Penalty: 4007.844238
	Iteration 59Q: 3 clusters Score -1.086911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 222913 members 
Entering Unmasked Estep 
Score: -10869111.000000 Penalty: 4007.844238
	Iteration 60F: 3 clusters Score -1.086911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 222917 members 
Entering Unmasked Estep 
Score: -10869119.000000 Penalty: 4007.844238
	Iteration 61Q: 3 clusters Score -1.086912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 222920 members 
Entering Unmasked Estep 
Score: -10869111.000000 Penalty: 4007.844238
	Iteration 62Q: 3 clusters Score -1.086911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 222925 members 
Entering Unmasked Estep 
Score: -10869111.000000 Penalty: 4007.844238
	Iteration 63Q: 3 clusters Score -1.086911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 222929 members 
Entering Unmasked Estep 
Score: -10869103.000000 Penalty: 4007.844238
	Iteration 64Q: 3 clusters Score -1.08691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 222932 members 
Entering Unmasked Estep 
Score: -10869099.000000 Penalty: 4007.844238
	Iteration 65Q: 3 clusters Score -1.08691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 222935 members 
Entering Unmasked Estep 
Score: -10869106.000000 Penalty: 4007.844238
	Iteration 66Q: 3 clusters Score -1.086911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 222939 members 
Entering Unmasked Estep 
Score: -10869109.000000 Penalty: 4007.844238
	Iteration 67Q: 3 clusters Score -1.086911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 222948 members 
Entering Unmasked Estep 
Score: -10869105.000000 Penalty: 4007.844238
	Iteration 68Q: 3 clusters Score -1.08691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 222953 members 
Entering Unmasked Estep 
Score: -10869117.000000 Penalty: 4007.844238
	Iteration 69Q: 3 clusters Score -1.086912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 222957 members 
Entering Unmasked Estep 
Score: -10869119.000000 Penalty: 4007.844238
	Iteration 70Q: 3 clusters Score -1.086912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 222962 members 
Entering Unmasked Estep 
Score: -10869128.000000 Penalty: 4007.844238
	Iteration 71Q: 3 clusters Score -1.086913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 222966 members 
Entering Unmasked Estep 
Score: -10869128.000000 Penalty: 4007.844238
	Iteration 72Q: 3 clusters Score -1.086913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 222973 members 
Entering Unmasked Estep 
Score: -10869117.000000 Penalty: 4007.844238
	Iteration 73Q: 3 clusters Score -1.086912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 222980 members 
Entering Unmasked Estep 
Score: -10869131.000000 Penalty: 4007.844238
	Iteration 74Q: 3 clusters Score -1.086913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 222990 members 
Entering Unmasked Estep 
Score: -10869130.000000 Penalty: 4007.844238
	Iteration 75Q: 3 clusters Score -1.086913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 222997 members 
Entering Unmasked Estep 
Score: -10869126.000000 Penalty: 4007.844238
	Iteration 76Q: 3 clusters Score -1.086913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 223004 members 
Entering Unmasked Estep 
Score: -10869127.000000 Penalty: 4007.844238
	Iteration 77Q: 3 clusters Score -1.086913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 223010 members 
Entering Unmasked Estep 
Score: -10869137.000000 Penalty: 4007.844238
	Iteration 78Q: 3 clusters Score -1.086914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 223016 members 
Entering Unmasked Estep 
Score: -10869134.000000 Penalty: 4007.844238
	Iteration 79Q: 3 clusters Score -1.086913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 223024 members 
Entering Unmasked Estep 
Score: -10869143.000000 Penalty: 4007.844238
	Iteration 80F: 3 clusters Score -1.086914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 223032 members 
Entering Unmasked Estep 
Score: -10869138.000000 Penalty: 4007.844238
	Iteration 81Q: 3 clusters Score -1.086914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 223042 members 
Entering Unmasked Estep 
Score: -10869143.000000 Penalty: 4007.844238
	Iteration 82Q: 3 clusters Score -1.086914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 223046 members 
Entering Unmasked Estep 
Score: -10869133.000000 Penalty: 4007.844238
	Iteration 83Q: 3 clusters Score -1.086913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 223056 members 
Entering Unmasked Estep 
Score: -10869121.000000 Penalty: 4007.844238
	Iteration 84Q: 3 clusters Score -1.086912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 223065 members 
Entering Unmasked Estep 
Score: -10869118.000000 Penalty: 4007.844238
	Iteration 85Q: 3 clusters Score -1.086912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 223070 members 
Entering Unmasked Estep 
Score: -10869124.000000 Penalty: 4007.844238
	Iteration 86Q: 3 clusters Score -1.086912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 223072 members 
Entering Unmasked Estep 
Score: -10869122.000000 Penalty: 4007.844238
	Iteration 87Q: 3 clusters Score -1.086912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 223072 members 
Entering Unmasked Estep 
Score: -10869122.000000 Penalty: 4007.844238
	Iteration 88F: 3 clusters Score -1.086912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -79655.851562 Penalty: 1209.785400
	Iteration 0F: 2 clusters Score -79655.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -77739.351562 Penalty: 2419.570801
	Iteration 0F: 3 clusters Score -77739.35 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -78127.468750 Penalty: 2419.570801
	Iteration 1F: 3 clusters Score -78127.47 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -78203.203125 Penalty: 2419.570801
	Iteration 2F: 3 clusters Score -78203.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -78265.046875 Penalty: 2419.570801
	Iteration 3Q: 3 clusters Score -78265.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -78324.929688 Penalty: 2419.570801
	Iteration 4Q: 3 clusters Score -78324.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -78381.929688 Penalty: 2419.570801
	Iteration 5Q: 3 clusters Score -78381.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -78424.429688 Penalty: 2419.570801
	Iteration 6Q: 3 clusters Score -78424.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -78455.257812 Penalty: 2419.570801
	Iteration 7Q: 3 clusters Score -78455.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -78472.390625 Penalty: 2419.570801
	Iteration 8Q: 3 clusters Score -78472.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -78489.710938 Penalty: 2419.570801
	Iteration 9Q: 3 clusters Score -78489.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -78502.570312 Penalty: 2419.570801
	Iteration 10Q: 3 clusters Score -78502.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -78516.015625 Penalty: 2419.570801
	Iteration 11Q: 3 clusters Score -78516.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -78526.390625 Penalty: 2419.570801
	Iteration 12Q: 3 clusters Score -78526.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -78538.492188 Penalty: 2419.570801
	Iteration 13Q: 3 clusters Score -78538.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -78549.398438 Penalty: 2419.570801
	Iteration 14Q: 3 clusters Score -78549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -78551.835938 Penalty: 2419.570801
	Iteration 15Q: 3 clusters Score -78551.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -78554.429688 Penalty: 2419.570801
	Iteration 16Q: 3 clusters Score -78554.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -78558.296875 Penalty: 2419.570801
	Iteration 17Q: 3 clusters Score -78558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -78559.664062 Penalty: 2419.570801
	Iteration 18Q: 3 clusters Score -78559.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -78561.742188 Penalty: 2419.570801
	Iteration 19Q: 3 clusters Score -78561.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -78563.898438 Penalty: 2419.570801
	Iteration 20F: 3 clusters Score -78563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -78565.062500 Penalty: 2419.570801
	Iteration 21Q: 3 clusters Score -78565.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -78567.335938 Penalty: 2419.570801
	Iteration 22Q: 3 clusters Score -78567.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -78571.578125 Penalty: 2419.570801
	Iteration 23Q: 3 clusters Score -78571.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -78574.656250 Penalty: 2419.570801
	Iteration 24Q: 3 clusters Score -78574.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -78576.921875 Penalty: 2419.570801
	Iteration 25Q: 3 clusters Score -78576.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -78579.492188 Penalty: 2419.570801
	Iteration 26Q: 3 clusters Score -78579.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -78579.984375 Penalty: 2419.570801
	Iteration 27Q: 3 clusters Score -78579.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -78579.984375 Penalty: 2419.570801
	Iteration 28F: 3 clusters Score -78579.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (341351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341351 members 
Entering Unmasked Estep 
Score: -16438370.000000 Penalty: 2070.358398
	Iteration 0F: 2 clusters Score -1.643837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -16207641.000000 Penalty: 4140.716797
	Iteration 0F: 3 clusters Score -1.620764e+07 nChanged 166484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156583 members 
Mstep: Class 2 contains 184768 members 
Entering Unmasked Estep 
Score: -16308882.000000 Penalty: 4140.716797
	Iteration 1F: 3 clusters Score -1.630888e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 192698 members 
Entering Unmasked Estep 
Score: -16312619.000000 Penalty: 4140.716797
	Iteration 2Q: 3 clusters Score -1.631262e+07 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 204584 members 
Entering Unmasked Estep 
Score: -16319150.000000 Penalty: 4140.716797
	Iteration 3Q: 3 clusters Score -1.631915e+07 nChanged 18792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 221668 members 
Entering Unmasked Estep 
Score: -16329890.000000 Penalty: 4140.716797
	Iteration 4F: 3 clusters Score -1.632989e+07 nChanged 23946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 244778 members 
Entering Unmasked Estep 
Score: -16347040.000000 Penalty: 4140.716797
	Iteration 5F: 3 clusters Score -1.634704e+07 nChanged 28095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 272569 members 
Entering Unmasked Estep 
Score: -16370676.000000 Penalty: 4140.716797
	Iteration 6F: 3 clusters Score -1.637068e+07 nChanged 27895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 300412 members 
Entering Unmasked Estep 
Score: -16397383.000000 Penalty: 4140.716797
	Iteration 7F: 3 clusters Score -1.639738e+07 nChanged 21836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 322242 members 
Entering Unmasked Estep 
Score: -16418999.000000 Penalty: 4140.716797
	Iteration 8F: 3 clusters Score -1.6419e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 334391 members 
Entering Unmasked Estep 
Score: -16430582.000000 Penalty: 4140.716797
	Iteration 9Q: 3 clusters Score -1.643058e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 339140 members 
Entering Unmasked Estep 
Score: -16434879.000000 Penalty: 4140.716797
	Iteration 10Q: 3 clusters Score -1.643488e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 340568 members 
Entering Unmasked Estep 
Score: -16435992.000000 Penalty: 4140.716797
	Iteration 11Q: 3 clusters Score -1.643599e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 340939 members 
Entering Unmasked Estep 
Score: -16436376.000000 Penalty: 4140.716797
	Iteration 12Q: 3 clusters Score -1.643638e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341031 members 
Entering Unmasked Estep 
Score: -16436515.000000 Penalty: 4140.716797
	Iteration 13Q: 3 clusters Score -1.643652e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 341061 members 
Entering Unmasked Estep 
Score: -16436562.000000 Penalty: 4140.716797
	Iteration 14Q: 3 clusters Score -1.643656e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341072 members 
Entering Unmasked Estep 
Score: -16436597.000000 Penalty: 4140.716797
	Iteration 15Q: 3 clusters Score -1.64366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 341080 members 
Entering Unmasked Estep 
Score: -16436627.000000 Penalty: 4140.716797
	Iteration 16Q: 3 clusters Score -1.643663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 341088 members 
Entering Unmasked Estep 
Score: -16436635.000000 Penalty: 4140.716797
	Iteration 17Q: 3 clusters Score -1.643664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 341095 members 
Entering Unmasked Estep 
Score: -16436659.000000 Penalty: 4140.716797
	Iteration 18Q: 3 clusters Score -1.643666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 341096 members 
Entering Unmasked Estep 
Score: -16436691.000000 Penalty: 4140.716797
	Iteration 19Q: 3 clusters Score -1.643669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341094 members 
Entering Unmasked Estep 
Score: -16436698.000000 Penalty: 4140.716797
	Iteration 20F: 3 clusters Score -1.64367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 341090 members 
Entering Unmasked Estep 
Score: -16436709.000000 Penalty: 4140.716797
	Iteration 21Q: 3 clusters Score -1.643671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 341078 members 
Entering Unmasked Estep 
Score: -16436715.000000 Penalty: 4140.716797
	Iteration 22Q: 3 clusters Score -1.643672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 341064 members 
Entering Unmasked Estep 
Score: -16436745.000000 Penalty: 4140.716797
	Iteration 23Q: 3 clusters Score -1.643674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 341053 members 
Entering Unmasked Estep 
Score: -16436752.000000 Penalty: 4140.716797
	Iteration 24Q: 3 clusters Score -1.643675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 341043 members 
Entering Unmasked Estep 
Score: -16436767.000000 Penalty: 4140.716797
	Iteration 25Q: 3 clusters Score -1.643677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 341041 members 
Entering Unmasked Estep 
Score: -16436772.000000 Penalty: 4140.716797
	Iteration 26Q: 3 clusters Score -1.643677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341038 members 
Entering Unmasked Estep 
Score: -16436771.000000 Penalty: 4140.716797
	Iteration 27Q: 3 clusters Score -1.643677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341038 members 
Entering Unmasked Estep 
Score: -16436771.000000 Penalty: 4140.716797
	Iteration 28F: 3 clusters Score -1.643677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -209693.328125 Penalty: 1351.478149
	Iteration 0F: 2 clusters Score -209693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -206216.125000 Penalty: 2702.956299
	Iteration 0F: 3 clusters Score -206216.1 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -207117.968750 Penalty: 2702.956299
	Iteration 1F: 3 clusters Score -207118 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -207281.875000 Penalty: 2702.956299
	Iteration 2F: 3 clusters Score -207281.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -207418.765625 Penalty: 2702.956299
	Iteration 3F: 3 clusters Score -207418.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -207513.671875 Penalty: 2702.956299
	Iteration 4Q: 3 clusters Score -207513.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -207589.921875 Penalty: 2702.956299
	Iteration 5Q: 3 clusters Score -207589.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -207666.609375 Penalty: 2702.956299
	Iteration 6Q: 3 clusters Score -207666.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -207742.437500 Penalty: 2702.956299
	Iteration 7Q: 3 clusters Score -207742.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -207819.109375 Penalty: 2702.956299
	Iteration 8Q: 3 clusters Score -207819.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207909.875000 Penalty: 2702.956299
	Iteration 9Q: 3 clusters Score -207909.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -207985.078125 Penalty: 2702.956299
	Iteration 10Q: 3 clusters Score -207985.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208055.937500 Penalty: 2702.956299
	Iteration 11Q: 3 clusters Score -208055.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -208125.046875 Penalty: 2702.956299
	Iteration 12Q: 3 clusters Score -208125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208201.015625 Penalty: 2702.956299
	Iteration 13Q: 3 clusters Score -208201 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -208259.968750 Penalty: 2702.956299
	Iteration 14Q: 3 clusters Score -208260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -208309.953125 Penalty: 2702.956299
	Iteration 15Q: 3 clusters Score -208310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -208357.125000 Penalty: 2702.956299
	Iteration 16Q: 3 clusters Score -208357.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -208391.781250 Penalty: 2702.956299
	Iteration 17Q: 3 clusters Score -208391.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -208421.015625 Penalty: 2702.956299
	Iteration 18Q: 3 clusters Score -208421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -208446.000000 Penalty: 2702.956299
	Iteration 19Q: 3 clusters Score -208446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -208459.828125 Penalty: 2702.956299
	Iteration 20F: 3 clusters Score -208459.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -208474.953125 Penalty: 2702.956299
	Iteration 21Q: 3 clusters Score -208475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -208493.328125 Penalty: 2702.956299
	Iteration 22Q: 3 clusters Score -208493.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -208525.109375 Penalty: 2702.956299
	Iteration 23Q: 3 clusters Score -208525.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -208539.031250 Penalty: 2702.956299
	Iteration 24Q: 3 clusters Score -208539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -208545.359375 Penalty: 2702.956299
	Iteration 25Q: 3 clusters Score -208545.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -208550.031250 Penalty: 2702.956299
	Iteration 26Q: 3 clusters Score -208550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -208556.640625 Penalty: 2702.956299
	Iteration 27Q: 3 clusters Score -208556.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -208562.953125 Penalty: 2702.956299
	Iteration 28Q: 3 clusters Score -208563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -208569.062500 Penalty: 2702.956299
	Iteration 29Q: 3 clusters Score -208569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -208572.968750 Penalty: 2702.956299
	Iteration 30Q: 3 clusters Score -208573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -208577.000000 Penalty: 2702.956299
	Iteration 31Q: 3 clusters Score -208577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -208577.484375 Penalty: 2702.956299
	Iteration 32Q: 3 clusters Score -208577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -208577.484375 Penalty: 2702.956299
	Iteration 33F: 3 clusters Score -208577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Entering Unmasked Estep 
Score: -2758529.000000 Penalty: 1780.376099
	Iteration 0F: 2 clusters Score -2758529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -2720316.750000 Penalty: 3560.752197
	Iteration 0F: 3 clusters Score -2720317 nChanged 26959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -2735956.000000 Penalty: 3560.752197
	Iteration 1F: 3 clusters Score -2735956 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -2736509.250000 Penalty: 3560.752197
	Iteration 2Q: 3 clusters Score -2736509 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -2737120.500000 Penalty: 3560.752197
	Iteration 3Q: 3 clusters Score -2737120 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -2737863.500000 Penalty: 3560.752197
	Iteration 4Q: 3 clusters Score -2737864 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -2738802.000000 Penalty: 3560.752197
	Iteration 5Q: 3 clusters Score -2738802 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -2740070.500000 Penalty: 3560.752197
	Iteration 6Q: 3 clusters Score -2740070 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -2741858.750000 Penalty: 3560.752197
	Iteration 7F: 3 clusters Score -2741859 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -2744211.250000 Penalty: 3560.752197
	Iteration 8F: 3 clusters Score -2744211 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -2746667.250000 Penalty: 3560.752197
	Iteration 9F: 3 clusters Score -2746667 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -2748410.250000 Penalty: 3560.752197
	Iteration 10F: 3 clusters Score -2748410 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -2749297.750000 Penalty: 3560.752197
	Iteration 11Q: 3 clusters Score -2749298 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -2749775.250000 Penalty: 3560.752197
	Iteration 12Q: 3 clusters Score -2749775 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -2750095.750000 Penalty: 3560.752197
	Iteration 13Q: 3 clusters Score -2750096 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -2750401.750000 Penalty: 3560.752197
	Iteration 14Q: 3 clusters Score -2750402 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -2750745.250000 Penalty: 3560.752197
	Iteration 15Q: 3 clusters Score -2750745 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -2751168.000000 Penalty: 3560.752197
	Iteration 16Q: 3 clusters Score -2751168 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -2751547.750000 Penalty: 3560.752197
	Iteration 17Q: 3 clusters Score -2751548 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -2751979.000000 Penalty: 3560.752197
	Iteration 18Q: 3 clusters Score -2751979 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -2752460.750000 Penalty: 3560.752197
	Iteration 19Q: 3 clusters Score -2752461 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -2752937.000000 Penalty: 3560.752197
	Iteration 20F: 3 clusters Score -2752937 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -2753353.500000 Penalty: 3560.752197
	Iteration 21Q: 3 clusters Score -2753354 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -2753735.500000 Penalty: 3560.752197
	Iteration 22Q: 3 clusters Score -2753736 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -2754058.250000 Penalty: 3560.752197
	Iteration 23Q: 3 clusters Score -2754058 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -2754329.250000 Penalty: 3560.752197
	Iteration 24Q: 3 clusters Score -2754329 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -2754525.000000 Penalty: 3560.752197
	Iteration 25Q: 3 clusters Score -2754525 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -2754730.750000 Penalty: 3560.752197
	Iteration 26Q: 3 clusters Score -2754731 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -2754896.750000 Penalty: 3560.752197
	Iteration 27Q: 3 clusters Score -2754897 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -2755044.250000 Penalty: 3560.752197
	Iteration 28Q: 3 clusters Score -2755044 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -2755188.000000 Penalty: 3560.752197
	Iteration 29Q: 3 clusters Score -2755188 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -2755342.500000 Penalty: 3560.752197
	Iteration 30Q: 3 clusters Score -2755342 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -2755476.000000 Penalty: 3560.752197
	Iteration 31Q: 3 clusters Score -2755476 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -2755603.500000 Penalty: 3560.752197
	Iteration 32Q: 3 clusters Score -2755604 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -2755736.750000 Penalty: 3560.752197
	Iteration 33Q: 3 clusters Score -2755737 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -2755878.500000 Penalty: 3560.752197
	Iteration 34Q: 3 clusters Score -2755878 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -2755988.000000 Penalty: 3560.752197
	Iteration 35Q: 3 clusters Score -2755988 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -2756087.250000 Penalty: 3560.752197
	Iteration 36Q: 3 clusters Score -2756087 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -2756192.750000 Penalty: 3560.752197
	Iteration 37Q: 3 clusters Score -2756193 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -2756280.000000 Penalty: 3560.752197
	Iteration 38Q: 3 clusters Score -2756280 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -2756362.750000 Penalty: 3560.752197
	Iteration 39Q: 3 clusters Score -2756363 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -2756436.250000 Penalty: 3560.752197
	Iteration 40F: 3 clusters Score -2756436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -2756492.750000 Penalty: 3560.752197
	Iteration 41Q: 3 clusters Score -2756493 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -2756555.000000 Penalty: 3560.752197
	Iteration 42Q: 3 clusters Score -2756555 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -2756606.250000 Penalty: 3560.752197
	Iteration 43Q: 3 clusters Score -2756606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -2756648.000000 Penalty: 3560.752197
	Iteration 44Q: 3 clusters Score -2756648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -2756679.000000 Penalty: 3560.752197
	Iteration 45Q: 3 clusters Score -2756679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -2756724.000000 Penalty: 3560.752197
	Iteration 46Q: 3 clusters Score -2756724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -2756768.500000 Penalty: 3560.752197
	Iteration 47Q: 3 clusters Score -2756768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -2756808.500000 Penalty: 3560.752197
	Iteration 48Q: 3 clusters Score -2756808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -2756840.500000 Penalty: 3560.752197
	Iteration 49Q: 3 clusters Score -2756840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -2756857.000000 Penalty: 3560.752197
	Iteration 50Q: 3 clusters Score -2756857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -2756868.000000 Penalty: 3560.752197
	Iteration 51Q: 3 clusters Score -2756868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -2756883.500000 Penalty: 3560.752197
	Iteration 52Q: 3 clusters Score -2756884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -2756903.750000 Penalty: 3560.752197
	Iteration 53Q: 3 clusters Score -2756904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -2756909.500000 Penalty: 3560.752197
	Iteration 54Q: 3 clusters Score -2756910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -2756919.750000 Penalty: 3560.752197
	Iteration 55Q: 3 clusters Score -2756920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -2756933.000000 Penalty: 3560.752197
	Iteration 56Q: 3 clusters Score -2756933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -2756944.000000 Penalty: 3560.752197
	Iteration 57Q: 3 clusters Score -2756944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -2756962.250000 Penalty: 3560.752197
	Iteration 58Q: 3 clusters Score -2756962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -2756965.750000 Penalty: 3560.752197
	Iteration 59Q: 3 clusters Score -2756966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -2756970.500000 Penalty: 3560.752197
	Iteration 60F: 3 clusters Score -2756970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -2756971.250000 Penalty: 3560.752197
	Iteration 61Q: 3 clusters Score -2756971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -2756980.250000 Penalty: 3560.752197
	Iteration 62Q: 3 clusters Score -2756980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -2756988.250000 Penalty: 3560.752197
	Iteration 63Q: 3 clusters Score -2756988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -2756984.500000 Penalty: 3560.752197
	Iteration 64Q: 3 clusters Score -2756984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -2756988.250000 Penalty: 3560.752197
	Iteration 65Q: 3 clusters Score -2756988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -2756988.500000 Penalty: 3560.752197
	Iteration 66Q: 3 clusters Score -2756988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -2756997.250000 Penalty: 3560.752197
	Iteration 67Q: 3 clusters Score -2756997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -2757000.750000 Penalty: 3560.752197
	Iteration 68Q: 3 clusters Score -2757001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -2757005.000000 Penalty: 3560.752197
	Iteration 69Q: 3 clusters Score -2757005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -2757008.250000 Penalty: 3560.752197
	Iteration 70Q: 3 clusters Score -2757008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -2757010.750000 Penalty: 3560.752197
	Iteration 71Q: 3 clusters Score -2757011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -2757024.000000 Penalty: 3560.752197
	Iteration 72Q: 3 clusters Score -2757024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -2757020.500000 Penalty: 3560.752197
	Iteration 73Q: 3 clusters Score -2757020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -2757020.000000 Penalty: 3560.752197
	Iteration 74Q: 3 clusters Score -2757020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -2757022.000000 Penalty: 3560.752197
	Iteration 75Q: 3 clusters Score -2757022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -2757024.750000 Penalty: 3560.752197
	Iteration 76Q: 3 clusters Score -2757025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -2757026.750000 Penalty: 3560.752197
	Iteration 77Q: 3 clusters Score -2757027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -2757026.750000 Penalty: 3560.752197
	Iteration 78F: 3 clusters Score -2757027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Entering Unmasked Estep 
Score: -271062.031250 Penalty: 1390.916504
	Iteration 0F: 2 clusters Score -271062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -266928.906250 Penalty: 2781.833008
	Iteration 0F: 3 clusters Score -266928.9 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -268080.031250 Penalty: 2781.833008
	Iteration 1F: 3 clusters Score -268080 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -268284.031250 Penalty: 2781.833008
	Iteration 2F: 3 clusters Score -268284 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -268466.937500 Penalty: 2781.833008
	Iteration 3F: 3 clusters Score -268466.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -268639.093750 Penalty: 2781.833008
	Iteration 4Q: 3 clusters Score -268639.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -268792.500000 Penalty: 2781.833008
	Iteration 5Q: 3 clusters Score -268792.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -268977.906250 Penalty: 2781.833008
	Iteration 6Q: 3 clusters Score -268977.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -269177.812500 Penalty: 2781.833008
	Iteration 7Q: 3 clusters Score -269177.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -269367.093750 Penalty: 2781.833008
	Iteration 8Q: 3 clusters Score -269367.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -269529.125000 Penalty: 2781.833008
	Iteration 9Q: 3 clusters Score -269529.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -269651.125000 Penalty: 2781.833008
	Iteration 10Q: 3 clusters Score -269651.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -269709.593750 Penalty: 2781.833008
	Iteration 11Q: 3 clusters Score -269709.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -269753.656250 Penalty: 2781.833008
	Iteration 12Q: 3 clusters Score -269753.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -269777.937500 Penalty: 2781.833008
	Iteration 13Q: 3 clusters Score -269777.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -269796.625000 Penalty: 2781.833008
	Iteration 14Q: 3 clusters Score -269796.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -269809.000000 Penalty: 2781.833008
	Iteration 15Q: 3 clusters Score -269809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -269815.000000 Penalty: 2781.833008
	Iteration 16Q: 3 clusters Score -269815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -269819.843750 Penalty: 2781.833008
	Iteration 17Q: 3 clusters Score -269819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -269820.031250 Penalty: 2781.833008
	Iteration 18Q: 3 clusters Score -269820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -269820.031250 Penalty: 2781.833008
	Iteration 19F: 3 clusters Score -269820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Entering Unmasked Estep 
Score: -1015896.500000 Penalty: 1614.993286
	Iteration 0F: 2 clusters Score -1015896 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 10313 members 
Entering Unmasked Estep 
Score: -1001704.437500 Penalty: 3229.986572
	Iteration 0F: 3 clusters Score -1001704 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1007150.062500 Penalty: 3229.986572
	Iteration 1F: 3 clusters Score -1007150 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1007596.750000 Penalty: 3229.986572
	Iteration 2F: 3 clusters Score -1007597 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1008089.937500 Penalty: 3229.986572
	Iteration 3F: 3 clusters Score -1008090 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1008642.625000 Penalty: 3229.986572
	Iteration 4F: 3 clusters Score -1008643 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1009333.562500 Penalty: 3229.986572
	Iteration 5F: 3 clusters Score -1009334 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1010103.750000 Penalty: 3229.986572
	Iteration 6F: 3 clusters Score -1010104 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1011052.937500 Penalty: 3229.986572
	Iteration 7F: 3 clusters Score -1011053 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1012181.562500 Penalty: 3229.986572
	Iteration 8F: 3 clusters Score -1012182 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1013169.125000 Penalty: 3229.986572
	Iteration 9F: 3 clusters Score -1013169 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1013760.812500 Penalty: 3229.986572
	Iteration 10Q: 3 clusters Score -1013761 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1014043.875000 Penalty: 3229.986572
	Iteration 11Q: 3 clusters Score -1014044 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1014181.437500 Penalty: 3229.986572
	Iteration 12Q: 3 clusters Score -1014181 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1014268.687500 Penalty: 3229.986572
	Iteration 13Q: 3 clusters Score -1014269 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1014328.937500 Penalty: 3229.986572
	Iteration 14Q: 3 clusters Score -1014329 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1014384.062500 Penalty: 3229.986572
	Iteration 15Q: 3 clusters Score -1014384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1014434.750000 Penalty: 3229.986572
	Iteration 16Q: 3 clusters Score -1014435 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1014467.250000 Penalty: 3229.986572
	Iteration 17Q: 3 clusters Score -1014467 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1014498.375000 Penalty: 3229.986572
	Iteration 18Q: 3 clusters Score -1014498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1014518.062500 Penalty: 3229.986572
	Iteration 19Q: 3 clusters Score -1014518 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1014535.812500 Penalty: 3229.986572
	Iteration 20F: 3 clusters Score -1014536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1014555.875000 Penalty: 3229.986572
	Iteration 21Q: 3 clusters Score -1014556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1014570.312500 Penalty: 3229.986572
	Iteration 22Q: 3 clusters Score -1014570 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1014580.250000 Penalty: 3229.986572
	Iteration 23Q: 3 clusters Score -1014580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1014589.687500 Penalty: 3229.986572
	Iteration 24Q: 3 clusters Score -1014590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1014600.250000 Penalty: 3229.986572
	Iteration 25Q: 3 clusters Score -1014600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1014613.312500 Penalty: 3229.986572
	Iteration 26Q: 3 clusters Score -1014613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1014620.000000 Penalty: 3229.986572
	Iteration 27Q: 3 clusters Score -1014620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1014630.062500 Penalty: 3229.986572
	Iteration 28Q: 3 clusters Score -1014630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1014644.312500 Penalty: 3229.986572
	Iteration 29Q: 3 clusters Score -1014644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1014658.062500 Penalty: 3229.986572
	Iteration 30Q: 3 clusters Score -1014658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1014673.062500 Penalty: 3229.986572
	Iteration 31Q: 3 clusters Score -1014673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1014679.375000 Penalty: 3229.986572
	Iteration 32Q: 3 clusters Score -1014679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1014683.312500 Penalty: 3229.986572
	Iteration 33Q: 3 clusters Score -1014683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1014687.375000 Penalty: 3229.986572
	Iteration 34Q: 3 clusters Score -1014687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1014693.937500 Penalty: 3229.986572
	Iteration 35Q: 3 clusters Score -1014694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1014700.062500 Penalty: 3229.986572
	Iteration 36Q: 3 clusters Score -1014700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1014714.062500 Penalty: 3229.986572
	Iteration 37Q: 3 clusters Score -1014714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1014722.625000 Penalty: 3229.986572
	Iteration 38Q: 3 clusters Score -1014723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1014734.000000 Penalty: 3229.986572
	Iteration 39Q: 3 clusters Score -1014734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1014741.875000 Penalty: 3229.986572
	Iteration 40F: 3 clusters Score -1014742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1014747.687500 Penalty: 3229.986572
	Iteration 41Q: 3 clusters Score -1014748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1014756.062500 Penalty: 3229.986572
	Iteration 42Q: 3 clusters Score -1014756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1014764.875000 Penalty: 3229.986572
	Iteration 43Q: 3 clusters Score -1014765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1014775.187500 Penalty: 3229.986572
	Iteration 44Q: 3 clusters Score -1014775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1014781.750000 Penalty: 3229.986572
	Iteration 45Q: 3 clusters Score -1014782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1014787.625000 Penalty: 3229.986572
	Iteration 46Q: 3 clusters Score -1014788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1014793.562500 Penalty: 3229.986572
	Iteration 47Q: 3 clusters Score -1014794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1014798.250000 Penalty: 3229.986572
	Iteration 48Q: 3 clusters Score -1014798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1014799.687500 Penalty: 3229.986572
	Iteration 49Q: 3 clusters Score -1014800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1014807.687500 Penalty: 3229.986572
	Iteration 50Q: 3 clusters Score -1014808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1014810.875000 Penalty: 3229.986572
	Iteration 51Q: 3 clusters Score -1014811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1014811.312500 Penalty: 3229.986572
	Iteration 52Q: 3 clusters Score -1014811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1014814.187500 Penalty: 3229.986572
	Iteration 53Q: 3 clusters Score -1014814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1014819.750000 Penalty: 3229.986572
	Iteration 54Q: 3 clusters Score -1014820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1014822.437500 Penalty: 3229.986572
	Iteration 55Q: 3 clusters Score -1014822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1014822.937500 Penalty: 3229.986572
	Iteration 56Q: 3 clusters Score -1014823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1014824.062500 Penalty: 3229.986572
	Iteration 57Q: 3 clusters Score -1014824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1014827.187500 Penalty: 3229.986572
	Iteration 58Q: 3 clusters Score -1014827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1014830.750000 Penalty: 3229.986572
	Iteration 59Q: 3 clusters Score -1014831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1014832.750000 Penalty: 3229.986572
	Iteration 60F: 3 clusters Score -1014833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1014837.000000 Penalty: 3229.986572
	Iteration 61Q: 3 clusters Score -1014837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1014840.937500 Penalty: 3229.986572
	Iteration 62Q: 3 clusters Score -1014841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1014843.375000 Penalty: 3229.986572
	Iteration 63Q: 3 clusters Score -1014843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1014846.187500 Penalty: 3229.986572
	Iteration 64Q: 3 clusters Score -1014846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1014847.437500 Penalty: 3229.986572
	Iteration 65Q: 3 clusters Score -1014847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1014849.562500 Penalty: 3229.986572
	Iteration 66Q: 3 clusters Score -1014850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1014850.250000 Penalty: 3229.986572
	Iteration 67Q: 3 clusters Score -1014850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1014851.687500 Penalty: 3229.986572
	Iteration 68Q: 3 clusters Score -1014852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1014851.125000 Penalty: 3229.986572
	Iteration 69Q: 3 clusters Score -1014851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1014853.312500 Penalty: 3229.986572
	Iteration 70Q: 3 clusters Score -1014853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1014854.937500 Penalty: 3229.986572
	Iteration 71Q: 3 clusters Score -1014855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1014852.937500 Penalty: 3229.986572
	Iteration 72Q: 3 clusters Score -1014853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1014853.687500 Penalty: 3229.986572
	Iteration 73Q: 3 clusters Score -1014854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1014856.375000 Penalty: 3229.986572
	Iteration 74Q: 3 clusters Score -1014856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1014856.250000 Penalty: 3229.986572
	Iteration 75Q: 3 clusters Score -1014856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1014854.750000 Penalty: 3229.986572
	Iteration 76Q: 3 clusters Score -1014855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1014853.437500 Penalty: 3229.986572
	Iteration 77Q: 3 clusters Score -1014853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1014853.312500 Penalty: 3229.986572
	Iteration 78Q: 3 clusters Score -1014853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1014854.125000 Penalty: 3229.986572
	Iteration 79Q: 3 clusters Score -1014854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1014856.875000 Penalty: 3229.986572
	Iteration 80F: 3 clusters Score -1014857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1014860.375000 Penalty: 3229.986572
	Iteration 81Q: 3 clusters Score -1014860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1014861.437500 Penalty: 3229.986572
	Iteration 82Q: 3 clusters Score -1014861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1014860.250000 Penalty: 3229.986572
	Iteration 83Q: 3 clusters Score -1014860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1014860.687500 Penalty: 3229.986572
	Iteration 84Q: 3 clusters Score -1014861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1014862.625000 Penalty: 3229.986572
	Iteration 85Q: 3 clusters Score -1014863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1014862.375000 Penalty: 3229.986572
	Iteration 86Q: 3 clusters Score -1014862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1014862.125000 Penalty: 3229.986572
	Iteration 87Q: 3 clusters Score -1014862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1014863.312500 Penalty: 3229.986572
	Iteration 88Q: 3 clusters Score -1014863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1014863.312500 Penalty: 3229.986572
	Iteration 89F: 3 clusters Score -1014863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Entering Unmasked Estep 
Score: -3922681.000000 Penalty: 1837.216919
	Iteration 0F: 2 clusters Score -3922681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -3868376.750000 Penalty: 3674.433838
	Iteration 0F: 3 clusters Score -3868377 nChanged 38612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -3890766.250000 Penalty: 3674.433838
	Iteration 1F: 3 clusters Score -3890766 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -3891733.250000 Penalty: 3674.433838
	Iteration 2Q: 3 clusters Score -3891733 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -3893204.500000 Penalty: 3674.433838
	Iteration 3Q: 3 clusters Score -3893204 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -3895554.500000 Penalty: 3674.433838
	Iteration 4F: 3 clusters Score -3895554 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -3899018.750000 Penalty: 3674.433838
	Iteration 5F: 3 clusters Score -3899019 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -3903577.250000 Penalty: 3674.433838
	Iteration 6F: 3 clusters Score -3903577 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -3908399.500000 Penalty: 3674.433838
	Iteration 7F: 3 clusters Score -3908400 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -3912560.500000 Penalty: 3674.433838
	Iteration 8F: 3 clusters Score -3912560 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -3915531.000000 Penalty: 3674.433838
	Iteration 9Q: 3 clusters Score -3915531 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -3917293.250000 Penalty: 3674.433838
	Iteration 10Q: 3 clusters Score -3917293 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -3918350.500000 Penalty: 3674.433838
	Iteration 11Q: 3 clusters Score -3918350 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -3919088.750000 Penalty: 3674.433838
	Iteration 12Q: 3 clusters Score -3919089 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -3919636.250000 Penalty: 3674.433838
	Iteration 13Q: 3 clusters Score -3919636 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -3920181.250000 Penalty: 3674.433838
	Iteration 14Q: 3 clusters Score -3920181 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -3920631.500000 Penalty: 3674.433838
	Iteration 15Q: 3 clusters Score -3920632 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -3921004.500000 Penalty: 3674.433838
	Iteration 16Q: 3 clusters Score -3921004 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -3921277.750000 Penalty: 3674.433838
	Iteration 17Q: 3 clusters Score -3921278 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -3921506.750000 Penalty: 3674.433838
	Iteration 18Q: 3 clusters Score -3921507 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -3921672.750000 Penalty: 3674.433838
	Iteration 19Q: 3 clusters Score -3921673 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -3921790.750000 Penalty: 3674.433838
	Iteration 20F: 3 clusters Score -3921791 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -3921857.750000 Penalty: 3674.433838
	Iteration 21Q: 3 clusters Score -3921858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -3921901.750000 Penalty: 3674.433838
	Iteration 22Q: 3 clusters Score -3921902 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -3921946.250000 Penalty: 3674.433838
	Iteration 23Q: 3 clusters Score -3921946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -3921966.000000 Penalty: 3674.433838
	Iteration 24Q: 3 clusters Score -3921966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -3921992.750000 Penalty: 3674.433838
	Iteration 25Q: 3 clusters Score -3921993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -3921998.250000 Penalty: 3674.433838
	Iteration 26Q: 3 clusters Score -3921998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -3922025.750000 Penalty: 3674.433838
	Iteration 27Q: 3 clusters Score -3922026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -3922030.000000 Penalty: 3674.433838
	Iteration 28Q: 3 clusters Score -3922030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -3922044.500000 Penalty: 3674.433838
	Iteration 29Q: 3 clusters Score -3922044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -3922051.500000 Penalty: 3674.433838
	Iteration 30Q: 3 clusters Score -3922052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -3922046.000000 Penalty: 3674.433838
	Iteration 31Q: 3 clusters Score -3922046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -3922054.750000 Penalty: 3674.433838
	Iteration 32Q: 3 clusters Score -3922055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -3922052.750000 Penalty: 3674.433838
	Iteration 33Q: 3 clusters Score -3922053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -3922052.250000 Penalty: 3674.433838
	Iteration 34Q: 3 clusters Score -3922052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -3922048.250000 Penalty: 3674.433838
	Iteration 35Q: 3 clusters Score -3922048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -3922043.250000 Penalty: 3674.433838
	Iteration 36Q: 3 clusters Score -3922043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -3922049.250000 Penalty: 3674.433838
	Iteration 37Q: 3 clusters Score -3922049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -3922051.250000 Penalty: 3674.433838
	Iteration 38Q: 3 clusters Score -3922051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -3922052.500000 Penalty: 3674.433838
	Iteration 39Q: 3 clusters Score -3922052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -3922050.000000 Penalty: 3674.433838
	Iteration 40F: 3 clusters Score -3922050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -3922051.000000 Penalty: 3674.433838
	Iteration 41Q: 3 clusters Score -3922051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -3922049.750000 Penalty: 3674.433838
	Iteration 42Q: 3 clusters Score -3922050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -3922048.500000 Penalty: 3674.433838
	Iteration 43Q: 3 clusters Score -3922048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -3922048.500000 Penalty: 3674.433838
	Iteration 44F: 3 clusters Score -3922048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Entering Unmasked Estep 
Score: -356982.500000 Penalty: 1448.823242
	Iteration 0F: 2 clusters Score -356982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -351401.250000 Penalty: 2897.646484
	Iteration 0F: 3 clusters Score -351401.2 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -353053.406250 Penalty: 2897.646484
	Iteration 1F: 3 clusters Score -353053.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -353260.593750 Penalty: 2897.646484
	Iteration 2F: 3 clusters Score -353260.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -353447.343750 Penalty: 2897.646484
	Iteration 3F: 3 clusters Score -353447.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -353658.718750 Penalty: 2897.646484
	Iteration 4Q: 3 clusters Score -353658.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -353892.250000 Penalty: 2897.646484
	Iteration 5Q: 3 clusters Score -353892.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -354169.812500 Penalty: 2897.646484
	Iteration 6F: 3 clusters Score -354169.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -354437.312500 Penalty: 2897.646484
	Iteration 7F: 3 clusters Score -354437.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -354736.812500 Penalty: 2897.646484
	Iteration 8F: 3 clusters Score -354736.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -355044.500000 Penalty: 2897.646484
	Iteration 9Q: 3 clusters Score -355044.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -355351.687500 Penalty: 2897.646484
	Iteration 10Q: 3 clusters Score -355351.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -355584.250000 Penalty: 2897.646484
	Iteration 11Q: 3 clusters Score -355584.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -355706.312500 Penalty: 2897.646484
	Iteration 12Q: 3 clusters Score -355706.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -355771.437500 Penalty: 2897.646484
	Iteration 13Q: 3 clusters Score -355771.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -355815.750000 Penalty: 2897.646484
	Iteration 14Q: 3 clusters Score -355815.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -355844.031250 Penalty: 2897.646484
	Iteration 15Q: 3 clusters Score -355844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -355861.281250 Penalty: 2897.646484
	Iteration 16Q: 3 clusters Score -355861.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -355875.406250 Penalty: 2897.646484
	Iteration 17Q: 3 clusters Score -355875.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -355883.375000 Penalty: 2897.646484
	Iteration 18Q: 3 clusters Score -355883.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -355891.593750 Penalty: 2897.646484
	Iteration 19Q: 3 clusters Score -355891.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -355898.000000 Penalty: 2897.646484
	Iteration 20F: 3 clusters Score -355898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -355903.468750 Penalty: 2897.646484
	Iteration 21Q: 3 clusters Score -355903.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -355904.812500 Penalty: 2897.646484
	Iteration 22Q: 3 clusters Score -355904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -355906.781250 Penalty: 2897.646484
	Iteration 23Q: 3 clusters Score -355906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -355907.312500 Penalty: 2897.646484
	Iteration 24Q: 3 clusters Score -355907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -355906.906250 Penalty: 2897.646484
	Iteration 25Q: 3 clusters Score -355906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -355910.187500 Penalty: 2897.646484
	Iteration 26Q: 3 clusters Score -355910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -355911.593750 Penalty: 2897.646484
	Iteration 27Q: 3 clusters Score -355911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -355912.906250 Penalty: 2897.646484
	Iteration 28Q: 3 clusters Score -355912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -355912.906250 Penalty: 2897.646484
	Iteration 29Q: 3 clusters Score -355912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -355912.906250 Penalty: 2897.646484
	Iteration 30F: 3 clusters Score -355912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Entering Unmasked Estep 
Score: -696329.125000 Penalty: 1554.574951
	Iteration 0F: 2 clusters Score -696329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -686383.000000 Penalty: 3109.149902
	Iteration 0F: 3 clusters Score -686383 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -689842.687500 Penalty: 3109.149902
	Iteration 1F: 3 clusters Score -689842.7 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -690286.187500 Penalty: 3109.149902
	Iteration 2F: 3 clusters Score -690286.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -690758.437500 Penalty: 3109.149902
	Iteration 3F: 3 clusters Score -690758.4 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -691258.437500 Penalty: 3109.149902
	Iteration 4F: 3 clusters Score -691258.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -691759.250000 Penalty: 3109.149902
	Iteration 5F: 3 clusters Score -691759.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -692229.250000 Penalty: 3109.149902
	Iteration 6F: 3 clusters Score -692229.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -692707.312500 Penalty: 3109.149902
	Iteration 7Q: 3 clusters Score -692707.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -693160.062500 Penalty: 3109.149902
	Iteration 8Q: 3 clusters Score -693160.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -693615.937500 Penalty: 3109.149902
	Iteration 9Q: 3 clusters Score -693615.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -693942.437500 Penalty: 3109.149902
	Iteration 10Q: 3 clusters Score -693942.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -694138.500000 Penalty: 3109.149902
	Iteration 11Q: 3 clusters Score -694138.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -694296.000000 Penalty: 3109.149902
	Iteration 12Q: 3 clusters Score -694296 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -694426.312500 Penalty: 3109.149902
	Iteration 13Q: 3 clusters Score -694426.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -694552.500000 Penalty: 3109.149902
	Iteration 14Q: 3 clusters Score -694552.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -694666.437500 Penalty: 3109.149902
	Iteration 15Q: 3 clusters Score -694666.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -694768.937500 Penalty: 3109.149902
	Iteration 16Q: 3 clusters Score -694768.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -694838.187500 Penalty: 3109.149902
	Iteration 17Q: 3 clusters Score -694838.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -694900.625000 Penalty: 3109.149902
	Iteration 18Q: 3 clusters Score -694900.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -694951.125000 Penalty: 3109.149902
	Iteration 19Q: 3 clusters Score -694951.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -694986.312500 Penalty: 3109.149902
	Iteration 20F: 3 clusters Score -694986.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -695011.562500 Penalty: 3109.149902
	Iteration 21Q: 3 clusters Score -695011.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -695032.312500 Penalty: 3109.149902
	Iteration 22Q: 3 clusters Score -695032.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -695041.750000 Penalty: 3109.149902
	Iteration 23Q: 3 clusters Score -695041.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -695048.000000 Penalty: 3109.149902
	Iteration 24Q: 3 clusters Score -695048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -695050.937500 Penalty: 3109.149902
	Iteration 25Q: 3 clusters Score -695050.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -695054.125000 Penalty: 3109.149902
	Iteration 26Q: 3 clusters Score -695054.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -695059.187500 Penalty: 3109.149902
	Iteration 27Q: 3 clusters Score -695059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -695064.187500 Penalty: 3109.149902
	Iteration 28Q: 3 clusters Score -695064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -695069.062500 Penalty: 3109.149902
	Iteration 29Q: 3 clusters Score -695069.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -695070.937500 Penalty: 3109.149902
	Iteration 30Q: 3 clusters Score -695070.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -695074.125000 Penalty: 3109.149902
	Iteration 31Q: 3 clusters Score -695074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -695077.875000 Penalty: 3109.149902
	Iteration 32Q: 3 clusters Score -695077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -695081.875000 Penalty: 3109.149902
	Iteration 33Q: 3 clusters Score -695081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -695084.062500 Penalty: 3109.149902
	Iteration 34Q: 3 clusters Score -695084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -695085.562500 Penalty: 3109.149902
	Iteration 35Q: 3 clusters Score -695085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -695086.250000 Penalty: 3109.149902
	Iteration 36Q: 3 clusters Score -695086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -695087.687500 Penalty: 3109.149902
	Iteration 37Q: 3 clusters Score -695087.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -695091.500000 Penalty: 3109.149902
	Iteration 38Q: 3 clusters Score -695091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -695095.375000 Penalty: 3109.149902
	Iteration 39Q: 3 clusters Score -695095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -695096.562500 Penalty: 3109.149902
	Iteration 40F: 3 clusters Score -695096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -695098.312500 Penalty: 3109.149902
	Iteration 41Q: 3 clusters Score -695098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -695101.125000 Penalty: 3109.149902
	Iteration 42Q: 3 clusters Score -695101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -695101.187500 Penalty: 3109.149902
	Iteration 43Q: 3 clusters Score -695101.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -695102.312500 Penalty: 3109.149902
	Iteration 44Q: 3 clusters Score -695102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -695107.062500 Penalty: 3109.149902
	Iteration 45Q: 3 clusters Score -695107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -695108.750000 Penalty: 3109.149902
	Iteration 46Q: 3 clusters Score -695108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -695111.187500 Penalty: 3109.149902
	Iteration 47Q: 3 clusters Score -695111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -695114.812500 Penalty: 3109.149902
	Iteration 48Q: 3 clusters Score -695114.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -695121.062500 Penalty: 3109.149902
	Iteration 49Q: 3 clusters Score -695121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -695122.875000 Penalty: 3109.149902
	Iteration 50Q: 3 clusters Score -695122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -695126.750000 Penalty: 3109.149902
	Iteration 51Q: 3 clusters Score -695126.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -695130.375000 Penalty: 3109.149902
	Iteration 52Q: 3 clusters Score -695130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -695131.375000 Penalty: 3109.149902
	Iteration 53Q: 3 clusters Score -695131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -695132.625000 Penalty: 3109.149902
	Iteration 54Q: 3 clusters Score -695132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -695133.187500 Penalty: 3109.149902
	Iteration 55Q: 3 clusters Score -695133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -695133.500000 Penalty: 3109.149902
	Iteration 56Q: 3 clusters Score -695133.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -695134.625000 Penalty: 3109.149902
	Iteration 57Q: 3 clusters Score -695134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -695137.062500 Penalty: 3109.149902
	Iteration 58Q: 3 clusters Score -695137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -695137.187500 Penalty: 3109.149902
	Iteration 59Q: 3 clusters Score -695137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -695138.062500 Penalty: 3109.149902
	Iteration 60F: 3 clusters Score -695138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -267362.906250 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -267362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -263026.000000 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -263026 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -264223.937500 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -264223.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -264404.687500 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -264404.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -264532.875000 Penalty: 2800.890381
	Iteration 3F: 3 clusters Score -264532.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -264644.843750 Penalty: 2800.890381
	Iteration 4Q: 3 clusters Score -264644.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -264768.000000 Penalty: 2800.890381
	Iteration 5Q: 3 clusters Score -264768 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -264883.031250 Penalty: 2800.890381
	Iteration 6Q: 3 clusters Score -264883 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -265013.218750 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -265013.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -265156.062500 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -265156.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -265299.406250 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -265299.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -265418.968750 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -265419 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -265521.656250 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -265521.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -265607.250000 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -265607.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -265684.375000 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -265684.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -265747.625000 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -265747.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -265791.625000 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -265791.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -265822.687500 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -265822.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -265857.281250 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -265857.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265887.531250 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -265887.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -265901.406250 Penalty: 2800.890381
	Iteration 19Q: 3 clusters Score -265901.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -265919.312500 Penalty: 2800.890381
	Iteration 20F: 3 clusters Score -265919.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -265934.656250 Penalty: 2800.890381
	Iteration 21Q: 3 clusters Score -265934.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -265946.625000 Penalty: 2800.890381
	Iteration 22Q: 3 clusters Score -265946.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -265959.593750 Penalty: 2800.890381
	Iteration 23Q: 3 clusters Score -265959.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -265969.187500 Penalty: 2800.890381
	Iteration 24Q: 3 clusters Score -265969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -265975.250000 Penalty: 2800.890381
	Iteration 25Q: 3 clusters Score -265975.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -265982.812500 Penalty: 2800.890381
	Iteration 26Q: 3 clusters Score -265982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -265991.187500 Penalty: 2800.890381
	Iteration 27Q: 3 clusters Score -265991.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -265999.593750 Penalty: 2800.890381
	Iteration 28Q: 3 clusters Score -265999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -266004.718750 Penalty: 2800.890381
	Iteration 29Q: 3 clusters Score -266004.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -266010.312500 Penalty: 2800.890381
	Iteration 30Q: 3 clusters Score -266010.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -266012.937500 Penalty: 2800.890381
	Iteration 31Q: 3 clusters Score -266012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -266015.718750 Penalty: 2800.890381
	Iteration 32Q: 3 clusters Score -266015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -266018.562500 Penalty: 2800.890381
	Iteration 33Q: 3 clusters Score -266018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -266023.437500 Penalty: 2800.890381
	Iteration 34Q: 3 clusters Score -266023.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -266026.312500 Penalty: 2800.890381
	Iteration 35Q: 3 clusters Score -266026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -266029.968750 Penalty: 2800.890381
	Iteration 36Q: 3 clusters Score -266030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266039.812500 Penalty: 2800.890381
	Iteration 37Q: 3 clusters Score -266039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -266047.187500 Penalty: 2800.890381
	Iteration 38Q: 3 clusters Score -266047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -266052.812500 Penalty: 2800.890381
	Iteration 39Q: 3 clusters Score -266052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -266057.937500 Penalty: 2800.890381
	Iteration 40F: 3 clusters Score -266057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -266061.843750 Penalty: 2800.890381
	Iteration 41Q: 3 clusters Score -266061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -266063.468750 Penalty: 2800.890381
	Iteration 42Q: 3 clusters Score -266063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -266067.562500 Penalty: 2800.890381
	Iteration 43Q: 3 clusters Score -266067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -266070.156250 Penalty: 2800.890381
	Iteration 44Q: 3 clusters Score -266070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -266072.062500 Penalty: 2800.890381
	Iteration 45Q: 3 clusters Score -266072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -266072.562500 Penalty: 2800.890381
	Iteration 46Q: 3 clusters Score -266072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -266072.937500 Penalty: 2800.890381
	Iteration 47Q: 3 clusters Score -266072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -266072.562500 Penalty: 2800.890381
	Iteration 48Q: 3 clusters Score -266072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -266072.562500 Penalty: 2800.890381
	Iteration 49F: 3 clusters Score -266072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -124966.546875 Penalty: 1276.147583
	Iteration 0F: 2 clusters Score -124966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -122465.398438 Penalty: 2552.295166
	Iteration 0F: 3 clusters Score -122465.4 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -123022.789062 Penalty: 2552.295166
	Iteration 1F: 3 clusters Score -123022.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -123181.523438 Penalty: 2552.295166
	Iteration 2F: 3 clusters Score -123181.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -123284.179688 Penalty: 2552.295166
	Iteration 3F: 3 clusters Score -123284.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -123363.226562 Penalty: 2552.295166
	Iteration 4Q: 3 clusters Score -123363.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -123427.750000 Penalty: 2552.295166
	Iteration 5Q: 3 clusters Score -123427.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -123485.812500 Penalty: 2552.295166
	Iteration 6Q: 3 clusters Score -123485.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -123545.093750 Penalty: 2552.295166
	Iteration 7Q: 3 clusters Score -123545.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -123601.421875 Penalty: 2552.295166
	Iteration 8Q: 3 clusters Score -123601.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -123656.500000 Penalty: 2552.295166
	Iteration 9Q: 3 clusters Score -123656.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -123705.132812 Penalty: 2552.295166
	Iteration 10Q: 3 clusters Score -123705.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123754.750000 Penalty: 2552.295166
	Iteration 11Q: 3 clusters Score -123754.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -123791.890625 Penalty: 2552.295166
	Iteration 12Q: 3 clusters Score -123791.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -123827.765625 Penalty: 2552.295166
	Iteration 13Q: 3 clusters Score -123827.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -123853.859375 Penalty: 2552.295166
	Iteration 14Q: 3 clusters Score -123853.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -123875.710938 Penalty: 2552.295166
	Iteration 15Q: 3 clusters Score -123875.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -123893.039062 Penalty: 2552.295166
	Iteration 16Q: 3 clusters Score -123893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -123909.304688 Penalty: 2552.295166
	Iteration 17Q: 3 clusters Score -123909.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -123932.257812 Penalty: 2552.295166
	Iteration 18Q: 3 clusters Score -123932.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123949.679688 Penalty: 2552.295166
	Iteration 19Q: 3 clusters Score -123949.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -123966.351562 Penalty: 2552.295166
	Iteration 20F: 3 clusters Score -123966.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -123974.515625 Penalty: 2552.295166
	Iteration 21Q: 3 clusters Score -123974.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -123981.687500 Penalty: 2552.295166
	Iteration 22Q: 3 clusters Score -123981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -123987.640625 Penalty: 2552.295166
	Iteration 23Q: 3 clusters Score -123987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123992.546875 Penalty: 2552.295166
	Iteration 24Q: 3 clusters Score -123992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123995.273438 Penalty: 2552.295166
	Iteration 25Q: 3 clusters Score -123995.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -123997.859375 Penalty: 2552.295166
	Iteration 26Q: 3 clusters Score -123997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124000.617188 Penalty: 2552.295166
	Iteration 27Q: 3 clusters Score -124000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -124001.585938 Penalty: 2552.295166
	Iteration 28Q: 3 clusters Score -124001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -124003.140625 Penalty: 2552.295166
	Iteration 29Q: 3 clusters Score -124003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -124006.531250 Penalty: 2552.295166
	Iteration 30Q: 3 clusters Score -124006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124008.578125 Penalty: 2552.295166
	Iteration 31Q: 3 clusters Score -124008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124010.195312 Penalty: 2552.295166
	Iteration 32Q: 3 clusters Score -124010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124010.195312 Penalty: 2552.295166
	Iteration 33F: 3 clusters Score -124010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -132954.906250 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -132954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -130422.007812 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -130422 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -130972.726562 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -130972.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -131082.109375 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -131082.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -131150.484375 Penalty: 2574.970459
	Iteration 3Q: 3 clusters Score -131150.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -131198.312500 Penalty: 2574.970459
	Iteration 4Q: 3 clusters Score -131198.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -131228.031250 Penalty: 2574.970459
	Iteration 5Q: 3 clusters Score -131228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -131249.562500 Penalty: 2574.970459
	Iteration 6Q: 3 clusters Score -131249.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -131267.062500 Penalty: 2574.970459
	Iteration 7Q: 3 clusters Score -131267.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -131281.453125 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -131281.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -131292.171875 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -131292.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -131301.843750 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -131301.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -131310.453125 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -131310.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -131317.671875 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -131317.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -131325.421875 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -131325.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -131337.312500 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -131337.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -131350.000000 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -131350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -131365.187500 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -131365.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -131380.781250 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -131380.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -131393.093750 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -131393.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -131405.421875 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -131405.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -131417.843750 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -131417.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -131428.359375 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -131428.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -131445.343750 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -131445.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -131457.500000 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -131457.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -131469.921875 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -131469.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -131484.015625 Penalty: 2574.970459
	Iteration 25Q: 3 clusters Score -131484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -131501.031250 Penalty: 2574.970459
	Iteration 26Q: 3 clusters Score -131501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -131515.671875 Penalty: 2574.970459
	Iteration 27Q: 3 clusters Score -131515.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -131532.046875 Penalty: 2574.970459
	Iteration 28Q: 3 clusters Score -131532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -131553.000000 Penalty: 2574.970459
	Iteration 29Q: 3 clusters Score -131553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -131577.265625 Penalty: 2574.970459
	Iteration 30Q: 3 clusters Score -131577.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -131593.265625 Penalty: 2574.970459
	Iteration 31Q: 3 clusters Score -131593.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -131616.578125 Penalty: 2574.970459
	Iteration 32Q: 3 clusters Score -131616.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -131636.296875 Penalty: 2574.970459
	Iteration 33Q: 3 clusters Score -131636.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -131651.968750 Penalty: 2574.970459
	Iteration 34Q: 3 clusters Score -131652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -131665.500000 Penalty: 2574.970459
	Iteration 35Q: 3 clusters Score -131665.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -131672.609375 Penalty: 2574.970459
	Iteration 36Q: 3 clusters Score -131672.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -131682.015625 Penalty: 2574.970459
	Iteration 37Q: 3 clusters Score -131682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -131697.296875 Penalty: 2574.970459
	Iteration 38Q: 3 clusters Score -131697.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -131710.328125 Penalty: 2574.970459
	Iteration 39Q: 3 clusters Score -131710.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -131724.203125 Penalty: 2574.970459
	Iteration 40F: 3 clusters Score -131724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -131738.968750 Penalty: 2574.970459
	Iteration 41Q: 3 clusters Score -131739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -131749.125000 Penalty: 2574.970459
	Iteration 42Q: 3 clusters Score -131749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -131758.171875 Penalty: 2574.970459
	Iteration 43Q: 3 clusters Score -131758.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -131770.078125 Penalty: 2574.970459
	Iteration 44Q: 3 clusters Score -131770.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -131780.546875 Penalty: 2574.970459
	Iteration 45Q: 3 clusters Score -131780.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -131791.765625 Penalty: 2574.970459
	Iteration 46Q: 3 clusters Score -131791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -131802.203125 Penalty: 2574.970459
	Iteration 47Q: 3 clusters Score -131802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -131810.796875 Penalty: 2574.970459
	Iteration 48Q: 3 clusters Score -131810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -131815.328125 Penalty: 2574.970459
	Iteration 49Q: 3 clusters Score -131815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -131821.906250 Penalty: 2574.970459
	Iteration 50Q: 3 clusters Score -131821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -131826.546875 Penalty: 2574.970459
	Iteration 51Q: 3 clusters Score -131826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -131830.703125 Penalty: 2574.970459
	Iteration 52Q: 3 clusters Score -131830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -131839.093750 Penalty: 2574.970459
	Iteration 53Q: 3 clusters Score -131839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -131839.968750 Penalty: 2574.970459
	Iteration 54Q: 3 clusters Score -131840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -131840.171875 Penalty: 2574.970459
	Iteration 55Q: 3 clusters Score -131840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -131840.171875 Penalty: 2574.970459
	Iteration 56F: 3 clusters Score -131840.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -218976.593750 Penalty: 1364.448486
	Iteration 0F: 2 clusters Score -218976.6 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 2209 members 
Entering Unmasked Estep 
Score: -215362.640625 Penalty: 2728.896973
	Iteration 0F: 3 clusters Score -215362.6 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -216293.281250 Penalty: 2728.896973
	Iteration 1F: 3 clusters Score -216293.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -216456.062500 Penalty: 2728.896973
	Iteration 2F: 3 clusters Score -216456.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -216551.812500 Penalty: 2728.896973
	Iteration 3Q: 3 clusters Score -216551.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -216613.093750 Penalty: 2728.896973
	Iteration 4Q: 3 clusters Score -216613.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -216656.093750 Penalty: 2728.896973
	Iteration 5Q: 3 clusters Score -216656.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -216696.062500 Penalty: 2728.896973
	Iteration 6Q: 3 clusters Score -216696.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -216733.296875 Penalty: 2728.896973
	Iteration 7Q: 3 clusters Score -216733.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -216763.609375 Penalty: 2728.896973
	Iteration 8Q: 3 clusters Score -216763.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -216785.109375 Penalty: 2728.896973
	Iteration 9Q: 3 clusters Score -216785.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -216802.281250 Penalty: 2728.896973
	Iteration 10Q: 3 clusters Score -216802.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -216816.828125 Penalty: 2728.896973
	Iteration 11Q: 3 clusters Score -216816.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -216828.312500 Penalty: 2728.896973
	Iteration 12Q: 3 clusters Score -216828.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -216838.000000 Penalty: 2728.896973
	Iteration 13Q: 3 clusters Score -216838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -216845.765625 Penalty: 2728.896973
	Iteration 14Q: 3 clusters Score -216845.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -216856.343750 Penalty: 2728.896973
	Iteration 15Q: 3 clusters Score -216856.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -216866.875000 Penalty: 2728.896973
	Iteration 16Q: 3 clusters Score -216866.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -216881.781250 Penalty: 2728.896973
	Iteration 17Q: 3 clusters Score -216881.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -216898.546875 Penalty: 2728.896973
	Iteration 18Q: 3 clusters Score -216898.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -216919.468750 Penalty: 2728.896973
	Iteration 19Q: 3 clusters Score -216919.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -216942.000000 Penalty: 2728.896973
	Iteration 20F: 3 clusters Score -216942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -216964.953125 Penalty: 2728.896973
	Iteration 21Q: 3 clusters Score -216965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -216988.140625 Penalty: 2728.896973
	Iteration 22Q: 3 clusters Score -216988.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -217016.796875 Penalty: 2728.896973
	Iteration 23Q: 3 clusters Score -217016.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -217043.265625 Penalty: 2728.896973
	Iteration 24Q: 3 clusters Score -217043.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -217066.593750 Penalty: 2728.896973
	Iteration 25Q: 3 clusters Score -217066.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -217091.015625 Penalty: 2728.896973
	Iteration 26Q: 3 clusters Score -217091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -217118.109375 Penalty: 2728.896973
	Iteration 27Q: 3 clusters Score -217118.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -217153.421875 Penalty: 2728.896973
	Iteration 28Q: 3 clusters Score -217153.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217193.468750 Penalty: 2728.896973
	Iteration 29Q: 3 clusters Score -217193.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217238.750000 Penalty: 2728.896973
	Iteration 30Q: 3 clusters Score -217238.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217292.203125 Penalty: 2728.896973
	Iteration 31Q: 3 clusters Score -217292.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -217349.109375 Penalty: 2728.896973
	Iteration 32Q: 3 clusters Score -217349.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217400.593750 Penalty: 2728.896973
	Iteration 33Q: 3 clusters Score -217400.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -217444.187500 Penalty: 2728.896973
	Iteration 34Q: 3 clusters Score -217444.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -217485.796875 Penalty: 2728.896973
	Iteration 35Q: 3 clusters Score -217485.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -217525.890625 Penalty: 2728.896973
	Iteration 36Q: 3 clusters Score -217525.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217572.609375 Penalty: 2728.896973
	Iteration 37Q: 3 clusters Score -217572.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -217601.593750 Penalty: 2728.896973
	Iteration 38Q: 3 clusters Score -217601.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -217628.484375 Penalty: 2728.896973
	Iteration 39Q: 3 clusters Score -217628.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -217647.578125 Penalty: 2728.896973
	Iteration 40F: 3 clusters Score -217647.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -217662.968750 Penalty: 2728.896973
	Iteration 41Q: 3 clusters Score -217663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -217676.906250 Penalty: 2728.896973
	Iteration 42Q: 3 clusters Score -217676.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -217690.421875 Penalty: 2728.896973
	Iteration 43Q: 3 clusters Score -217690.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -217701.250000 Penalty: 2728.896973
	Iteration 44Q: 3 clusters Score -217701.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -217712.171875 Penalty: 2728.896973
	Iteration 45Q: 3 clusters Score -217712.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -217721.062500 Penalty: 2728.896973
	Iteration 46Q: 3 clusters Score -217721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -217724.984375 Penalty: 2728.896973
	Iteration 47Q: 3 clusters Score -217725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -217728.687500 Penalty: 2728.896973
	Iteration 48Q: 3 clusters Score -217728.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -217733.671875 Penalty: 2728.896973
	Iteration 49Q: 3 clusters Score -217733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -217736.546875 Penalty: 2728.896973
	Iteration 50Q: 3 clusters Score -217736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -217738.734375 Penalty: 2728.896973
	Iteration 51Q: 3 clusters Score -217738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -217738.734375 Penalty: 2728.896973
	Iteration 52F: 3 clusters Score -217738.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -128133.445312 Penalty: 1279.150024
	Iteration 0F: 2 clusters Score -128133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -125609.859375 Penalty: 2558.300049
	Iteration 0F: 3 clusters Score -125609.9 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -126190.726562 Penalty: 2558.300049
	Iteration 1F: 3 clusters Score -126190.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -126323.953125 Penalty: 2558.300049
	Iteration 2F: 3 clusters Score -126324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -126424.148438 Penalty: 2558.300049
	Iteration 3F: 3 clusters Score -126424.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -126499.726562 Penalty: 2558.300049
	Iteration 4Q: 3 clusters Score -126499.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -126553.023438 Penalty: 2558.300049
	Iteration 5Q: 3 clusters Score -126553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -126593.578125 Penalty: 2558.300049
	Iteration 6Q: 3 clusters Score -126593.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -126630.953125 Penalty: 2558.300049
	Iteration 7Q: 3 clusters Score -126631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -126656.500000 Penalty: 2558.300049
	Iteration 8Q: 3 clusters Score -126656.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -126682.585938 Penalty: 2558.300049
	Iteration 9Q: 3 clusters Score -126682.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -126714.625000 Penalty: 2558.300049
	Iteration 10Q: 3 clusters Score -126714.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -126760.492188 Penalty: 2558.300049
	Iteration 11Q: 3 clusters Score -126760.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -126806.679688 Penalty: 2558.300049
	Iteration 12Q: 3 clusters Score -126806.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -126839.039062 Penalty: 2558.300049
	Iteration 13Q: 3 clusters Score -126839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -126871.632812 Penalty: 2558.300049
	Iteration 14Q: 3 clusters Score -126871.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -126906.812500 Penalty: 2558.300049
	Iteration 15Q: 3 clusters Score -126906.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -126943.187500 Penalty: 2558.300049
	Iteration 16Q: 3 clusters Score -126943.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -126989.562500 Penalty: 2558.300049
	Iteration 17Q: 3 clusters Score -126989.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -127024.757812 Penalty: 2558.300049
	Iteration 18Q: 3 clusters Score -127024.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -127050.906250 Penalty: 2558.300049
	Iteration 19Q: 3 clusters Score -127050.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -127086.390625 Penalty: 2558.300049
	Iteration 20F: 3 clusters Score -127086.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -127130.648438 Penalty: 2558.300049
	Iteration 21Q: 3 clusters Score -127130.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -127171.906250 Penalty: 2558.300049
	Iteration 22Q: 3 clusters Score -127171.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -127198.625000 Penalty: 2558.300049
	Iteration 23Q: 3 clusters Score -127198.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -127224.460938 Penalty: 2558.300049
	Iteration 24Q: 3 clusters Score -127224.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -127239.546875 Penalty: 2558.300049
	Iteration 25Q: 3 clusters Score -127239.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -127253.882812 Penalty: 2558.300049
	Iteration 26Q: 3 clusters Score -127253.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -127262.250000 Penalty: 2558.300049
	Iteration 27Q: 3 clusters Score -127262.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -127270.039062 Penalty: 2558.300049
	Iteration 28Q: 3 clusters Score -127270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -127277.148438 Penalty: 2558.300049
	Iteration 29Q: 3 clusters Score -127277.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -127282.757812 Penalty: 2558.300049
	Iteration 30Q: 3 clusters Score -127282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -127286.210938 Penalty: 2558.300049
	Iteration 31Q: 3 clusters Score -127286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -127287.304688 Penalty: 2558.300049
	Iteration 32Q: 3 clusters Score -127287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -127287.945312 Penalty: 2558.300049
	Iteration 33Q: 3 clusters Score -127287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -127290.101562 Penalty: 2558.300049
	Iteration 34Q: 3 clusters Score -127290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -127291.554688 Penalty: 2558.300049
	Iteration 35Q: 3 clusters Score -127291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -127294.625000 Penalty: 2558.300049
	Iteration 36Q: 3 clusters Score -127294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -127296.898438 Penalty: 2558.300049
	Iteration 37Q: 3 clusters Score -127296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -127298.726562 Penalty: 2558.300049
	Iteration 38Q: 3 clusters Score -127298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -127301.609375 Penalty: 2558.300049
	Iteration 39Q: 3 clusters Score -127301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -127306.460938 Penalty: 2558.300049
	Iteration 40F: 3 clusters Score -127306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -127310.265625 Penalty: 2558.300049
	Iteration 41Q: 3 clusters Score -127310.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -127311.906250 Penalty: 2558.300049
	Iteration 42Q: 3 clusters Score -127311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -127313.359375 Penalty: 2558.300049
	Iteration 43Q: 3 clusters Score -127313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -127316.078125 Penalty: 2558.300049
	Iteration 44Q: 3 clusters Score -127316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -127318.617188 Penalty: 2558.300049
	Iteration 45Q: 3 clusters Score -127318.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -127322.187500 Penalty: 2558.300049
	Iteration 46Q: 3 clusters Score -127322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -127324.679688 Penalty: 2558.300049
	Iteration 47Q: 3 clusters Score -127324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -127326.601562 Penalty: 2558.300049
	Iteration 48Q: 3 clusters Score -127326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -127327.671875 Penalty: 2558.300049
	Iteration 49Q: 3 clusters Score -127327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -127329.054688 Penalty: 2558.300049
	Iteration 50Q: 3 clusters Score -127329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -127330.234375 Penalty: 2558.300049
	Iteration 51Q: 3 clusters Score -127330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -127332.515625 Penalty: 2558.300049
	Iteration 52Q: 3 clusters Score -127332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -127333.132812 Penalty: 2558.300049
	Iteration 53Q: 3 clusters Score -127333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -127333.132812 Penalty: 2558.300049
	Iteration 54F: 3 clusters Score -127333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Entering Unmasked Estep 
Score: -511821.687500 Penalty: 1502.631226
	Iteration 0F: 2 clusters Score -511821.7 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 5188 members 
Entering Unmasked Estep 
Score: -504348.437500 Penalty: 3005.262451
	Iteration 0F: 3 clusters Score -504348.4 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -506884.843750 Penalty: 3005.262451
	Iteration 1F: 3 clusters Score -506884.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -507114.531250 Penalty: 3005.262451
	Iteration 2F: 3 clusters Score -507114.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -507309.093750 Penalty: 3005.262451
	Iteration 3Q: 3 clusters Score -507309.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -507485.406250 Penalty: 3005.262451
	Iteration 4Q: 3 clusters Score -507485.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -507646.375000 Penalty: 3005.262451
	Iteration 5Q: 3 clusters Score -507646.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -507814.000000 Penalty: 3005.262451
	Iteration 6Q: 3 clusters Score -507814 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -508005.281250 Penalty: 3005.262451
	Iteration 7Q: 3 clusters Score -508005.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -508228.062500 Penalty: 3005.262451
	Iteration 8Q: 3 clusters Score -508228.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -508511.156250 Penalty: 3005.262451
	Iteration 9Q: 3 clusters Score -508511.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -508867.562500 Penalty: 3005.262451
	Iteration 10Q: 3 clusters Score -508867.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -509217.187500 Penalty: 3005.262451
	Iteration 11Q: 3 clusters Score -509217.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -509485.625000 Penalty: 3005.262451
	Iteration 12Q: 3 clusters Score -509485.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -509627.625000 Penalty: 3005.262451
	Iteration 13Q: 3 clusters Score -509627.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -509712.437500 Penalty: 3005.262451
	Iteration 14Q: 3 clusters Score -509712.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -509765.187500 Penalty: 3005.262451
	Iteration 15Q: 3 clusters Score -509765.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -509810.312500 Penalty: 3005.262451
	Iteration 16Q: 3 clusters Score -509810.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -509848.843750 Penalty: 3005.262451
	Iteration 17Q: 3 clusters Score -509848.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -509886.906250 Penalty: 3005.262451
	Iteration 18Q: 3 clusters Score -509886.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -509917.218750 Penalty: 3005.262451
	Iteration 19Q: 3 clusters Score -509917.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -509938.875000 Penalty: 3005.262451
	Iteration 20F: 3 clusters Score -509938.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -509957.750000 Penalty: 3005.262451
	Iteration 21Q: 3 clusters Score -509957.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -509971.218750 Penalty: 3005.262451
	Iteration 22Q: 3 clusters Score -509971.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -509985.562500 Penalty: 3005.262451
	Iteration 23Q: 3 clusters Score -509985.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -510000.812500 Penalty: 3005.262451
	Iteration 24Q: 3 clusters Score -510000.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -510011.906250 Penalty: 3005.262451
	Iteration 25Q: 3 clusters Score -510011.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -510022.000000 Penalty: 3005.262451
	Iteration 26Q: 3 clusters Score -510022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -510036.968750 Penalty: 3005.262451
	Iteration 27Q: 3 clusters Score -510037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -510051.500000 Penalty: 3005.262451
	Iteration 28Q: 3 clusters Score -510051.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -510060.562500 Penalty: 3005.262451
	Iteration 29Q: 3 clusters Score -510060.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -510068.343750 Penalty: 3005.262451
	Iteration 30Q: 3 clusters Score -510068.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -510076.156250 Penalty: 3005.262451
	Iteration 31Q: 3 clusters Score -510076.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -510082.343750 Penalty: 3005.262451
	Iteration 32Q: 3 clusters Score -510082.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -510089.937500 Penalty: 3005.262451
	Iteration 33Q: 3 clusters Score -510089.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -510094.656250 Penalty: 3005.262451
	Iteration 34Q: 3 clusters Score -510094.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -510100.000000 Penalty: 3005.262451
	Iteration 35Q: 3 clusters Score -510100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -510103.375000 Penalty: 3005.262451
	Iteration 36Q: 3 clusters Score -510103.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -510108.125000 Penalty: 3005.262451
	Iteration 37Q: 3 clusters Score -510108.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -510115.812500 Penalty: 3005.262451
	Iteration 38Q: 3 clusters Score -510115.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -510124.843750 Penalty: 3005.262451
	Iteration 39Q: 3 clusters Score -510124.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -510129.437500 Penalty: 3005.262451
	Iteration 40F: 3 clusters Score -510129.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -510137.281250 Penalty: 3005.262451
	Iteration 41Q: 3 clusters Score -510137.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -510140.531250 Penalty: 3005.262451
	Iteration 42Q: 3 clusters Score -510140.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -510143.000000 Penalty: 3005.262451
	Iteration 43Q: 3 clusters Score -510143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -510144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -510147.812500 Penalty: 3005.262451
	Iteration 45Q: 3 clusters Score -510147.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -510148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -510150.031250 Penalty: 3005.262451
	Iteration 47Q: 3 clusters Score -510150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -510150.875000 Penalty: 3005.262451
	Iteration 48Q: 3 clusters Score -510150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -510150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -510150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -510151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -510151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -510151.718750 Penalty: 3005.262451
	Iteration 53Q: 3 clusters Score -510151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -510152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -510153.437500 Penalty: 3005.262451
	Iteration 55Q: 3 clusters Score -510153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -510154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -510154.718750 Penalty: 3005.262451
	Iteration 57Q: 3 clusters Score -510154.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -510155.312500 Penalty: 3005.262451
	Iteration 58Q: 3 clusters Score -510155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -510155.343750 Penalty: 3005.262451
	Iteration 59Q: 3 clusters Score -510155.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -510156.343750 Penalty: 3005.262451
	Iteration 60F: 3 clusters Score -510156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -510155.781250 Penalty: 3005.262451
	Iteration 61Q: 3 clusters Score -510155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -510156.656250 Penalty: 3005.262451
	Iteration 62Q: 3 clusters Score -510156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -510156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -510157.281250 Penalty: 3005.262451
	Iteration 64Q: 3 clusters Score -510157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -510157.343750 Penalty: 3005.262451
	Iteration 65Q: 3 clusters Score -510157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -510157.343750 Penalty: 3005.262451
	Iteration 66F: 3 clusters Score -510157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 226801 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 8 contains 341351 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 57306 members 
Mstep: Class 11 contains 5216 members 
Mstep: Class 12 contains 20711 members 
Mstep: Class 15 contains 81304 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 18 contains 14280 members 
Mstep: Class 19 contains 5531 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2760 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 10373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497100.000000 Penalty: 39783.414062
Iteration 79Q: 19 clusters Score -3.74971e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 228098 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 8 contains 340160 members 
Mstep: Class 9 contains 4024 members 
Mstep: Class 10 contains 57231 members 
Mstep: Class 11 contains 5250 members 
Mstep: Class 12 contains 20748 members 
Mstep: Class 15 contains 81264 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 5568 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2770 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497300.000000 Penalty: 39783.414062
Iteration 80F: 19 clusters Score -3.74973e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 229482 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 8 contains 338905 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 57127 members 
Mstep: Class 11 contains 5283 members 
Mstep: Class 12 contains 20783 members 
Mstep: Class 15 contains 81235 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 18 contains 14260 members 
Mstep: Class 19 contains 5615 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 2776 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497512.000000 Penalty: 39783.414062
Iteration 81Q: 19 clusters Score -3.749751e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 230918 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 8 contains 337582 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 10 contains 57023 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 20829 members 
Mstep: Class 15 contains 81200 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 18 contains 14229 members 
Mstep: Class 19 contains 5667 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497664.000000 Penalty: 39783.414062
Iteration 82Q: 19 clusters Score -3.749766e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 232396 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 8 contains 336218 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 56920 members 
Mstep: Class 11 contains 5357 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 15 contains 81162 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 19 clusters Score -3.749781e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 233865 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 8 contains 334843 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 56847 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 20913 members 
Mstep: Class 15 contains 81138 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 18 contains 14173 members 
Mstep: Class 19 contains 5740 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 10415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497804.000000 Penalty: 39783.414062
Iteration 84Q: 19 clusters Score -3.74978e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8320 members 
Mstep: Class 3 contains 235337 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 8 contains 333502 members 
Mstep: Class 9 contains 3777 members 
Mstep: Class 10 contains 56743 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 20963 members 
Mstep: Class 15 contains 81114 members 
Mstep: Class 16 contains 7572 members 
Mstep: Class 18 contains 14125 members 
Mstep: Class 19 contains 5765 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 10421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497764.000000 Penalty: 39783.414062
Iteration 85Q: 19 clusters Score -3.749776e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 236851 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 332127 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 56655 members 
Mstep: Class 11 contains 5454 members 
Mstep: Class 12 contains 21006 members 
Mstep: Class 15 contains 81093 members 
Mstep: Class 16 contains 7596 members 
Mstep: Class 18 contains 14085 members 
Mstep: Class 19 contains 5783 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 2821 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 10444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497876.000000 Penalty: 39783.414062
Iteration 86Q: 19 clusters Score -3.749788e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 238338 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 8 contains 330759 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 56582 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 12 contains 21068 members 
Mstep: Class 15 contains 81081 members 
Mstep: Class 16 contains 7620 members 
Mstep: Class 18 contains 14064 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 2832 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 10447 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 19 clusters Score -3.749775e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 239806 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 8 contains 329402 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 56504 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 21133 members 
Mstep: Class 15 contains 81059 members 
Mstep: Class 16 contains 7652 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 5827 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 10450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37497848.000000 Penalty: 39783.414062
Iteration 88Q: 19 clusters Score -3.749785e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 241272 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 8 contains 328011 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 56423 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 12 contains 21195 members 
Mstep: Class 15 contains 81051 members 
Mstep: Class 16 contains 7681 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 5863 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 19 clusters Score -3.74981e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 242749 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 8 contains 326592 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 56375 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 21245 members 
Mstep: Class 15 contains 81040 members 
Mstep: Class 16 contains 7699 members 
Mstep: Class 18 contains 13981 members 
Mstep: Class 19 contains 5899 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 4374 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 10486 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 19 clusters Score -3.749816e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 244250 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 8 contains 325119 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 56324 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 21289 members 
Mstep: Class 15 contains 81046 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 18 contains 13948 members 
Mstep: Class 19 contains 5942 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 2869 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37498168.000000 Penalty: 39783.414062
Iteration 91Q: 19 clusters Score -3.749817e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 245840 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 8 contains 323598 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 56252 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 12 contains 21336 members 
Mstep: Class 15 contains 81018 members 
Mstep: Class 16 contains 7729 members 
Mstep: Class 18 contains 13925 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 10516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 19 clusters Score -3.74984e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 247365 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 8 contains 322131 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 56202 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 7761 members 
Mstep: Class 18 contains 13887 members 
Mstep: Class 19 contains 6004 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 4338 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 10532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37498548.000000 Penalty: 39783.414062
Iteration 93Q: 19 clusters Score -3.749855e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 248859 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 8 contains 320671 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 56168 members 
Mstep: Class 11 contains 5642 members 
Mstep: Class 12 contains 21427 members 
Mstep: Class 15 contains 80996 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 18 contains 13851 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 4332 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 10542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37498868.000000 Penalty: 39783.414062
Iteration 94Q: 19 clusters Score -3.749887e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8348 members 
Mstep: Class 3 contains 250322 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 8 contains 319230 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 56104 members 
Mstep: Class 11 contains 5673 members 
Mstep: Class 12 contains 21466 members 
Mstep: Class 15 contains 81009 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 18 contains 13817 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37498948.000000 Penalty: 39783.414062
Iteration 95Q: 19 clusters Score -3.749895e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 251835 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 8 contains 317771 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 56015 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 21512 members 
Mstep: Class 15 contains 81023 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 18 contains 13784 members 
Mstep: Class 19 contains 6090 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 2944 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 10578 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 19 clusters Score -3.74991e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 253343 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 8 contains 316323 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 55936 members 
Mstep: Class 11 contains 5757 members 
Mstep: Class 12 contains 21549 members 
Mstep: Class 15 contains 81015 members 
Mstep: Class 16 contains 7784 members 
Mstep: Class 18 contains 13758 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 2963 members 
Mstep: Class 22 contains 4294 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 10601 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 19 clusters Score -3.749926e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 254898 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 8 contains 314867 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 55851 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 21599 members 
Mstep: Class 15 contains 80972 members 
Mstep: Class 16 contains 7796 members 
Mstep: Class 18 contains 13717 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 2978 members 
Mstep: Class 22 contains 4288 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 10611 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 19 clusters Score -3.749929e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 256461 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 8 contains 313374 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 55762 members 
Mstep: Class 11 contains 5876 members 
Mstep: Class 12 contains 21645 members 
Mstep: Class 15 contains 80941 members 
Mstep: Class 16 contains 7819 members 
Mstep: Class 18 contains 13692 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10622 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 19 clusters Score -3.749976e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8372 members 
Mstep: Class 3 contains 258065 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 8 contains 311865 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 55651 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 21681 members 
Mstep: Class 15 contains 80921 members 
Mstep: Class 16 contains 7829 members 
Mstep: Class 18 contains 13659 members 
Mstep: Class 19 contains 6181 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 3000 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 10628 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 19 clusters Score -3.75001e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8376 members 
Mstep: Class 3 contains 259712 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 8 contains 310348 members 
Mstep: Class 9 contains 3204 members 
Mstep: Class 10 contains 55551 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 12 contains 21718 members 
Mstep: Class 15 contains 80878 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 18 contains 13624 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 3014 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 10639 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -3.75001e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 261345 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 8 contains 308821 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 55460 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 21755 members 
Mstep: Class 15 contains 80821 members 
Mstep: Class 16 contains 7852 members 
Mstep: Class 18 contains 13591 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 10652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 19 clusters Score -3.750038e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 262864 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 8 contains 307371 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 55374 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 15 contains 80786 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 18 contains 13573 members 
Mstep: Class 19 contains 6283 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 3047 members 
Mstep: Class 22 contains 4242 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 10659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500420.000000 Penalty: 39783.414062
Iteration 103Q: 19 clusters Score -3.750042e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 3 contains 264379 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 8 contains 305970 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 55258 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 21837 members 
Mstep: Class 15 contains 80749 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 18 contains 13543 members 
Mstep: Class 19 contains 6323 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 3068 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 10663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 19 clusters Score -3.750061e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 265941 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 8 contains 304583 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 55127 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 21863 members 
Mstep: Class 15 contains 80680 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 18 contains 13501 members 
Mstep: Class 19 contains 6362 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500716.000000 Penalty: 39783.414062
Iteration 105Q: 19 clusters Score -3.750072e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 267467 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 8 contains 303225 members 
Mstep: Class 9 contains 3144 members 
Mstep: Class 10 contains 55007 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 21896 members 
Mstep: Class 15 contains 80607 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 18 contains 13447 members 
Mstep: Class 19 contains 6395 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 10697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500860.000000 Penalty: 39783.414062
Iteration 106Q: 19 clusters Score -3.750086e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 268998 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 8 contains 301831 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 54888 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 21930 members 
Mstep: Class 15 contains 80543 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 6412 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 10702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37500924.000000 Penalty: 39783.414062
Iteration 107Q: 19 clusters Score -3.750092e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8393 members 
Mstep: Class 3 contains 270531 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 8 contains 300465 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 54799 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 21973 members 
Mstep: Class 15 contains 80484 members 
Mstep: Class 16 contains 7857 members 
Mstep: Class 18 contains 13350 members 
Mstep: Class 19 contains 6441 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 4266 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 10693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501088.000000 Penalty: 39783.414062
Iteration 108Q: 19 clusters Score -3.750109e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8387 members 
Mstep: Class 3 contains 271971 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 8 contains 299138 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 54724 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 22014 members 
Mstep: Class 15 contains 80399 members 
Mstep: Class 16 contains 7858 members 
Mstep: Class 18 contains 13301 members 
Mstep: Class 19 contains 6466 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 3125 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 10685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501144.000000 Penalty: 39783.414062
Iteration 109Q: 19 clusters Score -3.750114e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 273430 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 8 contains 297827 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 54645 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 22072 members 
Mstep: Class 15 contains 80293 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 18 contains 13248 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 3132 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 10695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501276.000000 Penalty: 39783.414062
Iteration 110Q: 19 clusters Score -3.750128e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 274839 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 8 contains 296573 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 54559 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 22111 members 
Mstep: Class 15 contains 80179 members 
Mstep: Class 16 contains 7839 members 
Mstep: Class 18 contains 13212 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501404.000000 Penalty: 39783.414062
Iteration 111Q: 19 clusters Score -3.75014e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 276194 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 8 contains 295407 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 54449 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 22144 members 
Mstep: Class 15 contains 80048 members 
Mstep: Class 16 contains 7836 members 
Mstep: Class 18 contains 13180 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501604.000000 Penalty: 39783.414062
Iteration 112Q: 19 clusters Score -3.75016e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 277501 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 8 contains 294296 members 
Mstep: Class 9 contains 3445 members 
Mstep: Class 10 contains 54346 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 22189 members 
Mstep: Class 15 contains 79939 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 18 contains 13123 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 10680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501820.000000 Penalty: 39783.414062
Iteration 113Q: 19 clusters Score -3.750182e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 278842 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 293186 members 
Mstep: Class 9 contains 3503 members 
Mstep: Class 10 contains 54238 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 22229 members 
Mstep: Class 15 contains 79817 members 
Mstep: Class 16 contains 7815 members 
Mstep: Class 18 contains 13070 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 10664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501708.000000 Penalty: 39783.414062
Iteration 114Q: 19 clusters Score -3.750171e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 280188 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 8 contains 292130 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 54152 members 
Mstep: Class 11 contains 6266 members 
Mstep: Class 12 contains 22267 members 
Mstep: Class 15 contains 79692 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 18 contains 13003 members 
Mstep: Class 19 contains 6600 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37501952.000000 Penalty: 39783.414062
Iteration 115Q: 19 clusters Score -3.750195e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 281530 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 291087 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 54039 members 
Mstep: Class 11 contains 6246 members 
Mstep: Class 12 contains 22331 members 
Mstep: Class 15 contains 79583 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 18 contains 12938 members 
Mstep: Class 19 contains 6625 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37502044.000000 Penalty: 39783.414062
Iteration 116Q: 19 clusters Score -3.750204e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 282891 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 8 contains 290070 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 53895 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 12 contains 22366 members 
Mstep: Class 15 contains 79456 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 18 contains 12875 members 
Mstep: Class 19 contains 6651 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 10620 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 19 clusters Score -3.750227e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8380 members 
Mstep: Class 3 contains 284228 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 8 contains 289119 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 53761 members 
Mstep: Class 11 contains 6210 members 
Mstep: Class 12 contains 22395 members 
Mstep: Class 15 contains 79325 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 18 contains 12808 members 
Mstep: Class 19 contains 6678 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 4245 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 10597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 19 clusters Score -3.750229e+07 nChanged 1730
Entering ConstructFrom: 
Score: -37502288.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -409203.843750 Penalty: 1464.808105
	Iteration 0F: 2 clusters Score -409203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -403114.437500 Penalty: 2929.616211
	Iteration 0F: 3 clusters Score -403114.4 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -404977.937500 Penalty: 2929.616211
	Iteration 1F: 3 clusters Score -404977.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -405166.281250 Penalty: 2929.616211
	Iteration 2F: 3 clusters Score -405166.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -405306.000000 Penalty: 2929.616211
	Iteration 3Q: 3 clusters Score -405306 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -405447.125000 Penalty: 2929.616211
	Iteration 4Q: 3 clusters Score -405447.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -405583.031250 Penalty: 2929.616211
	Iteration 5Q: 3 clusters Score -405583 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -405740.875000 Penalty: 2929.616211
	Iteration 6Q: 3 clusters Score -405740.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -405920.781250 Penalty: 2929.616211
	Iteration 7Q: 3 clusters Score -405920.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -406100.062500 Penalty: 2929.616211
	Iteration 8Q: 3 clusters Score -406100.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -406297.343750 Penalty: 2929.616211
	Iteration 9Q: 3 clusters Score -406297.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -406538.000000 Penalty: 2929.616211
	Iteration 10Q: 3 clusters Score -406538 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -406822.218750 Penalty: 2929.616211
	Iteration 11Q: 3 clusters Score -406822.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -407134.125000 Penalty: 2929.616211
	Iteration 12Q: 3 clusters Score -407134.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -407399.187500 Penalty: 2929.616211
	Iteration 13Q: 3 clusters Score -407399.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -407542.593750 Penalty: 2929.616211
	Iteration 14Q: 3 clusters Score -407542.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -407626.218750 Penalty: 2929.616211
	Iteration 15Q: 3 clusters Score -407626.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -407670.312500 Penalty: 2929.616211
	Iteration 16Q: 3 clusters Score -407670.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -407698.343750 Penalty: 2929.616211
	Iteration 17Q: 3 clusters Score -407698.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -407722.687500 Penalty: 2929.616211
	Iteration 18Q: 3 clusters Score -407722.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -407737.312500 Penalty: 2929.616211
	Iteration 19Q: 3 clusters Score -407737.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -407749.281250 Penalty: 2929.616211
	Iteration 20F: 3 clusters Score -407749.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -407756.937500 Penalty: 2929.616211
	Iteration 21Q: 3 clusters Score -407756.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -407765.406250 Penalty: 2929.616211
	Iteration 22Q: 3 clusters Score -407765.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -407775.906250 Penalty: 2929.616211
	Iteration 23Q: 3 clusters Score -407775.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -407783.500000 Penalty: 2929.616211
	Iteration 24Q: 3 clusters Score -407783.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -407787.093750 Penalty: 2929.616211
	Iteration 25Q: 3 clusters Score -407787.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -407791.031250 Penalty: 2929.616211
	Iteration 26Q: 3 clusters Score -407791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -407794.187500 Penalty: 2929.616211
	Iteration 27Q: 3 clusters Score -407794.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -407798.656250 Penalty: 2929.616211
	Iteration 28Q: 3 clusters Score -407798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -407801.625000 Penalty: 2929.616211
	Iteration 29Q: 3 clusters Score -407801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -407804.125000 Penalty: 2929.616211
	Iteration 30Q: 3 clusters Score -407804.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -407805.031250 Penalty: 2929.616211
	Iteration 31Q: 3 clusters Score -407805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -407807.062500 Penalty: 2929.616211
	Iteration 32Q: 3 clusters Score -407807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -407807.343750 Penalty: 2929.616211
	Iteration 33Q: 3 clusters Score -407807.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -407811.281250 Penalty: 2929.616211
	Iteration 34Q: 3 clusters Score -407811.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -407814.968750 Penalty: 2929.616211
	Iteration 35Q: 3 clusters Score -407815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -407817.343750 Penalty: 2929.616211
	Iteration 36Q: 3 clusters Score -407817.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -407821.156250 Penalty: 2929.616211
	Iteration 37Q: 3 clusters Score -407821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -407823.843750 Penalty: 2929.616211
	Iteration 38Q: 3 clusters Score -407823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -407825.656250 Penalty: 2929.616211
	Iteration 39Q: 3 clusters Score -407825.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -407827.937500 Penalty: 2929.616211
	Iteration 40F: 3 clusters Score -407827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -407830.625000 Penalty: 2929.616211
	Iteration 41Q: 3 clusters Score -407830.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -407833.593750 Penalty: 2929.616211
	Iteration 42Q: 3 clusters Score -407833.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -407836.375000 Penalty: 2929.616211
	Iteration 43Q: 3 clusters Score -407836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -407838.375000 Penalty: 2929.616211
	Iteration 44Q: 3 clusters Score -407838.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -407840.937500 Penalty: 2929.616211
	Iteration 45Q: 3 clusters Score -407840.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -407843.156250 Penalty: 2929.616211
	Iteration 46Q: 3 clusters Score -407843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -407843.781250 Penalty: 2929.616211
	Iteration 47Q: 3 clusters Score -407843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -407846.937500 Penalty: 2929.616211
	Iteration 48Q: 3 clusters Score -407846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -407847.593750 Penalty: 2929.616211
	Iteration 49Q: 3 clusters Score -407847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -407848.687500 Penalty: 2929.616211
	Iteration 50Q: 3 clusters Score -407848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -407852.562500 Penalty: 2929.616211
	Iteration 51Q: 3 clusters Score -407852.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -407852.625000 Penalty: 2929.616211
	Iteration 52Q: 3 clusters Score -407852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -407854.562500 Penalty: 2929.616211
	Iteration 53Q: 3 clusters Score -407854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -407854.250000 Penalty: 2929.616211
	Iteration 54Q: 3 clusters Score -407854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -407854.156250 Penalty: 2929.616211
	Iteration 55Q: 3 clusters Score -407854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -407854.500000 Penalty: 2929.616211
	Iteration 56Q: 3 clusters Score -407854.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -407855.062500 Penalty: 2929.616211
	Iteration 57Q: 3 clusters Score -407855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -407856.500000 Penalty: 2929.616211
	Iteration 58Q: 3 clusters Score -407856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -407856.500000 Penalty: 2929.616211
	Iteration 59F: 3 clusters Score -407856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Entering Unmasked Estep 
Score: -369313.656250 Penalty: 1467.766357
	Iteration 0F: 2 clusters Score -369313.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -363219.031250 Penalty: 2935.532715
	Iteration 0F: 3 clusters Score -363219 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -365177.156250 Penalty: 2935.532715
	Iteration 1F: 3 clusters Score -365177.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -365655.125000 Penalty: 2935.532715
	Iteration 2F: 3 clusters Score -365655.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -366220.562500 Penalty: 2935.532715
	Iteration 3F: 3 clusters Score -366220.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -366808.343750 Penalty: 2935.532715
	Iteration 4F: 3 clusters Score -366808.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -367340.093750 Penalty: 2935.532715
	Iteration 5F: 3 clusters Score -367340.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -367744.750000 Penalty: 2935.532715
	Iteration 6F: 3 clusters Score -367744.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -367979.656250 Penalty: 2935.532715
	Iteration 7Q: 3 clusters Score -367979.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -368114.843750 Penalty: 2935.532715
	Iteration 8Q: 3 clusters Score -368114.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -368206.187500 Penalty: 2935.532715
	Iteration 9Q: 3 clusters Score -368206.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -368278.531250 Penalty: 2935.532715
	Iteration 10Q: 3 clusters Score -368278.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -368352.437500 Penalty: 2935.532715
	Iteration 11Q: 3 clusters Score -368352.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -368433.343750 Penalty: 2935.532715
	Iteration 12Q: 3 clusters Score -368433.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -368499.750000 Penalty: 2935.532715
	Iteration 13Q: 3 clusters Score -368499.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -368565.687500 Penalty: 2935.532715
	Iteration 14Q: 3 clusters Score -368565.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -368612.406250 Penalty: 2935.532715
	Iteration 15Q: 3 clusters Score -368612.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -368661.531250 Penalty: 2935.532715
	Iteration 16Q: 3 clusters Score -368661.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -368693.968750 Penalty: 2935.532715
	Iteration 17Q: 3 clusters Score -368694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -368728.656250 Penalty: 2935.532715
	Iteration 18Q: 3 clusters Score -368728.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -368766.031250 Penalty: 2935.532715
	Iteration 19Q: 3 clusters Score -368766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -368805.250000 Penalty: 2935.532715
	Iteration 20F: 3 clusters Score -368805.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -368829.437500 Penalty: 2935.532715
	Iteration 21Q: 3 clusters Score -368829.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -368857.718750 Penalty: 2935.532715
	Iteration 22Q: 3 clusters Score -368857.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -368872.656250 Penalty: 2935.532715
	Iteration 23Q: 3 clusters Score -368872.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -368878.062500 Penalty: 2935.532715
	Iteration 24Q: 3 clusters Score -368878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -368879.750000 Penalty: 2935.532715
	Iteration 25Q: 3 clusters Score -368879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -368881.312500 Penalty: 2935.532715
	Iteration 26Q: 3 clusters Score -368881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -368882.468750 Penalty: 2935.532715
	Iteration 27Q: 3 clusters Score -368882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -368883.281250 Penalty: 2935.532715
	Iteration 28Q: 3 clusters Score -368883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -368883.875000 Penalty: 2935.532715
	Iteration 29Q: 3 clusters Score -368883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -368885.000000 Penalty: 2935.532715
	Iteration 30Q: 3 clusters Score -368885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -368885.000000 Penalty: 2935.532715
	Iteration 31F: 3 clusters Score -368885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (285490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285490 members 
Entering Unmasked Estep 
Score: -13621684.000000 Penalty: 2041.318848
	Iteration 0F: 2 clusters Score -1.362168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -13428959.000000 Penalty: 4082.637695
	Iteration 0F: 3 clusters Score -1.342896e+07 nChanged 138875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144375 members 
Mstep: Class 2 contains 141115 members 
Entering Unmasked Estep 
Score: -13513623.000000 Penalty: 4082.637695
	Iteration 1F: 3 clusters Score -1.351362e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 139123 members 
Entering Unmasked Estep 
Score: -13516450.000000 Penalty: 4082.637695
	Iteration 2Q: 3 clusters Score -1.351645e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -13520766.000000 Penalty: 4082.637695
	Iteration 3Q: 3 clusters Score -1.352077e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155994 members 
Mstep: Class 2 contains 129496 members 
Entering Unmasked Estep 
Score: -13526939.000000 Penalty: 4082.637695
	Iteration 4Q: 3 clusters Score -1.352694e+07 nChanged 16364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164820 members 
Mstep: Class 2 contains 120670 members 
Entering Unmasked Estep 
Score: -13536729.000000 Penalty: 4082.637695
	Iteration 5F: 3 clusters Score -1.353673e+07 nChanged 18910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176240 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
Score: -13551104.000000 Penalty: 4082.637695
	Iteration 6F: 3 clusters Score -1.35511e+07 nChanged 19529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188091 members 
Mstep: Class 2 contains 97399 members 
Entering Unmasked Estep 
Score: -13567255.000000 Penalty: 4082.637695
	Iteration 7F: 3 clusters Score -1.356726e+07 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197542 members 
Mstep: Class 2 contains 87948 members 
Entering Unmasked Estep 
Score: -13581685.000000 Penalty: 4082.637695
	Iteration 8F: 3 clusters Score -1.358168e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203934 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -13590759.000000 Penalty: 4082.637695
	Iteration 9Q: 3 clusters Score -1.359076e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208438 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -13595687.000000 Penalty: 4082.637695
	Iteration 10Q: 3 clusters Score -1.359569e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211986 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -13598804.000000 Penalty: 4082.637695
	Iteration 11Q: 3 clusters Score -1.35988e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215041 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -13600856.000000 Penalty: 4082.637695
	Iteration 12Q: 3 clusters Score -1.360086e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217588 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -13602472.000000 Penalty: 4082.637695
	Iteration 13Q: 3 clusters Score -1.360247e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219881 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -13603687.000000 Penalty: 4082.637695
	Iteration 14Q: 3 clusters Score -1.360369e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221898 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -13604539.000000 Penalty: 4082.637695
	Iteration 15Q: 3 clusters Score -1.360454e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223746 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -13605292.000000 Penalty: 4082.637695
	Iteration 16Q: 3 clusters Score -1.360529e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225557 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -13605961.000000 Penalty: 4082.637695
	Iteration 17Q: 3 clusters Score -1.360596e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227319 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -13606431.000000 Penalty: 4082.637695
	Iteration 18Q: 3 clusters Score -1.360643e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229058 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -13606819.000000 Penalty: 4082.637695
	Iteration 19Q: 3 clusters Score -1.360682e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230826 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -13607232.000000 Penalty: 4082.637695
	Iteration 20F: 3 clusters Score -1.360723e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232514 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -13607628.000000 Penalty: 4082.637695
	Iteration 21Q: 3 clusters Score -1.360763e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234224 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -13607952.000000 Penalty: 4082.637695
	Iteration 22Q: 3 clusters Score -1.360795e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235964 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -13608251.000000 Penalty: 4082.637695
	Iteration 23Q: 3 clusters Score -1.360825e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237691 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -13608653.000000 Penalty: 4082.637695
	Iteration 24Q: 3 clusters Score -1.360865e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239520 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -13609061.000000 Penalty: 4082.637695
	Iteration 25Q: 3 clusters Score -1.360906e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241451 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -13609468.000000 Penalty: 4082.637695
	Iteration 26Q: 3 clusters Score -1.360947e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243459 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -13609923.000000 Penalty: 4082.637695
	Iteration 27Q: 3 clusters Score -1.360992e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245454 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -13610465.000000 Penalty: 4082.637695
	Iteration 28Q: 3 clusters Score -1.361046e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247606 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -13610941.000000 Penalty: 4082.637695
	Iteration 29Q: 3 clusters Score -1.361094e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249855 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -13611538.000000 Penalty: 4082.637695
	Iteration 30Q: 3 clusters Score -1.361154e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252182 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -13612249.000000 Penalty: 4082.637695
	Iteration 31Q: 3 clusters Score -1.361225e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254518 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -13613059.000000 Penalty: 4082.637695
	Iteration 32Q: 3 clusters Score -1.361306e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256697 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -13613726.000000 Penalty: 4082.637695
	Iteration 33Q: 3 clusters Score -1.361373e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258825 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -13614502.000000 Penalty: 4082.637695
	Iteration 34Q: 3 clusters Score -1.36145e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260982 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -13615322.000000 Penalty: 4082.637695
	Iteration 35Q: 3 clusters Score -1.361532e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263037 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -13616022.000000 Penalty: 4082.637695
	Iteration 36Q: 3 clusters Score -1.361602e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264954 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -13616693.000000 Penalty: 4082.637695
	Iteration 37Q: 3 clusters Score -1.361669e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266699 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -13617446.000000 Penalty: 4082.637695
	Iteration 38Q: 3 clusters Score -1.361745e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268312 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -13618060.000000 Penalty: 4082.637695
	Iteration 39Q: 3 clusters Score -1.361806e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269797 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -13618631.000000 Penalty: 4082.637695
	Iteration 40F: 3 clusters Score -1.361863e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271142 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -13619079.000000 Penalty: 4082.637695
	Iteration 41Q: 3 clusters Score -1.361908e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272292 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -13619438.000000 Penalty: 4082.637695
	Iteration 42Q: 3 clusters Score -1.361944e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273305 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -13619781.000000 Penalty: 4082.637695
	Iteration 43Q: 3 clusters Score -1.361978e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274181 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -13620085.000000 Penalty: 4082.637695
	Iteration 44Q: 3 clusters Score -1.362008e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274928 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -13620301.000000 Penalty: 4082.637695
	Iteration 45Q: 3 clusters Score -1.36203e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275571 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -13620403.000000 Penalty: 4082.637695
	Iteration 46Q: 3 clusters Score -1.36204e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276117 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -13620526.000000 Penalty: 4082.637695
	Iteration 47Q: 3 clusters Score -1.362053e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276613 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -13620633.000000 Penalty: 4082.637695
	Iteration 48Q: 3 clusters Score -1.362063e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277042 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -13620726.000000 Penalty: 4082.637695
	Iteration 49Q: 3 clusters Score -1.362073e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277421 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -13620784.000000 Penalty: 4082.637695
	Iteration 50Q: 3 clusters Score -1.362078e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277723 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -13620809.000000 Penalty: 4082.637695
	Iteration 51Q: 3 clusters Score -1.362081e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277979 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -13620885.000000 Penalty: 4082.637695
	Iteration 52Q: 3 clusters Score -1.362088e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278194 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -13620926.000000 Penalty: 4082.637695
	Iteration 53Q: 3 clusters Score -1.362093e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278393 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -13620980.000000 Penalty: 4082.637695
	Iteration 54Q: 3 clusters Score -1.362098e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278581 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -13620972.000000 Penalty: 4082.637695
	Iteration 55Q: 3 clusters Score -1.362097e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278743 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -13620983.000000 Penalty: 4082.637695
	Iteration 56Q: 3 clusters Score -1.362098e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278872 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -13621005.000000 Penalty: 4082.637695
	Iteration 57Q: 3 clusters Score -1.3621e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278988 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -13621019.000000 Penalty: 4082.637695
	Iteration 58Q: 3 clusters Score -1.362102e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279091 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -13620997.000000 Penalty: 4082.637695
	Iteration 59Q: 3 clusters Score -1.3621e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279176 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -13621006.000000 Penalty: 4082.637695
	Iteration 60F: 3 clusters Score -1.362101e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279252 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -13621019.000000 Penalty: 4082.637695
	Iteration 61Q: 3 clusters Score -1.362102e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279322 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -13621007.000000 Penalty: 4082.637695
	Iteration 62Q: 3 clusters Score -1.362101e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279378 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -13621031.000000 Penalty: 4082.637695
	Iteration 63Q: 3 clusters Score -1.362103e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279429 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -13621015.000000 Penalty: 4082.637695
	Iteration 64Q: 3 clusters Score -1.362102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279469 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -13621042.000000 Penalty: 4082.637695
	Iteration 65Q: 3 clusters Score -1.362104e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279515 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -13621040.000000 Penalty: 4082.637695
	Iteration 66Q: 3 clusters Score -1.362104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279554 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -13621037.000000 Penalty: 4082.637695
	Iteration 67Q: 3 clusters Score -1.362104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279587 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -13621036.000000 Penalty: 4082.637695
	Iteration 68Q: 3 clusters Score -1.362104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279613 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -13621031.000000 Penalty: 4082.637695
	Iteration 69Q: 3 clusters Score -1.362103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279632 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -13621042.000000 Penalty: 4082.637695
	Iteration 70Q: 3 clusters Score -1.362104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279653 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -13621050.000000 Penalty: 4082.637695
	Iteration 71Q: 3 clusters Score -1.362105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279673 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -13621063.000000 Penalty: 4082.637695
	Iteration 72Q: 3 clusters Score -1.362106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279695 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -13621057.000000 Penalty: 4082.637695
	Iteration 73Q: 3 clusters Score -1.362106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279713 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -13621049.000000 Penalty: 4082.637695
	Iteration 74Q: 3 clusters Score -1.362105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279740 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -13621048.000000 Penalty: 4082.637695
	Iteration 75Q: 3 clusters Score -1.362105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279759 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -13621046.000000 Penalty: 4082.637695
	Iteration 76Q: 3 clusters Score -1.362105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279779 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -13621056.000000 Penalty: 4082.637695
	Iteration 77Q: 3 clusters Score -1.362106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279795 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -13621060.000000 Penalty: 4082.637695
	Iteration 78Q: 3 clusters Score -1.362106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279816 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -13621080.000000 Penalty: 4082.637695
	Iteration 79Q: 3 clusters Score -1.362108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279833 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -13621056.000000 Penalty: 4082.637695
	Iteration 80F: 3 clusters Score -1.362106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279846 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -13621076.000000 Penalty: 4082.637695
	Iteration 81Q: 3 clusters Score -1.362108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279862 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -13621072.000000 Penalty: 4082.637695
	Iteration 82Q: 3 clusters Score -1.362107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279877 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -13621096.000000 Penalty: 4082.637695
	Iteration 83Q: 3 clusters Score -1.36211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279891 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -13621084.000000 Penalty: 4082.637695
	Iteration 84Q: 3 clusters Score -1.362108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279904 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -13621092.000000 Penalty: 4082.637695
	Iteration 85Q: 3 clusters Score -1.362109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279914 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -13621096.000000 Penalty: 4082.637695
	Iteration 86Q: 3 clusters Score -1.36211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279921 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -13621099.000000 Penalty: 4082.637695
	Iteration 87Q: 3 clusters Score -1.36211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279938 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -13621091.000000 Penalty: 4082.637695
	Iteration 88Q: 3 clusters Score -1.362109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279953 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -13621105.000000 Penalty: 4082.637695
	Iteration 89Q: 3 clusters Score -1.36211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279963 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -13621098.000000 Penalty: 4082.637695
	Iteration 90Q: 3 clusters Score -1.36211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279975 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -13621091.000000 Penalty: 4082.637695
	Iteration 91Q: 3 clusters Score -1.362109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279983 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -13621090.000000 Penalty: 4082.637695
	Iteration 92Q: 3 clusters Score -1.362109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279991 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -13621085.000000 Penalty: 4082.637695
	Iteration 93Q: 3 clusters Score -1.362108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279998 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -13621090.000000 Penalty: 4082.637695
	Iteration 94Q: 3 clusters Score -1.362109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280002 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -13621081.000000 Penalty: 4082.637695
	Iteration 95Q: 3 clusters Score -1.362108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280008 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -13621083.000000 Penalty: 4082.637695
	Iteration 96Q: 3 clusters Score -1.362108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280011 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -13621079.000000 Penalty: 4082.637695
	Iteration 97Q: 3 clusters Score -1.362108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280013 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -13621076.000000 Penalty: 4082.637695
	Iteration 98Q: 3 clusters Score -1.362108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280016 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -13621081.000000 Penalty: 4082.637695
	Iteration 99Q: 3 clusters Score -1.362108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280018 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -13621084.000000 Penalty: 4082.637695
	Iteration 100F: 3 clusters Score -1.362108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280018 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -13621081.000000 Penalty: 4082.637695
	Iteration 101Q: 3 clusters Score -1.362108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280023 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -13621081.000000 Penalty: 4082.637695
	Iteration 102Q: 3 clusters Score -1.362108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280028 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -13621063.000000 Penalty: 4082.637695
	Iteration 103Q: 3 clusters Score -1.362106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280030 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -13621073.000000 Penalty: 4082.637695
	Iteration 104Q: 3 clusters Score -1.362107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280032 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -13621079.000000 Penalty: 4082.637695
	Iteration 105Q: 3 clusters Score -1.362108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280034 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -13621086.000000 Penalty: 4082.637695
	Iteration 106Q: 3 clusters Score -1.362109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280035 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -13621076.000000 Penalty: 4082.637695
	Iteration 107Q: 3 clusters Score -1.362108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280036 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -13621078.000000 Penalty: 4082.637695
	Iteration 108Q: 3 clusters Score -1.362108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280038 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -13621076.000000 Penalty: 4082.637695
	Iteration 109Q: 3 clusters Score -1.362108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280039 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -13621075.000000 Penalty: 4082.637695
	Iteration 110Q: 3 clusters Score -1.362108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -13621079.000000 Penalty: 4082.637695
	Iteration 111Q: 3 clusters Score -1.362108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -13621080.000000 Penalty: 4082.637695
	Iteration 112Q: 3 clusters Score -1.362108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -13621080.000000 Penalty: 4082.637695
	Iteration 113F: 3 clusters Score -1.362108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -57396.734375 Penalty: 1157.727783
	Iteration 0F: 2 clusters Score -57396.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -55808.175781 Penalty: 2315.455566
	Iteration 0F: 3 clusters Score -55808.18 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -56075.496094 Penalty: 2315.455566
	Iteration 1F: 3 clusters Score -56075.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -56171.132812 Penalty: 2315.455566
	Iteration 2F: 3 clusters Score -56171.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56215.707031 Penalty: 2315.455566
	Iteration 3Q: 3 clusters Score -56215.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -56239.089844 Penalty: 2315.455566
	Iteration 4Q: 3 clusters Score -56239.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -56253.714844 Penalty: 2315.455566
	Iteration 5Q: 3 clusters Score -56253.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -56263.046875 Penalty: 2315.455566
	Iteration 6Q: 3 clusters Score -56263.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -56273.761719 Penalty: 2315.455566
	Iteration 7Q: 3 clusters Score -56273.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -56281.144531 Penalty: 2315.455566
	Iteration 8Q: 3 clusters Score -56281.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -56285.476562 Penalty: 2315.455566
	Iteration 9Q: 3 clusters Score -56285.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -56288.085938 Penalty: 2315.455566
	Iteration 10Q: 3 clusters Score -56288.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -56290.460938 Penalty: 2315.455566
	Iteration 11Q: 3 clusters Score -56290.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -56292.476562 Penalty: 2315.455566
	Iteration 12Q: 3 clusters Score -56292.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -56294.187500 Penalty: 2315.455566
	Iteration 13Q: 3 clusters Score -56294.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -56294.644531 Penalty: 2315.455566
	Iteration 14Q: 3 clusters Score -56294.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -56295.949219 Penalty: 2315.455566
	Iteration 15Q: 3 clusters Score -56295.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -56296.785156 Penalty: 2315.455566
	Iteration 16Q: 3 clusters Score -56296.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -56297.867188 Penalty: 2315.455566
	Iteration 17Q: 3 clusters Score -56297.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -56298.175781 Penalty: 2315.455566
	Iteration 18Q: 3 clusters Score -56298.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -56298.175781 Penalty: 2315.455566
	Iteration 19F: 3 clusters Score -56298.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (288217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288217 members 
Entering Unmasked Estep 
Score: -13954420.000000 Penalty: 2042.863770
	Iteration 0F: 2 clusters Score -1.395442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -13760515.000000 Penalty: 4085.727539
	Iteration 0F: 3 clusters Score -1.376052e+07 nChanged 140212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 146912 members 
Entering Unmasked Estep 
Score: -13843892.000000 Penalty: 4085.727539
	Iteration 1F: 3 clusters Score -1.384389e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139720 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -13845442.000000 Penalty: 4085.727539
	Iteration 2Q: 3 clusters Score -1.384544e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 150886 members 
Entering Unmasked Estep 
Score: -13847300.000000 Penalty: 4085.727539
	Iteration 3Q: 3 clusters Score -1.38473e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 154284 members 
Entering Unmasked Estep 
Score: -13850188.000000 Penalty: 4085.727539
	Iteration 4Q: 3 clusters Score -1.385019e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -13854517.000000 Penalty: 4085.727539
	Iteration 5Q: 3 clusters Score -1.385452e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -13860942.000000 Penalty: 4085.727539
	Iteration 6Q: 3 clusters Score -1.386094e+07 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -13870945.000000 Penalty: 4085.727539
	Iteration 7F: 3 clusters Score -1.387094e+07 nChanged 18565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103121 members 
Mstep: Class 2 contains 185096 members 
Entering Unmasked Estep 
Score: -13885507.000000 Penalty: 4085.727539
	Iteration 8F: 3 clusters Score -1.388551e+07 nChanged 18862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 194288 members 
Entering Unmasked Estep 
Score: -13901635.000000 Penalty: 4085.727539
	Iteration 9F: 3 clusters Score -1.390164e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 200665 members 
Entering Unmasked Estep 
Score: -13912656.000000 Penalty: 4085.727539
	Iteration 10F: 3 clusters Score -1.391266e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 205141 members 
Entering Unmasked Estep 
Score: -13917194.000000 Penalty: 4085.727539
	Iteration 11Q: 3 clusters Score -1.391719e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 209301 members 
Entering Unmasked Estep 
Score: -13919417.000000 Penalty: 4085.727539
	Iteration 12Q: 3 clusters Score -1.391942e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 213444 members 
Entering Unmasked Estep 
Score: -13921316.000000 Penalty: 4085.727539
	Iteration 13Q: 3 clusters Score -1.392132e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 217741 members 
Entering Unmasked Estep 
Score: -13923321.000000 Penalty: 4085.727539
	Iteration 14Q: 3 clusters Score -1.392332e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 222088 members 
Entering Unmasked Estep 
Score: -13925381.000000 Penalty: 4085.727539
	Iteration 15Q: 3 clusters Score -1.392538e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 226492 members 
Entering Unmasked Estep 
Score: -13927498.000000 Penalty: 4085.727539
	Iteration 16Q: 3 clusters Score -1.39275e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 230759 members 
Entering Unmasked Estep 
Score: -13929334.000000 Penalty: 4085.727539
	Iteration 17Q: 3 clusters Score -1.392933e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 234938 members 
Entering Unmasked Estep 
Score: -13931192.000000 Penalty: 4085.727539
	Iteration 18Q: 3 clusters Score -1.393119e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 239073 members 
Entering Unmasked Estep 
Score: -13932981.000000 Penalty: 4085.727539
	Iteration 19Q: 3 clusters Score -1.393298e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 242987 members 
Entering Unmasked Estep 
Score: -13934651.000000 Penalty: 4085.727539
	Iteration 20F: 3 clusters Score -1.393465e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 246806 members 
Entering Unmasked Estep 
Score: -13936223.000000 Penalty: 4085.727539
	Iteration 21Q: 3 clusters Score -1.393622e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 250540 members 
Entering Unmasked Estep 
Score: -13937841.000000 Penalty: 4085.727539
	Iteration 22Q: 3 clusters Score -1.393784e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 254134 members 
Entering Unmasked Estep 
Score: -13939159.000000 Penalty: 4085.727539
	Iteration 23Q: 3 clusters Score -1.393916e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 257592 members 
Entering Unmasked Estep 
Score: -13940526.000000 Penalty: 4085.727539
	Iteration 24Q: 3 clusters Score -1.394053e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 260911 members 
Entering Unmasked Estep 
Score: -13941948.000000 Penalty: 4085.727539
	Iteration 25Q: 3 clusters Score -1.394195e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 264106 members 
Entering Unmasked Estep 
Score: -13943247.000000 Penalty: 4085.727539
	Iteration 26Q: 3 clusters Score -1.394325e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 267031 members 
Entering Unmasked Estep 
Score: -13944463.000000 Penalty: 4085.727539
	Iteration 27Q: 3 clusters Score -1.394446e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 269725 members 
Entering Unmasked Estep 
Score: -13945738.000000 Penalty: 4085.727539
	Iteration 28Q: 3 clusters Score -1.394574e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 272182 members 
Entering Unmasked Estep 
Score: -13946894.000000 Penalty: 4085.727539
	Iteration 29Q: 3 clusters Score -1.394689e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 274299 members 
Entering Unmasked Estep 
Score: -13947810.000000 Penalty: 4085.727539
	Iteration 30Q: 3 clusters Score -1.394781e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 276186 members 
Entering Unmasked Estep 
Score: -13948634.000000 Penalty: 4085.727539
	Iteration 31Q: 3 clusters Score -1.394863e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 277821 members 
Entering Unmasked Estep 
Score: -13949330.000000 Penalty: 4085.727539
	Iteration 32Q: 3 clusters Score -1.394933e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 279231 members 
Entering Unmasked Estep 
Score: -13950028.000000 Penalty: 4085.727539
	Iteration 33Q: 3 clusters Score -1.395003e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 280419 members 
Entering Unmasked Estep 
Score: -13950625.000000 Penalty: 4085.727539
	Iteration 34Q: 3 clusters Score -1.395062e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 281428 members 
Entering Unmasked Estep 
Score: -13951041.000000 Penalty: 4085.727539
	Iteration 35Q: 3 clusters Score -1.395104e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 282266 members 
Entering Unmasked Estep 
Score: -13951403.000000 Penalty: 4085.727539
	Iteration 36Q: 3 clusters Score -1.39514e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 282978 members 
Entering Unmasked Estep 
Score: -13951687.000000 Penalty: 4085.727539
	Iteration 37Q: 3 clusters Score -1.395169e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 283541 members 
Entering Unmasked Estep 
Score: -13951947.000000 Penalty: 4085.727539
	Iteration 38Q: 3 clusters Score -1.395195e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 284032 members 
Entering Unmasked Estep 
Score: -13952069.000000 Penalty: 4085.727539
	Iteration 39Q: 3 clusters Score -1.395207e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 284419 members 
Entering Unmasked Estep 
Score: -13952207.000000 Penalty: 4085.727539
	Iteration 40F: 3 clusters Score -1.395221e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 284733 members 
Entering Unmasked Estep 
Score: -13952325.000000 Penalty: 4085.727539
	Iteration 41Q: 3 clusters Score -1.395232e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 284976 members 
Entering Unmasked Estep 
Score: -13952413.000000 Penalty: 4085.727539
	Iteration 42Q: 3 clusters Score -1.395241e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 285188 members 
Entering Unmasked Estep 
Score: -13952464.000000 Penalty: 4085.727539
	Iteration 43Q: 3 clusters Score -1.395246e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 285367 members 
Entering Unmasked Estep 
Score: -13952477.000000 Penalty: 4085.727539
	Iteration 44Q: 3 clusters Score -1.395248e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 285520 members 
Entering Unmasked Estep 
Score: -13952545.000000 Penalty: 4085.727539
	Iteration 45Q: 3 clusters Score -1.395254e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 285660 members 
Entering Unmasked Estep 
Score: -13952596.000000 Penalty: 4085.727539
	Iteration 46Q: 3 clusters Score -1.39526e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 285768 members 
Entering Unmasked Estep 
Score: -13952593.000000 Penalty: 4085.727539
	Iteration 47Q: 3 clusters Score -1.395259e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 285866 members 
Entering Unmasked Estep 
Score: -13952614.000000 Penalty: 4085.727539
	Iteration 48Q: 3 clusters Score -1.395261e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 285944 members 
Entering Unmasked Estep 
Score: -13952643.000000 Penalty: 4085.727539
	Iteration 49Q: 3 clusters Score -1.395264e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 286014 members 
Entering Unmasked Estep 
Score: -13952663.000000 Penalty: 4085.727539
	Iteration 50Q: 3 clusters Score -1.395266e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 286056 members 
Entering Unmasked Estep 
Score: -13952653.000000 Penalty: 4085.727539
	Iteration 51Q: 3 clusters Score -1.395265e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 286104 members 
Entering Unmasked Estep 
Score: -13952662.000000 Penalty: 4085.727539
	Iteration 52Q: 3 clusters Score -1.395266e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 286144 members 
Entering Unmasked Estep 
Score: -13952680.000000 Penalty: 4085.727539
	Iteration 53Q: 3 clusters Score -1.395268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 286180 members 
Entering Unmasked Estep 
Score: -13952688.000000 Penalty: 4085.727539
	Iteration 54Q: 3 clusters Score -1.395269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 286226 members 
Entering Unmasked Estep 
Score: -13952713.000000 Penalty: 4085.727539
	Iteration 55Q: 3 clusters Score -1.395271e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 286269 members 
Entering Unmasked Estep 
Score: -13952735.000000 Penalty: 4085.727539
	Iteration 56Q: 3 clusters Score -1.395274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 286304 members 
Entering Unmasked Estep 
Score: -13952741.000000 Penalty: 4085.727539
	Iteration 57Q: 3 clusters Score -1.395274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 286337 members 
Entering Unmasked Estep 
Score: -13952733.000000 Penalty: 4085.727539
	Iteration 58Q: 3 clusters Score -1.395273e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 286369 members 
Entering Unmasked Estep 
Score: -13952740.000000 Penalty: 4085.727539
	Iteration 59Q: 3 clusters Score -1.395274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 286394 members 
Entering Unmasked Estep 
Score: -13952741.000000 Penalty: 4085.727539
	Iteration 60F: 3 clusters Score -1.395274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 286409 members 
Entering Unmasked Estep 
Score: -13952747.000000 Penalty: 4085.727539
	Iteration 61Q: 3 clusters Score -1.395275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 286420 members 
Entering Unmasked Estep 
Score: -13952740.000000 Penalty: 4085.727539
	Iteration 62Q: 3 clusters Score -1.395274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 286438 members 
Entering Unmasked Estep 
Score: -13952723.000000 Penalty: 4085.727539
	Iteration 63Q: 3 clusters Score -1.395272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 286452 members 
Entering Unmasked Estep 
Score: -13952728.000000 Penalty: 4085.727539
	Iteration 64Q: 3 clusters Score -1.395273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 286465 members 
Entering Unmasked Estep 
Score: -13952740.000000 Penalty: 4085.727539
	Iteration 65Q: 3 clusters Score -1.395274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 286471 members 
Entering Unmasked Estep 
Score: -13952727.000000 Penalty: 4085.727539
	Iteration 66Q: 3 clusters Score -1.395273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 286479 members 
Entering Unmasked Estep 
Score: -13952712.000000 Penalty: 4085.727539
	Iteration 67Q: 3 clusters Score -1.395271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 286484 members 
Entering Unmasked Estep 
Score: -13952715.000000 Penalty: 4085.727539
	Iteration 68Q: 3 clusters Score -1.395272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 286489 members 
Entering Unmasked Estep 
Score: -13952710.000000 Penalty: 4085.727539
	Iteration 69Q: 3 clusters Score -1.395271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 286490 members 
Entering Unmasked Estep 
Score: -13952716.000000 Penalty: 4085.727539
	Iteration 70Q: 3 clusters Score -1.395272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 286490 members 
Entering Unmasked Estep 
Score: -13952716.000000 Penalty: 4085.727539
	Iteration 71F: 3 clusters Score -1.395272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -188126.812500 Penalty: 1333.214722
	Iteration 0F: 2 clusters Score -188126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -184974.156250 Penalty: 2666.429443
	Iteration 0F: 3 clusters Score -184974.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -185691.656250 Penalty: 2666.429443
	Iteration 1F: 3 clusters Score -185691.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -185817.015625 Penalty: 2666.429443
	Iteration 2F: 3 clusters Score -185817 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -185901.312500 Penalty: 2666.429443
	Iteration 3Q: 3 clusters Score -185901.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -185961.968750 Penalty: 2666.429443
	Iteration 4Q: 3 clusters Score -185962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -186012.500000 Penalty: 2666.429443
	Iteration 5Q: 3 clusters Score -186012.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -186045.187500 Penalty: 2666.429443
	Iteration 6Q: 3 clusters Score -186045.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -186064.203125 Penalty: 2666.429443
	Iteration 7Q: 3 clusters Score -186064.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -186084.046875 Penalty: 2666.429443
	Iteration 8Q: 3 clusters Score -186084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -186098.234375 Penalty: 2666.429443
	Iteration 9Q: 3 clusters Score -186098.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -186111.000000 Penalty: 2666.429443
	Iteration 10Q: 3 clusters Score -186111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -186120.843750 Penalty: 2666.429443
	Iteration 11Q: 3 clusters Score -186120.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -186128.812500 Penalty: 2666.429443
	Iteration 12Q: 3 clusters Score -186128.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186135.984375 Penalty: 2666.429443
	Iteration 13Q: 3 clusters Score -186136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186144.187500 Penalty: 2666.429443
	Iteration 14Q: 3 clusters Score -186144.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -186151.421875 Penalty: 2666.429443
	Iteration 15Q: 3 clusters Score -186151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -186159.046875 Penalty: 2666.429443
	Iteration 16Q: 3 clusters Score -186159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -186166.578125 Penalty: 2666.429443
	Iteration 17Q: 3 clusters Score -186166.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -186171.500000 Penalty: 2666.429443
	Iteration 18Q: 3 clusters Score -186171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -186174.390625 Penalty: 2666.429443
	Iteration 19Q: 3 clusters Score -186174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -186178.031250 Penalty: 2666.429443
	Iteration 20F: 3 clusters Score -186178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186183.578125 Penalty: 2666.429443
	Iteration 21Q: 3 clusters Score -186183.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -186189.359375 Penalty: 2666.429443
	Iteration 22Q: 3 clusters Score -186189.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -186194.015625 Penalty: 2666.429443
	Iteration 23Q: 3 clusters Score -186194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186198.093750 Penalty: 2666.429443
	Iteration 24Q: 3 clusters Score -186198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186201.937500 Penalty: 2666.429443
	Iteration 25Q: 3 clusters Score -186201.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186204.687500 Penalty: 2666.429443
	Iteration 26Q: 3 clusters Score -186204.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -186207.984375 Penalty: 2666.429443
	Iteration 27Q: 3 clusters Score -186208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -186212.406250 Penalty: 2666.429443
	Iteration 28Q: 3 clusters Score -186212.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186214.953125 Penalty: 2666.429443
	Iteration 29Q: 3 clusters Score -186215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -186217.218750 Penalty: 2666.429443
	Iteration 30Q: 3 clusters Score -186217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -186220.984375 Penalty: 2666.429443
	Iteration 31Q: 3 clusters Score -186221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -186224.468750 Penalty: 2666.429443
	Iteration 32Q: 3 clusters Score -186224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -186226.906250 Penalty: 2666.429443
	Iteration 33Q: 3 clusters Score -186226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -186229.890625 Penalty: 2666.429443
	Iteration 34Q: 3 clusters Score -186229.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -186233.203125 Penalty: 2666.429443
	Iteration 35Q: 3 clusters Score -186233.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -186237.640625 Penalty: 2666.429443
	Iteration 36Q: 3 clusters Score -186237.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -186246.015625 Penalty: 2666.429443
	Iteration 37Q: 3 clusters Score -186246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -186252.921875 Penalty: 2666.429443
	Iteration 38Q: 3 clusters Score -186252.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -186257.609375 Penalty: 2666.429443
	Iteration 39Q: 3 clusters Score -186257.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -186260.812500 Penalty: 2666.429443
	Iteration 40F: 3 clusters Score -186260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -186263.187500 Penalty: 2666.429443
	Iteration 41Q: 3 clusters Score -186263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -186264.343750 Penalty: 2666.429443
	Iteration 42Q: 3 clusters Score -186264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -186266.375000 Penalty: 2666.429443
	Iteration 43Q: 3 clusters Score -186266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -186267.437500 Penalty: 2666.429443
	Iteration 44Q: 3 clusters Score -186267.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -186268.625000 Penalty: 2666.429443
	Iteration 45Q: 3 clusters Score -186268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -186269.578125 Penalty: 2666.429443
	Iteration 46Q: 3 clusters Score -186269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -186270.484375 Penalty: 2666.429443
	Iteration 47Q: 3 clusters Score -186270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -186271.125000 Penalty: 2666.429443
	Iteration 48Q: 3 clusters Score -186271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -186272.500000 Penalty: 2666.429443
	Iteration 49Q: 3 clusters Score -186272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -186273.156250 Penalty: 2666.429443
	Iteration 50Q: 3 clusters Score -186273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -186273.421875 Penalty: 2666.429443
	Iteration 51Q: 3 clusters Score -186273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -186274.375000 Penalty: 2666.429443
	Iteration 52Q: 3 clusters Score -186274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -186274.093750 Penalty: 2666.429443
	Iteration 53Q: 3 clusters Score -186274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -186274.093750 Penalty: 2666.429443
	Iteration 54F: 3 clusters Score -186274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Entering Unmasked Estep 
Score: -2588031.750000 Penalty: 1769.669556
	Iteration 0F: 2 clusters Score -2588032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -2551957.250000 Penalty: 3539.339111
	Iteration 0F: 3 clusters Score -2551957 nChanged 25343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2566380.500000 Penalty: 3539.339111
	Iteration 1F: 3 clusters Score -2566380 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2567030.750000 Penalty: 3539.339111
	Iteration 2Q: 3 clusters Score -2567031 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2567813.000000 Penalty: 3539.339111
	Iteration 3Q: 3 clusters Score -2567813 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2568863.250000 Penalty: 3539.339111
	Iteration 4Q: 3 clusters Score -2568863 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2570424.250000 Penalty: 3539.339111
	Iteration 5F: 3 clusters Score -2570424 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2572796.500000 Penalty: 3539.339111
	Iteration 6F: 3 clusters Score -2572796 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2575895.250000 Penalty: 3539.339111
	Iteration 7F: 3 clusters Score -2575895 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2579076.250000 Penalty: 3539.339111
	Iteration 8F: 3 clusters Score -2579076 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2581549.500000 Penalty: 3539.339111
	Iteration 9F: 3 clusters Score -2581550 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2583243.250000 Penalty: 3539.339111
	Iteration 10Q: 3 clusters Score -2583243 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2584282.250000 Penalty: 3539.339111
	Iteration 11Q: 3 clusters Score -2584282 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2584922.750000 Penalty: 3539.339111
	Iteration 12Q: 3 clusters Score -2584923 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2585345.500000 Penalty: 3539.339111
	Iteration 13Q: 3 clusters Score -2585346 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2585675.500000 Penalty: 3539.339111
	Iteration 14Q: 3 clusters Score -2585676 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2585915.750000 Penalty: 3539.339111
	Iteration 15Q: 3 clusters Score -2585916 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2586088.500000 Penalty: 3539.339111
	Iteration 16Q: 3 clusters Score -2586088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2586216.750000 Penalty: 3539.339111
	Iteration 17Q: 3 clusters Score -2586217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2586304.000000 Penalty: 3539.339111
	Iteration 18Q: 3 clusters Score -2586304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2586366.500000 Penalty: 3539.339111
	Iteration 19Q: 3 clusters Score -2586366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2586412.000000 Penalty: 3539.339111
	Iteration 20F: 3 clusters Score -2586412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2586434.000000 Penalty: 3539.339111
	Iteration 21Q: 3 clusters Score -2586434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2586450.250000 Penalty: 3539.339111
	Iteration 22Q: 3 clusters Score -2586450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2586467.000000 Penalty: 3539.339111
	Iteration 23Q: 3 clusters Score -2586467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2586483.500000 Penalty: 3539.339111
	Iteration 24Q: 3 clusters Score -2586484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2586490.750000 Penalty: 3539.339111
	Iteration 25Q: 3 clusters Score -2586491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2586492.750000 Penalty: 3539.339111
	Iteration 26Q: 3 clusters Score -2586493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2586495.500000 Penalty: 3539.339111
	Iteration 27Q: 3 clusters Score -2586496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2586497.250000 Penalty: 3539.339111
	Iteration 28Q: 3 clusters Score -2586497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2586498.000000 Penalty: 3539.339111
	Iteration 29Q: 3 clusters Score -2586498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2586499.750000 Penalty: 3539.339111
	Iteration 30Q: 3 clusters Score -2586500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2586499.750000 Penalty: 3539.339111
	Iteration 31F: 3 clusters Score -2586500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -320832.562500 Penalty: 1418.474487
	Iteration 0F: 2 clusters Score -320832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -316133.312500 Penalty: 2836.948975
	Iteration 0F: 3 clusters Score -316133.3 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -317512.468750 Penalty: 2836.948975
	Iteration 1F: 3 clusters Score -317512.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -317733.531250 Penalty: 2836.948975
	Iteration 2F: 3 clusters Score -317733.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -317875.281250 Penalty: 2836.948975
	Iteration 3F: 3 clusters Score -317875.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -318000.625000 Penalty: 2836.948975
	Iteration 4Q: 3 clusters Score -318000.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -318141.218750 Penalty: 2836.948975
	Iteration 5Q: 3 clusters Score -318141.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -318309.031250 Penalty: 2836.948975
	Iteration 6Q: 3 clusters Score -318309 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -318510.218750 Penalty: 2836.948975
	Iteration 7Q: 3 clusters Score -318510.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -318725.718750 Penalty: 2836.948975
	Iteration 8Q: 3 clusters Score -318725.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -318958.875000 Penalty: 2836.948975
	Iteration 9Q: 3 clusters Score -318958.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -319156.156250 Penalty: 2836.948975
	Iteration 10Q: 3 clusters Score -319156.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -319310.343750 Penalty: 2836.948975
	Iteration 11Q: 3 clusters Score -319310.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -319415.937500 Penalty: 2836.948975
	Iteration 12Q: 3 clusters Score -319415.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -319489.156250 Penalty: 2836.948975
	Iteration 13Q: 3 clusters Score -319489.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -319539.093750 Penalty: 2836.948975
	Iteration 14Q: 3 clusters Score -319539.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -319570.750000 Penalty: 2836.948975
	Iteration 15Q: 3 clusters Score -319570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -319592.375000 Penalty: 2836.948975
	Iteration 16Q: 3 clusters Score -319592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -319609.343750 Penalty: 2836.948975
	Iteration 17Q: 3 clusters Score -319609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -319616.843750 Penalty: 2836.948975
	Iteration 18Q: 3 clusters Score -319616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -319621.437500 Penalty: 2836.948975
	Iteration 19Q: 3 clusters Score -319621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -319624.250000 Penalty: 2836.948975
	Iteration 20F: 3 clusters Score -319624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -319627.625000 Penalty: 2836.948975
	Iteration 21Q: 3 clusters Score -319627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -319628.906250 Penalty: 2836.948975
	Iteration 22Q: 3 clusters Score -319628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -319628.906250 Penalty: 2836.948975
	Iteration 23F: 3 clusters Score -319628.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Entering Unmasked Estep 
Score: -1099460.250000 Penalty: 1627.899414
	Iteration 0F: 2 clusters Score -1099460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1084213.375000 Penalty: 3255.798828
	Iteration 0F: 3 clusters Score -1084213 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1090049.000000 Penalty: 3255.798828
	Iteration 1F: 3 clusters Score -1090049 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1090716.375000 Penalty: 3255.798828
	Iteration 2F: 3 clusters Score -1090716 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1091578.750000 Penalty: 3255.798828
	Iteration 3F: 3 clusters Score -1091579 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1092623.250000 Penalty: 3255.798828
	Iteration 4F: 3 clusters Score -1092623 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1093864.000000 Penalty: 3255.798828
	Iteration 5F: 3 clusters Score -1093864 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1095344.500000 Penalty: 3255.798828
	Iteration 6F: 3 clusters Score -1095344 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1096755.250000 Penalty: 3255.798828
	Iteration 7F: 3 clusters Score -1096755 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1097620.875000 Penalty: 3255.798828
	Iteration 8Q: 3 clusters Score -1097621 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1097893.500000 Penalty: 3255.798828
	Iteration 9Q: 3 clusters Score -1097894 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1097985.750000 Penalty: 3255.798828
	Iteration 10Q: 3 clusters Score -1097986 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1098026.500000 Penalty: 3255.798828
	Iteration 11Q: 3 clusters Score -1098026 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1098058.125000 Penalty: 3255.798828
	Iteration 12Q: 3 clusters Score -1098058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1098078.375000 Penalty: 3255.798828
	Iteration 13Q: 3 clusters Score -1098078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1098099.375000 Penalty: 3255.798828
	Iteration 14Q: 3 clusters Score -1098099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1098112.500000 Penalty: 3255.798828
	Iteration 15Q: 3 clusters Score -1098112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1098121.250000 Penalty: 3255.798828
	Iteration 16Q: 3 clusters Score -1098121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1098127.500000 Penalty: 3255.798828
	Iteration 17Q: 3 clusters Score -1098128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1098142.125000 Penalty: 3255.798828
	Iteration 18Q: 3 clusters Score -1098142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1098148.625000 Penalty: 3255.798828
	Iteration 19Q: 3 clusters Score -1098149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1098152.000000 Penalty: 3255.798828
	Iteration 20F: 3 clusters Score -1098152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1098153.625000 Penalty: 3255.798828
	Iteration 21Q: 3 clusters Score -1098154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1098157.500000 Penalty: 3255.798828
	Iteration 22Q: 3 clusters Score -1098158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -1098165.375000 Penalty: 3255.798828
	Iteration 23Q: 3 clusters Score -1098165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1098166.000000 Penalty: 3255.798828
	Iteration 24Q: 3 clusters Score -1098166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1098169.375000 Penalty: 3255.798828
	Iteration 25Q: 3 clusters Score -1098169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1098172.375000 Penalty: 3255.798828
	Iteration 26Q: 3 clusters Score -1098172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1098172.250000 Penalty: 3255.798828
	Iteration 27Q: 3 clusters Score -1098172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1098174.875000 Penalty: 3255.798828
	Iteration 28Q: 3 clusters Score -1098175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1098176.000000 Penalty: 3255.798828
	Iteration 29Q: 3 clusters Score -1098176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1098182.125000 Penalty: 3255.798828
	Iteration 30Q: 3 clusters Score -1098182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1098188.250000 Penalty: 3255.798828
	Iteration 31Q: 3 clusters Score -1098188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1098193.250000 Penalty: 3255.798828
	Iteration 32Q: 3 clusters Score -1098193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1098197.125000 Penalty: 3255.798828
	Iteration 33Q: 3 clusters Score -1098197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1098205.625000 Penalty: 3255.798828
	Iteration 34Q: 3 clusters Score -1098206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1098213.250000 Penalty: 3255.798828
	Iteration 35Q: 3 clusters Score -1098213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1098215.875000 Penalty: 3255.798828
	Iteration 36Q: 3 clusters Score -1098216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1098218.375000 Penalty: 3255.798828
	Iteration 37Q: 3 clusters Score -1098218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1098224.125000 Penalty: 3255.798828
	Iteration 38Q: 3 clusters Score -1098224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1098232.000000 Penalty: 3255.798828
	Iteration 39Q: 3 clusters Score -1098232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1098234.750000 Penalty: 3255.798828
	Iteration 40F: 3 clusters Score -1098235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1098238.875000 Penalty: 3255.798828
	Iteration 41Q: 3 clusters Score -1098239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1098240.625000 Penalty: 3255.798828
	Iteration 42Q: 3 clusters Score -1098241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1098242.500000 Penalty: 3255.798828
	Iteration 43Q: 3 clusters Score -1098242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -1098245.125000 Penalty: 3255.798828
	Iteration 44Q: 3 clusters Score -1098245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1098248.750000 Penalty: 3255.798828
	Iteration 45Q: 3 clusters Score -1098249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1098252.000000 Penalty: 3255.798828
	Iteration 46Q: 3 clusters Score -1098252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1098252.500000 Penalty: 3255.798828
	Iteration 47Q: 3 clusters Score -1098252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1098252.875000 Penalty: 3255.798828
	Iteration 48Q: 3 clusters Score -1098253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1098258.000000 Penalty: 3255.798828
	Iteration 49Q: 3 clusters Score -1098258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -1098261.500000 Penalty: 3255.798828
	Iteration 50Q: 3 clusters Score -1098262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1098264.375000 Penalty: 3255.798828
	Iteration 51Q: 3 clusters Score -1098264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1098267.750000 Penalty: 3255.798828
	Iteration 52Q: 3 clusters Score -1098268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -1098269.500000 Penalty: 3255.798828
	Iteration 53Q: 3 clusters Score -1098270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1098273.500000 Penalty: 3255.798828
	Iteration 54Q: 3 clusters Score -1098274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1098273.875000 Penalty: 3255.798828
	Iteration 55Q: 3 clusters Score -1098274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1098273.000000 Penalty: 3255.798828
	Iteration 56Q: 3 clusters Score -1098273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1098273.750000 Penalty: 3255.798828
	Iteration 57Q: 3 clusters Score -1098274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1098275.000000 Penalty: 3255.798828
	Iteration 58Q: 3 clusters Score -1098275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1098275.125000 Penalty: 3255.798828
	Iteration 59Q: 3 clusters Score -1098275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1098277.750000 Penalty: 3255.798828
	Iteration 60F: 3 clusters Score -1098278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1098277.875000 Penalty: 3255.798828
	Iteration 61Q: 3 clusters Score -1098278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1098277.875000 Penalty: 3255.798828
	Iteration 62F: 3 clusters Score -1098278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Entering Unmasked Estep 
Score: -3823125.250000 Penalty: 1832.952271
	Iteration 0F: 2 clusters Score -3823125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -3770080.000000 Penalty: 3665.904541
	Iteration 0F: 3 clusters Score -3770080 nChanged 37668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -3791624.000000 Penalty: 3665.904541
	Iteration 1F: 3 clusters Score -3791624 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -3792335.750000 Penalty: 3665.904541
	Iteration 2Q: 3 clusters Score -3792336 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -3793275.750000 Penalty: 3665.904541
	Iteration 3Q: 3 clusters Score -3793276 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -3794647.000000 Penalty: 3665.904541
	Iteration 4Q: 3 clusters Score -3794647 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -3796558.750000 Penalty: 3665.904541
	Iteration 5Q: 3 clusters Score -3796559 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -3799241.500000 Penalty: 3665.904541
	Iteration 6F: 3 clusters Score -3799242 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3802799.250000 Penalty: 3665.904541
	Iteration 7F: 3 clusters Score -3802799 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3806834.750000 Penalty: 3665.904541
	Iteration 8F: 3 clusters Score -3806835 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3809995.750000 Penalty: 3665.904541
	Iteration 9F: 3 clusters Score -3809996 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3811793.500000 Penalty: 3665.904541
	Iteration 10Q: 3 clusters Score -3811794 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3812745.500000 Penalty: 3665.904541
	Iteration 11Q: 3 clusters Score -3812746 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3813426.500000 Penalty: 3665.904541
	Iteration 12Q: 3 clusters Score -3813426 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3814031.750000 Penalty: 3665.904541
	Iteration 13Q: 3 clusters Score -3814032 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3814641.500000 Penalty: 3665.904541
	Iteration 14Q: 3 clusters Score -3814642 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3815225.250000 Penalty: 3665.904541
	Iteration 15Q: 3 clusters Score -3815225 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3815803.000000 Penalty: 3665.904541
	Iteration 16Q: 3 clusters Score -3815803 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3816365.750000 Penalty: 3665.904541
	Iteration 17Q: 3 clusters Score -3816366 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3816946.500000 Penalty: 3665.904541
	Iteration 18Q: 3 clusters Score -3816946 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3817517.750000 Penalty: 3665.904541
	Iteration 19Q: 3 clusters Score -3817518 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3818117.250000 Penalty: 3665.904541
	Iteration 20F: 3 clusters Score -3818117 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3818674.000000 Penalty: 3665.904541
	Iteration 21Q: 3 clusters Score -3818674 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3819238.750000 Penalty: 3665.904541
	Iteration 22Q: 3 clusters Score -3819239 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3819812.250000 Penalty: 3665.904541
	Iteration 23Q: 3 clusters Score -3819812 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3820384.500000 Penalty: 3665.904541
	Iteration 24Q: 3 clusters Score -3820384 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3820899.500000 Penalty: 3665.904541
	Iteration 25Q: 3 clusters Score -3820900 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3821300.000000 Penalty: 3665.904541
	Iteration 26Q: 3 clusters Score -3821300 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3821584.250000 Penalty: 3665.904541
	Iteration 27Q: 3 clusters Score -3821584 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3821772.250000 Penalty: 3665.904541
	Iteration 28Q: 3 clusters Score -3821772 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3821933.000000 Penalty: 3665.904541
	Iteration 29Q: 3 clusters Score -3821933 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3822071.500000 Penalty: 3665.904541
	Iteration 30Q: 3 clusters Score -3822072 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3822183.750000 Penalty: 3665.904541
	Iteration 31Q: 3 clusters Score -3822184 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3822286.000000 Penalty: 3665.904541
	Iteration 32Q: 3 clusters Score -3822286 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3822322.750000 Penalty: 3665.904541
	Iteration 33Q: 3 clusters Score -3822323 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3822378.250000 Penalty: 3665.904541
	Iteration 34Q: 3 clusters Score -3822378 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3822410.250000 Penalty: 3665.904541
	Iteration 35Q: 3 clusters Score -3822410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3822427.000000 Penalty: 3665.904541
	Iteration 36Q: 3 clusters Score -3822427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3822446.000000 Penalty: 3665.904541
	Iteration 37Q: 3 clusters Score -3822446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3822445.750000 Penalty: 3665.904541
	Iteration 38Q: 3 clusters Score -3822446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3822465.250000 Penalty: 3665.904541
	Iteration 39Q: 3 clusters Score -3822465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3822462.000000 Penalty: 3665.904541
	Iteration 40F: 3 clusters Score -3822462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3822470.000000 Penalty: 3665.904541
	Iteration 41Q: 3 clusters Score -3822470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3822480.000000 Penalty: 3665.904541
	Iteration 42Q: 3 clusters Score -3822480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3822481.750000 Penalty: 3665.904541
	Iteration 43Q: 3 clusters Score -3822482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3822482.500000 Penalty: 3665.904541
	Iteration 44Q: 3 clusters Score -3822482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3822484.500000 Penalty: 3665.904541
	Iteration 45Q: 3 clusters Score -3822484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3822487.500000 Penalty: 3665.904541
	Iteration 46Q: 3 clusters Score -3822488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3822498.250000 Penalty: 3665.904541
	Iteration 47Q: 3 clusters Score -3822498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3822500.250000 Penalty: 3665.904541
	Iteration 48Q: 3 clusters Score -3822500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3822497.250000 Penalty: 3665.904541
	Iteration 49Q: 3 clusters Score -3822497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3822499.000000 Penalty: 3665.904541
	Iteration 50Q: 3 clusters Score -3822499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3822508.500000 Penalty: 3665.904541
	Iteration 51Q: 3 clusters Score -3822508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3822508.000000 Penalty: 3665.904541
	Iteration 52Q: 3 clusters Score -3822508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3822504.500000 Penalty: 3665.904541
	Iteration 53Q: 3 clusters Score -3822504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3822504.500000 Penalty: 3665.904541
	Iteration 54Q: 3 clusters Score -3822504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3822499.750000 Penalty: 3665.904541
	Iteration 55Q: 3 clusters Score -3822500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3822500.000000 Penalty: 3665.904541
	Iteration 56Q: 3 clusters Score -3822500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3822505.000000 Penalty: 3665.904541
	Iteration 57Q: 3 clusters Score -3822505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3822504.250000 Penalty: 3665.904541
	Iteration 58Q: 3 clusters Score -3822504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3822500.750000 Penalty: 3665.904541
	Iteration 59Q: 3 clusters Score -3822501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3822499.750000 Penalty: 3665.904541
	Iteration 60F: 3 clusters Score -3822500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Entering Unmasked Estep 
Score: -370583.875000 Penalty: 1454.461548
	Iteration 0F: 2 clusters Score -370583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -364826.312500 Penalty: 2908.923096
	Iteration 0F: 3 clusters Score -364826.3 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -366638.343750 Penalty: 2908.923096
	Iteration 1F: 3 clusters Score -366638.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -366848.968750 Penalty: 2908.923096
	Iteration 2F: 3 clusters Score -366849 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -366986.343750 Penalty: 2908.923096
	Iteration 3Q: 3 clusters Score -366986.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -367092.468750 Penalty: 2908.923096
	Iteration 4Q: 3 clusters Score -367092.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -367191.593750 Penalty: 2908.923096
	Iteration 5Q: 3 clusters Score -367191.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -367291.843750 Penalty: 2908.923096
	Iteration 6Q: 3 clusters Score -367291.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -367389.812500 Penalty: 2908.923096
	Iteration 7Q: 3 clusters Score -367389.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -367494.937500 Penalty: 2908.923096
	Iteration 8Q: 3 clusters Score -367494.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -367615.218750 Penalty: 2908.923096
	Iteration 9Q: 3 clusters Score -367615.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -367775.562500 Penalty: 2908.923096
	Iteration 10Q: 3 clusters Score -367775.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -367970.500000 Penalty: 2908.923096
	Iteration 11Q: 3 clusters Score -367970.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -368171.156250 Penalty: 2908.923096
	Iteration 12Q: 3 clusters Score -368171.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -368386.281250 Penalty: 2908.923096
	Iteration 13Q: 3 clusters Score -368386.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -368615.437500 Penalty: 2908.923096
	Iteration 14Q: 3 clusters Score -368615.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -368843.218750 Penalty: 2908.923096
	Iteration 15Q: 3 clusters Score -368843.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -369031.187500 Penalty: 2908.923096
	Iteration 16Q: 3 clusters Score -369031.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -369138.687500 Penalty: 2908.923096
	Iteration 17Q: 3 clusters Score -369138.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -369204.906250 Penalty: 2908.923096
	Iteration 18Q: 3 clusters Score -369204.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -369250.750000 Penalty: 2908.923096
	Iteration 19Q: 3 clusters Score -369250.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -369278.531250 Penalty: 2908.923096
	Iteration 20F: 3 clusters Score -369278.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -369296.312500 Penalty: 2908.923096
	Iteration 21Q: 3 clusters Score -369296.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -369313.562500 Penalty: 2908.923096
	Iteration 22Q: 3 clusters Score -369313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -369323.875000 Penalty: 2908.923096
	Iteration 23Q: 3 clusters Score -369323.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -369332.906250 Penalty: 2908.923096
	Iteration 24Q: 3 clusters Score -369332.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -369339.687500 Penalty: 2908.923096
	Iteration 25Q: 3 clusters Score -369339.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -369344.218750 Penalty: 2908.923096
	Iteration 26Q: 3 clusters Score -369344.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -369349.187500 Penalty: 2908.923096
	Iteration 27Q: 3 clusters Score -369349.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -369354.875000 Penalty: 2908.923096
	Iteration 28Q: 3 clusters Score -369354.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -369358.843750 Penalty: 2908.923096
	Iteration 29Q: 3 clusters Score -369358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -369363.718750 Penalty: 2908.923096
	Iteration 30Q: 3 clusters Score -369363.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -369367.593750 Penalty: 2908.923096
	Iteration 31Q: 3 clusters Score -369367.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -369370.218750 Penalty: 2908.923096
	Iteration 32Q: 3 clusters Score -369370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -369372.250000 Penalty: 2908.923096
	Iteration 33Q: 3 clusters Score -369372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -369372.781250 Penalty: 2908.923096
	Iteration 34Q: 3 clusters Score -369372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -369372.781250 Penalty: 2908.923096
	Iteration 35Q: 3 clusters Score -369372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -369374.312500 Penalty: 2908.923096
	Iteration 36Q: 3 clusters Score -369374.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -369376.562500 Penalty: 2908.923096
	Iteration 37Q: 3 clusters Score -369376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -369378.625000 Penalty: 2908.923096
	Iteration 38Q: 3 clusters Score -369378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -369381.281250 Penalty: 2908.923096
	Iteration 39Q: 3 clusters Score -369381.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -369383.687500 Penalty: 2908.923096
	Iteration 40F: 3 clusters Score -369383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -369388.218750 Penalty: 2908.923096
	Iteration 41Q: 3 clusters Score -369388.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369389.562500 Penalty: 2908.923096
	Iteration 42Q: 3 clusters Score -369389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -369391.937500 Penalty: 2908.923096
	Iteration 43Q: 3 clusters Score -369391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -369392.500000 Penalty: 2908.923096
	Iteration 44Q: 3 clusters Score -369392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -369392.656250 Penalty: 2908.923096
	Iteration 45Q: 3 clusters Score -369392.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -369393.093750 Penalty: 2908.923096
	Iteration 46Q: 3 clusters Score -369393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -369393.156250 Penalty: 2908.923096
	Iteration 47Q: 3 clusters Score -369393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -369393.875000 Penalty: 2908.923096
	Iteration 48Q: 3 clusters Score -369393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369394.250000 Penalty: 2908.923096
	Iteration 49Q: 3 clusters Score -369394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369394.250000 Penalty: 2908.923096
	Iteration 50F: 3 clusters Score -369394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Entering Unmasked Estep 
Score: -622242.500000 Penalty: 1536.082642
	Iteration 0F: 2 clusters Score -622242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -613283.625000 Penalty: 3072.165283
	Iteration 0F: 3 clusters Score -613283.6 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -616311.000000 Penalty: 3072.165283
	Iteration 1F: 3 clusters Score -616311 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -616542.687500 Penalty: 3072.165283
	Iteration 2F: 3 clusters Score -616542.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -616762.937500 Penalty: 3072.165283
	Iteration 3Q: 3 clusters Score -616762.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -616997.812500 Penalty: 3072.165283
	Iteration 4Q: 3 clusters Score -616997.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -617268.375000 Penalty: 3072.165283
	Iteration 5Q: 3 clusters Score -617268.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -617624.687500 Penalty: 3072.165283
	Iteration 6Q: 3 clusters Score -617624.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -618001.062500 Penalty: 3072.165283
	Iteration 7Q: 3 clusters Score -618001.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -618414.312500 Penalty: 3072.165283
	Iteration 8F: 3 clusters Score -618414.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -618842.437500 Penalty: 3072.165283
	Iteration 9F: 3 clusters Score -618842.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -619251.187500 Penalty: 3072.165283
	Iteration 10Q: 3 clusters Score -619251.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -619563.187500 Penalty: 3072.165283
	Iteration 11Q: 3 clusters Score -619563.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -619763.500000 Penalty: 3072.165283
	Iteration 12Q: 3 clusters Score -619763.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -619859.312500 Penalty: 3072.165283
	Iteration 13Q: 3 clusters Score -619859.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -619913.312500 Penalty: 3072.165283
	Iteration 14Q: 3 clusters Score -619913.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -619954.500000 Penalty: 3072.165283
	Iteration 15Q: 3 clusters Score -619954.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -619982.500000 Penalty: 3072.165283
	Iteration 16Q: 3 clusters Score -619982.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -620002.000000 Penalty: 3072.165283
	Iteration 17Q: 3 clusters Score -620002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -620011.875000 Penalty: 3072.165283
	Iteration 18Q: 3 clusters Score -620011.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -620020.687500 Penalty: 3072.165283
	Iteration 19Q: 3 clusters Score -620020.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -620027.562500 Penalty: 3072.165283
	Iteration 20F: 3 clusters Score -620027.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -620034.562500 Penalty: 3072.165283
	Iteration 21Q: 3 clusters Score -620034.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -620043.875000 Penalty: 3072.165283
	Iteration 22Q: 3 clusters Score -620043.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -620048.500000 Penalty: 3072.165283
	Iteration 23Q: 3 clusters Score -620048.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -620053.062500 Penalty: 3072.165283
	Iteration 24Q: 3 clusters Score -620053.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -620055.687500 Penalty: 3072.165283
	Iteration 25Q: 3 clusters Score -620055.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -620060.562500 Penalty: 3072.165283
	Iteration 26Q: 3 clusters Score -620060.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -620065.000000 Penalty: 3072.165283
	Iteration 27Q: 3 clusters Score -620065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -620067.875000 Penalty: 3072.165283
	Iteration 28Q: 3 clusters Score -620067.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -620071.312500 Penalty: 3072.165283
	Iteration 29Q: 3 clusters Score -620071.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -620075.187500 Penalty: 3072.165283
	Iteration 30Q: 3 clusters Score -620075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -620078.250000 Penalty: 3072.165283
	Iteration 31Q: 3 clusters Score -620078.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -620078.187500 Penalty: 3072.165283
	Iteration 32Q: 3 clusters Score -620078.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -620082.375000 Penalty: 3072.165283
	Iteration 33Q: 3 clusters Score -620082.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -620086.187500 Penalty: 3072.165283
	Iteration 34Q: 3 clusters Score -620086.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -620090.000000 Penalty: 3072.165283
	Iteration 35Q: 3 clusters Score -620090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -620093.312500 Penalty: 3072.165283
	Iteration 36Q: 3 clusters Score -620093.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -620097.500000 Penalty: 3072.165283
	Iteration 37Q: 3 clusters Score -620097.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -620101.812500 Penalty: 3072.165283
	Iteration 38Q: 3 clusters Score -620101.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -620107.750000 Penalty: 3072.165283
	Iteration 39Q: 3 clusters Score -620107.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -620113.000000 Penalty: 3072.165283
	Iteration 40F: 3 clusters Score -620113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -620119.687500 Penalty: 3072.165283
	Iteration 41Q: 3 clusters Score -620119.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -620124.562500 Penalty: 3072.165283
	Iteration 42Q: 3 clusters Score -620124.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -620128.437500 Penalty: 3072.165283
	Iteration 43Q: 3 clusters Score -620128.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -620134.500000 Penalty: 3072.165283
	Iteration 44Q: 3 clusters Score -620134.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -620138.500000 Penalty: 3072.165283
	Iteration 45Q: 3 clusters Score -620138.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -620147.062500 Penalty: 3072.165283
	Iteration 46Q: 3 clusters Score -620147.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -620150.562500 Penalty: 3072.165283
	Iteration 47Q: 3 clusters Score -620150.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -620153.312500 Penalty: 3072.165283
	Iteration 48Q: 3 clusters Score -620153.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -620154.187500 Penalty: 3072.165283
	Iteration 49Q: 3 clusters Score -620154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -620156.500000 Penalty: 3072.165283
	Iteration 50Q: 3 clusters Score -620156.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -620157.875000 Penalty: 3072.165283
	Iteration 51Q: 3 clusters Score -620157.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -620160.812500 Penalty: 3072.165283
	Iteration 52Q: 3 clusters Score -620160.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -620163.250000 Penalty: 3072.165283
	Iteration 53Q: 3 clusters Score -620163.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -620166.687500 Penalty: 3072.165283
	Iteration 54Q: 3 clusters Score -620166.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -620167.812500 Penalty: 3072.165283
	Iteration 55Q: 3 clusters Score -620167.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -620170.687500 Penalty: 3072.165283
	Iteration 56Q: 3 clusters Score -620170.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -620172.562500 Penalty: 3072.165283
	Iteration 57Q: 3 clusters Score -620172.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -620175.937500 Penalty: 3072.165283
	Iteration 58Q: 3 clusters Score -620175.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -620179.312500 Penalty: 3072.165283
	Iteration 59Q: 3 clusters Score -620179.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -620183.625000 Penalty: 3072.165283
	Iteration 60F: 3 clusters Score -620183.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -620187.125000 Penalty: 3072.165283
	Iteration 61Q: 3 clusters Score -620187.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -620189.000000 Penalty: 3072.165283
	Iteration 62Q: 3 clusters Score -620189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -620190.125000 Penalty: 3072.165283
	Iteration 63Q: 3 clusters Score -620190.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -620193.812500 Penalty: 3072.165283
	Iteration 64Q: 3 clusters Score -620193.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -620197.437500 Penalty: 3072.165283
	Iteration 65Q: 3 clusters Score -620197.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -620202.562500 Penalty: 3072.165283
	Iteration 66Q: 3 clusters Score -620202.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -620207.875000 Penalty: 3072.165283
	Iteration 67Q: 3 clusters Score -620207.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -620208.250000 Penalty: 3072.165283
	Iteration 68Q: 3 clusters Score -620208.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -620209.250000 Penalty: 3072.165283
	Iteration 69Q: 3 clusters Score -620209.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -620210.687500 Penalty: 3072.165283
	Iteration 70Q: 3 clusters Score -620210.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -620209.937500 Penalty: 3072.165283
	Iteration 71Q: 3 clusters Score -620209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -620214.312500 Penalty: 3072.165283
	Iteration 72Q: 3 clusters Score -620214.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -620214.937500 Penalty: 3072.165283
	Iteration 73Q: 3 clusters Score -620214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -620218.062500 Penalty: 3072.165283
	Iteration 74Q: 3 clusters Score -620218.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -620220.312500 Penalty: 3072.165283
	Iteration 75Q: 3 clusters Score -620220.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -620221.875000 Penalty: 3072.165283
	Iteration 76Q: 3 clusters Score -620221.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -620224.937500 Penalty: 3072.165283
	Iteration 77Q: 3 clusters Score -620224.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -620227.750000 Penalty: 3072.165283
	Iteration 78Q: 3 clusters Score -620227.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -620231.375000 Penalty: 3072.165283
	Iteration 79Q: 3 clusters Score -620231.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -620233.875000 Penalty: 3072.165283
	Iteration 80F: 3 clusters Score -620233.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -620235.812500 Penalty: 3072.165283
	Iteration 81Q: 3 clusters Score -620235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -620237.812500 Penalty: 3072.165283
	Iteration 82Q: 3 clusters Score -620237.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -620237.875000 Penalty: 3072.165283
	Iteration 83Q: 3 clusters Score -620237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -620237.875000 Penalty: 3072.165283
	Iteration 84Q: 3 clusters Score -620237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -620240.250000 Penalty: 3072.165283
	Iteration 85Q: 3 clusters Score -620240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -620240.250000 Penalty: 3072.165283
	Iteration 86Q: 3 clusters Score -620240.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -620240.937500 Penalty: 3072.165283
	Iteration 87Q: 3 clusters Score -620240.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -620245.125000 Penalty: 3072.165283
	Iteration 88Q: 3 clusters Score -620245.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -620247.750000 Penalty: 3072.165283
	Iteration 89Q: 3 clusters Score -620247.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -620248.500000 Penalty: 3072.165283
	Iteration 90Q: 3 clusters Score -620248.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -620250.875000 Penalty: 3072.165283
	Iteration 91Q: 3 clusters Score -620250.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -620253.625000 Penalty: 3072.165283
	Iteration 92Q: 3 clusters Score -620253.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -620255.312500 Penalty: 3072.165283
	Iteration 93Q: 3 clusters Score -620255.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -620260.562500 Penalty: 3072.165283
	Iteration 94Q: 3 clusters Score -620260.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -620265.437500 Penalty: 3072.165283
	Iteration 95Q: 3 clusters Score -620265.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -620274.062500 Penalty: 3072.165283
	Iteration 96Q: 3 clusters Score -620274.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -620278.125000 Penalty: 3072.165283
	Iteration 97Q: 3 clusters Score -620278.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -620286.375000 Penalty: 3072.165283
	Iteration 98Q: 3 clusters Score -620286.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -620296.937500 Penalty: 3072.165283
	Iteration 99Q: 3 clusters Score -620296.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -620303.187500 Penalty: 3072.165283
	Iteration 100F: 3 clusters Score -620303.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -620312.375000 Penalty: 3072.165283
	Iteration 101Q: 3 clusters Score -620312.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -620320.437500 Penalty: 3072.165283
	Iteration 102Q: 3 clusters Score -620320.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -620329.125000 Penalty: 3072.165283
	Iteration 103Q: 3 clusters Score -620329.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -620338.562500 Penalty: 3072.165283
	Iteration 104Q: 3 clusters Score -620338.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -620347.000000 Penalty: 3072.165283
	Iteration 105Q: 3 clusters Score -620347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -620352.250000 Penalty: 3072.165283
	Iteration 106Q: 3 clusters Score -620352.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -620358.062500 Penalty: 3072.165283
	Iteration 107Q: 3 clusters Score -620358.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -620362.812500 Penalty: 3072.165283
	Iteration 108Q: 3 clusters Score -620362.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -620370.625000 Penalty: 3072.165283
	Iteration 109Q: 3 clusters Score -620370.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -620374.000000 Penalty: 3072.165283
	Iteration 110Q: 3 clusters Score -620374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -620378.500000 Penalty: 3072.165283
	Iteration 111Q: 3 clusters Score -620378.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -620382.312500 Penalty: 3072.165283
	Iteration 112Q: 3 clusters Score -620382.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -620385.125000 Penalty: 3072.165283
	Iteration 113Q: 3 clusters Score -620385.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -620390.437500 Penalty: 3072.165283
	Iteration 114Q: 3 clusters Score -620390.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -620395.437500 Penalty: 3072.165283
	Iteration 115Q: 3 clusters Score -620395.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -620402.625000 Penalty: 3072.165283
	Iteration 116Q: 3 clusters Score -620402.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -620409.000000 Penalty: 3072.165283
	Iteration 117Q: 3 clusters Score -620409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -620422.312500 Penalty: 3072.165283
	Iteration 118Q: 3 clusters Score -620422.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -620432.375000 Penalty: 3072.165283
	Iteration 119Q: 3 clusters Score -620432.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -620447.500000 Penalty: 3072.165283
	Iteration 120F: 3 clusters Score -620447.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -620463.750000 Penalty: 3072.165283
	Iteration 121Q: 3 clusters Score -620463.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -620474.875000 Penalty: 3072.165283
	Iteration 122Q: 3 clusters Score -620474.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -620484.437500 Penalty: 3072.165283
	Iteration 123Q: 3 clusters Score -620484.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -620497.375000 Penalty: 3072.165283
	Iteration 124Q: 3 clusters Score -620497.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -620505.562500 Penalty: 3072.165283
	Iteration 125Q: 3 clusters Score -620505.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -620513.437500 Penalty: 3072.165283
	Iteration 126Q: 3 clusters Score -620513.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -620519.500000 Penalty: 3072.165283
	Iteration 127Q: 3 clusters Score -620519.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -620528.062500 Penalty: 3072.165283
	Iteration 128Q: 3 clusters Score -620528.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -620537.937500 Penalty: 3072.165283
	Iteration 129Q: 3 clusters Score -620537.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -620549.062500 Penalty: 3072.165283
	Iteration 130Q: 3 clusters Score -620549.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -620556.312500 Penalty: 3072.165283
	Iteration 131Q: 3 clusters Score -620556.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -620563.125000 Penalty: 3072.165283
	Iteration 132Q: 3 clusters Score -620563.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -620567.687500 Penalty: 3072.165283
	Iteration 133Q: 3 clusters Score -620567.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -620577.250000 Penalty: 3072.165283
	Iteration 134Q: 3 clusters Score -620577.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -620583.562500 Penalty: 3072.165283
	Iteration 135Q: 3 clusters Score -620583.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -620588.437500 Penalty: 3072.165283
	Iteration 136Q: 3 clusters Score -620588.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -620595.250000 Penalty: 3072.165283
	Iteration 137Q: 3 clusters Score -620595.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -620601.937500 Penalty: 3072.165283
	Iteration 138Q: 3 clusters Score -620601.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -620613.687500 Penalty: 3072.165283
	Iteration 139Q: 3 clusters Score -620613.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -620621.500000 Penalty: 3072.165283
	Iteration 140F: 3 clusters Score -620621.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -620631.312500 Penalty: 3072.165283
	Iteration 141Q: 3 clusters Score -620631.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -620640.750000 Penalty: 3072.165283
	Iteration 142Q: 3 clusters Score -620640.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -620650.625000 Penalty: 3072.165283
	Iteration 143Q: 3 clusters Score -620650.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -620661.000000 Penalty: 3072.165283
	Iteration 144Q: 3 clusters Score -620661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -620671.937500 Penalty: 3072.165283
	Iteration 145Q: 3 clusters Score -620671.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -620682.875000 Penalty: 3072.165283
	Iteration 146Q: 3 clusters Score -620682.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -620692.625000 Penalty: 3072.165283
	Iteration 147Q: 3 clusters Score -620692.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -620705.375000 Penalty: 3072.165283
	Iteration 148Q: 3 clusters Score -620705.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -620715.062500 Penalty: 3072.165283
	Iteration 149Q: 3 clusters Score -620715.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -620724.875000 Penalty: 3072.165283
	Iteration 150Q: 3 clusters Score -620724.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -620731.562500 Penalty: 3072.165283
	Iteration 151Q: 3 clusters Score -620731.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -620741.750000 Penalty: 3072.165283
	Iteration 152Q: 3 clusters Score -620741.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -620756.062500 Penalty: 3072.165283
	Iteration 153Q: 3 clusters Score -620756.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -620764.312500 Penalty: 3072.165283
	Iteration 154Q: 3 clusters Score -620764.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -620773.062500 Penalty: 3072.165283
	Iteration 155Q: 3 clusters Score -620773.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -620786.625000 Penalty: 3072.165283
	Iteration 156Q: 3 clusters Score -620786.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -620803.750000 Penalty: 3072.165283
	Iteration 157Q: 3 clusters Score -620803.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -620822.937500 Penalty: 3072.165283
	Iteration 158Q: 3 clusters Score -620822.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -620843.375000 Penalty: 3072.165283
	Iteration 159Q: 3 clusters Score -620843.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -620853.562500 Penalty: 3072.165283
	Iteration 160F: 3 clusters Score -620853.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -620861.562500 Penalty: 3072.165283
	Iteration 161Q: 3 clusters Score -620861.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -620871.250000 Penalty: 3072.165283
	Iteration 162Q: 3 clusters Score -620871.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -620881.812500 Penalty: 3072.165283
	Iteration 163Q: 3 clusters Score -620881.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -620893.187500 Penalty: 3072.165283
	Iteration 164Q: 3 clusters Score -620893.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -620899.500000 Penalty: 3072.165283
	Iteration 165Q: 3 clusters Score -620899.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -620905.187500 Penalty: 3072.165283
	Iteration 166Q: 3 clusters Score -620905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -620908.000000 Penalty: 3072.165283
	Iteration 167Q: 3 clusters Score -620908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -620913.750000 Penalty: 3072.165283
	Iteration 168Q: 3 clusters Score -620913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -620919.187500 Penalty: 3072.165283
	Iteration 169Q: 3 clusters Score -620919.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -620920.687500 Penalty: 3072.165283
	Iteration 170Q: 3 clusters Score -620920.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -620921.000000 Penalty: 3072.165283
	Iteration 171Q: 3 clusters Score -620921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -620921.000000 Penalty: 3072.165283
	Iteration 172F: 3 clusters Score -620921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -324285.968750 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -324286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -319285.250000 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -319285.2 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -320882.187500 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -320882.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -321144.093750 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -321144.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -321408.687500 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -321408.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -321643.625000 Penalty: 2863.011230
	Iteration 4F: 3 clusters Score -321643.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -321870.031250 Penalty: 2863.011230
	Iteration 5F: 3 clusters Score -321870 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -322098.343750 Penalty: 2863.011230
	Iteration 6Q: 3 clusters Score -322098.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -322295.312500 Penalty: 2863.011230
	Iteration 7Q: 3 clusters Score -322295.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -322452.937500 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -322452.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -322568.750000 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -322568.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -322651.906250 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -322651.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -322697.187500 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -322697.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -322732.875000 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -322732.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -322773.812500 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -322773.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -322804.937500 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -322804.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -322828.875000 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -322828.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -322850.968750 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -322851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -322875.343750 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -322875.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -322893.656250 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -322893.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -322915.093750 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -322915.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -322934.031250 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -322934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322948.562500 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -322948.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -322962.062500 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -322962.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -322969.312500 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -322969.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -322974.718750 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -322974.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -322980.750000 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -322980.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -322986.343750 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -322986.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -322989.531250 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -322989.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -322990.718750 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -322990.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -322993.406250 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -322993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -322993.468750 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -322993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -322994.250000 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -322994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -322995.375000 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -322995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -322996.187500 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -322996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -322997.281250 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -322997.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -322997.843750 Penalty: 2863.011230
	Iteration 35Q: 3 clusters Score -322997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -322998.906250 Penalty: 2863.011230
	Iteration 36Q: 3 clusters Score -322998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -322999.812500 Penalty: 2863.011230
	Iteration 37Q: 3 clusters Score -322999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -322999.406250 Penalty: 2863.011230
	Iteration 38Q: 3 clusters Score -322999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -323000.125000 Penalty: 2863.011230
	Iteration 39Q: 3 clusters Score -323000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -323001.031250 Penalty: 2863.011230
	Iteration 40F: 3 clusters Score -323001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -323002.750000 Penalty: 2863.011230
	Iteration 41Q: 3 clusters Score -323002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -323005.656250 Penalty: 2863.011230
	Iteration 42Q: 3 clusters Score -323005.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -323007.187500 Penalty: 2863.011230
	Iteration 43Q: 3 clusters Score -323007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -323007.843750 Penalty: 2863.011230
	Iteration 44Q: 3 clusters Score -323007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -323008.406250 Penalty: 2863.011230
	Iteration 45Q: 3 clusters Score -323008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -323009.593750 Penalty: 2863.011230
	Iteration 46Q: 3 clusters Score -323009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -323009.812500 Penalty: 2863.011230
	Iteration 47Q: 3 clusters Score -323009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -323010.125000 Penalty: 2863.011230
	Iteration 48Q: 3 clusters Score -323010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -323009.500000 Penalty: 2863.011230
	Iteration 49Q: 3 clusters Score -323009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -323010.281250 Penalty: 2863.011230
	Iteration 50Q: 3 clusters Score -323010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -323010.281250 Penalty: 2863.011230
	Iteration 51F: 3 clusters Score -323010.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -130289.375000 Penalty: 1282.280518
	Iteration 0F: 2 clusters Score -130289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -127755.171875 Penalty: 2564.561035
	Iteration 0F: 3 clusters Score -127755.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -128299.093750 Penalty: 2564.561035
	Iteration 1F: 3 clusters Score -128299.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -128448.507812 Penalty: 2564.561035
	Iteration 2F: 3 clusters Score -128448.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -128588.890625 Penalty: 2564.561035
	Iteration 3F: 3 clusters Score -128588.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -128677.804688 Penalty: 2564.561035
	Iteration 4Q: 3 clusters Score -128677.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -128736.375000 Penalty: 2564.561035
	Iteration 5Q: 3 clusters Score -128736.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -128791.343750 Penalty: 2564.561035
	Iteration 6Q: 3 clusters Score -128791.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -128838.359375 Penalty: 2564.561035
	Iteration 7Q: 3 clusters Score -128838.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -128895.531250 Penalty: 2564.561035
	Iteration 8Q: 3 clusters Score -128895.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -128944.484375 Penalty: 2564.561035
	Iteration 9Q: 3 clusters Score -128944.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -128996.921875 Penalty: 2564.561035
	Iteration 10Q: 3 clusters Score -128996.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -129053.195312 Penalty: 2564.561035
	Iteration 11Q: 3 clusters Score -129053.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -129104.320312 Penalty: 2564.561035
	Iteration 12Q: 3 clusters Score -129104.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -129153.000000 Penalty: 2564.561035
	Iteration 13Q: 3 clusters Score -129153 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -129198.273438 Penalty: 2564.561035
	Iteration 14Q: 3 clusters Score -129198.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -129225.773438 Penalty: 2564.561035
	Iteration 15Q: 3 clusters Score -129225.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -129246.320312 Penalty: 2564.561035
	Iteration 16Q: 3 clusters Score -129246.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -129268.140625 Penalty: 2564.561035
	Iteration 17Q: 3 clusters Score -129268.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -129286.453125 Penalty: 2564.561035
	Iteration 18Q: 3 clusters Score -129286.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -129299.359375 Penalty: 2564.561035
	Iteration 19Q: 3 clusters Score -129299.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -129305.992188 Penalty: 2564.561035
	Iteration 20F: 3 clusters Score -129306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -129311.875000 Penalty: 2564.561035
	Iteration 21Q: 3 clusters Score -129311.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -129327.523438 Penalty: 2564.561035
	Iteration 22Q: 3 clusters Score -129327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -129336.781250 Penalty: 2564.561035
	Iteration 23Q: 3 clusters Score -129336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -129344.000000 Penalty: 2564.561035
	Iteration 24Q: 3 clusters Score -129344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -129349.476562 Penalty: 2564.561035
	Iteration 25Q: 3 clusters Score -129349.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -129351.703125 Penalty: 2564.561035
	Iteration 26Q: 3 clusters Score -129351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -129353.023438 Penalty: 2564.561035
	Iteration 27Q: 3 clusters Score -129353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -129353.132812 Penalty: 2564.561035
	Iteration 28Q: 3 clusters Score -129353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -129353.132812 Penalty: 2564.561035
	Iteration 29F: 3 clusters Score -129353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -154433.453125 Penalty: 1312.130493
	Iteration 0F: 2 clusters Score -154433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -151617.062500 Penalty: 2624.260986
	Iteration 0F: 3 clusters Score -151617.1 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -152320.000000 Penalty: 2624.260986
	Iteration 1F: 3 clusters Score -152320 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -152466.937500 Penalty: 2624.260986
	Iteration 2F: 3 clusters Score -152466.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -152566.671875 Penalty: 2624.260986
	Iteration 3F: 3 clusters Score -152566.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -152659.296875 Penalty: 2624.260986
	Iteration 4Q: 3 clusters Score -152659.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -152736.093750 Penalty: 2624.260986
	Iteration 5Q: 3 clusters Score -152736.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -152816.187500 Penalty: 2624.260986
	Iteration 6Q: 3 clusters Score -152816.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -152911.468750 Penalty: 2624.260986
	Iteration 7Q: 3 clusters Score -152911.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -153007.140625 Penalty: 2624.260986
	Iteration 8Q: 3 clusters Score -153007.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -153099.187500 Penalty: 2624.260986
	Iteration 9Q: 3 clusters Score -153099.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -153177.031250 Penalty: 2624.260986
	Iteration 10Q: 3 clusters Score -153177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -153245.109375 Penalty: 2624.260986
	Iteration 11Q: 3 clusters Score -153245.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -153320.250000 Penalty: 2624.260986
	Iteration 12Q: 3 clusters Score -153320.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -153384.500000 Penalty: 2624.260986
	Iteration 13Q: 3 clusters Score -153384.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -153439.546875 Penalty: 2624.260986
	Iteration 14Q: 3 clusters Score -153439.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -153473.703125 Penalty: 2624.260986
	Iteration 15Q: 3 clusters Score -153473.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -153508.703125 Penalty: 2624.260986
	Iteration 16Q: 3 clusters Score -153508.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -153538.703125 Penalty: 2624.260986
	Iteration 17Q: 3 clusters Score -153538.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -153571.359375 Penalty: 2624.260986
	Iteration 18Q: 3 clusters Score -153571.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -153606.062500 Penalty: 2624.260986
	Iteration 19Q: 3 clusters Score -153606.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -153648.562500 Penalty: 2624.260986
	Iteration 20F: 3 clusters Score -153648.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -153692.250000 Penalty: 2624.260986
	Iteration 21Q: 3 clusters Score -153692.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -153719.703125 Penalty: 2624.260986
	Iteration 22Q: 3 clusters Score -153719.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -153741.234375 Penalty: 2624.260986
	Iteration 23Q: 3 clusters Score -153741.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -153754.265625 Penalty: 2624.260986
	Iteration 24Q: 3 clusters Score -153754.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -153765.140625 Penalty: 2624.260986
	Iteration 25Q: 3 clusters Score -153765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -153768.406250 Penalty: 2624.260986
	Iteration 26Q: 3 clusters Score -153768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -153771.265625 Penalty: 2624.260986
	Iteration 27Q: 3 clusters Score -153771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -153772.796875 Penalty: 2624.260986
	Iteration 28Q: 3 clusters Score -153772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -153773.343750 Penalty: 2624.260986
	Iteration 29Q: 3 clusters Score -153773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -153773.828125 Penalty: 2624.260986
	Iteration 30Q: 3 clusters Score -153773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -153774.328125 Penalty: 2624.260986
	Iteration 31Q: 3 clusters Score -153774.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -153775.781250 Penalty: 2624.260986
	Iteration 32Q: 3 clusters Score -153775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -153776.734375 Penalty: 2624.260986
	Iteration 33Q: 3 clusters Score -153776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -153778.187500 Penalty: 2624.260986
	Iteration 34Q: 3 clusters Score -153778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -153778.750000 Penalty: 2624.260986
	Iteration 35Q: 3 clusters Score -153778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -153779.750000 Penalty: 2624.260986
	Iteration 36Q: 3 clusters Score -153779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -153779.750000 Penalty: 2624.260986
	Iteration 37F: 3 clusters Score -153779.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Entering Unmasked Estep 
Score: -208520.312500 Penalty: 1357.021606
	Iteration 0F: 2 clusters Score -208520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -205002.031250 Penalty: 2714.043213
	Iteration 0F: 3 clusters Score -205002 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -205875.328125 Penalty: 2714.043213
	Iteration 1F: 3 clusters Score -205875.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -206025.062500 Penalty: 2714.043213
	Iteration 2F: 3 clusters Score -206025.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -206133.937500 Penalty: 2714.043213
	Iteration 3Q: 3 clusters Score -206133.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -206221.828125 Penalty: 2714.043213
	Iteration 4Q: 3 clusters Score -206221.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -206303.187500 Penalty: 2714.043213
	Iteration 5Q: 3 clusters Score -206303.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -206366.984375 Penalty: 2714.043213
	Iteration 6Q: 3 clusters Score -206367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -206417.078125 Penalty: 2714.043213
	Iteration 7Q: 3 clusters Score -206417.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -206472.140625 Penalty: 2714.043213
	Iteration 8Q: 3 clusters Score -206472.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -206545.328125 Penalty: 2714.043213
	Iteration 9Q: 3 clusters Score -206545.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -206633.359375 Penalty: 2714.043213
	Iteration 10Q: 3 clusters Score -206633.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -206730.109375 Penalty: 2714.043213
	Iteration 11Q: 3 clusters Score -206730.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -206828.671875 Penalty: 2714.043213
	Iteration 12Q: 3 clusters Score -206828.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206914.453125 Penalty: 2714.043213
	Iteration 13Q: 3 clusters Score -206914.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206985.343750 Penalty: 2714.043213
	Iteration 14Q: 3 clusters Score -206985.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -207049.500000 Penalty: 2714.043213
	Iteration 15Q: 3 clusters Score -207049.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -207117.187500 Penalty: 2714.043213
	Iteration 16Q: 3 clusters Score -207117.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -207165.953125 Penalty: 2714.043213
	Iteration 17Q: 3 clusters Score -207166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -207201.578125 Penalty: 2714.043213
	Iteration 18Q: 3 clusters Score -207201.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -207244.406250 Penalty: 2714.043213
	Iteration 19Q: 3 clusters Score -207244.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -207274.750000 Penalty: 2714.043213
	Iteration 20F: 3 clusters Score -207274.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -207299.109375 Penalty: 2714.043213
	Iteration 21Q: 3 clusters Score -207299.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -207320.218750 Penalty: 2714.043213
	Iteration 22Q: 3 clusters Score -207320.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -207345.359375 Penalty: 2714.043213
	Iteration 23Q: 3 clusters Score -207345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -207366.437500 Penalty: 2714.043213
	Iteration 24Q: 3 clusters Score -207366.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -207377.093750 Penalty: 2714.043213
	Iteration 25Q: 3 clusters Score -207377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -207386.125000 Penalty: 2714.043213
	Iteration 26Q: 3 clusters Score -207386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -207402.078125 Penalty: 2714.043213
	Iteration 27Q: 3 clusters Score -207402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -207408.703125 Penalty: 2714.043213
	Iteration 28Q: 3 clusters Score -207408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -207413.828125 Penalty: 2714.043213
	Iteration 29Q: 3 clusters Score -207413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -207416.328125 Penalty: 2714.043213
	Iteration 30Q: 3 clusters Score -207416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -207416.328125 Penalty: 2714.043213
	Iteration 31F: 3 clusters Score -207416.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -126303.460938 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -126303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -123833.765625 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -123833.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -124346.695312 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -124346.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -124472.445312 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -124472.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -124545.281250 Penalty: 2552.926025
	Iteration 3Q: 3 clusters Score -124545.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -124597.375000 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -124597.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -124639.773438 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -124639.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -124670.046875 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -124670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -124699.875000 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -124699.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -124730.429688 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -124730.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -124750.812500 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -124750.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -124774.562500 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -124774.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -124792.265625 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -124792.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -124806.328125 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -124806.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -124824.335938 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -124824.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -124841.742188 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -124841.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -124855.773438 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -124855.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -124870.320312 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -124870.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124883.632812 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -124883.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -124894.656250 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -124894.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -124905.804688 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -124905.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124916.781250 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -124916.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124928.640625 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -124928.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124942.656250 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -124942.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124955.953125 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -124956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124978.460938 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -124978.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125006.078125 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -125006.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125031.976562 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -125032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125050.671875 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -125050.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -125069.507812 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -125069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125088.804688 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -125088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -125102.390625 Penalty: 2552.926025
	Iteration 30Q: 3 clusters Score -125102.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -125112.656250 Penalty: 2552.926025
	Iteration 31Q: 3 clusters Score -125112.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125128.171875 Penalty: 2552.926025
	Iteration 32Q: 3 clusters Score -125128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -125137.445312 Penalty: 2552.926025
	Iteration 33Q: 3 clusters Score -125137.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -125145.031250 Penalty: 2552.926025
	Iteration 34Q: 3 clusters Score -125145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -125150.335938 Penalty: 2552.926025
	Iteration 35Q: 3 clusters Score -125150.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -125155.453125 Penalty: 2552.926025
	Iteration 36Q: 3 clusters Score -125155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -125160.226562 Penalty: 2552.926025
	Iteration 37Q: 3 clusters Score -125160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -125161.546875 Penalty: 2552.926025
	Iteration 38Q: 3 clusters Score -125161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -125161.546875 Penalty: 2552.926025
	Iteration 39F: 3 clusters Score -125161.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Entering Unmasked Estep 
Score: -520915.906250 Penalty: 1505.734619
	Iteration 0F: 2 clusters Score -520915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -513339.406250 Penalty: 3011.469238
	Iteration 0F: 3 clusters Score -513339.4 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -515812.187500 Penalty: 3011.469238
	Iteration 1F: 3 clusters Score -515812.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -516125.500000 Penalty: 3011.469238
	Iteration 2F: 3 clusters Score -516125.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -516376.031250 Penalty: 3011.469238
	Iteration 3F: 3 clusters Score -516376 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -516657.750000 Penalty: 3011.469238
	Iteration 4F: 3 clusters Score -516657.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -517076.875000 Penalty: 3011.469238
	Iteration 5F: 3 clusters Score -517076.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -517554.156250 Penalty: 3011.469238
	Iteration 6F: 3 clusters Score -517554.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -518053.750000 Penalty: 3011.469238
	Iteration 7F: 3 clusters Score -518053.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -518564.250000 Penalty: 3011.469238
	Iteration 8F: 3 clusters Score -518564.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -518929.250000 Penalty: 3011.469238
	Iteration 9Q: 3 clusters Score -518929.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -519151.468750 Penalty: 3011.469238
	Iteration 10Q: 3 clusters Score -519151.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -519265.968750 Penalty: 3011.469238
	Iteration 11Q: 3 clusters Score -519266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -519329.406250 Penalty: 3011.469238
	Iteration 12Q: 3 clusters Score -519329.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -519373.031250 Penalty: 3011.469238
	Iteration 13Q: 3 clusters Score -519373 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -519406.718750 Penalty: 3011.469238
	Iteration 14Q: 3 clusters Score -519406.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -519426.187500 Penalty: 3011.469238
	Iteration 15Q: 3 clusters Score -519426.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -519441.750000 Penalty: 3011.469238
	Iteration 16Q: 3 clusters Score -519441.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -519455.687500 Penalty: 3011.469238
	Iteration 17Q: 3 clusters Score -519455.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -519468.718750 Penalty: 3011.469238
	Iteration 18Q: 3 clusters Score -519468.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -519480.781250 Penalty: 3011.469238
	Iteration 19Q: 3 clusters Score -519480.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -519489.156250 Penalty: 3011.469238
	Iteration 20F: 3 clusters Score -519489.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -519503.406250 Penalty: 3011.469238
	Iteration 21Q: 3 clusters Score -519503.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -519514.281250 Penalty: 3011.469238
	Iteration 22Q: 3 clusters Score -519514.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -519523.187500 Penalty: 3011.469238
	Iteration 23Q: 3 clusters Score -519523.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -519529.750000 Penalty: 3011.469238
	Iteration 24Q: 3 clusters Score -519529.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -519534.031250 Penalty: 3011.469238
	Iteration 25Q: 3 clusters Score -519534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -519539.843750 Penalty: 3011.469238
	Iteration 26Q: 3 clusters Score -519539.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -519546.750000 Penalty: 3011.469238
	Iteration 27Q: 3 clusters Score -519546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -519551.218750 Penalty: 3011.469238
	Iteration 28Q: 3 clusters Score -519551.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -519554.625000 Penalty: 3011.469238
	Iteration 29Q: 3 clusters Score -519554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -519557.968750 Penalty: 3011.469238
	Iteration 30Q: 3 clusters Score -519558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -519558.218750 Penalty: 3011.469238
	Iteration 31Q: 3 clusters Score -519558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -519559.250000 Penalty: 3011.469238
	Iteration 32Q: 3 clusters Score -519559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -519560.562500 Penalty: 3011.469238
	Iteration 33Q: 3 clusters Score -519560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -519562.312500 Penalty: 3011.469238
	Iteration 34Q: 3 clusters Score -519562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -519564.093750 Penalty: 3011.469238
	Iteration 35Q: 3 clusters Score -519564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -519567.031250 Penalty: 3011.469238
	Iteration 36Q: 3 clusters Score -519567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -519572.687500 Penalty: 3011.469238
	Iteration 37Q: 3 clusters Score -519572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -519575.281250 Penalty: 3011.469238
	Iteration 38Q: 3 clusters Score -519575.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -519580.406250 Penalty: 3011.469238
	Iteration 39Q: 3 clusters Score -519580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -519585.656250 Penalty: 3011.469238
	Iteration 40F: 3 clusters Score -519585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -519590.468750 Penalty: 3011.469238
	Iteration 41Q: 3 clusters Score -519590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -519594.375000 Penalty: 3011.469238
	Iteration 42Q: 3 clusters Score -519594.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -519598.437500 Penalty: 3011.469238
	Iteration 43Q: 3 clusters Score -519598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -519604.437500 Penalty: 3011.469238
	Iteration 44Q: 3 clusters Score -519604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -519609.875000 Penalty: 3011.469238
	Iteration 45Q: 3 clusters Score -519609.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -519615.000000 Penalty: 3011.469238
	Iteration 46Q: 3 clusters Score -519615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -519620.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -519626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -519629.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -519631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -519636.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -519640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -519642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -519647.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -519652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -519658.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -519667.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -519674.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -519685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -519690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -519695.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -519700.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -519706.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -519710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -519711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -519711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -519712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -519712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
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	Iteration 69F: 3 clusters Score -519712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 285490 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 8 contains 288217 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 53652 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 22423 members 
Mstep: Class 15 contains 79198 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 6696 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 4234 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 10573 members 
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Iteration 119Q: 19 clusters Score -3.750229e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8366 members 
Mstep: Class 3 contains 286645 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 8 contains 287384 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 53536 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 22471 members 
Mstep: Class 15 contains 79084 members 
Mstep: Class 16 contains 7687 members 
Mstep: Class 18 contains 12690 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 3228 members 
Mstep: Class 22 contains 4233 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 10563 members 
Entering Unmasked Estep 
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Iteration 120F: 19 clusters Score -3.750224e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8367 members 
Mstep: Class 3 contains 287755 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 8 contains 286544 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 53396 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 22516 members 
Mstep: Class 15 contains 78994 members 
Mstep: Class 16 contains 7674 members 
Mstep: Class 18 contains 12651 members 
Mstep: Class 19 contains 6731 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 3245 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 10544 members 
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Iteration 121Q: 19 clusters Score -3.750244e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 288766 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 8 contains 285736 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 53278 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 15 contains 78926 members 
Mstep: Class 16 contains 7663 members 
Mstep: Class 18 contains 12612 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 10525 members 
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Iteration 122Q: 19 clusters Score -3.750252e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 289770 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 8 contains 284970 members 
Mstep: Class 9 contains 3750 members 
Mstep: Class 10 contains 53169 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 15 contains 78866 members 
Mstep: Class 16 contains 7655 members 
Mstep: Class 18 contains 12571 members 
Mstep: Class 19 contains 6754 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 10509 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -3.750259e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 290761 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 8 contains 284248 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 53044 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 22601 members 
Mstep: Class 15 contains 78807 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 18 contains 12524 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 3283 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 10503 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -3.750256e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 291758 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 8 contains 283504 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 52921 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 22613 members 
Mstep: Class 15 contains 78737 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 18 contains 12483 members 
Mstep: Class 19 contains 6793 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 4192 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 10490 members 
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Iteration 125Q: 19 clusters Score -3.750253e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 292776 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 8 contains 282717 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 52805 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 22642 members 
Mstep: Class 15 contains 78686 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 18 contains 12439 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 10478 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -3.750264e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 293779 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 8 contains 281957 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 52705 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 22670 members 
Mstep: Class 15 contains 78621 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 18 contains 12380 members 
Mstep: Class 19 contains 6841 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 3300 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 10467 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -3.750262e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 294785 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 8 contains 281220 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 52617 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 15 contains 78536 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 18 contains 12323 members 
Mstep: Class 19 contains 6850 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 10454 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -3.750281e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 295767 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 8 contains 280554 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 52530 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 22698 members 
Mstep: Class 15 contains 78442 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 18 contains 12276 members 
Mstep: Class 19 contains 6855 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 3313 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 10441 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -3.75029e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 296771 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 8 contains 279876 members 
Mstep: Class 9 contains 4042 members 
Mstep: Class 10 contains 52424 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 22710 members 
Mstep: Class 15 contains 78354 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 18 contains 12219 members 
Mstep: Class 19 contains 6865 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 3322 members 
Mstep: Class 22 contains 4129 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 10438 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -3.750284e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 297735 members 
Mstep: Class 6 contains 1124 members 
Mstep: Class 8 contains 279225 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 52317 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 15 contains 78253 members 
Mstep: Class 16 contains 7584 members 
Mstep: Class 18 contains 12171 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 10443 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -3.750294e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 298703 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 8 contains 278584 members 
Mstep: Class 9 contains 4123 members 
Mstep: Class 10 contains 52213 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 22706 members 
Mstep: Class 15 contains 78145 members 
Mstep: Class 16 contains 7586 members 
Mstep: Class 18 contains 12117 members 
Mstep: Class 19 contains 6894 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 4090 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 10436 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -3.750312e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 299632 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 8 contains 277929 members 
Mstep: Class 9 contains 4185 members 
Mstep: Class 10 contains 52110 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 22710 members 
Mstep: Class 15 contains 78056 members 
Mstep: Class 16 contains 7581 members 
Mstep: Class 18 contains 12076 members 
Mstep: Class 19 contains 6908 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 10425 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -3.750339e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 300549 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 8 contains 277306 members 
Mstep: Class 9 contains 4242 members 
Mstep: Class 10 contains 51989 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 12 contains 22717 members 
Mstep: Class 15 contains 77980 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 6920 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 10417 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -3.750345e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 301426 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 8 contains 276734 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 51871 members 
Mstep: Class 11 contains 5839 members 
Mstep: Class 12 contains 22722 members 
Mstep: Class 15 contains 77893 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 18 contains 11956 members 
Mstep: Class 19 contains 6939 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 3366 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 10404 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -3.750352e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8344 members 
Mstep: Class 3 contains 302262 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 8 contains 276188 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 51759 members 
Mstep: Class 11 contains 5796 members 
Mstep: Class 12 contains 22726 members 
Mstep: Class 15 contains 77806 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 18 contains 11910 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 10395 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -3.750341e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 303115 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 8 contains 275637 members 
Mstep: Class 9 contains 4374 members 
Mstep: Class 10 contains 51631 members 
Mstep: Class 11 contains 5744 members 
Mstep: Class 12 contains 22733 members 
Mstep: Class 15 contains 77723 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 6973 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 3380 members 
Mstep: Class 22 contains 3943 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 10391 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -3.750345e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 303936 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 8 contains 275094 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 51526 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 22734 members 
Mstep: Class 15 contains 77625 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 18 contains 11823 members 
Mstep: Class 19 contains 6982 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10383 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -3.750348e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 304712 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 8 contains 274601 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 51415 members 
Mstep: Class 11 contains 5673 members 
Mstep: Class 12 contains 22732 members 
Mstep: Class 15 contains 77526 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 18 contains 11776 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 3399 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10378 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -3.750347e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 305460 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 8 contains 274118 members 
Mstep: Class 9 contains 4462 members 
Mstep: Class 10 contains 51340 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 22744 members 
Mstep: Class 15 contains 77422 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 18 contains 11735 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 3402 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 10371 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -3.750362e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 306184 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 8 contains 273666 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 51251 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 22754 members 
Mstep: Class 15 contains 77316 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 7035 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 10370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503696.000000 Penalty: 39783.414062
Iteration 141Q: 19 clusters Score -3.75037e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 306856 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 8 contains 273211 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 51170 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 22757 members 
Mstep: Class 15 contains 77213 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 3411 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503660.000000 Penalty: 39783.414062
Iteration 142Q: 19 clusters Score -3.750366e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 307477 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 8 contains 272798 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 51098 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 22755 members 
Mstep: Class 15 contains 77118 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 3415 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 10365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503700.000000 Penalty: 39783.414062
Iteration 143Q: 19 clusters Score -3.75037e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8342 members 
Mstep: Class 3 contains 308078 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 8 contains 272401 members 
Mstep: Class 9 contains 4562 members 
Mstep: Class 10 contains 51032 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 22741 members 
Mstep: Class 15 contains 77010 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 18 contains 11651 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 3417 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 10364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503752.000000 Penalty: 39783.414062
Iteration 144Q: 19 clusters Score -3.750375e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 308699 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 8 contains 272024 members 
Mstep: Class 9 contains 4580 members 
Mstep: Class 10 contains 50966 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 22738 members 
Mstep: Class 15 contains 76892 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 18 contains 11615 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 10361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503788.000000 Penalty: 39783.414062
Iteration 145Q: 19 clusters Score -3.750379e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8344 members 
Mstep: Class 3 contains 309292 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 8 contains 271644 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 50897 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 22743 members 
Mstep: Class 15 contains 76771 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 7115 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 10360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37503984.000000 Penalty: 39783.414062
Iteration 146Q: 19 clusters Score -3.750398e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 309866 members 
Mstep: Class 6 contains 1020 members 
Mstep: Class 8 contains 271274 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 50836 members 
Mstep: Class 11 contains 5409 members 
Mstep: Class 12 contains 22741 members 
Mstep: Class 15 contains 76681 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 21 contains 3420 members 
Mstep: Class 22 contains 3940 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 10362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504092.000000 Penalty: 39783.414062
Iteration 147Q: 19 clusters Score -3.750409e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 310411 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 8 contains 270926 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 50754 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 22745 members 
Mstep: Class 15 contains 76593 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 18 contains 11511 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 3422 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 10358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504220.000000 Penalty: 39783.414062
Iteration 148Q: 19 clusters Score -3.750422e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8349 members 
Mstep: Class 3 contains 310966 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 8 contains 270563 members 
Mstep: Class 9 contains 4722 members 
Mstep: Class 10 contains 50663 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 22738 members 
Mstep: Class 15 contains 76509 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 18 contains 11482 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504196.000000 Penalty: 39783.414062
Iteration 149Q: 19 clusters Score -3.75042e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 311466 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 8 contains 270202 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 50598 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 22724 members 
Mstep: Class 15 contains 76430 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 18 contains 11457 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 3435 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504272.000000 Penalty: 39783.414062
Iteration 150Q: 19 clusters Score -3.750427e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 312010 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 8 contains 269837 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 50518 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 15 contains 76334 members 
Mstep: Class 16 contains 7502 members 
Mstep: Class 18 contains 11438 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 3440 members 
Mstep: Class 22 contains 3970 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 10358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504184.000000 Penalty: 39783.414062
Iteration 151Q: 19 clusters Score -3.750418e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 312582 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 8 contains 269466 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 50421 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 22696 members 
Mstep: Class 15 contains 76234 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 3442 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 10360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504256.000000 Penalty: 39783.414062
Iteration 152Q: 19 clusters Score -3.750426e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 313172 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 8 contains 269113 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 50314 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 22684 members 
Mstep: Class 15 contains 76120 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 18 contains 11380 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 2706 members 
Mstep: Class 21 contains 3444 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 10364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504384.000000 Penalty: 39783.414062
Iteration 153Q: 19 clusters Score -3.750438e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 313738 members 
Mstep: Class 6 contains 983 members 
Mstep: Class 8 contains 268774 members 
Mstep: Class 9 contains 4900 members 
Mstep: Class 10 contains 50181 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 22676 members 
Mstep: Class 15 contains 76023 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 18 contains 11362 members 
Mstep: Class 19 contains 7238 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504392.000000 Penalty: 39783.414062
Iteration 154Q: 19 clusters Score -3.750439e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 314295 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 8 contains 268416 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 50069 members 
Mstep: Class 11 contains 5274 members 
Mstep: Class 12 contains 22674 members 
Mstep: Class 15 contains 75931 members 
Mstep: Class 16 contains 7473 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 7257 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 3455 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 10371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504380.000000 Penalty: 39783.414062
Iteration 155Q: 19 clusters Score -3.750438e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 314846 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 8 contains 268076 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 49929 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 22684 members 
Mstep: Class 15 contains 75839 members 
Mstep: Class 16 contains 7467 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 7282 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 3458 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 10373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504384.000000 Penalty: 39783.414062
Iteration 156Q: 19 clusters Score -3.750438e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8360 members 
Mstep: Class 3 contains 315399 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 8 contains 267738 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 49805 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 15 contains 75742 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 3459 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 10375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504464.000000 Penalty: 39783.414062
Iteration 157Q: 19 clusters Score -3.750446e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 315929 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 8 contains 267409 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 49681 members 
Mstep: Class 11 contains 5226 members 
Mstep: Class 12 contains 22689 members 
Mstep: Class 15 contains 75667 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 18 contains 11266 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 20 contains 2697 members 
Mstep: Class 21 contains 3461 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504484.000000 Penalty: 39783.414062
Iteration 158Q: 19 clusters Score -3.750448e+07 nChanged 692
Entering ConstructFrom: 
Score: -37504484.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (6884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Entering Unmasked Estep 
Score: -343481.468750 Penalty: 1436.005249
	Iteration 0F: 2 clusters Score -343481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -338223.906250 Penalty: 2872.010498
	Iteration 0F: 3 clusters Score -338223.9 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -339855.625000 Penalty: 2872.010498
	Iteration 1F: 3 clusters Score -339855.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -340064.750000 Penalty: 2872.010498
	Iteration 2F: 3 clusters Score -340064.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -340214.781250 Penalty: 2872.010498
	Iteration 3F: 3 clusters Score -340214.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -340334.843750 Penalty: 2872.010498
	Iteration 4Q: 3 clusters Score -340334.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -340418.000000 Penalty: 2872.010498
	Iteration 5Q: 3 clusters Score -340418 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -340510.750000 Penalty: 2872.010498
	Iteration 6Q: 3 clusters Score -340510.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -340628.375000 Penalty: 2872.010498
	Iteration 7Q: 3 clusters Score -340628.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -340768.031250 Penalty: 2872.010498
	Iteration 8Q: 3 clusters Score -340768 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -340931.218750 Penalty: 2872.010498
	Iteration 9Q: 3 clusters Score -340931.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -341117.375000 Penalty: 2872.010498
	Iteration 10Q: 3 clusters Score -341117.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -341319.187500 Penalty: 2872.010498
	Iteration 11Q: 3 clusters Score -341319.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -341530.750000 Penalty: 2872.010498
	Iteration 12Q: 3 clusters Score -341530.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -341737.531250 Penalty: 2872.010498
	Iteration 13Q: 3 clusters Score -341737.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -341907.406250 Penalty: 2872.010498
	Iteration 14Q: 3 clusters Score -341907.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -342022.687500 Penalty: 2872.010498
	Iteration 15Q: 3 clusters Score -342022.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -342101.031250 Penalty: 2872.010498
	Iteration 16Q: 3 clusters Score -342101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -342141.750000 Penalty: 2872.010498
	Iteration 17Q: 3 clusters Score -342141.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -342164.406250 Penalty: 2872.010498
	Iteration 18Q: 3 clusters Score -342164.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -342186.312500 Penalty: 2872.010498
	Iteration 19Q: 3 clusters Score -342186.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -342206.750000 Penalty: 2872.010498
	Iteration 20F: 3 clusters Score -342206.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -342215.875000 Penalty: 2872.010498
	Iteration 21Q: 3 clusters Score -342215.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -342223.906250 Penalty: 2872.010498
	Iteration 22Q: 3 clusters Score -342223.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -342230.656250 Penalty: 2872.010498
	Iteration 23Q: 3 clusters Score -342230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -342237.937500 Penalty: 2872.010498
	Iteration 24Q: 3 clusters Score -342237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -342244.281250 Penalty: 2872.010498
	Iteration 25Q: 3 clusters Score -342244.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -342251.031250 Penalty: 2872.010498
	Iteration 26Q: 3 clusters Score -342251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -342258.312500 Penalty: 2872.010498
	Iteration 27Q: 3 clusters Score -342258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -342267.812500 Penalty: 2872.010498
	Iteration 28Q: 3 clusters Score -342267.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -342279.093750 Penalty: 2872.010498
	Iteration 29Q: 3 clusters Score -342279.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -342288.437500 Penalty: 2872.010498
	Iteration 30Q: 3 clusters Score -342288.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -342293.062500 Penalty: 2872.010498
	Iteration 31Q: 3 clusters Score -342293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -342294.906250 Penalty: 2872.010498
	Iteration 32Q: 3 clusters Score -342294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -342298.000000 Penalty: 2872.010498
	Iteration 33Q: 3 clusters Score -342298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -342298.281250 Penalty: 2872.010498
	Iteration 34Q: 3 clusters Score -342298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -342299.781250 Penalty: 2872.010498
	Iteration 35Q: 3 clusters Score -342299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -342301.468750 Penalty: 2872.010498
	Iteration 36Q: 3 clusters Score -342301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -342300.906250 Penalty: 2872.010498
	Iteration 37Q: 3 clusters Score -342300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -342302.187500 Penalty: 2872.010498
	Iteration 38Q: 3 clusters Score -342302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -342304.312500 Penalty: 2872.010498
	Iteration 39Q: 3 clusters Score -342304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -342305.781250 Penalty: 2872.010498
	Iteration 40F: 3 clusters Score -342305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -342305.968750 Penalty: 2872.010498
	Iteration 41Q: 3 clusters Score -342306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -342307.187500 Penalty: 2872.010498
	Iteration 42Q: 3 clusters Score -342307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -342307.687500 Penalty: 2872.010498
	Iteration 43Q: 3 clusters Score -342307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -342307.937500 Penalty: 2872.010498
	Iteration 44Q: 3 clusters Score -342307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -342307.937500 Penalty: 2872.010498
	Iteration 45F: 3 clusters Score -342307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Entering Unmasked Estep 
Score: -368818.343750 Penalty: 1467.611084
	Iteration 0F: 2 clusters Score -368818.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -362736.968750 Penalty: 2935.222168
	Iteration 0F: 3 clusters Score -362737 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -364671.937500 Penalty: 2935.222168
	Iteration 1F: 3 clusters Score -364671.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -365163.000000 Penalty: 2935.222168
	Iteration 2F: 3 clusters Score -365163 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -365694.843750 Penalty: 2935.222168
	Iteration 3F: 3 clusters Score -365694.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -366152.968750 Penalty: 2935.222168
	Iteration 4F: 3 clusters Score -366153 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -366539.000000 Penalty: 2935.222168
	Iteration 5F: 3 clusters Score -366539 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -366902.343750 Penalty: 2935.222168
	Iteration 6F: 3 clusters Score -366902.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -367191.062500 Penalty: 2935.222168
	Iteration 7F: 3 clusters Score -367191.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -367357.312500 Penalty: 2935.222168
	Iteration 8Q: 3 clusters Score -367357.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -367446.187500 Penalty: 2935.222168
	Iteration 9Q: 3 clusters Score -367446.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -367495.218750 Penalty: 2935.222168
	Iteration 10Q: 3 clusters Score -367495.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -367531.500000 Penalty: 2935.222168
	Iteration 11Q: 3 clusters Score -367531.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -367560.562500 Penalty: 2935.222168
	Iteration 12Q: 3 clusters Score -367560.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -367583.625000 Penalty: 2935.222168
	Iteration 13Q: 3 clusters Score -367583.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -367601.031250 Penalty: 2935.222168
	Iteration 14Q: 3 clusters Score -367601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -367611.468750 Penalty: 2935.222168
	Iteration 15Q: 3 clusters Score -367611.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -367619.062500 Penalty: 2935.222168
	Iteration 16Q: 3 clusters Score -367619.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -367626.031250 Penalty: 2935.222168
	Iteration 17Q: 3 clusters Score -367626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -367635.218750 Penalty: 2935.222168
	Iteration 18Q: 3 clusters Score -367635.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -367645.218750 Penalty: 2935.222168
	Iteration 19Q: 3 clusters Score -367645.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -367653.625000 Penalty: 2935.222168
	Iteration 20F: 3 clusters Score -367653.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -367664.625000 Penalty: 2935.222168
	Iteration 21Q: 3 clusters Score -367664.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -367676.437500 Penalty: 2935.222168
	Iteration 22Q: 3 clusters Score -367676.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -367685.531250 Penalty: 2935.222168
	Iteration 23Q: 3 clusters Score -367685.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -367698.593750 Penalty: 2935.222168
	Iteration 24Q: 3 clusters Score -367698.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -367713.312500 Penalty: 2935.222168
	Iteration 25Q: 3 clusters Score -367713.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -367733.968750 Penalty: 2935.222168
	Iteration 26Q: 3 clusters Score -367734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -367762.281250 Penalty: 2935.222168
	Iteration 27Q: 3 clusters Score -367762.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -367789.625000 Penalty: 2935.222168
	Iteration 28Q: 3 clusters Score -367789.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -367828.343750 Penalty: 2935.222168
	Iteration 29Q: 3 clusters Score -367828.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -367871.718750 Penalty: 2935.222168
	Iteration 30Q: 3 clusters Score -367871.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -367913.750000 Penalty: 2935.222168
	Iteration 31Q: 3 clusters Score -367913.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -367968.781250 Penalty: 2935.222168
	Iteration 32Q: 3 clusters Score -367968.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -368016.906250 Penalty: 2935.222168
	Iteration 33Q: 3 clusters Score -368016.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -368067.625000 Penalty: 2935.222168
	Iteration 34Q: 3 clusters Score -368067.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -368121.031250 Penalty: 2935.222168
	Iteration 35Q: 3 clusters Score -368121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -368169.312500 Penalty: 2935.222168
	Iteration 36Q: 3 clusters Score -368169.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -368209.093750 Penalty: 2935.222168
	Iteration 37Q: 3 clusters Score -368209.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -368257.062500 Penalty: 2935.222168
	Iteration 38Q: 3 clusters Score -368257.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -368298.875000 Penalty: 2935.222168
	Iteration 39Q: 3 clusters Score -368298.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -368324.687500 Penalty: 2935.222168
	Iteration 40F: 3 clusters Score -368324.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -368340.906250 Penalty: 2935.222168
	Iteration 41Q: 3 clusters Score -368340.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -368350.250000 Penalty: 2935.222168
	Iteration 42Q: 3 clusters Score -368350.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -368357.625000 Penalty: 2935.222168
	Iteration 43Q: 3 clusters Score -368357.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -368362.656250 Penalty: 2935.222168
	Iteration 44Q: 3 clusters Score -368362.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -368368.156250 Penalty: 2935.222168
	Iteration 45Q: 3 clusters Score -368368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -368372.531250 Penalty: 2935.222168
	Iteration 46Q: 3 clusters Score -368372.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -368373.781250 Penalty: 2935.222168
	Iteration 47Q: 3 clusters Score -368373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -368374.062500 Penalty: 2935.222168
	Iteration 48Q: 3 clusters Score -368374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -368375.125000 Penalty: 2935.222168
	Iteration 49Q: 3 clusters Score -368375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -368377.062500 Penalty: 2935.222168
	Iteration 50Q: 3 clusters Score -368377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -368377.062500 Penalty: 2935.222168
	Iteration 51F: 3 clusters Score -368377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (316421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316421 members 
Entering Unmasked Estep 
Score: -15060468.000000 Penalty: 2058.034668
	Iteration 0F: 2 clusters Score -1.506047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158317 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -14846925.000000 Penalty: 4116.069336
	Iteration 0F: 3 clusters Score -1.484692e+07 nChanged 154238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -14940872.000000 Penalty: 4116.069336
	Iteration 1F: 3 clusters Score -1.494087e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -14943127.000000 Penalty: 4116.069336
	Iteration 2Q: 3 clusters Score -1.494313e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173609 members 
Mstep: Class 2 contains 142812 members 
Entering Unmasked Estep 
Score: -14946539.000000 Penalty: 4116.069336
	Iteration 3Q: 3 clusters Score -1.494654e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -14951732.000000 Penalty: 4116.069336
	Iteration 4Q: 3 clusters Score -1.495173e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -14958920.000000 Penalty: 4116.069336
	Iteration 5Q: 3 clusters Score -1.495892e+07 nChanged 17235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204901 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -14969312.000000 Penalty: 4116.069336
	Iteration 6F: 3 clusters Score -1.496931e+07 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220898 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -14983646.000000 Penalty: 4116.069336
	Iteration 7F: 3 clusters Score -1.498365e+07 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237864 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -15000731.000000 Penalty: 4116.069336
	Iteration 8F: 3 clusters Score -1.500073e+07 nChanged 17931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252767 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -15017122.000000 Penalty: 4116.069336
	Iteration 9F: 3 clusters Score -1.501712e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263367 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -15028534.000000 Penalty: 4116.069336
	Iteration 10Q: 3 clusters Score -1.502853e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270960 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -15035309.000000 Penalty: 4116.069336
	Iteration 11Q: 3 clusters Score -1.503531e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276907 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -15039378.000000 Penalty: 4116.069336
	Iteration 12Q: 3 clusters Score -1.503938e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282124 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -15042033.000000 Penalty: 4116.069336
	Iteration 13Q: 3 clusters Score -1.504203e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286841 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -15044233.000000 Penalty: 4116.069336
	Iteration 14Q: 3 clusters Score -1.504423e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291404 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -15046456.000000 Penalty: 4116.069336
	Iteration 15Q: 3 clusters Score -1.504646e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295650 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -15048485.000000 Penalty: 4116.069336
	Iteration 16Q: 3 clusters Score -1.504848e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299523 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -15050399.000000 Penalty: 4116.069336
	Iteration 17Q: 3 clusters Score -1.50504e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302923 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -15052160.000000 Penalty: 4116.069336
	Iteration 18Q: 3 clusters Score -1.505216e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305872 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -15053685.000000 Penalty: 4116.069336
	Iteration 19Q: 3 clusters Score -1.505368e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308336 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -15055007.000000 Penalty: 4116.069336
	Iteration 20F: 3 clusters Score -1.505501e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310342 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -15056021.000000 Penalty: 4116.069336
	Iteration 21Q: 3 clusters Score -1.505602e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311896 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -15056832.000000 Penalty: 4116.069336
	Iteration 22Q: 3 clusters Score -1.505683e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313055 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -15057418.000000 Penalty: 4116.069336
	Iteration 23Q: 3 clusters Score -1.505742e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313904 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -15057948.000000 Penalty: 4116.069336
	Iteration 24Q: 3 clusters Score -1.505795e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314428 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15058198.000000 Penalty: 4116.069336
	Iteration 25Q: 3 clusters Score -1.50582e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314793 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15058356.000000 Penalty: 4116.069336
	Iteration 26Q: 3 clusters Score -1.505836e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315045 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -15058463.000000 Penalty: 4116.069336
	Iteration 27Q: 3 clusters Score -1.505846e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315217 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -15058569.000000 Penalty: 4116.069336
	Iteration 28Q: 3 clusters Score -1.505857e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315326 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15058592.000000 Penalty: 4116.069336
	Iteration 29Q: 3 clusters Score -1.505859e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315402 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15058611.000000 Penalty: 4116.069336
	Iteration 30Q: 3 clusters Score -1.505861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315451 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15058634.000000 Penalty: 4116.069336
	Iteration 31Q: 3 clusters Score -1.505863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315494 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15058657.000000 Penalty: 4116.069336
	Iteration 32Q: 3 clusters Score -1.505866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315527 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -15058674.000000 Penalty: 4116.069336
	Iteration 33Q: 3 clusters Score -1.505867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315560 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15058679.000000 Penalty: 4116.069336
	Iteration 34Q: 3 clusters Score -1.505868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315589 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -15058688.000000 Penalty: 4116.069336
	Iteration 35Q: 3 clusters Score -1.505869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315606 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -15058713.000000 Penalty: 4116.069336
	Iteration 36Q: 3 clusters Score -1.505871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315623 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15058718.000000 Penalty: 4116.069336
	Iteration 37Q: 3 clusters Score -1.505872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315642 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15058732.000000 Penalty: 4116.069336
	Iteration 38Q: 3 clusters Score -1.505873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315656 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15058733.000000 Penalty: 4116.069336
	Iteration 39Q: 3 clusters Score -1.505873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315668 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15058742.000000 Penalty: 4116.069336
	Iteration 40F: 3 clusters Score -1.505874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315678 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15058746.000000 Penalty: 4116.069336
	Iteration 41Q: 3 clusters Score -1.505875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315684 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15058755.000000 Penalty: 4116.069336
	Iteration 42Q: 3 clusters Score -1.505876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315696 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -15058749.000000 Penalty: 4116.069336
	Iteration 43Q: 3 clusters Score -1.505875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315703 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15058759.000000 Penalty: 4116.069336
	Iteration 44Q: 3 clusters Score -1.505876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315712 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15058763.000000 Penalty: 4116.069336
	Iteration 45Q: 3 clusters Score -1.505876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15058762.000000 Penalty: 4116.069336
	Iteration 46Q: 3 clusters Score -1.505876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315735 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15058779.000000 Penalty: 4116.069336
	Iteration 47Q: 3 clusters Score -1.505878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315740 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15058775.000000 Penalty: 4116.069336
	Iteration 48Q: 3 clusters Score -1.505878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315748 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -15058773.000000 Penalty: 4116.069336
	Iteration 49Q: 3 clusters Score -1.505877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315755 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15058777.000000 Penalty: 4116.069336
	Iteration 50Q: 3 clusters Score -1.505878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315761 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15058768.000000 Penalty: 4116.069336
	Iteration 51Q: 3 clusters Score -1.505877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315763 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -15058771.000000 Penalty: 4116.069336
	Iteration 52Q: 3 clusters Score -1.505877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315765 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15058769.000000 Penalty: 4116.069336
	Iteration 53Q: 3 clusters Score -1.505877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315772 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -15058773.000000 Penalty: 4116.069336
	Iteration 54Q: 3 clusters Score -1.505877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315773 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15058782.000000 Penalty: 4116.069336
	Iteration 55Q: 3 clusters Score -1.505878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315776 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -15058789.000000 Penalty: 4116.069336
	Iteration 56Q: 3 clusters Score -1.505879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315773 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15058785.000000 Penalty: 4116.069336
	Iteration 57Q: 3 clusters Score -1.505878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315773 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15058792.000000 Penalty: 4116.069336
	Iteration 58Q: 3 clusters Score -1.505879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315774 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15058802.000000 Penalty: 4116.069336
	Iteration 59Q: 3 clusters Score -1.50588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315775 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15058800.000000 Penalty: 4116.069336
	Iteration 60F: 3 clusters Score -1.50588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -43731.097656 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -43731.1 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 479 members 
Entering Unmasked Estep 
Score: -42307.652344 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -42307.65 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -42544.425781 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -42544.43 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -42642.785156 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -42642.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -42685.703125 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -42685.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42705.355469 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -42705.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42716.265625 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -42716.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42723.746094 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -42723.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42732.128906 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -42732.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42737.839844 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -42737.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42740.902344 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -42740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42743.062500 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -42743.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42745.894531 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -42745.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42748.511719 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -42748.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -42750.292969 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -42750.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42752.593750 Penalty: 2230.056152
	Iteration 14Q: 3 clusters Score -42752.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42760.550781 Penalty: 2230.056152
	Iteration 15Q: 3 clusters Score -42760.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42765.800781 Penalty: 2230.056152
	Iteration 16Q: 3 clusters Score -42765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42766.546875 Penalty: 2230.056152
	Iteration 17Q: 3 clusters Score -42766.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42767.484375 Penalty: 2230.056152
	Iteration 18Q: 3 clusters Score -42767.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42767.484375 Penalty: 2230.056152
	Iteration 19F: 3 clusters Score -42767.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (267115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267115 members 
Entering Unmasked Estep 
Score: -12963511.000000 Penalty: 2030.508179
	Iteration 0F: 2 clusters Score -1.296351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133562 members 
Mstep: Class 2 contains 133553 members 
Entering Unmasked Estep 
Score: -12783967.000000 Penalty: 4061.016357
	Iteration 0F: 3 clusters Score -1.278397e+07 nChanged 129590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138696 members 
Mstep: Class 2 contains 128419 members 
Entering Unmasked Estep 
Score: -12862158.000000 Penalty: 4061.016357
	Iteration 1F: 3 clusters Score -1.286216e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141585 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -12864352.000000 Penalty: 4061.016357
	Iteration 2Q: 3 clusters Score -1.286435e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
Score: -12867461.000000 Penalty: 4061.016357
	Iteration 3Q: 3 clusters Score -1.286746e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -12871581.000000 Penalty: 4061.016357
	Iteration 4Q: 3 clusters Score -1.287158e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -12877123.000000 Penalty: 4061.016357
	Iteration 5Q: 3 clusters Score -1.287712e+07 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 100168 members 
Entering Unmasked Estep 
Score: -12883851.000000 Penalty: 4061.016357
	Iteration 6F: 3 clusters Score -1.288385e+07 nChanged 14421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177446 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -12892318.000000 Penalty: 4061.016357
	Iteration 7F: 3 clusters Score -1.289232e+07 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189117 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -12902262.000000 Penalty: 4061.016357
	Iteration 8F: 3 clusters Score -1.290226e+07 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201186 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -12913144.000000 Penalty: 4061.016357
	Iteration 9F: 3 clusters Score -1.291314e+07 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212296 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -12923876.000000 Penalty: 4061.016357
	Iteration 10Q: 3 clusters Score -1.292388e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221582 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -12932961.000000 Penalty: 4061.016357
	Iteration 11Q: 3 clusters Score -1.293296e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228768 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -12939227.000000 Penalty: 4061.016357
	Iteration 12Q: 3 clusters Score -1.293923e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234590 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -12943333.000000 Penalty: 4061.016357
	Iteration 13Q: 3 clusters Score -1.294333e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239695 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -12946259.000000 Penalty: 4061.016357
	Iteration 14Q: 3 clusters Score -1.294626e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244367 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -12948766.000000 Penalty: 4061.016357
	Iteration 15Q: 3 clusters Score -1.294877e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248719 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -12951288.000000 Penalty: 4061.016357
	Iteration 16Q: 3 clusters Score -1.295129e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252546 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -12953532.000000 Penalty: 4061.016357
	Iteration 17Q: 3 clusters Score -1.295353e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255824 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -12955378.000000 Penalty: 4061.016357
	Iteration 18Q: 3 clusters Score -1.295538e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258643 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -12956965.000000 Penalty: 4061.016357
	Iteration 19Q: 3 clusters Score -1.295696e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260911 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -12958298.000000 Penalty: 4061.016357
	Iteration 20F: 3 clusters Score -1.29583e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262715 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -12959352.000000 Penalty: 4061.016357
	Iteration 21Q: 3 clusters Score -1.295935e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263983 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -12960119.000000 Penalty: 4061.016357
	Iteration 22Q: 3 clusters Score -1.296012e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264869 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12960657.000000 Penalty: 4061.016357
	Iteration 23Q: 3 clusters Score -1.296066e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265477 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12960987.000000 Penalty: 4061.016357
	Iteration 24Q: 3 clusters Score -1.296099e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265862 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12961236.000000 Penalty: 4061.016357
	Iteration 25Q: 3 clusters Score -1.296124e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266113 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12961411.000000 Penalty: 4061.016357
	Iteration 26Q: 3 clusters Score -1.296141e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266260 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12961489.000000 Penalty: 4061.016357
	Iteration 27Q: 3 clusters Score -1.296149e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266360 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12961562.000000 Penalty: 4061.016357
	Iteration 28Q: 3 clusters Score -1.296156e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266432 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12961605.000000 Penalty: 4061.016357
	Iteration 29Q: 3 clusters Score -1.29616e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266487 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12961635.000000 Penalty: 4061.016357
	Iteration 30Q: 3 clusters Score -1.296164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266537 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12961670.000000 Penalty: 4061.016357
	Iteration 31Q: 3 clusters Score -1.296167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266568 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12961700.000000 Penalty: 4061.016357
	Iteration 32Q: 3 clusters Score -1.29617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12961714.000000 Penalty: 4061.016357
	Iteration 33Q: 3 clusters Score -1.296171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266604 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12961733.000000 Penalty: 4061.016357
	Iteration 34Q: 3 clusters Score -1.296173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12961740.000000 Penalty: 4061.016357
	Iteration 35Q: 3 clusters Score -1.296174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266635 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12961759.000000 Penalty: 4061.016357
	Iteration 36Q: 3 clusters Score -1.296176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266644 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12961769.000000 Penalty: 4061.016357
	Iteration 37Q: 3 clusters Score -1.296177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266659 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12961780.000000 Penalty: 4061.016357
	Iteration 38Q: 3 clusters Score -1.296178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266667 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12961805.000000 Penalty: 4061.016357
	Iteration 39Q: 3 clusters Score -1.29618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266677 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12961822.000000 Penalty: 4061.016357
	Iteration 40F: 3 clusters Score -1.296182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266686 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12961825.000000 Penalty: 4061.016357
	Iteration 41Q: 3 clusters Score -1.296182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266690 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12961818.000000 Penalty: 4061.016357
	Iteration 42Q: 3 clusters Score -1.296182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266693 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12961823.000000 Penalty: 4061.016357
	Iteration 43Q: 3 clusters Score -1.296182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266698 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12961840.000000 Penalty: 4061.016357
	Iteration 44Q: 3 clusters Score -1.296184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266701 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12961844.000000 Penalty: 4061.016357
	Iteration 45Q: 3 clusters Score -1.296184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266704 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12961851.000000 Penalty: 4061.016357
	Iteration 46Q: 3 clusters Score -1.296185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266708 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12961845.000000 Penalty: 4061.016357
	Iteration 47Q: 3 clusters Score -1.296184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266714 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12961859.000000 Penalty: 4061.016357
	Iteration 48Q: 3 clusters Score -1.296186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266718 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12961857.000000 Penalty: 4061.016357
	Iteration 49Q: 3 clusters Score -1.296186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266719 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12961864.000000 Penalty: 4061.016357
	Iteration 50Q: 3 clusters Score -1.296186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266719 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12961864.000000 Penalty: 4061.016357
	Iteration 51F: 3 clusters Score -1.296186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -261463.781250 Penalty: 1385.660767
	Iteration 0F: 2 clusters Score -261463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -257503.453125 Penalty: 2771.321533
	Iteration 0F: 3 clusters Score -257503.5 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -258604.203125 Penalty: 2771.321533
	Iteration 1F: 3 clusters Score -258604.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -258794.734375 Penalty: 2771.321533
	Iteration 2F: 3 clusters Score -258794.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -258933.359375 Penalty: 2771.321533
	Iteration 3F: 3 clusters Score -258933.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -259065.109375 Penalty: 2771.321533
	Iteration 4Q: 3 clusters Score -259065.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -259210.968750 Penalty: 2771.321533
	Iteration 5Q: 3 clusters Score -259211 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -259333.281250 Penalty: 2771.321533
	Iteration 6Q: 3 clusters Score -259333.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -259461.625000 Penalty: 2771.321533
	Iteration 7Q: 3 clusters Score -259461.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -259600.906250 Penalty: 2771.321533
	Iteration 8Q: 3 clusters Score -259600.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -259749.437500 Penalty: 2771.321533
	Iteration 9Q: 3 clusters Score -259749.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -259866.593750 Penalty: 2771.321533
	Iteration 10Q: 3 clusters Score -259866.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -259947.265625 Penalty: 2771.321533
	Iteration 11Q: 3 clusters Score -259947.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -260009.718750 Penalty: 2771.321533
	Iteration 12Q: 3 clusters Score -260009.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -260051.875000 Penalty: 2771.321533
	Iteration 13Q: 3 clusters Score -260051.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -260084.531250 Penalty: 2771.321533
	Iteration 14Q: 3 clusters Score -260084.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -260106.703125 Penalty: 2771.321533
	Iteration 15Q: 3 clusters Score -260106.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -260120.796875 Penalty: 2771.321533
	Iteration 16Q: 3 clusters Score -260120.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -260133.562500 Penalty: 2771.321533
	Iteration 17Q: 3 clusters Score -260133.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -260145.062500 Penalty: 2771.321533
	Iteration 18Q: 3 clusters Score -260145.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -260157.328125 Penalty: 2771.321533
	Iteration 19Q: 3 clusters Score -260157.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -260164.640625 Penalty: 2771.321533
	Iteration 20F: 3 clusters Score -260164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -260170.703125 Penalty: 2771.321533
	Iteration 21Q: 3 clusters Score -260170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -260176.015625 Penalty: 2771.321533
	Iteration 22Q: 3 clusters Score -260176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -260182.296875 Penalty: 2771.321533
	Iteration 23Q: 3 clusters Score -260182.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -260190.375000 Penalty: 2771.321533
	Iteration 24Q: 3 clusters Score -260190.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -260196.906250 Penalty: 2771.321533
	Iteration 25Q: 3 clusters Score -260196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -260203.171875 Penalty: 2771.321533
	Iteration 26Q: 3 clusters Score -260203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -260208.250000 Penalty: 2771.321533
	Iteration 27Q: 3 clusters Score -260208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -260213.296875 Penalty: 2771.321533
	Iteration 28Q: 3 clusters Score -260213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -260216.125000 Penalty: 2771.321533
	Iteration 29Q: 3 clusters Score -260216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -260217.265625 Penalty: 2771.321533
	Iteration 30Q: 3 clusters Score -260217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -260219.296875 Penalty: 2771.321533
	Iteration 31Q: 3 clusters Score -260219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -260222.312500 Penalty: 2771.321533
	Iteration 32Q: 3 clusters Score -260222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -260224.656250 Penalty: 2771.321533
	Iteration 33Q: 3 clusters Score -260224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -260227.843750 Penalty: 2771.321533
	Iteration 34Q: 3 clusters Score -260227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -260229.812500 Penalty: 2771.321533
	Iteration 35Q: 3 clusters Score -260229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -260230.046875 Penalty: 2771.321533
	Iteration 36Q: 3 clusters Score -260230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -260230.609375 Penalty: 2771.321533
	Iteration 37Q: 3 clusters Score -260230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -260230.609375 Penalty: 2771.321533
	Iteration 38F: 3 clusters Score -260230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Entering Unmasked Estep 
Score: -2393609.750000 Penalty: 1756.803955
	Iteration 0F: 2 clusters Score -2393610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2360392.500000 Penalty: 3513.607910
	Iteration 0F: 3 clusters Score -2360392 nChanged 23253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2373723.000000 Penalty: 3513.607910
	Iteration 1F: 3 clusters Score -2373723 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2374357.250000 Penalty: 3513.607910
	Iteration 2Q: 3 clusters Score -2374357 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -2375054.750000 Penalty: 3513.607910
	Iteration 3Q: 3 clusters Score -2375055 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -2375977.500000 Penalty: 3513.607910
	Iteration 4Q: 3 clusters Score -2375978 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -2377320.000000 Penalty: 3513.607910
	Iteration 5Q: 3 clusters Score -2377320 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -2379144.250000 Penalty: 3513.607910
	Iteration 6F: 3 clusters Score -2379144 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -2381580.000000 Penalty: 3513.607910
	Iteration 7F: 3 clusters Score -2381580 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -2384087.500000 Penalty: 3513.607910
	Iteration 8F: 3 clusters Score -2384088 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -2386204.000000 Penalty: 3513.607910
	Iteration 9F: 3 clusters Score -2386204 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -2387643.000000 Penalty: 3513.607910
	Iteration 10Q: 3 clusters Score -2387643 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -2388475.250000 Penalty: 3513.607910
	Iteration 11Q: 3 clusters Score -2388475 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -2388980.000000 Penalty: 3513.607910
	Iteration 12Q: 3 clusters Score -2388980 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -2389351.000000 Penalty: 3513.607910
	Iteration 13Q: 3 clusters Score -2389351 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -2389684.000000 Penalty: 3513.607910
	Iteration 14Q: 3 clusters Score -2389684 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -2389981.750000 Penalty: 3513.607910
	Iteration 15Q: 3 clusters Score -2389982 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -2390244.750000 Penalty: 3513.607910
	Iteration 16Q: 3 clusters Score -2390245 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -2390465.500000 Penalty: 3513.607910
	Iteration 17Q: 3 clusters Score -2390466 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -2390696.250000 Penalty: 3513.607910
	Iteration 18Q: 3 clusters Score -2390696 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -2390901.750000 Penalty: 3513.607910
	Iteration 19Q: 3 clusters Score -2390902 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -2391067.500000 Penalty: 3513.607910
	Iteration 20F: 3 clusters Score -2391068 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -2391228.750000 Penalty: 3513.607910
	Iteration 21Q: 3 clusters Score -2391229 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -2391356.750000 Penalty: 3513.607910
	Iteration 22Q: 3 clusters Score -2391357 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -2391468.750000 Penalty: 3513.607910
	Iteration 23Q: 3 clusters Score -2391469 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -2391571.250000 Penalty: 3513.607910
	Iteration 24Q: 3 clusters Score -2391571 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -2391669.500000 Penalty: 3513.607910
	Iteration 25Q: 3 clusters Score -2391670 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -2391746.000000 Penalty: 3513.607910
	Iteration 26Q: 3 clusters Score -2391746 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -2391805.750000 Penalty: 3513.607910
	Iteration 27Q: 3 clusters Score -2391806 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -2391851.500000 Penalty: 3513.607910
	Iteration 28Q: 3 clusters Score -2391852 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -2391896.000000 Penalty: 3513.607910
	Iteration 29Q: 3 clusters Score -2391896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -2391935.500000 Penalty: 3513.607910
	Iteration 30Q: 3 clusters Score -2391936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -2391981.750000 Penalty: 3513.607910
	Iteration 31Q: 3 clusters Score -2391982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -2392006.250000 Penalty: 3513.607910
	Iteration 32Q: 3 clusters Score -2392006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -2392037.500000 Penalty: 3513.607910
	Iteration 33Q: 3 clusters Score -2392038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -2392053.750000 Penalty: 3513.607910
	Iteration 34Q: 3 clusters Score -2392054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -2392066.500000 Penalty: 3513.607910
	Iteration 35Q: 3 clusters Score -2392066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -2392078.750000 Penalty: 3513.607910
	Iteration 36Q: 3 clusters Score -2392079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -2392097.000000 Penalty: 3513.607910
	Iteration 37Q: 3 clusters Score -2392097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -2392104.750000 Penalty: 3513.607910
	Iteration 38Q: 3 clusters Score -2392105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -2392103.250000 Penalty: 3513.607910
	Iteration 39Q: 3 clusters Score -2392103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -2392111.750000 Penalty: 3513.607910
	Iteration 40F: 3 clusters Score -2392112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -2392116.250000 Penalty: 3513.607910
	Iteration 41Q: 3 clusters Score -2392116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -2392125.250000 Penalty: 3513.607910
	Iteration 42Q: 3 clusters Score -2392125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -2392131.250000 Penalty: 3513.607910
	Iteration 43Q: 3 clusters Score -2392131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -2392134.250000 Penalty: 3513.607910
	Iteration 44Q: 3 clusters Score -2392134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -2392131.750000 Penalty: 3513.607910
	Iteration 45Q: 3 clusters Score -2392132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -2392137.750000 Penalty: 3513.607910
	Iteration 46Q: 3 clusters Score -2392138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -2392142.250000 Penalty: 3513.607910
	Iteration 47Q: 3 clusters Score -2392142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -2392144.000000 Penalty: 3513.607910
	Iteration 48Q: 3 clusters Score -2392144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -2392147.250000 Penalty: 3513.607910
	Iteration 49Q: 3 clusters Score -2392147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -2392152.750000 Penalty: 3513.607910
	Iteration 50Q: 3 clusters Score -2392153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -2392153.500000 Penalty: 3513.607910
	Iteration 51Q: 3 clusters Score -2392154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -2392153.500000 Penalty: 3513.607910
	Iteration 52Q: 3 clusters Score -2392154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -2392159.250000 Penalty: 3513.607910
	Iteration 53Q: 3 clusters Score -2392159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -2392161.500000 Penalty: 3513.607910
	Iteration 54Q: 3 clusters Score -2392162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -2392163.000000 Penalty: 3513.607910
	Iteration 55Q: 3 clusters Score -2392163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -2392160.750000 Penalty: 3513.607910
	Iteration 56Q: 3 clusters Score -2392161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -2392163.500000 Penalty: 3513.607910
	Iteration 57Q: 3 clusters Score -2392164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -2392165.750000 Penalty: 3513.607910
	Iteration 58Q: 3 clusters Score -2392166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -2392165.750000 Penalty: 3513.607910
	Iteration 59F: 3 clusters Score -2392166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -270955.375000 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -270955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -266776.531250 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -266776.5 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -267942.125000 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -267942.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -268125.125000 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -268125.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -268245.718750 Penalty: 2781.333984
	Iteration 3F: 3 clusters Score -268245.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -268318.968750 Penalty: 2781.333984
	Iteration 4Q: 3 clusters Score -268319 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -268384.906250 Penalty: 2781.333984
	Iteration 5Q: 3 clusters Score -268384.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -268445.187500 Penalty: 2781.333984
	Iteration 6Q: 3 clusters Score -268445.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -268505.812500 Penalty: 2781.333984
	Iteration 7Q: 3 clusters Score -268505.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -268572.406250 Penalty: 2781.333984
	Iteration 8Q: 3 clusters Score -268572.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -268651.031250 Penalty: 2781.333984
	Iteration 9Q: 3 clusters Score -268651 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -268746.218750 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -268746.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -268868.000000 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -268868 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268995.750000 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -268995.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -269115.718750 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -269115.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -269229.687500 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -269229.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -269328.687500 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -269328.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -269424.281250 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -269424.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -269519.468750 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -269519.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -269588.718750 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -269588.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -269634.343750 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -269634.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -269657.187500 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -269657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -269673.843750 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -269673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -269683.875000 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -269683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -269693.718750 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -269693.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -269705.375000 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -269705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -269714.687500 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -269714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -269719.500000 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -269719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -269722.468750 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -269722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -269727.468750 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -269727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -269731.968750 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -269732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -269735.687500 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -269735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -269738.750000 Penalty: 2781.333984
	Iteration 31Q: 3 clusters Score -269738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -269746.750000 Penalty: 2781.333984
	Iteration 32Q: 3 clusters Score -269746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -269748.593750 Penalty: 2781.333984
	Iteration 33Q: 3 clusters Score -269748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -269749.750000 Penalty: 2781.333984
	Iteration 34Q: 3 clusters Score -269749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -269749.750000 Penalty: 2781.333984
	Iteration 35F: 3 clusters Score -269749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Entering Unmasked Estep 
Score: -1113389.125000 Penalty: 1629.830200
	Iteration 0F: 2 clusters Score -1113389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1098076.000000 Penalty: 3259.660400
	Iteration 0F: 3 clusters Score -1098076 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1103668.000000 Penalty: 3259.660400
	Iteration 1F: 3 clusters Score -1103668 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1104073.625000 Penalty: 3259.660400
	Iteration 2Q: 3 clusters Score -1104074 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1104618.875000 Penalty: 3259.660400
	Iteration 3Q: 3 clusters Score -1104619 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1105401.500000 Penalty: 3259.660400
	Iteration 4F: 3 clusters Score -1105402 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1106341.500000 Penalty: 3259.660400
	Iteration 5F: 3 clusters Score -1106342 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1107409.875000 Penalty: 3259.660400
	Iteration 6F: 3 clusters Score -1107410 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1108579.750000 Penalty: 3259.660400
	Iteration 7F: 3 clusters Score -1108580 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1109630.125000 Penalty: 3259.660400
	Iteration 8F: 3 clusters Score -1109630 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1110323.000000 Penalty: 3259.660400
	Iteration 9F: 3 clusters Score -1110323 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1110685.625000 Penalty: 3259.660400
	Iteration 10Q: 3 clusters Score -1110686 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1110913.125000 Penalty: 3259.660400
	Iteration 11Q: 3 clusters Score -1110913 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1111093.750000 Penalty: 3259.660400
	Iteration 12Q: 3 clusters Score -1111094 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1111238.375000 Penalty: 3259.660400
	Iteration 13Q: 3 clusters Score -1111238 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1111350.875000 Penalty: 3259.660400
	Iteration 14Q: 3 clusters Score -1111351 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1111456.625000 Penalty: 3259.660400
	Iteration 15Q: 3 clusters Score -1111457 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1111540.625000 Penalty: 3259.660400
	Iteration 16Q: 3 clusters Score -1111541 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1111604.750000 Penalty: 3259.660400
	Iteration 17Q: 3 clusters Score -1111605 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1111659.125000 Penalty: 3259.660400
	Iteration 18Q: 3 clusters Score -1111659 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1111691.875000 Penalty: 3259.660400
	Iteration 19Q: 3 clusters Score -1111692 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1111725.000000 Penalty: 3259.660400
	Iteration 20F: 3 clusters Score -1111725 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1111753.000000 Penalty: 3259.660400
	Iteration 21Q: 3 clusters Score -1111753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1111773.000000 Penalty: 3259.660400
	Iteration 22Q: 3 clusters Score -1111773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1111792.625000 Penalty: 3259.660400
	Iteration 23Q: 3 clusters Score -1111793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1111804.250000 Penalty: 3259.660400
	Iteration 24Q: 3 clusters Score -1111804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1111819.125000 Penalty: 3259.660400
	Iteration 25Q: 3 clusters Score -1111819 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1111832.250000 Penalty: 3259.660400
	Iteration 26Q: 3 clusters Score -1111832 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1111840.250000 Penalty: 3259.660400
	Iteration 27Q: 3 clusters Score -1111840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1111849.250000 Penalty: 3259.660400
	Iteration 28Q: 3 clusters Score -1111849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1111857.500000 Penalty: 3259.660400
	Iteration 29Q: 3 clusters Score -1111858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1111866.000000 Penalty: 3259.660400
	Iteration 30Q: 3 clusters Score -1111866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1111873.750000 Penalty: 3259.660400
	Iteration 31Q: 3 clusters Score -1111874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1111890.500000 Penalty: 3259.660400
	Iteration 32Q: 3 clusters Score -1111890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1111899.750000 Penalty: 3259.660400
	Iteration 33Q: 3 clusters Score -1111900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1111913.500000 Penalty: 3259.660400
	Iteration 34Q: 3 clusters Score -1111914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1111925.375000 Penalty: 3259.660400
	Iteration 35Q: 3 clusters Score -1111925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1111934.625000 Penalty: 3259.660400
	Iteration 36Q: 3 clusters Score -1111935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1111946.375000 Penalty: 3259.660400
	Iteration 37Q: 3 clusters Score -1111946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1111955.125000 Penalty: 3259.660400
	Iteration 38Q: 3 clusters Score -1111955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1111961.875000 Penalty: 3259.660400
	Iteration 39Q: 3 clusters Score -1111962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1111971.875000 Penalty: 3259.660400
	Iteration 40F: 3 clusters Score -1111972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1111981.125000 Penalty: 3259.660400
	Iteration 41Q: 3 clusters Score -1111981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1111986.250000 Penalty: 3259.660400
	Iteration 42Q: 3 clusters Score -1111986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1112000.625000 Penalty: 3259.660400
	Iteration 43Q: 3 clusters Score -1112001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1112007.250000 Penalty: 3259.660400
	Iteration 44Q: 3 clusters Score -1112007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1112013.625000 Penalty: 3259.660400
	Iteration 45Q: 3 clusters Score -1112014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1112017.875000 Penalty: 3259.660400
	Iteration 46Q: 3 clusters Score -1112018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1112027.000000 Penalty: 3259.660400
	Iteration 47Q: 3 clusters Score -1112027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1112031.125000 Penalty: 3259.660400
	Iteration 48Q: 3 clusters Score -1112031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1112036.125000 Penalty: 3259.660400
	Iteration 49Q: 3 clusters Score -1112036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1112046.875000 Penalty: 3259.660400
	Iteration 50Q: 3 clusters Score -1112047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1112053.500000 Penalty: 3259.660400
	Iteration 51Q: 3 clusters Score -1112054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1112063.250000 Penalty: 3259.660400
	Iteration 52Q: 3 clusters Score -1112063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1112071.125000 Penalty: 3259.660400
	Iteration 53Q: 3 clusters Score -1112071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1112081.750000 Penalty: 3259.660400
	Iteration 54Q: 3 clusters Score -1112082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1112088.625000 Penalty: 3259.660400
	Iteration 55Q: 3 clusters Score -1112089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1112096.000000 Penalty: 3259.660400
	Iteration 56Q: 3 clusters Score -1112096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1112099.750000 Penalty: 3259.660400
	Iteration 57Q: 3 clusters Score -1112100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1112103.250000 Penalty: 3259.660400
	Iteration 58Q: 3 clusters Score -1112103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1112109.625000 Penalty: 3259.660400
	Iteration 59Q: 3 clusters Score -1112110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1112113.000000 Penalty: 3259.660400
	Iteration 60F: 3 clusters Score -1112113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1112116.125000 Penalty: 3259.660400
	Iteration 61Q: 3 clusters Score -1112116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1112122.125000 Penalty: 3259.660400
	Iteration 62Q: 3 clusters Score -1112122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1112124.625000 Penalty: 3259.660400
	Iteration 63Q: 3 clusters Score -1112125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1112129.250000 Penalty: 3259.660400
	Iteration 64Q: 3 clusters Score -1112129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1112135.500000 Penalty: 3259.660400
	Iteration 65Q: 3 clusters Score -1112136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1112143.375000 Penalty: 3259.660400
	Iteration 66Q: 3 clusters Score -1112143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1112148.625000 Penalty: 3259.660400
	Iteration 67Q: 3 clusters Score -1112149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1112155.500000 Penalty: 3259.660400
	Iteration 68Q: 3 clusters Score -1112156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1112153.375000 Penalty: 3259.660400
	Iteration 69Q: 3 clusters Score -1112153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1112156.125000 Penalty: 3259.660400
	Iteration 70Q: 3 clusters Score -1112156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1112160.250000 Penalty: 3259.660400
	Iteration 71Q: 3 clusters Score -1112160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1112162.250000 Penalty: 3259.660400
	Iteration 72Q: 3 clusters Score -1112162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1112169.625000 Penalty: 3259.660400
	Iteration 73Q: 3 clusters Score -1112170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1112172.000000 Penalty: 3259.660400
	Iteration 74Q: 3 clusters Score -1112172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1112173.875000 Penalty: 3259.660400
	Iteration 75Q: 3 clusters Score -1112174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1112178.250000 Penalty: 3259.660400
	Iteration 76Q: 3 clusters Score -1112178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1112177.625000 Penalty: 3259.660400
	Iteration 77Q: 3 clusters Score -1112178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -1112182.375000 Penalty: 3259.660400
	Iteration 78Q: 3 clusters Score -1112182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1112183.625000 Penalty: 3259.660400
	Iteration 79Q: 3 clusters Score -1112184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1112181.750000 Penalty: 3259.660400
	Iteration 80F: 3 clusters Score -1112182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1112179.000000 Penalty: 3259.660400
	Iteration 81Q: 3 clusters Score -1112179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1112181.875000 Penalty: 3259.660400
	Iteration 82Q: 3 clusters Score -1112182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1112182.500000 Penalty: 3259.660400
	Iteration 83Q: 3 clusters Score -1112182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1112183.750000 Penalty: 3259.660400
	Iteration 84Q: 3 clusters Score -1112184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1112184.625000 Penalty: 3259.660400
	Iteration 85Q: 3 clusters Score -1112185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1112187.375000 Penalty: 3259.660400
	Iteration 86Q: 3 clusters Score -1112187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1112186.500000 Penalty: 3259.660400
	Iteration 87Q: 3 clusters Score -1112186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1112185.875000 Penalty: 3259.660400
	Iteration 88Q: 3 clusters Score -1112186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -1112187.875000 Penalty: 3259.660400
	Iteration 89Q: 3 clusters Score -1112188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1112188.125000 Penalty: 3259.660400
	Iteration 90Q: 3 clusters Score -1112188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1112187.875000 Penalty: 3259.660400
	Iteration 91Q: 3 clusters Score -1112188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1112189.750000 Penalty: 3259.660400
	Iteration 92Q: 3 clusters Score -1112190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1112192.750000 Penalty: 3259.660400
	Iteration 93Q: 3 clusters Score -1112193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1112194.500000 Penalty: 3259.660400
	Iteration 94Q: 3 clusters Score -1112194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1112194.625000 Penalty: 3259.660400
	Iteration 95Q: 3 clusters Score -1112195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1112197.625000 Penalty: 3259.660400
	Iteration 96Q: 3 clusters Score -1112198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1112196.750000 Penalty: 3259.660400
	Iteration 97Q: 3 clusters Score -1112197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1112197.125000 Penalty: 3259.660400
	Iteration 98Q: 3 clusters Score -1112197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1112196.875000 Penalty: 3259.660400
	Iteration 99Q: 3 clusters Score -1112197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1112197.750000 Penalty: 3259.660400
	Iteration 100F: 3 clusters Score -1112198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1112201.500000 Penalty: 3259.660400
	Iteration 101Q: 3 clusters Score -1112202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1112201.125000 Penalty: 3259.660400
	Iteration 102Q: 3 clusters Score -1112201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1112201.250000 Penalty: 3259.660400
	Iteration 103Q: 3 clusters Score -1112201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1112200.750000 Penalty: 3259.660400
	Iteration 104Q: 3 clusters Score -1112201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1112205.375000 Penalty: 3259.660400
	Iteration 105Q: 3 clusters Score -1112205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1112207.750000 Penalty: 3259.660400
	Iteration 106Q: 3 clusters Score -1112208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1112207.750000 Penalty: 3259.660400
	Iteration 107Q: 3 clusters Score -1112208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1112207.500000 Penalty: 3259.660400
	Iteration 108Q: 3 clusters Score -1112208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1112205.750000 Penalty: 3259.660400
	Iteration 109Q: 3 clusters Score -1112206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -1112207.250000 Penalty: 3259.660400
	Iteration 110Q: 3 clusters Score -1112207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1112207.000000 Penalty: 3259.660400
	Iteration 111Q: 3 clusters Score -1112207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1112205.625000 Penalty: 3259.660400
	Iteration 112Q: 3 clusters Score -1112206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1112207.875000 Penalty: 3259.660400
	Iteration 113Q: 3 clusters Score -1112208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1112206.625000 Penalty: 3259.660400
	Iteration 114Q: 3 clusters Score -1112207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1112206.875000 Penalty: 3259.660400
	Iteration 115Q: 3 clusters Score -1112207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1112209.250000 Penalty: 3259.660400
	Iteration 116Q: 3 clusters Score -1112209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1112208.750000 Penalty: 3259.660400
	Iteration 117Q: 3 clusters Score -1112209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1112210.250000 Penalty: 3259.660400
	Iteration 118Q: 3 clusters Score -1112210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -1112210.250000 Penalty: 3259.660400
	Iteration 119Q: 3 clusters Score -1112210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1112210.500000 Penalty: 3259.660400
	Iteration 120F: 3 clusters Score -1112210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1112211.625000 Penalty: 3259.660400
	Iteration 121Q: 3 clusters Score -1112212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1112211.375000 Penalty: 3259.660400
	Iteration 122Q: 3 clusters Score -1112211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1112214.375000 Penalty: 3259.660400
	Iteration 123Q: 3 clusters Score -1112214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1112214.875000 Penalty: 3259.660400
	Iteration 124Q: 3 clusters Score -1112215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1112215.250000 Penalty: 3259.660400
	Iteration 125Q: 3 clusters Score -1112215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -1112215.750000 Penalty: 3259.660400
	Iteration 126Q: 3 clusters Score -1112216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1112216.875000 Penalty: 3259.660400
	Iteration 127Q: 3 clusters Score -1112217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1112217.000000 Penalty: 3259.660400
	Iteration 128Q: 3 clusters Score -1112217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1112217.000000 Penalty: 3259.660400
	Iteration 129F: 3 clusters Score -1112217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Entering Unmasked Estep 
Score: -3651168.750000 Penalty: 1825.399048
	Iteration 0F: 2 clusters Score -3651169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -3600863.500000 Penalty: 3650.798096
	Iteration 0F: 3 clusters Score -3600864 nChanged 35771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -3621213.000000 Penalty: 3650.798096
	Iteration 1F: 3 clusters Score -3621213 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3621904.750000 Penalty: 3650.798096
	Iteration 2Q: 3 clusters Score -3621905 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -3622816.500000 Penalty: 3650.798096
	Iteration 3Q: 3 clusters Score -3622816 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -3624007.000000 Penalty: 3650.798096
	Iteration 4Q: 3 clusters Score -3624007 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -3625657.750000 Penalty: 3650.798096
	Iteration 5Q: 3 clusters Score -3625658 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -3627760.750000 Penalty: 3650.798096
	Iteration 6F: 3 clusters Score -3627761 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -3629918.750000 Penalty: 3650.798096
	Iteration 7F: 3 clusters Score -3629919 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -3632276.500000 Penalty: 3650.798096
	Iteration 8F: 3 clusters Score -3632276 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -3634747.000000 Penalty: 3650.798096
	Iteration 9F: 3 clusters Score -3634747 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -3637007.750000 Penalty: 3650.798096
	Iteration 10F: 3 clusters Score -3637008 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -3638930.500000 Penalty: 3650.798096
	Iteration 11Q: 3 clusters Score -3638930 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -3640331.250000 Penalty: 3650.798096
	Iteration 12Q: 3 clusters Score -3640331 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -3641211.500000 Penalty: 3650.798096
	Iteration 13Q: 3 clusters Score -3641212 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -3641896.750000 Penalty: 3650.798096
	Iteration 14Q: 3 clusters Score -3641897 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -3642486.250000 Penalty: 3650.798096
	Iteration 15Q: 3 clusters Score -3642486 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -3643088.250000 Penalty: 3650.798096
	Iteration 16Q: 3 clusters Score -3643088 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -3643723.250000 Penalty: 3650.798096
	Iteration 17Q: 3 clusters Score -3643723 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -3644385.500000 Penalty: 3650.798096
	Iteration 18Q: 3 clusters Score -3644386 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -3645051.500000 Penalty: 3650.798096
	Iteration 19Q: 3 clusters Score -3645052 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -3645715.500000 Penalty: 3650.798096
	Iteration 20F: 3 clusters Score -3645716 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -3646352.500000 Penalty: 3650.798096
	Iteration 21Q: 3 clusters Score -3646352 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -3646881.500000 Penalty: 3650.798096
	Iteration 22Q: 3 clusters Score -3646882 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -3647431.000000 Penalty: 3650.798096
	Iteration 23Q: 3 clusters Score -3647431 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -3647847.250000 Penalty: 3650.798096
	Iteration 24Q: 3 clusters Score -3647847 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -3648275.250000 Penalty: 3650.798096
	Iteration 25Q: 3 clusters Score -3648275 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -3648584.500000 Penalty: 3650.798096
	Iteration 26Q: 3 clusters Score -3648584 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -3648877.500000 Penalty: 3650.798096
	Iteration 27Q: 3 clusters Score -3648878 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -3649106.250000 Penalty: 3650.798096
	Iteration 28Q: 3 clusters Score -3649106 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -3649325.250000 Penalty: 3650.798096
	Iteration 29Q: 3 clusters Score -3649325 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -3649552.000000 Penalty: 3650.798096
	Iteration 30Q: 3 clusters Score -3649552 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -3649722.250000 Penalty: 3650.798096
	Iteration 31Q: 3 clusters Score -3649722 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 70875 members 
Entering Unmasked Estep 
Score: -3649872.250000 Penalty: 3650.798096
	Iteration 32Q: 3 clusters Score -3649872 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -3650016.750000 Penalty: 3650.798096
	Iteration 33Q: 3 clusters Score -3650017 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -3650115.500000 Penalty: 3650.798096
	Iteration 34Q: 3 clusters Score -3650116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -3650236.500000 Penalty: 3650.798096
	Iteration 35Q: 3 clusters Score -3650236 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -3650314.750000 Penalty: 3650.798096
	Iteration 36Q: 3 clusters Score -3650315 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -3650380.250000 Penalty: 3650.798096
	Iteration 37Q: 3 clusters Score -3650380 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -3650435.250000 Penalty: 3650.798096
	Iteration 38Q: 3 clusters Score -3650435 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -3650476.250000 Penalty: 3650.798096
	Iteration 39Q: 3 clusters Score -3650476 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -3650516.500000 Penalty: 3650.798096
	Iteration 40F: 3 clusters Score -3650516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -3650549.750000 Penalty: 3650.798096
	Iteration 41Q: 3 clusters Score -3650550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -3650572.500000 Penalty: 3650.798096
	Iteration 42Q: 3 clusters Score -3650572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -3650589.500000 Penalty: 3650.798096
	Iteration 43Q: 3 clusters Score -3650590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -3650595.250000 Penalty: 3650.798096
	Iteration 44Q: 3 clusters Score -3650595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -3650608.000000 Penalty: 3650.798096
	Iteration 45Q: 3 clusters Score -3650608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -3650611.500000 Penalty: 3650.798096
	Iteration 46Q: 3 clusters Score -3650612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -3650613.250000 Penalty: 3650.798096
	Iteration 47Q: 3 clusters Score -3650613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -3650616.500000 Penalty: 3650.798096
	Iteration 48Q: 3 clusters Score -3650616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -3650616.750000 Penalty: 3650.798096
	Iteration 49Q: 3 clusters Score -3650617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -3650619.500000 Penalty: 3650.798096
	Iteration 50Q: 3 clusters Score -3650620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -3650620.000000 Penalty: 3650.798096
	Iteration 51Q: 3 clusters Score -3650620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -3650620.000000 Penalty: 3650.798096
	Iteration 52F: 3 clusters Score -3650620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -357217.062500 Penalty: 1448.473755
	Iteration 0F: 2 clusters Score -357217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -351652.312500 Penalty: 2896.947510
	Iteration 0F: 3 clusters Score -351652.3 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -353257.218750 Penalty: 2896.947510
	Iteration 1F: 3 clusters Score -353257.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -353428.156250 Penalty: 2896.947510
	Iteration 2F: 3 clusters Score -353428.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -353581.781250 Penalty: 2896.947510
	Iteration 3Q: 3 clusters Score -353581.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -353691.187500 Penalty: 2896.947510
	Iteration 4Q: 3 clusters Score -353691.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -353778.531250 Penalty: 2896.947510
	Iteration 5Q: 3 clusters Score -353778.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -353845.937500 Penalty: 2896.947510
	Iteration 6Q: 3 clusters Score -353845.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -353900.281250 Penalty: 2896.947510
	Iteration 7Q: 3 clusters Score -353900.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -353944.000000 Penalty: 2896.947510
	Iteration 8Q: 3 clusters Score -353944 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -353982.937500 Penalty: 2896.947510
	Iteration 9Q: 3 clusters Score -353982.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -354023.781250 Penalty: 2896.947510
	Iteration 10Q: 3 clusters Score -354023.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -354074.625000 Penalty: 2896.947510
	Iteration 11Q: 3 clusters Score -354074.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -354135.312500 Penalty: 2896.947510
	Iteration 12Q: 3 clusters Score -354135.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -354202.968750 Penalty: 2896.947510
	Iteration 13Q: 3 clusters Score -354203 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -354272.437500 Penalty: 2896.947510
	Iteration 14Q: 3 clusters Score -354272.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -354338.125000 Penalty: 2896.947510
	Iteration 15Q: 3 clusters Score -354338.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -354411.468750 Penalty: 2896.947510
	Iteration 16Q: 3 clusters Score -354411.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -354502.937500 Penalty: 2896.947510
	Iteration 17Q: 3 clusters Score -354502.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -354609.000000 Penalty: 2896.947510
	Iteration 18Q: 3 clusters Score -354609 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -354709.968750 Penalty: 2896.947510
	Iteration 19Q: 3 clusters Score -354710 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -354799.406250 Penalty: 2896.947510
	Iteration 20F: 3 clusters Score -354799.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -354853.218750 Penalty: 2896.947510
	Iteration 21Q: 3 clusters Score -354853.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -354893.718750 Penalty: 2896.947510
	Iteration 22Q: 3 clusters Score -354893.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -354933.500000 Penalty: 2896.947510
	Iteration 23Q: 3 clusters Score -354933.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -354969.375000 Penalty: 2896.947510
	Iteration 24Q: 3 clusters Score -354969.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -355008.437500 Penalty: 2896.947510
	Iteration 25Q: 3 clusters Score -355008.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -355048.718750 Penalty: 2896.947510
	Iteration 26Q: 3 clusters Score -355048.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -355098.843750 Penalty: 2896.947510
	Iteration 27Q: 3 clusters Score -355098.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -355155.375000 Penalty: 2896.947510
	Iteration 28Q: 3 clusters Score -355155.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -355225.000000 Penalty: 2896.947510
	Iteration 29Q: 3 clusters Score -355225 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -355282.218750 Penalty: 2896.947510
	Iteration 30Q: 3 clusters Score -355282.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -355324.687500 Penalty: 2896.947510
	Iteration 31Q: 3 clusters Score -355324.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -355359.812500 Penalty: 2896.947510
	Iteration 32Q: 3 clusters Score -355359.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -355393.218750 Penalty: 2896.947510
	Iteration 33Q: 3 clusters Score -355393.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -355418.656250 Penalty: 2896.947510
	Iteration 34Q: 3 clusters Score -355418.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -355439.531250 Penalty: 2896.947510
	Iteration 35Q: 3 clusters Score -355439.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -355461.375000 Penalty: 2896.947510
	Iteration 36Q: 3 clusters Score -355461.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -355489.250000 Penalty: 2896.947510
	Iteration 37Q: 3 clusters Score -355489.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -355517.031250 Penalty: 2896.947510
	Iteration 38Q: 3 clusters Score -355517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -355545.437500 Penalty: 2896.947510
	Iteration 39Q: 3 clusters Score -355545.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -355578.656250 Penalty: 2896.947510
	Iteration 40F: 3 clusters Score -355578.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -355610.468750 Penalty: 2896.947510
	Iteration 41Q: 3 clusters Score -355610.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -355640.343750 Penalty: 2896.947510
	Iteration 42Q: 3 clusters Score -355640.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -355667.593750 Penalty: 2896.947510
	Iteration 43Q: 3 clusters Score -355667.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -355696.062500 Penalty: 2896.947510
	Iteration 44Q: 3 clusters Score -355696.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -355720.718750 Penalty: 2896.947510
	Iteration 45Q: 3 clusters Score -355720.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -355746.906250 Penalty: 2896.947510
	Iteration 46Q: 3 clusters Score -355746.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -355780.062500 Penalty: 2896.947510
	Iteration 47Q: 3 clusters Score -355780.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -355814.968750 Penalty: 2896.947510
	Iteration 48Q: 3 clusters Score -355815 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -355844.000000 Penalty: 2896.947510
	Iteration 49Q: 3 clusters Score -355844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -355867.093750 Penalty: 2896.947510
	Iteration 50Q: 3 clusters Score -355867.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -355886.250000 Penalty: 2896.947510
	Iteration 51Q: 3 clusters Score -355886.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -355897.437500 Penalty: 2896.947510
	Iteration 52Q: 3 clusters Score -355897.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -355908.343750 Penalty: 2896.947510
	Iteration 53Q: 3 clusters Score -355908.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -355919.062500 Penalty: 2896.947510
	Iteration 54Q: 3 clusters Score -355919.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -355925.218750 Penalty: 2896.947510
	Iteration 55Q: 3 clusters Score -355925.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -355929.968750 Penalty: 2896.947510
	Iteration 56Q: 3 clusters Score -355930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -355933.968750 Penalty: 2896.947510
	Iteration 57Q: 3 clusters Score -355934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -355934.906250 Penalty: 2896.947510
	Iteration 58Q: 3 clusters Score -355934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -355937.937500 Penalty: 2896.947510
	Iteration 59Q: 3 clusters Score -355937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -355940.156250 Penalty: 2896.947510
	Iteration 60F: 3 clusters Score -355940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -355942.656250 Penalty: 2896.947510
	Iteration 61Q: 3 clusters Score -355942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -355944.187500 Penalty: 2896.947510
	Iteration 62Q: 3 clusters Score -355944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -355945.531250 Penalty: 2896.947510
	Iteration 63Q: 3 clusters Score -355945.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -355945.906250 Penalty: 2896.947510
	Iteration 64Q: 3 clusters Score -355945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -355946.875000 Penalty: 2896.947510
	Iteration 65Q: 3 clusters Score -355946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -355947.281250 Penalty: 2896.947510
	Iteration 66Q: 3 clusters Score -355947.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -355948.375000 Penalty: 2896.947510
	Iteration 67Q: 3 clusters Score -355948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -355948.562500 Penalty: 2896.947510
	Iteration 68Q: 3 clusters Score -355948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -355949.375000 Penalty: 2896.947510
	Iteration 69Q: 3 clusters Score -355949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -355949.250000 Penalty: 2896.947510
	Iteration 70Q: 3 clusters Score -355949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -355948.968750 Penalty: 2896.947510
	Iteration 71Q: 3 clusters Score -355949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -355949.781250 Penalty: 2896.947510
	Iteration 72Q: 3 clusters Score -355949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -355949.093750 Penalty: 2896.947510
	Iteration 73Q: 3 clusters Score -355949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -355949.093750 Penalty: 2896.947510
	Iteration 74F: 3 clusters Score -355949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Entering Unmasked Estep 
Score: -549003.437500 Penalty: 1515.675537
	Iteration 0F: 2 clusters Score -549003.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -541014.125000 Penalty: 3031.351074
	Iteration 0F: 3 clusters Score -541014.1 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -543579.812500 Penalty: 3031.351074
	Iteration 1F: 3 clusters Score -543579.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -543798.437500 Penalty: 3031.351074
	Iteration 2F: 3 clusters Score -543798.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -543957.500000 Penalty: 3031.351074
	Iteration 3Q: 3 clusters Score -543957.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -544088.562500 Penalty: 3031.351074
	Iteration 4Q: 3 clusters Score -544088.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -544208.750000 Penalty: 3031.351074
	Iteration 5Q: 3 clusters Score -544208.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -544329.625000 Penalty: 3031.351074
	Iteration 6Q: 3 clusters Score -544329.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -544473.250000 Penalty: 3031.351074
	Iteration 7Q: 3 clusters Score -544473.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -544623.000000 Penalty: 3031.351074
	Iteration 8Q: 3 clusters Score -544623 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -544807.312500 Penalty: 3031.351074
	Iteration 9Q: 3 clusters Score -544807.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -545018.000000 Penalty: 3031.351074
	Iteration 10Q: 3 clusters Score -545018 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -545254.812500 Penalty: 3031.351074
	Iteration 11Q: 3 clusters Score -545254.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -545570.562500 Penalty: 3031.351074
	Iteration 12Q: 3 clusters Score -545570.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -545899.625000 Penalty: 3031.351074
	Iteration 13Q: 3 clusters Score -545899.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -546184.312500 Penalty: 3031.351074
	Iteration 14Q: 3 clusters Score -546184.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -546436.750000 Penalty: 3031.351074
	Iteration 15Q: 3 clusters Score -546436.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -546651.125000 Penalty: 3031.351074
	Iteration 16Q: 3 clusters Score -546651.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -546818.500000 Penalty: 3031.351074
	Iteration 17Q: 3 clusters Score -546818.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -546953.125000 Penalty: 3031.351074
	Iteration 18Q: 3 clusters Score -546953.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -547063.437500 Penalty: 3031.351074
	Iteration 19Q: 3 clusters Score -547063.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -547151.187500 Penalty: 3031.351074
	Iteration 20F: 3 clusters Score -547151.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -547218.875000 Penalty: 3031.351074
	Iteration 21Q: 3 clusters Score -547218.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -547270.812500 Penalty: 3031.351074
	Iteration 22Q: 3 clusters Score -547270.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -547309.125000 Penalty: 3031.351074
	Iteration 23Q: 3 clusters Score -547309.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -547335.687500 Penalty: 3031.351074
	Iteration 24Q: 3 clusters Score -547335.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -547355.375000 Penalty: 3031.351074
	Iteration 25Q: 3 clusters Score -547355.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -547373.250000 Penalty: 3031.351074
	Iteration 26Q: 3 clusters Score -547373.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -547394.187500 Penalty: 3031.351074
	Iteration 27Q: 3 clusters Score -547394.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -547416.750000 Penalty: 3031.351074
	Iteration 28Q: 3 clusters Score -547416.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -547435.562500 Penalty: 3031.351074
	Iteration 29Q: 3 clusters Score -547435.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -547451.937500 Penalty: 3031.351074
	Iteration 30Q: 3 clusters Score -547451.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -547462.875000 Penalty: 3031.351074
	Iteration 31Q: 3 clusters Score -547462.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -547473.000000 Penalty: 3031.351074
	Iteration 32Q: 3 clusters Score -547473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -547484.312500 Penalty: 3031.351074
	Iteration 33Q: 3 clusters Score -547484.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -547500.250000 Penalty: 3031.351074
	Iteration 34Q: 3 clusters Score -547500.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -547512.625000 Penalty: 3031.351074
	Iteration 35Q: 3 clusters Score -547512.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -547528.375000 Penalty: 3031.351074
	Iteration 36Q: 3 clusters Score -547528.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -547539.750000 Penalty: 3031.351074
	Iteration 37Q: 3 clusters Score -547539.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -547555.062500 Penalty: 3031.351074
	Iteration 38Q: 3 clusters Score -547555.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -547567.750000 Penalty: 3031.351074
	Iteration 39Q: 3 clusters Score -547567.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -547578.750000 Penalty: 3031.351074
	Iteration 40F: 3 clusters Score -547578.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -547588.250000 Penalty: 3031.351074
	Iteration 41Q: 3 clusters Score -547588.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -547595.937500 Penalty: 3031.351074
	Iteration 42Q: 3 clusters Score -547595.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -547602.312500 Penalty: 3031.351074
	Iteration 43Q: 3 clusters Score -547602.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -547610.187500 Penalty: 3031.351074
	Iteration 44Q: 3 clusters Score -547610.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -547617.750000 Penalty: 3031.351074
	Iteration 45Q: 3 clusters Score -547617.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -547623.562500 Penalty: 3031.351074
	Iteration 46Q: 3 clusters Score -547623.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -547629.625000 Penalty: 3031.351074
	Iteration 47Q: 3 clusters Score -547629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -547634.750000 Penalty: 3031.351074
	Iteration 48Q: 3 clusters Score -547634.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -547643.375000 Penalty: 3031.351074
	Iteration 49Q: 3 clusters Score -547643.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -547652.062500 Penalty: 3031.351074
	Iteration 50Q: 3 clusters Score -547652.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -547659.000000 Penalty: 3031.351074
	Iteration 51Q: 3 clusters Score -547659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -547666.250000 Penalty: 3031.351074
	Iteration 52Q: 3 clusters Score -547666.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -547672.062500 Penalty: 3031.351074
	Iteration 53Q: 3 clusters Score -547672.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -547677.187500 Penalty: 3031.351074
	Iteration 54Q: 3 clusters Score -547677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -547685.062500 Penalty: 3031.351074
	Iteration 55Q: 3 clusters Score -547685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -547690.062500 Penalty: 3031.351074
	Iteration 56Q: 3 clusters Score -547690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -547694.000000 Penalty: 3031.351074
	Iteration 57Q: 3 clusters Score -547694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -547700.750000 Penalty: 3031.351074
	Iteration 58Q: 3 clusters Score -547700.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -547709.000000 Penalty: 3031.351074
	Iteration 59Q: 3 clusters Score -547709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -547716.125000 Penalty: 3031.351074
	Iteration 60F: 3 clusters Score -547716.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -547720.812500 Penalty: 3031.351074
	Iteration 61Q: 3 clusters Score -547720.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -547727.000000 Penalty: 3031.351074
	Iteration 62Q: 3 clusters Score -547727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -547732.812500 Penalty: 3031.351074
	Iteration 63Q: 3 clusters Score -547732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -547737.937500 Penalty: 3031.351074
	Iteration 64Q: 3 clusters Score -547737.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -547743.062500 Penalty: 3031.351074
	Iteration 65Q: 3 clusters Score -547743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -547746.437500 Penalty: 3031.351074
	Iteration 66Q: 3 clusters Score -547746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -547750.062500 Penalty: 3031.351074
	Iteration 67Q: 3 clusters Score -547750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -547751.687500 Penalty: 3031.351074
	Iteration 68Q: 3 clusters Score -547751.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -547752.937500 Penalty: 3031.351074
	Iteration 69Q: 3 clusters Score -547752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -547754.875000 Penalty: 3031.351074
	Iteration 70Q: 3 clusters Score -547754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -547756.250000 Penalty: 3031.351074
	Iteration 71Q: 3 clusters Score -547756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -547759.437500 Penalty: 3031.351074
	Iteration 72Q: 3 clusters Score -547759.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -547761.625000 Penalty: 3031.351074
	Iteration 73Q: 3 clusters Score -547761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -547761.875000 Penalty: 3031.351074
	Iteration 74Q: 3 clusters Score -547761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -547763.625000 Penalty: 3031.351074
	Iteration 75Q: 3 clusters Score -547763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -547766.375000 Penalty: 3031.351074
	Iteration 76Q: 3 clusters Score -547766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -547767.875000 Penalty: 3031.351074
	Iteration 77Q: 3 clusters Score -547767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -547767.750000 Penalty: 3031.351074
	Iteration 78Q: 3 clusters Score -547767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -547767.750000 Penalty: 3031.351074
	Iteration 79F: 3 clusters Score -547767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -355820.281250 Penalty: 1446.560547
	Iteration 0F: 2 clusters Score -355820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -350370.812500 Penalty: 2893.121094
	Iteration 0F: 3 clusters Score -350370.8 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -352018.531250 Penalty: 2893.121094
	Iteration 1F: 3 clusters Score -352018.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -352185.406250 Penalty: 2893.121094
	Iteration 2F: 3 clusters Score -352185.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -352301.937500 Penalty: 2893.121094
	Iteration 3Q: 3 clusters Score -352301.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -352425.468750 Penalty: 2893.121094
	Iteration 4Q: 3 clusters Score -352425.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -352537.968750 Penalty: 2893.121094
	Iteration 5Q: 3 clusters Score -352538 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -352663.093750 Penalty: 2893.121094
	Iteration 6Q: 3 clusters Score -352663.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -352802.812500 Penalty: 2893.121094
	Iteration 7Q: 3 clusters Score -352802.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -352957.125000 Penalty: 2893.121094
	Iteration 8Q: 3 clusters Score -352957.1 nChanged 239
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: -353102.937500 Penalty: 2893.121094
	Iteration 9Q: 3 clusters Score -353102.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -353226.187500 Penalty: 2893.121094
	Iteration 10Q: 3 clusters Score -353226.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -353340.343750 Penalty: 2893.121094
	Iteration 11Q: 3 clusters Score -353340.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -353467.281250 Penalty: 2893.121094
	Iteration 12Q: 3 clusters Score -353467.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -353577.468750 Penalty: 2893.121094
	Iteration 13Q: 3 clusters Score -353577.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -353661.375000 Penalty: 2893.121094
	Iteration 14Q: 3 clusters Score -353661.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -353750.156250 Penalty: 2893.121094
	Iteration 15Q: 3 clusters Score -353750.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -353826.312500 Penalty: 2893.121094
	Iteration 16Q: 3 clusters Score -353826.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -353892.093750 Penalty: 2893.121094
	Iteration 17Q: 3 clusters Score -353892.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -353964.250000 Penalty: 2893.121094
	Iteration 18Q: 3 clusters Score -353964.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -354024.906250 Penalty: 2893.121094
	Iteration 19Q: 3 clusters Score -354024.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -354072.437500 Penalty: 2893.121094
	Iteration 20F: 3 clusters Score -354072.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -354106.875000 Penalty: 2893.121094
	Iteration 21Q: 3 clusters Score -354106.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -354140.468750 Penalty: 2893.121094
	Iteration 22Q: 3 clusters Score -354140.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -354167.593750 Penalty: 2893.121094
	Iteration 23Q: 3 clusters Score -354167.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -354193.625000 Penalty: 2893.121094
	Iteration 24Q: 3 clusters Score -354193.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -354222.937500 Penalty: 2893.121094
	Iteration 25Q: 3 clusters Score -354222.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -354246.500000 Penalty: 2893.121094
	Iteration 26Q: 3 clusters Score -354246.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -354270.218750 Penalty: 2893.121094
	Iteration 27Q: 3 clusters Score -354270.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -354293.468750 Penalty: 2893.121094
	Iteration 28Q: 3 clusters Score -354293.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -354313.156250 Penalty: 2893.121094
	Iteration 29Q: 3 clusters Score -354313.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -354333.718750 Penalty: 2893.121094
	Iteration 30Q: 3 clusters Score -354333.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -354363.750000 Penalty: 2893.121094
	Iteration 31Q: 3 clusters Score -354363.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -354389.625000 Penalty: 2893.121094
	Iteration 32Q: 3 clusters Score -354389.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -354409.812500 Penalty: 2893.121094
	Iteration 33Q: 3 clusters Score -354409.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -354428.343750 Penalty: 2893.121094
	Iteration 34Q: 3 clusters Score -354428.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -354446.125000 Penalty: 2893.121094
	Iteration 35Q: 3 clusters Score -354446.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -354459.000000 Penalty: 2893.121094
	Iteration 36Q: 3 clusters Score -354459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -354469.156250 Penalty: 2893.121094
	Iteration 37Q: 3 clusters Score -354469.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -354478.125000 Penalty: 2893.121094
	Iteration 38Q: 3 clusters Score -354478.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -354485.187500 Penalty: 2893.121094
	Iteration 39Q: 3 clusters Score -354485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -354495.031250 Penalty: 2893.121094
	Iteration 40F: 3 clusters Score -354495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -354509.937500 Penalty: 2893.121094
	Iteration 41Q: 3 clusters Score -354509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -354517.906250 Penalty: 2893.121094
	Iteration 42Q: 3 clusters Score -354517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -354522.125000 Penalty: 2893.121094
	Iteration 43Q: 3 clusters Score -354522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -354524.781250 Penalty: 2893.121094
	Iteration 44Q: 3 clusters Score -354524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -354526.750000 Penalty: 2893.121094
	Iteration 45Q: 3 clusters Score -354526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -354529.375000 Penalty: 2893.121094
	Iteration 46Q: 3 clusters Score -354529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -354533.031250 Penalty: 2893.121094
	Iteration 47Q: 3 clusters Score -354533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -354535.437500 Penalty: 2893.121094
	Iteration 48Q: 3 clusters Score -354535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -354540.125000 Penalty: 2893.121094
	Iteration 49Q: 3 clusters Score -354540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -354543.750000 Penalty: 2893.121094
	Iteration 50Q: 3 clusters Score -354543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -354547.031250 Penalty: 2893.121094
	Iteration 51Q: 3 clusters Score -354547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -354554.937500 Penalty: 2893.121094
	Iteration 52Q: 3 clusters Score -354554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -354559.812500 Penalty: 2893.121094
	Iteration 53Q: 3 clusters Score -354559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -354561.718750 Penalty: 2893.121094
	Iteration 54Q: 3 clusters Score -354561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -354563.156250 Penalty: 2893.121094
	Iteration 55Q: 3 clusters Score -354563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -354564.031250 Penalty: 2893.121094
	Iteration 56Q: 3 clusters Score -354564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -354567.562500 Penalty: 2893.121094
	Iteration 57Q: 3 clusters Score -354567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -354568.031250 Penalty: 2893.121094
	Iteration 58Q: 3 clusters Score -354568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -354570.000000 Penalty: 2893.121094
	Iteration 59Q: 3 clusters Score -354570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -354571.218750 Penalty: 2893.121094
	Iteration 60F: 3 clusters Score -354571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -354572.593750 Penalty: 2893.121094
	Iteration 61Q: 3 clusters Score -354572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -354574.062500 Penalty: 2893.121094
	Iteration 62Q: 3 clusters Score -354574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -354574.187500 Penalty: 2893.121094
	Iteration 63Q: 3 clusters Score -354574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -354575.250000 Penalty: 2893.121094
	Iteration 64Q: 3 clusters Score -354575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -354575.031250 Penalty: 2893.121094
	Iteration 65Q: 3 clusters Score -354575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -354575.031250 Penalty: 2893.121094
	Iteration 66F: 3 clusters Score -354575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -131690.718750 Penalty: 1283.793213
	Iteration 0F: 2 clusters Score -131690.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -129138.375000 Penalty: 2567.586426
	Iteration 0F: 3 clusters Score -129138.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -129720.562500 Penalty: 2567.586426
	Iteration 1F: 3 clusters Score -129720.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -129879.453125 Penalty: 2567.586426
	Iteration 2F: 3 clusters Score -129879.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -130012.664062 Penalty: 2567.586426
	Iteration 3F: 3 clusters Score -130012.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -130107.250000 Penalty: 2567.586426
	Iteration 4Q: 3 clusters Score -130107.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -130193.023438 Penalty: 2567.586426
	Iteration 5Q: 3 clusters Score -130193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -130262.804688 Penalty: 2567.586426
	Iteration 6Q: 3 clusters Score -130262.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -130323.914062 Penalty: 2567.586426
	Iteration 7Q: 3 clusters Score -130323.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -130380.226562 Penalty: 2567.586426
	Iteration 8Q: 3 clusters Score -130380.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -130422.976562 Penalty: 2567.586426
	Iteration 9Q: 3 clusters Score -130423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -130463.484375 Penalty: 2567.586426
	Iteration 10Q: 3 clusters Score -130463.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -130491.492188 Penalty: 2567.586426
	Iteration 11Q: 3 clusters Score -130491.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -130518.593750 Penalty: 2567.586426
	Iteration 12Q: 3 clusters Score -130518.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -130555.203125 Penalty: 2567.586426
	Iteration 13Q: 3 clusters Score -130555.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -130588.101562 Penalty: 2567.586426
	Iteration 14Q: 3 clusters Score -130588.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -130605.945312 Penalty: 2567.586426
	Iteration 15Q: 3 clusters Score -130605.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -130620.617188 Penalty: 2567.586426
	Iteration 16Q: 3 clusters Score -130620.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -130636.867188 Penalty: 2567.586426
	Iteration 17Q: 3 clusters Score -130636.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -130653.750000 Penalty: 2567.586426
	Iteration 18Q: 3 clusters Score -130653.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -130669.695312 Penalty: 2567.586426
	Iteration 19Q: 3 clusters Score -130669.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -130681.843750 Penalty: 2567.586426
	Iteration 20F: 3 clusters Score -130681.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -130694.742188 Penalty: 2567.586426
	Iteration 21Q: 3 clusters Score -130694.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -130706.140625 Penalty: 2567.586426
	Iteration 22Q: 3 clusters Score -130706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -130715.031250 Penalty: 2567.586426
	Iteration 23Q: 3 clusters Score -130715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -130720.296875 Penalty: 2567.586426
	Iteration 24Q: 3 clusters Score -130720.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -130724.414062 Penalty: 2567.586426
	Iteration 25Q: 3 clusters Score -130724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -130726.664062 Penalty: 2567.586426
	Iteration 26Q: 3 clusters Score -130726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -130729.171875 Penalty: 2567.586426
	Iteration 27Q: 3 clusters Score -130729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -130732.289062 Penalty: 2567.586426
	Iteration 28Q: 3 clusters Score -130732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -130734.992188 Penalty: 2567.586426
	Iteration 29Q: 3 clusters Score -130735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -130737.304688 Penalty: 2567.586426
	Iteration 30Q: 3 clusters Score -130737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -130738.492188 Penalty: 2567.586426
	Iteration 31Q: 3 clusters Score -130738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -130739.093750 Penalty: 2567.586426
	Iteration 32Q: 3 clusters Score -130739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -130739.453125 Penalty: 2567.586426
	Iteration 33Q: 3 clusters Score -130739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -130739.945312 Penalty: 2567.586426
	Iteration 34Q: 3 clusters Score -130739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -130740.539062 Penalty: 2567.586426
	Iteration 35Q: 3 clusters Score -130740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -130740.789062 Penalty: 2567.586426
	Iteration 36Q: 3 clusters Score -130740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -130740.789062 Penalty: 2567.586426
	Iteration 37F: 3 clusters Score -130740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -166353.171875 Penalty: 1324.404053
	Iteration 0F: 2 clusters Score -166353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -163419.218750 Penalty: 2648.808105
	Iteration 0F: 3 clusters Score -163419.2 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -164185.218750 Penalty: 2648.808105
	Iteration 1F: 3 clusters Score -164185.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -164305.500000 Penalty: 2648.808105
	Iteration 2F: 3 clusters Score -164305.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -164383.125000 Penalty: 2648.808105
	Iteration 3Q: 3 clusters Score -164383.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -164448.640625 Penalty: 2648.808105
	Iteration 4Q: 3 clusters Score -164448.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -164500.218750 Penalty: 2648.808105
	Iteration 5Q: 3 clusters Score -164500.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -164548.593750 Penalty: 2648.808105
	Iteration 6Q: 3 clusters Score -164548.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -164589.812500 Penalty: 2648.808105
	Iteration 7Q: 3 clusters Score -164589.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -164635.015625 Penalty: 2648.808105
	Iteration 8Q: 3 clusters Score -164635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -164680.218750 Penalty: 2648.808105
	Iteration 9Q: 3 clusters Score -164680.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -164732.625000 Penalty: 2648.808105
	Iteration 10Q: 3 clusters Score -164732.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -164807.437500 Penalty: 2648.808105
	Iteration 11Q: 3 clusters Score -164807.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -164897.750000 Penalty: 2648.808105
	Iteration 12Q: 3 clusters Score -164897.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -165012.609375 Penalty: 2648.808105
	Iteration 13Q: 3 clusters Score -165012.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -165147.828125 Penalty: 2648.808105
	Iteration 14Q: 3 clusters Score -165147.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -165288.234375 Penalty: 2648.808105
	Iteration 15Q: 3 clusters Score -165288.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -165417.531250 Penalty: 2648.808105
	Iteration 16Q: 3 clusters Score -165417.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -165525.437500 Penalty: 2648.808105
	Iteration 17Q: 3 clusters Score -165525.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -165624.250000 Penalty: 2648.808105
	Iteration 18Q: 3 clusters Score -165624.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -165704.328125 Penalty: 2648.808105
	Iteration 19Q: 3 clusters Score -165704.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -165756.812500 Penalty: 2648.808105
	Iteration 20F: 3 clusters Score -165756.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -165777.765625 Penalty: 2648.808105
	Iteration 21Q: 3 clusters Score -165777.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -165794.656250 Penalty: 2648.808105
	Iteration 22Q: 3 clusters Score -165794.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -165809.343750 Penalty: 2648.808105
	Iteration 23Q: 3 clusters Score -165809.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -165815.765625 Penalty: 2648.808105
	Iteration 24Q: 3 clusters Score -165815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -165817.859375 Penalty: 2648.808105
	Iteration 25Q: 3 clusters Score -165817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -165818.687500 Penalty: 2648.808105
	Iteration 26Q: 3 clusters Score -165818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -165818.500000 Penalty: 2648.808105
	Iteration 27Q: 3 clusters Score -165818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -165818.734375 Penalty: 2648.808105
	Iteration 28Q: 3 clusters Score -165818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -165819.890625 Penalty: 2648.808105
	Iteration 29Q: 3 clusters Score -165819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -165820.375000 Penalty: 2648.808105
	Iteration 30Q: 3 clusters Score -165820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -165821.171875 Penalty: 2648.808105
	Iteration 31Q: 3 clusters Score -165821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -165821.171875 Penalty: 2648.808105
	Iteration 32F: 3 clusters Score -165821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -199802.578125 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -199802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -196442.609375 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -196442.6 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -197266.687500 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -197266.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -197444.515625 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -197444.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -197576.984375 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -197577 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -197685.718750 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -197685.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -197787.015625 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -197787 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -197879.343750 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -197879.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -197968.359375 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -197968.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -198062.187500 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -198062.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -198140.156250 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -198140.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -198218.406250 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -198218.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -198292.078125 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -198292.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -198350.375000 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -198350.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -198389.828125 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -198389.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -198423.640625 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -198423.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -198452.218750 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -198452.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -198474.234375 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -198474.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -198494.078125 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -198494.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -198515.593750 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -198515.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -198532.062500 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -198532.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -198548.562500 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -198548.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -198559.281250 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -198559.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -198568.281250 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -198568.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -198573.437500 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -198573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -198575.468750 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -198575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -198577.437500 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -198577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -198580.515625 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -198580.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -198586.296875 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -198586.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -198591.031250 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -198591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -198593.250000 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -198593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -198595.578125 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -198595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -198597.859375 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -198597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -198599.250000 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -198599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -198603.265625 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -198603.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -198606.234375 Penalty: 2698.719482
	Iteration 34Q: 3 clusters Score -198606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -198609.671875 Penalty: 2698.719482
	Iteration 35Q: 3 clusters Score -198609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -198612.937500 Penalty: 2698.719482
	Iteration 36Q: 3 clusters Score -198612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -198616.937500 Penalty: 2698.719482
	Iteration 37Q: 3 clusters Score -198616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -198620.109375 Penalty: 2698.719482
	Iteration 38Q: 3 clusters Score -198620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -198623.234375 Penalty: 2698.719482
	Iteration 39Q: 3 clusters Score -198623.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -198627.312500 Penalty: 2698.719482
	Iteration 40F: 3 clusters Score -198627.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -198631.156250 Penalty: 2698.719482
	Iteration 41Q: 3 clusters Score -198631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -198633.921875 Penalty: 2698.719482
	Iteration 42Q: 3 clusters Score -198633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -198636.093750 Penalty: 2698.719482
	Iteration 43Q: 3 clusters Score -198636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -198639.062500 Penalty: 2698.719482
	Iteration 44Q: 3 clusters Score -198639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -198642.515625 Penalty: 2698.719482
	Iteration 45Q: 3 clusters Score -198642.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -198645.062500 Penalty: 2698.719482
	Iteration 46Q: 3 clusters Score -198645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -198646.515625 Penalty: 2698.719482
	Iteration 47Q: 3 clusters Score -198646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -198647.765625 Penalty: 2698.719482
	Iteration 48Q: 3 clusters Score -198647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -198648.953125 Penalty: 2698.719482
	Iteration 49Q: 3 clusters Score -198649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -198649.625000 Penalty: 2698.719482
	Iteration 50Q: 3 clusters Score -198649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -198651.687500 Penalty: 2698.719482
	Iteration 51Q: 3 clusters Score -198651.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -198655.046875 Penalty: 2698.719482
	Iteration 52Q: 3 clusters Score -198655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -198656.187500 Penalty: 2698.719482
	Iteration 53Q: 3 clusters Score -198656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -198657.171875 Penalty: 2698.719482
	Iteration 54Q: 3 clusters Score -198657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -198657.937500 Penalty: 2698.719482
	Iteration 55Q: 3 clusters Score -198657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -198657.890625 Penalty: 2698.719482
	Iteration 56Q: 3 clusters Score -198657.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -198657.890625 Penalty: 2698.719482
	Iteration 57F: 3 clusters Score -198657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -128146.203125 Penalty: 1278.342285
	Iteration 0F: 2 clusters Score -128146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -125650.507812 Penalty: 2556.684570
	Iteration 0F: 3 clusters Score -125650.5 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -126227.031250 Penalty: 2556.684570
	Iteration 1F: 3 clusters Score -126227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -126334.070312 Penalty: 2556.684570
	Iteration 2F: 3 clusters Score -126334.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -126407.625000 Penalty: 2556.684570
	Iteration 3F: 3 clusters Score -126407.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -126449.601562 Penalty: 2556.684570
	Iteration 4Q: 3 clusters Score -126449.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -126491.156250 Penalty: 2556.684570
	Iteration 5Q: 3 clusters Score -126491.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -126516.648438 Penalty: 2556.684570
	Iteration 6Q: 3 clusters Score -126516.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -126542.093750 Penalty: 2556.684570
	Iteration 7Q: 3 clusters Score -126542.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -126560.726562 Penalty: 2556.684570
	Iteration 8Q: 3 clusters Score -126560.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -126574.414062 Penalty: 2556.684570
	Iteration 9Q: 3 clusters Score -126574.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -126584.898438 Penalty: 2556.684570
	Iteration 10Q: 3 clusters Score -126584.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -126599.054688 Penalty: 2556.684570
	Iteration 11Q: 3 clusters Score -126599.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -126615.625000 Penalty: 2556.684570
	Iteration 12Q: 3 clusters Score -126615.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -126634.835938 Penalty: 2556.684570
	Iteration 13Q: 3 clusters Score -126634.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -126654.984375 Penalty: 2556.684570
	Iteration 14Q: 3 clusters Score -126655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -126677.921875 Penalty: 2556.684570
	Iteration 15Q: 3 clusters Score -126677.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -126700.429688 Penalty: 2556.684570
	Iteration 16Q: 3 clusters Score -126700.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -126714.945312 Penalty: 2556.684570
	Iteration 17Q: 3 clusters Score -126714.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -126730.265625 Penalty: 2556.684570
	Iteration 18Q: 3 clusters Score -126730.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -126742.671875 Penalty: 2556.684570
	Iteration 19Q: 3 clusters Score -126742.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -126759.421875 Penalty: 2556.684570
	Iteration 20F: 3 clusters Score -126759.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -126773.117188 Penalty: 2556.684570
	Iteration 21Q: 3 clusters Score -126773.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -126784.828125 Penalty: 2556.684570
	Iteration 22Q: 3 clusters Score -126784.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -126793.343750 Penalty: 2556.684570
	Iteration 23Q: 3 clusters Score -126793.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -126801.085938 Penalty: 2556.684570
	Iteration 24Q: 3 clusters Score -126801.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -126808.375000 Penalty: 2556.684570
	Iteration 25Q: 3 clusters Score -126808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -126816.804688 Penalty: 2556.684570
	Iteration 26Q: 3 clusters Score -126816.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -126825.078125 Penalty: 2556.684570
	Iteration 27Q: 3 clusters Score -126825.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -126839.351562 Penalty: 2556.684570
	Iteration 28Q: 3 clusters Score -126839.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -126856.328125 Penalty: 2556.684570
	Iteration 29Q: 3 clusters Score -126856.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -126866.164062 Penalty: 2556.684570
	Iteration 30Q: 3 clusters Score -126866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -126878.539062 Penalty: 2556.684570
	Iteration 31Q: 3 clusters Score -126878.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -126900.687500 Penalty: 2556.684570
	Iteration 32Q: 3 clusters Score -126900.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -126912.000000 Penalty: 2556.684570
	Iteration 33Q: 3 clusters Score -126912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -126927.851562 Penalty: 2556.684570
	Iteration 34Q: 3 clusters Score -126927.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -126950.898438 Penalty: 2556.684570
	Iteration 35Q: 3 clusters Score -126950.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -126978.156250 Penalty: 2556.684570
	Iteration 36Q: 3 clusters Score -126978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -126998.929688 Penalty: 2556.684570
	Iteration 37Q: 3 clusters Score -126998.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -127022.148438 Penalty: 2556.684570
	Iteration 38Q: 3 clusters Score -127022.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -127053.656250 Penalty: 2556.684570
	Iteration 39Q: 3 clusters Score -127053.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -127071.875000 Penalty: 2556.684570
	Iteration 40F: 3 clusters Score -127071.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -127088.351562 Penalty: 2556.684570
	Iteration 41Q: 3 clusters Score -127088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -127102.835938 Penalty: 2556.684570
	Iteration 42Q: 3 clusters Score -127102.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -127116.414062 Penalty: 2556.684570
	Iteration 43Q: 3 clusters Score -127116.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -127128.140625 Penalty: 2556.684570
	Iteration 44Q: 3 clusters Score -127128.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -127147.437500 Penalty: 2556.684570
	Iteration 45Q: 3 clusters Score -127147.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -127166.742188 Penalty: 2556.684570
	Iteration 46Q: 3 clusters Score -127166.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -127188.976562 Penalty: 2556.684570
	Iteration 47Q: 3 clusters Score -127189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -127211.820312 Penalty: 2556.684570
	Iteration 48Q: 3 clusters Score -127211.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -127234.093750 Penalty: 2556.684570
	Iteration 49Q: 3 clusters Score -127234.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -127248.039062 Penalty: 2556.684570
	Iteration 50Q: 3 clusters Score -127248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -127256.203125 Penalty: 2556.684570
	Iteration 51Q: 3 clusters Score -127256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -127260.742188 Penalty: 2556.684570
	Iteration 52Q: 3 clusters Score -127260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -127264.382812 Penalty: 2556.684570
	Iteration 53Q: 3 clusters Score -127264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -127267.296875 Penalty: 2556.684570
	Iteration 54Q: 3 clusters Score -127267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -127270.585938 Penalty: 2556.684570
	Iteration 55Q: 3 clusters Score -127270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -127273.796875 Penalty: 2556.684570
	Iteration 56Q: 3 clusters Score -127273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -127276.679688 Penalty: 2556.684570
	Iteration 57Q: 3 clusters Score -127276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -127279.242188 Penalty: 2556.684570
	Iteration 58Q: 3 clusters Score -127279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -127280.554688 Penalty: 2556.684570
	Iteration 59Q: 3 clusters Score -127280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -127280.859375 Penalty: 2556.684570
	Iteration 60F: 3 clusters Score -127280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Entering Unmasked Estep 
Score: -511622.875000 Penalty: 1502.850342
	Iteration 0F: 2 clusters Score -511622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -504201.968750 Penalty: 3005.700684
	Iteration 0F: 3 clusters Score -504202 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -506656.812500 Penalty: 3005.700684
	Iteration 1F: 3 clusters Score -506656.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -507012.843750 Penalty: 3005.700684
	Iteration 2F: 3 clusters Score -507012.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -507376.562500 Penalty: 3005.700684
	Iteration 3F: 3 clusters Score -507376.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -507784.312500 Penalty: 3005.700684
	Iteration 4F: 3 clusters Score -507784.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -508262.875000 Penalty: 3005.700684
	Iteration 5F: 3 clusters Score -508262.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -508772.718750 Penalty: 3005.700684
	Iteration 6F: 3 clusters Score -508772.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -509272.968750 Penalty: 3005.700684
	Iteration 7F: 3 clusters Score -509273 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -509651.843750 Penalty: 3005.700684
	Iteration 8Q: 3 clusters Score -509651.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -509909.093750 Penalty: 3005.700684
	Iteration 9Q: 3 clusters Score -509909.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -510073.468750 Penalty: 3005.700684
	Iteration 10Q: 3 clusters Score -510073.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -510179.468750 Penalty: 3005.700684
	Iteration 11Q: 3 clusters Score -510179.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -510256.531250 Penalty: 3005.700684
	Iteration 12Q: 3 clusters Score -510256.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -510306.468750 Penalty: 3005.700684
	Iteration 13Q: 3 clusters Score -510306.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -510330.906250 Penalty: 3005.700684
	Iteration 14Q: 3 clusters Score -510330.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -510344.312500 Penalty: 3005.700684
	Iteration 15Q: 3 clusters Score -510344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -510353.093750 Penalty: 3005.700684
	Iteration 16Q: 3 clusters Score -510353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -510360.250000 Penalty: 3005.700684
	Iteration 17Q: 3 clusters Score -510360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -510369.031250 Penalty: 3005.700684
	Iteration 18Q: 3 clusters Score -510369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -510376.562500 Penalty: 3005.700684
	Iteration 19Q: 3 clusters Score -510376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -510379.906250 Penalty: 3005.700684
	Iteration 20F: 3 clusters Score -510379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -510380.250000 Penalty: 3005.700684
	Iteration 21Q: 3 clusters Score -510380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -510381.593750 Penalty: 3005.700684
	Iteration 22Q: 3 clusters Score -510381.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -510381.593750 Penalty: 3005.700684
	Iteration 23F: 3 clusters Score -510381.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 316421 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 8 contains 267115 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 49568 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 22691 members 
Mstep: Class 15 contains 75601 members 
Mstep: Class 16 contains 7433 members 
Mstep: Class 18 contains 11240 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 2698 members 
Mstep: Class 21 contains 3464 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504516.000000 Penalty: 39783.414062
Iteration 159Q: 19 clusters Score -3.750452e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 316931 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 8 contains 266812 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 49452 members 
Mstep: Class 11 contains 5193 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 15 contains 75529 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 2698 members 
Mstep: Class 21 contains 3464 members 
Mstep: Class 22 contains 4044 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504460.000000 Penalty: 39783.414062
Iteration 160F: 19 clusters Score -3.750446e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 3 contains 317419 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 8 contains 266537 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 49322 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 15 contains 75443 members 
Mstep: Class 16 contains 7414 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 2697 members 
Mstep: Class 21 contains 3464 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504508.000000 Penalty: 39783.414062
Iteration 161Q: 19 clusters Score -3.750451e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 317939 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 8 contains 266246 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 49187 members 
Mstep: Class 11 contains 5165 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 15 contains 75353 members 
Mstep: Class 16 contains 7404 members 
Mstep: Class 18 contains 11181 members 
Mstep: Class 19 contains 7406 members 
Mstep: Class 20 contains 2697 members 
Mstep: Class 21 contains 3465 members 
Mstep: Class 22 contains 4055 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504580.000000 Penalty: 39783.414062
Iteration 162Q: 19 clusters Score -3.750458e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 318416 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 8 contains 265976 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 49059 members 
Mstep: Class 11 contains 5143 members 
Mstep: Class 12 contains 22693 members 
Mstep: Class 15 contains 75278 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 18 contains 11151 members 
Mstep: Class 19 contains 7433 members 
Mstep: Class 20 contains 2697 members 
Mstep: Class 21 contains 3465 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 10356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504644.000000 Penalty: 39783.414062
Iteration 163Q: 19 clusters Score -3.750464e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 3 contains 318904 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 8 contains 265694 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 48942 members 
Mstep: Class 11 contains 5131 members 
Mstep: Class 12 contains 22701 members 
Mstep: Class 15 contains 75201 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 18 contains 11109 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 3465 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504648.000000 Penalty: 39783.414062
Iteration 164Q: 19 clusters Score -3.750465e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 319370 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 8 contains 265441 members 
Mstep: Class 9 contains 5179 members 
Mstep: Class 10 contains 48818 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 22694 members 
Mstep: Class 15 contains 75112 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 18 contains 11064 members 
Mstep: Class 19 contains 7503 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 3466 members 
Mstep: Class 22 contains 4071 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504684.000000 Penalty: 39783.414062
Iteration 165Q: 19 clusters Score -3.750468e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8379 members 
Mstep: Class 3 contains 319810 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 8 contains 265196 members 
Mstep: Class 9 contains 5196 members 
Mstep: Class 10 contains 48692 members 
Mstep: Class 11 contains 5113 members 
Mstep: Class 12 contains 22694 members 
Mstep: Class 15 contains 75034 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 7544 members 
Mstep: Class 20 contains 2695 members 
Mstep: Class 21 contains 3468 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504668.000000 Penalty: 39783.414062
Iteration 166Q: 19 clusters Score -3.750467e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 320247 members 
Mstep: Class 6 contains 939 members 
Mstep: Class 8 contains 264967 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 48565 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 12 contains 22691 members 
Mstep: Class 15 contains 74965 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 2694 members 
Mstep: Class 21 contains 3468 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504656.000000 Penalty: 39783.414062
Iteration 167Q: 19 clusters Score -3.750466e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8376 members 
Mstep: Class 3 contains 320704 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 8 contains 264757 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 48429 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 12 contains 22681 members 
Mstep: Class 15 contains 74899 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 18 contains 10989 members 
Mstep: Class 19 contains 7628 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 10292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504652.000000 Penalty: 39783.414062
Iteration 168Q: 19 clusters Score -3.750465e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8372 members 
Mstep: Class 3 contains 321156 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 8 contains 264543 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 48283 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 22674 members 
Mstep: Class 15 contains 74831 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 18 contains 10969 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 4077 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37504656.000000 Penalty: 39783.414062
Iteration 169Q: 19 clusters Score -3.750466e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8376 members 
Mstep: Class 3 contains 321619 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 8 contains 264350 members 
Mstep: Class 9 contains 5244 members 
Mstep: Class 10 contains 48105 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 22671 members 
Mstep: Class 15 contains 74751 members 
Mstep: Class 16 contains 7378 members 
Mstep: Class 18 contains 10949 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10265 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -3.750463e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 322043 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 8 contains 264157 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 47933 members 
Mstep: Class 11 contains 5016 members 
Mstep: Class 12 contains 22658 members 
Mstep: Class 15 contains 74683 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 18 contains 10933 members 
Mstep: Class 19 contains 7725 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 10265 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -3.750466e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8373 members 
Mstep: Class 3 contains 322465 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 8 contains 263956 members 
Mstep: Class 9 contains 5283 members 
Mstep: Class 10 contains 47768 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 22642 members 
Mstep: Class 15 contains 74615 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 18 contains 10919 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 3488 members 
Mstep: Class 22 contains 4084 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10265 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -3.750462e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 322881 members 
Mstep: Class 6 contains 922 members 
Mstep: Class 8 contains 263763 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 47584 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 22626 members 
Mstep: Class 15 contains 74563 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 18 contains 10901 members 
Mstep: Class 19 contains 7796 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 4084 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 10265 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -3.750468e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8366 members 
Mstep: Class 3 contains 323290 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 8 contains 263535 members 
Mstep: Class 9 contains 5327 members 
Mstep: Class 10 contains 47412 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 22622 members 
Mstep: Class 15 contains 74514 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 18 contains 10888 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 10260 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -3.750475e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 323670 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 8 contains 263339 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 47241 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 22620 members 
Mstep: Class 15 contains 74463 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 18 contains 10870 members 
Mstep: Class 19 contains 7901 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 10252 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -3.750484e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 324103 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 8 contains 263130 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 47075 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 22616 members 
Mstep: Class 15 contains 74400 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 18 contains 10844 members 
Mstep: Class 19 contains 7958 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 3502 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 10241 members 
Entering Unmasked Estep 
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Iteration 176Q: 19 clusters Score -3.750483e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 324500 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 8 contains 262945 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 46928 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 22604 members 
Mstep: Class 15 contains 74334 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 18 contains 10825 members 
Mstep: Class 19 contains 8009 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 3506 members 
Mstep: Class 22 contains 4095 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 10231 members 
Entering Unmasked Estep 
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Iteration 177Q: 19 clusters Score -3.750484e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 324899 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 8 contains 262776 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 46731 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 22588 members 
Mstep: Class 15 contains 74288 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 18 contains 10807 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 3509 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 10232 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -3.750481e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 325323 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 8 contains 262609 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 46514 members 
Mstep: Class 11 contains 4867 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 15 contains 74228 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 18 contains 10792 members 
Mstep: Class 19 contains 8144 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10226 members 
Entering Unmasked Estep 
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Iteration 179Q: 19 clusters Score -3.750482e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8367 members 
Mstep: Class 3 contains 325794 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 8 contains 262420 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 46306 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 15 contains 74166 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 18 contains 10780 members 
Mstep: Class 19 contains 8183 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 3514 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 10217 members 
Entering Unmasked Estep 
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Iteration 180F: 19 clusters Score -3.750483e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 326255 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 8 contains 262224 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 46108 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 12 contains 22541 members 
Mstep: Class 15 contains 74102 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 3518 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 10207 members 
Entering Unmasked Estep 
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Iteration 181Q: 19 clusters Score -3.750486e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 326728 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 8 contains 262019 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 45905 members 
Mstep: Class 11 contains 4768 members 
Mstep: Class 12 contains 22528 members 
Mstep: Class 15 contains 74041 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 18 contains 10752 members 
Mstep: Class 19 contains 8273 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10198 members 
Entering Unmasked Estep 
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Iteration 182Q: 19 clusters Score -3.750497e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 327180 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 8 contains 261805 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 45704 members 
Mstep: Class 11 contains 4737 members 
Mstep: Class 12 contains 22523 members 
Mstep: Class 15 contains 73985 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 18 contains 10730 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 3531 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10187 members 
Entering Unmasked Estep 
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Iteration 183Q: 19 clusters Score -3.750505e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 327632 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 8 contains 261585 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 22518 members 
Mstep: Class 15 contains 73930 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 18 contains 10716 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 3533 members 
Mstep: Class 22 contains 4098 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10185 members 
Entering Unmasked Estep 
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Iteration 184Q: 19 clusters Score -3.750502e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 328140 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 8 contains 261357 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 45310 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 22505 members 
Mstep: Class 15 contains 73864 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 3536 members 
Mstep: Class 22 contains 4100 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10178 members 
Entering Unmasked Estep 
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Iteration 185Q: 19 clusters Score -3.75052e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 328641 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 8 contains 261134 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 45100 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 22490 members 
Mstep: Class 15 contains 73793 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 18 contains 10678 members 
Mstep: Class 19 contains 8498 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 3540 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 10169 members 
Entering Unmasked Estep 
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Iteration 186Q: 19 clusters Score -3.750516e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 329119 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 8 contains 260939 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 44891 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 22469 members 
Mstep: Class 15 contains 73718 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 19 contains 8562 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 4100 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 10158 members 
Entering Unmasked Estep 
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Iteration 187Q: 19 clusters Score -3.750535e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 329612 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 8 contains 260741 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 44660 members 
Mstep: Class 11 contains 4553 members 
Mstep: Class 12 contains 22439 members 
Mstep: Class 15 contains 73632 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 19 contains 8642 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 10155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 19 clusters Score -3.750538e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 330150 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 8 contains 260520 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 44449 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 22413 members 
Mstep: Class 15 contains 73533 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 18 contains 10637 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 10146 members 
Entering Unmasked Estep 
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Iteration 189Q: 19 clusters Score -3.750546e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 330663 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 8 contains 260294 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 44199 members 
Mstep: Class 11 contains 4475 members 
Mstep: Class 12 contains 22388 members 
Mstep: Class 15 contains 73456 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 8798 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 4104 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 10141 members 
Entering Unmasked Estep 
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Iteration 190Q: 19 clusters Score -3.750548e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8428 members 
Mstep: Class 3 contains 331185 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 8 contains 260072 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 43944 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 22382 members 
Mstep: Class 15 contains 73378 members 
Mstep: Class 16 contains 7406 members 
Mstep: Class 18 contains 10613 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 4108 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 10127 members 
Entering Unmasked Estep 
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Iteration 191Q: 19 clusters Score -3.750557e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 331725 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 8 contains 259848 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 43693 members 
Mstep: Class 11 contains 4404 members 
Mstep: Class 12 contains 22360 members 
Mstep: Class 15 contains 73307 members 
Mstep: Class 16 contains 7411 members 
Mstep: Class 18 contains 10596 members 
Mstep: Class 19 contains 8957 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 3554 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 10115 members 
Entering Unmasked Estep 
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Iteration 192Q: 19 clusters Score -3.75056e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 332284 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 8 contains 259631 members 
Mstep: Class 9 contains 5521 members 
Mstep: Class 10 contains 43454 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 22340 members 
Mstep: Class 15 contains 73231 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 9029 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 4107 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 10101 members 
Entering Unmasked Estep 
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Iteration 193Q: 19 clusters Score -3.750561e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 332838 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 8 contains 259411 members 
Mstep: Class 9 contains 5522 members 
Mstep: Class 10 contains 43210 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 22324 members 
Mstep: Class 15 contains 73156 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 18 contains 10567 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 4106 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 10090 members 
Entering Unmasked Estep 
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Iteration 194Q: 19 clusters Score -3.75057e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 333386 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 8 contains 259177 members 
Mstep: Class 9 contains 5519 members 
Mstep: Class 10 contains 42974 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 22307 members 
Mstep: Class 15 contains 73069 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 18 contains 10554 members 
Mstep: Class 19 contains 9185 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 4106 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 10075 members 
Entering Unmasked Estep 
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Iteration 195Q: 19 clusters Score -3.750576e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 333931 members 
Mstep: Class 6 contains 891 members 
Mstep: Class 8 contains 258948 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 42729 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 22294 members 
Mstep: Class 15 contains 72984 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 18 contains 10530 members 
Mstep: Class 19 contains 9270 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 4107 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 10070 members 
Entering Unmasked Estep 
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Iteration 196Q: 19 clusters Score -3.750574e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8454 members 
Mstep: Class 3 contains 334485 members 
Mstep: Class 6 contains 888 members 
Mstep: Class 8 contains 258709 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 42475 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 22286 members 
Mstep: Class 15 contains 72887 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 18 contains 10507 members 
Mstep: Class 19 contains 9353 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 22 contains 4106 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 10062 members 
Entering Unmasked Estep 
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Iteration 197Q: 19 clusters Score -3.750577e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8458 members 
Mstep: Class 3 contains 335041 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 8 contains 258460 members 
Mstep: Class 9 contains 5531 members 
Mstep: Class 10 contains 42204 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 22262 members 
Mstep: Class 15 contains 72826 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 18 contains 10479 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 4108 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 10051 members 
Entering Unmasked Estep 
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Iteration 198Q: 19 clusters Score -3.750572e+07 nChanged 804
Entering ConstructFrom: 
Score: -37505724.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -341325.687500 Penalty: 1434.939453
	Iteration 0F: 2 clusters Score -341325.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -336191.781250 Penalty: 2869.878906
	Iteration 0F: 3 clusters Score -336191.8 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -337664.781250 Penalty: 2869.878906
	Iteration 1F: 3 clusters Score -337664.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -337854.187500 Penalty: 2869.878906
	Iteration 2F: 3 clusters Score -337854.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -337989.218750 Penalty: 2869.878906
	Iteration 3Q: 3 clusters Score -337989.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -338099.500000 Penalty: 2869.878906
	Iteration 4Q: 3 clusters Score -338099.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -338194.500000 Penalty: 2869.878906
	Iteration 5Q: 3 clusters Score -338194.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -338288.218750 Penalty: 2869.878906
	Iteration 6Q: 3 clusters Score -338288.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -338391.718750 Penalty: 2869.878906
	Iteration 7Q: 3 clusters Score -338391.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -338521.843750 Penalty: 2869.878906
	Iteration 8Q: 3 clusters Score -338521.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -338666.500000 Penalty: 2869.878906
	Iteration 9Q: 3 clusters Score -338666.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -338861.343750 Penalty: 2869.878906
	Iteration 10Q: 3 clusters Score -338861.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -339073.437500 Penalty: 2869.878906
	Iteration 11Q: 3 clusters Score -339073.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -339275.375000 Penalty: 2869.878906
	Iteration 12Q: 3 clusters Score -339275.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -339451.718750 Penalty: 2869.878906
	Iteration 13Q: 3 clusters Score -339451.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -339613.500000 Penalty: 2869.878906
	Iteration 14Q: 3 clusters Score -339613.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -339757.281250 Penalty: 2869.878906
	Iteration 15Q: 3 clusters Score -339757.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -339872.375000 Penalty: 2869.878906
	Iteration 16Q: 3 clusters Score -339872.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -339946.437500 Penalty: 2869.878906
	Iteration 17Q: 3 clusters Score -339946.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -340007.812500 Penalty: 2869.878906
	Iteration 18Q: 3 clusters Score -340007.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -340042.625000 Penalty: 2869.878906
	Iteration 19Q: 3 clusters Score -340042.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -340058.468750 Penalty: 2869.878906
	Iteration 20F: 3 clusters Score -340058.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -340069.875000 Penalty: 2869.878906
	Iteration 21Q: 3 clusters Score -340069.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -340081.562500 Penalty: 2869.878906
	Iteration 22Q: 3 clusters Score -340081.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -340092.312500 Penalty: 2869.878906
	Iteration 23Q: 3 clusters Score -340092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -340098.812500 Penalty: 2869.878906
	Iteration 24Q: 3 clusters Score -340098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -340101.281250 Penalty: 2869.878906
	Iteration 25Q: 3 clusters Score -340101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -340102.843750 Penalty: 2869.878906
	Iteration 26Q: 3 clusters Score -340102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -340104.468750 Penalty: 2869.878906
	Iteration 27Q: 3 clusters Score -340104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -340106.125000 Penalty: 2869.878906
	Iteration 28Q: 3 clusters Score -340106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -340106.468750 Penalty: 2869.878906
	Iteration 29Q: 3 clusters Score -340106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -340108.593750 Penalty: 2869.878906
	Iteration 30Q: 3 clusters Score -340108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -340109.718750 Penalty: 2869.878906
	Iteration 31Q: 3 clusters Score -340109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -340112.281250 Penalty: 2869.878906
	Iteration 32Q: 3 clusters Score -340112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -340113.093750 Penalty: 2869.878906
	Iteration 33Q: 3 clusters Score -340113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -340114.125000 Penalty: 2869.878906
	Iteration 34Q: 3 clusters Score -340114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -340114.125000 Penalty: 2869.878906
	Iteration 35F: 3 clusters Score -340114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -373515.500000 Penalty: 1469.542847
	Iteration 0F: 2 clusters Score -373515.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -367300.843750 Penalty: 2939.085693
	Iteration 0F: 3 clusters Score -367300.8 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -369357.031250 Penalty: 2939.085693
	Iteration 1F: 3 clusters Score -369357 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -369614.750000 Penalty: 2939.085693
	Iteration 2F: 3 clusters Score -369614.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -369924.531250 Penalty: 2939.085693
	Iteration 3F: 3 clusters Score -369924.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -370294.218750 Penalty: 2939.085693
	Iteration 4F: 3 clusters Score -370294.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -370665.781250 Penalty: 2939.085693
	Iteration 5F: 3 clusters Score -370665.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -371016.656250 Penalty: 2939.085693
	Iteration 6F: 3 clusters Score -371016.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -371328.718750 Penalty: 2939.085693
	Iteration 7F: 3 clusters Score -371328.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -371652.031250 Penalty: 2939.085693
	Iteration 8F: 3 clusters Score -371652 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -371970.781250 Penalty: 2939.085693
	Iteration 9F: 3 clusters Score -371970.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -372217.687500 Penalty: 2939.085693
	Iteration 10Q: 3 clusters Score -372217.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -372393.750000 Penalty: 2939.085693
	Iteration 11Q: 3 clusters Score -372393.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -372562.218750 Penalty: 2939.085693
	Iteration 12Q: 3 clusters Score -372562.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -372709.531250 Penalty: 2939.085693
	Iteration 13Q: 3 clusters Score -372709.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -372802.125000 Penalty: 2939.085693
	Iteration 14Q: 3 clusters Score -372802.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -372885.343750 Penalty: 2939.085693
	Iteration 15Q: 3 clusters Score -372885.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -372964.000000 Penalty: 2939.085693
	Iteration 16Q: 3 clusters Score -372964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -373010.656250 Penalty: 2939.085693
	Iteration 17Q: 3 clusters Score -373010.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -373036.531250 Penalty: 2939.085693
	Iteration 18Q: 3 clusters Score -373036.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -373055.062500 Penalty: 2939.085693
	Iteration 19Q: 3 clusters Score -373055.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -373066.031250 Penalty: 2939.085693
	Iteration 20F: 3 clusters Score -373066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -373074.000000 Penalty: 2939.085693
	Iteration 21Q: 3 clusters Score -373074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -373079.687500 Penalty: 2939.085693
	Iteration 22Q: 3 clusters Score -373079.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -373087.406250 Penalty: 2939.085693
	Iteration 23Q: 3 clusters Score -373087.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -373093.406250 Penalty: 2939.085693
	Iteration 24Q: 3 clusters Score -373093.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -373098.562500 Penalty: 2939.085693
	Iteration 25Q: 3 clusters Score -373098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -373102.250000 Penalty: 2939.085693
	Iteration 26Q: 3 clusters Score -373102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -373104.062500 Penalty: 2939.085693
	Iteration 27Q: 3 clusters Score -373104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -373105.843750 Penalty: 2939.085693
	Iteration 28Q: 3 clusters Score -373105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -373108.406250 Penalty: 2939.085693
	Iteration 29Q: 3 clusters Score -373108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -373109.281250 Penalty: 2939.085693
	Iteration 30Q: 3 clusters Score -373109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -373110.406250 Penalty: 2939.085693
	Iteration 31Q: 3 clusters Score -373110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -373109.812500 Penalty: 2939.085693
	Iteration 32Q: 3 clusters Score -373109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -373110.375000 Penalty: 2939.085693
	Iteration 33Q: 3 clusters Score -373110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -373110.781250 Penalty: 2939.085693
	Iteration 34Q: 3 clusters Score -373110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -373111.656250 Penalty: 2939.085693
	Iteration 35Q: 3 clusters Score -373111.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -373111.406250 Penalty: 2939.085693
	Iteration 36Q: 3 clusters Score -373111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -373110.843750 Penalty: 2939.085693
	Iteration 37Q: 3 clusters Score -373110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -373111.718750 Penalty: 2939.085693
	Iteration 38Q: 3 clusters Score -373111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -373111.718750 Penalty: 2939.085693
	Iteration 39F: 3 clusters Score -373111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (335594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335594 members 
Entering Unmasked Estep 
Score: -15949305.000000 Penalty: 2067.594482
	Iteration 0F: 2 clusters Score -1.59493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -15722479.000000 Penalty: 4135.188965
	Iteration 0F: 3 clusters Score -1.572248e+07 nChanged 163867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158970 members 
Mstep: Class 2 contains 176624 members 
Entering Unmasked Estep 
Score: -15819715.000000 Penalty: 4135.188965
	Iteration 1F: 3 clusters Score -1.581972e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 182500 members 
Entering Unmasked Estep 
Score: -15821853.000000 Penalty: 4135.188965
	Iteration 2Q: 3 clusters Score -1.582185e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143813 members 
Mstep: Class 2 contains 191781 members 
Entering Unmasked Estep 
Score: -15825537.000000 Penalty: 4135.188965
	Iteration 3Q: 3 clusters Score -1.582554e+07 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 206200 members 
Entering Unmasked Estep 
Score: -15832434.000000 Penalty: 4135.188965
	Iteration 4Q: 3 clusters Score -1.583243e+07 nChanged 22018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 227656 members 
Entering Unmasked Estep 
Score: -15846061.000000 Penalty: 4135.188965
	Iteration 5F: 3 clusters Score -1.584606e+07 nChanged 29084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 256566 members 
Entering Unmasked Estep 
Score: -15870020.000000 Penalty: 4135.188965
	Iteration 6F: 3 clusters Score -1.587002e+07 nChanged 32317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 288831 members 
Entering Unmasked Estep 
Score: -15901590.000000 Penalty: 4135.188965
	Iteration 7F: 3 clusters Score -1.590159e+07 nChanged 25939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 314756 members 
Entering Unmasked Estep 
Score: -15928701.000000 Penalty: 4135.188965
	Iteration 8F: 3 clusters Score -1.59287e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 328008 members 
Entering Unmasked Estep 
Score: -15941730.000000 Penalty: 4135.188965
	Iteration 9Q: 3 clusters Score -1.594173e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 332673 members 
Entering Unmasked Estep 
Score: -15945950.000000 Penalty: 4135.188965
	Iteration 10Q: 3 clusters Score -1.594595e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 334070 members 
Entering Unmasked Estep 
Score: -15947078.000000 Penalty: 4135.188965
	Iteration 11Q: 3 clusters Score -1.594708e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 334536 members 
Entering Unmasked Estep 
Score: -15947503.000000 Penalty: 4135.188965
	Iteration 12Q: 3 clusters Score -1.59475e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 334714 members 
Entering Unmasked Estep 
Score: -15947641.000000 Penalty: 4135.188965
	Iteration 13Q: 3 clusters Score -1.594764e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 334765 members 
Entering Unmasked Estep 
Score: -15947728.000000 Penalty: 4135.188965
	Iteration 14Q: 3 clusters Score -1.594773e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 334777 members 
Entering Unmasked Estep 
Score: -15947767.000000 Penalty: 4135.188965
	Iteration 15Q: 3 clusters Score -1.594777e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 334776 members 
Entering Unmasked Estep 
Score: -15947790.000000 Penalty: 4135.188965
	Iteration 16Q: 3 clusters Score -1.594779e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 334766 members 
Entering Unmasked Estep 
Score: -15947807.000000 Penalty: 4135.188965
	Iteration 17Q: 3 clusters Score -1.594781e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 334765 members 
Entering Unmasked Estep 
Score: -15947824.000000 Penalty: 4135.188965
	Iteration 18Q: 3 clusters Score -1.594782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 334760 members 
Entering Unmasked Estep 
Score: -15947829.000000 Penalty: 4135.188965
	Iteration 19Q: 3 clusters Score -1.594783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 334749 members 
Entering Unmasked Estep 
Score: -15947858.000000 Penalty: 4135.188965
	Iteration 20F: 3 clusters Score -1.594786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 334740 members 
Entering Unmasked Estep 
Score: -15947854.000000 Penalty: 4135.188965
	Iteration 21Q: 3 clusters Score -1.594785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 334731 members 
Entering Unmasked Estep 
Score: -15947868.000000 Penalty: 4135.188965
	Iteration 22Q: 3 clusters Score -1.594787e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 334724 members 
Entering Unmasked Estep 
Score: -15947891.000000 Penalty: 4135.188965
	Iteration 23Q: 3 clusters Score -1.594789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 334724 members 
Entering Unmasked Estep 
Score: -15947893.000000 Penalty: 4135.188965
	Iteration 24Q: 3 clusters Score -1.594789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 334724 members 
Entering Unmasked Estep 
Score: -15947899.000000 Penalty: 4135.188965
	Iteration 25Q: 3 clusters Score -1.59479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 334721 members 
Entering Unmasked Estep 
Score: -15947903.000000 Penalty: 4135.188965
	Iteration 26Q: 3 clusters Score -1.59479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 334722 members 
Entering Unmasked Estep 
Score: -15947896.000000 Penalty: 4135.188965
	Iteration 27Q: 3 clusters Score -1.59479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 334721 members 
Entering Unmasked Estep 
Score: -15947901.000000 Penalty: 4135.188965
	Iteration 28Q: 3 clusters Score -1.59479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 334720 members 
Entering Unmasked Estep 
Score: -15947913.000000 Penalty: 4135.188965
	Iteration 29Q: 3 clusters Score -1.594791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 334720 members 
Entering Unmasked Estep 
Score: -15947909.000000 Penalty: 4135.188965
	Iteration 30Q: 3 clusters Score -1.594791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 334720 members 
Entering Unmasked Estep 
Score: -15947910.000000 Penalty: 4135.188965
	Iteration 31Q: 3 clusters Score -1.594791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 334722 members 
Entering Unmasked Estep 
Score: -15947913.000000 Penalty: 4135.188965
	Iteration 32Q: 3 clusters Score -1.594791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 334719 members 
Entering Unmasked Estep 
Score: -15947914.000000 Penalty: 4135.188965
	Iteration 33Q: 3 clusters Score -1.594791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 334718 members 
Entering Unmasked Estep 
Score: -15947909.000000 Penalty: 4135.188965
	Iteration 34Q: 3 clusters Score -1.594791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 334718 members 
Entering Unmasked Estep 
Score: -15947918.000000 Penalty: 4135.188965
	Iteration 35Q: 3 clusters Score -1.594792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 334714 members 
Entering Unmasked Estep 
Score: -15947910.000000 Penalty: 4135.188965
	Iteration 36Q: 3 clusters Score -1.594791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 334717 members 
Entering Unmasked Estep 
Score: -15947904.000000 Penalty: 4135.188965
	Iteration 37Q: 3 clusters Score -1.59479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 334721 members 
Entering Unmasked Estep 
Score: -15947911.000000 Penalty: 4135.188965
	Iteration 38Q: 3 clusters Score -1.594791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 334718 members 
Entering Unmasked Estep 
Score: -15947908.000000 Penalty: 4135.188965
	Iteration 39Q: 3 clusters Score -1.594791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 334717 members 
Entering Unmasked Estep 
Score: -15947909.000000 Penalty: 4135.188965
	Iteration 40F: 3 clusters Score -1.594791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 334715 members 
Entering Unmasked Estep 
Score: -15947900.000000 Penalty: 4135.188965
	Iteration 41Q: 3 clusters Score -1.59479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 334712 members 
Entering Unmasked Estep 
Score: -15947900.000000 Penalty: 4135.188965
	Iteration 42Q: 3 clusters Score -1.59479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 334710 members 
Entering Unmasked Estep 
Score: -15947901.000000 Penalty: 4135.188965
	Iteration 43Q: 3 clusters Score -1.59479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 334709 members 
Entering Unmasked Estep 
Score: -15947901.000000 Penalty: 4135.188965
	Iteration 44Q: 3 clusters Score -1.59479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 334710 members 
Entering Unmasked Estep 
Score: -15947895.000000 Penalty: 4135.188965
	Iteration 45Q: 3 clusters Score -1.59479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 334709 members 
Entering Unmasked Estep 
Score: -15947903.000000 Penalty: 4135.188965
	Iteration 46Q: 3 clusters Score -1.59479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 334708 members 
Entering Unmasked Estep 
Score: -15947897.000000 Penalty: 4135.188965
	Iteration 47Q: 3 clusters Score -1.59479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 334708 members 
Entering Unmasked Estep 
Score: -15947908.000000 Penalty: 4135.188965
	Iteration 48Q: 3 clusters Score -1.594791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 334711 members 
Entering Unmasked Estep 
Score: -15947904.000000 Penalty: 4135.188965
	Iteration 49Q: 3 clusters Score -1.59479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 334714 members 
Entering Unmasked Estep 
Score: -15947907.000000 Penalty: 4135.188965
	Iteration 50Q: 3 clusters Score -1.594791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 334717 members 
Entering Unmasked Estep 
Score: -15947908.000000 Penalty: 4135.188965
	Iteration 51Q: 3 clusters Score -1.594791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 334719 members 
Entering Unmasked Estep 
Score: -15947909.000000 Penalty: 4135.188965
	Iteration 52Q: 3 clusters Score -1.594791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 334720 members 
Entering Unmasked Estep 
Score: -15947904.000000 Penalty: 4135.188965
	Iteration 53Q: 3 clusters Score -1.59479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 334720 members 
Entering Unmasked Estep 
Score: -15947904.000000 Penalty: 4135.188965
	Iteration 54Q: 3 clusters Score -1.59479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 334720 members 
Entering Unmasked Estep 
Score: -15947907.000000 Penalty: 4135.188965
	Iteration 55Q: 3 clusters Score -1.594791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 334718 members 
Entering Unmasked Estep 
Score: -15947900.000000 Penalty: 4135.188965
	Iteration 56Q: 3 clusters Score -1.59479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 334718 members 
Entering Unmasked Estep 
Score: -15947905.000000 Penalty: 4135.188965
	Iteration 57Q: 3 clusters Score -1.59479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 334715 members 
Entering Unmasked Estep 
Score: -15947918.000000 Penalty: 4135.188965
	Iteration 58Q: 3 clusters Score -1.594792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 334711 members 
Entering Unmasked Estep 
Score: -15947907.000000 Penalty: 4135.188965
	Iteration 59Q: 3 clusters Score -1.594791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 334712 members 
Entering Unmasked Estep 
Score: -15947923.000000 Penalty: 4135.188965
	Iteration 60F: 3 clusters Score -1.594792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 334713 members 
Entering Unmasked Estep 
Score: -15947921.000000 Penalty: 4135.188965
	Iteration 61Q: 3 clusters Score -1.594792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 334712 members 
Entering Unmasked Estep 
Score: -15947918.000000 Penalty: 4135.188965
	Iteration 62Q: 3 clusters Score -1.594792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 334712 members 
Entering Unmasked Estep 
Score: -15947918.000000 Penalty: 4135.188965
	Iteration 63F: 3 clusters Score -1.594792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40019.074219 Penalty: 1101.182373
	Iteration 0F: 2 clusters Score -40019.07 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 459 members 
Entering Unmasked Estep 
Score: -38630.894531 Penalty: 2202.364746
	Iteration 0F: 3 clusters Score -38630.89 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -38864.488281 Penalty: 2202.364746
	Iteration 1F: 3 clusters Score -38864.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -38916.546875 Penalty: 2202.364746
	Iteration 2F: 3 clusters Score -38916.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -38936.828125 Penalty: 2202.364746
	Iteration 3Q: 3 clusters Score -38936.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -38945.355469 Penalty: 2202.364746
	Iteration 4Q: 3 clusters Score -38945.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -38955.957031 Penalty: 2202.364746
	Iteration 5Q: 3 clusters Score -38955.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38965.089844 Penalty: 2202.364746
	Iteration 6Q: 3 clusters Score -38965.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38969.398438 Penalty: 2202.364746
	Iteration 7Q: 3 clusters Score -38969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38974.019531 Penalty: 2202.364746
	Iteration 8Q: 3 clusters Score -38974.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38982.273438 Penalty: 2202.364746
	Iteration 9Q: 3 clusters Score -38982.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -38992.800781 Penalty: 2202.364746
	Iteration 10Q: 3 clusters Score -38992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -38998.652344 Penalty: 2202.364746
	Iteration 11Q: 3 clusters Score -38998.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -38999.175781 Penalty: 2202.364746
	Iteration 12Q: 3 clusters Score -38999.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -38999.175781 Penalty: 2202.364746
	Iteration 13F: 3 clusters Score -38999.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258214 members 
Entering Unmasked Estep 
Score: -12545482.000000 Penalty: 2025.000854
	Iteration 0F: 2 clusters Score -1.254548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 129095 members 
Entering Unmasked Estep 
Score: -12371068.000000 Penalty: 4050.001709
	Iteration 0F: 3 clusters Score -1.237107e+07 nChanged 125802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 129709 members 
Entering Unmasked Estep 
Score: -12446086.000000 Penalty: 4050.001709
	Iteration 1F: 3 clusters Score -1.244609e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -12448021.000000 Penalty: 4050.001709
	Iteration 2Q: 3 clusters Score -1.244802e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126525 members 
Mstep: Class 2 contains 131689 members 
Entering Unmasked Estep 
Score: -12450700.000000 Penalty: 4050.001709
	Iteration 3Q: 3 clusters Score -1.24507e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 133625 members 
Entering Unmasked Estep 
Score: -12454847.000000 Penalty: 4050.001709
	Iteration 4Q: 3 clusters Score -1.245485e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121571 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -12461651.000000 Penalty: 4050.001709
	Iteration 5Q: 3 clusters Score -1.246165e+07 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117434 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -12472768.000000 Penalty: 4050.001709
	Iteration 6F: 3 clusters Score -1.247277e+07 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112887 members 
Mstep: Class 2 contains 145327 members 
Entering Unmasked Estep 
Score: -12487518.000000 Penalty: 4050.001709
	Iteration 7F: 3 clusters Score -1.248752e+07 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 149235 members 
Entering Unmasked Estep 
Score: -12499563.000000 Penalty: 4050.001709
	Iteration 8F: 3 clusters Score -1.249956e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -12504783.000000 Penalty: 4050.001709
	Iteration 9Q: 3 clusters Score -1.250478e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 154853 members 
Entering Unmasked Estep 
Score: -12506609.000000 Penalty: 4050.001709
	Iteration 10Q: 3 clusters Score -1.250661e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -12507821.000000 Penalty: 4050.001709
	Iteration 11Q: 3 clusters Score -1.250782e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 160599 members 
Entering Unmasked Estep 
Score: -12508770.000000 Penalty: 4050.001709
	Iteration 12Q: 3 clusters Score -1.250877e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -12509772.000000 Penalty: 4050.001709
	Iteration 13Q: 3 clusters Score -1.250977e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 167139 members 
Entering Unmasked Estep 
Score: -12510940.000000 Penalty: 4050.001709
	Iteration 14Q: 3 clusters Score -1.251094e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 170581 members 
Entering Unmasked Estep 
Score: -12512161.000000 Penalty: 4050.001709
	Iteration 15Q: 3 clusters Score -1.251216e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -12513474.000000 Penalty: 4050.001709
	Iteration 16Q: 3 clusters Score -1.251347e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -12514976.000000 Penalty: 4050.001709
	Iteration 17Q: 3 clusters Score -1.251498e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 181701 members 
Entering Unmasked Estep 
Score: -12516700.000000 Penalty: 4050.001709
	Iteration 18Q: 3 clusters Score -1.25167e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -12518418.000000 Penalty: 4050.001709
	Iteration 19Q: 3 clusters Score -1.251842e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 189535 members 
Entering Unmasked Estep 
Score: -12520290.000000 Penalty: 4050.001709
	Iteration 20F: 3 clusters Score -1.252029e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 193349 members 
Entering Unmasked Estep 
Score: -12521937.000000 Penalty: 4050.001709
	Iteration 21Q: 3 clusters Score -1.252194e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 196947 members 
Entering Unmasked Estep 
Score: -12523328.000000 Penalty: 4050.001709
	Iteration 22Q: 3 clusters Score -1.252333e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 200467 members 
Entering Unmasked Estep 
Score: -12524787.000000 Penalty: 4050.001709
	Iteration 23Q: 3 clusters Score -1.252479e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 203843 members 
Entering Unmasked Estep 
Score: -12525978.000000 Penalty: 4050.001709
	Iteration 24Q: 3 clusters Score -1.252598e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 207239 members 
Entering Unmasked Estep 
Score: -12527187.000000 Penalty: 4050.001709
	Iteration 25Q: 3 clusters Score -1.252719e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 210581 members 
Entering Unmasked Estep 
Score: -12528213.000000 Penalty: 4050.001709
	Iteration 26Q: 3 clusters Score -1.252821e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 213755 members 
Entering Unmasked Estep 
Score: -12529389.000000 Penalty: 4050.001709
	Iteration 27Q: 3 clusters Score -1.252939e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 217007 members 
Entering Unmasked Estep 
Score: -12530448.000000 Penalty: 4050.001709
	Iteration 28Q: 3 clusters Score -1.253045e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 220239 members 
Entering Unmasked Estep 
Score: -12531668.000000 Penalty: 4050.001709
	Iteration 29Q: 3 clusters Score -1.253167e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 223392 members 
Entering Unmasked Estep 
Score: -12532662.000000 Penalty: 4050.001709
	Iteration 30Q: 3 clusters Score -1.253266e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 226366 members 
Entering Unmasked Estep 
Score: -12533789.000000 Penalty: 4050.001709
	Iteration 31Q: 3 clusters Score -1.253379e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 229226 members 
Entering Unmasked Estep 
Score: -12534787.000000 Penalty: 4050.001709
	Iteration 32Q: 3 clusters Score -1.253479e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 231947 members 
Entering Unmasked Estep 
Score: -12535853.000000 Penalty: 4050.001709
	Iteration 33Q: 3 clusters Score -1.253585e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 234458 members 
Entering Unmasked Estep 
Score: -12536686.000000 Penalty: 4050.001709
	Iteration 34Q: 3 clusters Score -1.253669e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 236818 members 
Entering Unmasked Estep 
Score: -12537676.000000 Penalty: 4050.001709
	Iteration 35Q: 3 clusters Score -1.253768e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 238932 members 
Entering Unmasked Estep 
Score: -12538534.000000 Penalty: 4050.001709
	Iteration 36Q: 3 clusters Score -1.253853e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 240851 members 
Entering Unmasked Estep 
Score: -12539151.000000 Penalty: 4050.001709
	Iteration 37Q: 3 clusters Score -1.253915e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 242598 members 
Entering Unmasked Estep 
Score: -12539716.000000 Penalty: 4050.001709
	Iteration 38Q: 3 clusters Score -1.253972e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 244151 members 
Entering Unmasked Estep 
Score: -12540235.000000 Penalty: 4050.001709
	Iteration 39Q: 3 clusters Score -1.254024e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 245570 members 
Entering Unmasked Estep 
Score: -12540802.000000 Penalty: 4050.001709
	Iteration 40F: 3 clusters Score -1.25408e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 246857 members 
Entering Unmasked Estep 
Score: -12541232.000000 Penalty: 4050.001709
	Iteration 41Q: 3 clusters Score -1.254123e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 247995 members 
Entering Unmasked Estep 
Score: -12541666.000000 Penalty: 4050.001709
	Iteration 42Q: 3 clusters Score -1.254167e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 248988 members 
Entering Unmasked Estep 
Score: -12541980.000000 Penalty: 4050.001709
	Iteration 43Q: 3 clusters Score -1.254198e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 249834 members 
Entering Unmasked Estep 
Score: -12542266.000000 Penalty: 4050.001709
	Iteration 44Q: 3 clusters Score -1.254227e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 250551 members 
Entering Unmasked Estep 
Score: -12542492.000000 Penalty: 4050.001709
	Iteration 45Q: 3 clusters Score -1.254249e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 251192 members 
Entering Unmasked Estep 
Score: -12542651.000000 Penalty: 4050.001709
	Iteration 46Q: 3 clusters Score -1.254265e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 251760 members 
Entering Unmasked Estep 
Score: -12542828.000000 Penalty: 4050.001709
	Iteration 47Q: 3 clusters Score -1.254283e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 252260 members 
Entering Unmasked Estep 
Score: -12542961.000000 Penalty: 4050.001709
	Iteration 48Q: 3 clusters Score -1.254296e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 252705 members 
Entering Unmasked Estep 
Score: -12543105.000000 Penalty: 4050.001709
	Iteration 49Q: 3 clusters Score -1.25431e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 253108 members 
Entering Unmasked Estep 
Score: -12543231.000000 Penalty: 4050.001709
	Iteration 50Q: 3 clusters Score -1.254323e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 253458 members 
Entering Unmasked Estep 
Score: -12543340.000000 Penalty: 4050.001709
	Iteration 51Q: 3 clusters Score -1.254334e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 253749 members 
Entering Unmasked Estep 
Score: -12543420.000000 Penalty: 4050.001709
	Iteration 52Q: 3 clusters Score -1.254342e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 254035 members 
Entering Unmasked Estep 
Score: -12543491.000000 Penalty: 4050.001709
	Iteration 53Q: 3 clusters Score -1.254349e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 254287 members 
Entering Unmasked Estep 
Score: -12543552.000000 Penalty: 4050.001709
	Iteration 54Q: 3 clusters Score -1.254355e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 254489 members 
Entering Unmasked Estep 
Score: -12543623.000000 Penalty: 4050.001709
	Iteration 55Q: 3 clusters Score -1.254362e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 254650 members 
Entering Unmasked Estep 
Score: -12543678.000000 Penalty: 4050.001709
	Iteration 56Q: 3 clusters Score -1.254368e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 254772 members 
Entering Unmasked Estep 
Score: -12543707.000000 Penalty: 4050.001709
	Iteration 57Q: 3 clusters Score -1.254371e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 254898 members 
Entering Unmasked Estep 
Score: -12543724.000000 Penalty: 4050.001709
	Iteration 58Q: 3 clusters Score -1.254372e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 254992 members 
Entering Unmasked Estep 
Score: -12543737.000000 Penalty: 4050.001709
	Iteration 59Q: 3 clusters Score -1.254374e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 255083 members 
Entering Unmasked Estep 
Score: -12543747.000000 Penalty: 4050.001709
	Iteration 60F: 3 clusters Score -1.254375e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 255176 members 
Entering Unmasked Estep 
Score: -12543787.000000 Penalty: 4050.001709
	Iteration 61Q: 3 clusters Score -1.254379e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 255264 members 
Entering Unmasked Estep 
Score: -12543795.000000 Penalty: 4050.001709
	Iteration 62Q: 3 clusters Score -1.25438e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 255338 members 
Entering Unmasked Estep 
Score: -12543794.000000 Penalty: 4050.001709
	Iteration 63Q: 3 clusters Score -1.254379e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 255400 members 
Entering Unmasked Estep 
Score: -12543795.000000 Penalty: 4050.001709
	Iteration 64Q: 3 clusters Score -1.25438e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 255457 members 
Entering Unmasked Estep 
Score: -12543810.000000 Penalty: 4050.001709
	Iteration 65Q: 3 clusters Score -1.254381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 255494 members 
Entering Unmasked Estep 
Score: -12543820.000000 Penalty: 4050.001709
	Iteration 66Q: 3 clusters Score -1.254382e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 255542 members 
Entering Unmasked Estep 
Score: -12543824.000000 Penalty: 4050.001709
	Iteration 67Q: 3 clusters Score -1.254382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 255586 members 
Entering Unmasked Estep 
Score: -12543837.000000 Penalty: 4050.001709
	Iteration 68Q: 3 clusters Score -1.254384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 255614 members 
Entering Unmasked Estep 
Score: -12543862.000000 Penalty: 4050.001709
	Iteration 69Q: 3 clusters Score -1.254386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 255645 members 
Entering Unmasked Estep 
Score: -12543851.000000 Penalty: 4050.001709
	Iteration 70Q: 3 clusters Score -1.254385e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 255679 members 
Entering Unmasked Estep 
Score: -12543879.000000 Penalty: 4050.001709
	Iteration 71Q: 3 clusters Score -1.254388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 255711 members 
Entering Unmasked Estep 
Score: -12543889.000000 Penalty: 4050.001709
	Iteration 72Q: 3 clusters Score -1.254389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 255743 members 
Entering Unmasked Estep 
Score: -12543889.000000 Penalty: 4050.001709
	Iteration 73Q: 3 clusters Score -1.254389e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 255770 members 
Entering Unmasked Estep 
Score: -12543891.000000 Penalty: 4050.001709
	Iteration 74Q: 3 clusters Score -1.254389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 255799 members 
Entering Unmasked Estep 
Score: -12543876.000000 Penalty: 4050.001709
	Iteration 75Q: 3 clusters Score -1.254388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 255813 members 
Entering Unmasked Estep 
Score: -12543882.000000 Penalty: 4050.001709
	Iteration 76Q: 3 clusters Score -1.254388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 255823 members 
Entering Unmasked Estep 
Score: -12543880.000000 Penalty: 4050.001709
	Iteration 77Q: 3 clusters Score -1.254388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 255832 members 
Entering Unmasked Estep 
Score: -12543886.000000 Penalty: 4050.001709
	Iteration 78Q: 3 clusters Score -1.254389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 255843 members 
Entering Unmasked Estep 
Score: -12543876.000000 Penalty: 4050.001709
	Iteration 79Q: 3 clusters Score -1.254388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 255851 members 
Entering Unmasked Estep 
Score: -12543886.000000 Penalty: 4050.001709
	Iteration 80F: 3 clusters Score -1.254389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 255857 members 
Entering Unmasked Estep 
Score: -12543881.000000 Penalty: 4050.001709
	Iteration 81Q: 3 clusters Score -1.254388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 255864 members 
Entering Unmasked Estep 
Score: -12543880.000000 Penalty: 4050.001709
	Iteration 82Q: 3 clusters Score -1.254388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 255869 members 
Entering Unmasked Estep 
Score: -12543881.000000 Penalty: 4050.001709
	Iteration 83Q: 3 clusters Score -1.254388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 255877 members 
Entering Unmasked Estep 
Score: -12543881.000000 Penalty: 4050.001709
	Iteration 84Q: 3 clusters Score -1.254388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 255886 members 
Entering Unmasked Estep 
Score: -12543880.000000 Penalty: 4050.001709
	Iteration 85Q: 3 clusters Score -1.254388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 255894 members 
Entering Unmasked Estep 
Score: -12543875.000000 Penalty: 4050.001709
	Iteration 86Q: 3 clusters Score -1.254388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 255899 members 
Entering Unmasked Estep 
Score: -12543875.000000 Penalty: 4050.001709
	Iteration 87Q: 3 clusters Score -1.254388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 255901 members 
Entering Unmasked Estep 
Score: -12543883.000000 Penalty: 4050.001709
	Iteration 88Q: 3 clusters Score -1.254388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 255904 members 
Entering Unmasked Estep 
Score: -12543877.000000 Penalty: 4050.001709
	Iteration 89Q: 3 clusters Score -1.254388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 255905 members 
Entering Unmasked Estep 
Score: -12543878.000000 Penalty: 4050.001709
	Iteration 90Q: 3 clusters Score -1.254388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 255907 members 
Entering Unmasked Estep 
Score: -12543881.000000 Penalty: 4050.001709
	Iteration 91Q: 3 clusters Score -1.254388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 255910 members 
Entering Unmasked Estep 
Score: -12543871.000000 Penalty: 4050.001709
	Iteration 92Q: 3 clusters Score -1.254387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 255914 members 
Entering Unmasked Estep 
Score: -12543878.000000 Penalty: 4050.001709
	Iteration 93Q: 3 clusters Score -1.254388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 255918 members 
Entering Unmasked Estep 
Score: -12543862.000000 Penalty: 4050.001709
	Iteration 94Q: 3 clusters Score -1.254386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 255923 members 
Entering Unmasked Estep 
Score: -12543874.000000 Penalty: 4050.001709
	Iteration 95Q: 3 clusters Score -1.254387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 255931 members 
Entering Unmasked Estep 
Score: -12543879.000000 Penalty: 4050.001709
	Iteration 96Q: 3 clusters Score -1.254388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 255939 members 
Entering Unmasked Estep 
Score: -12543885.000000 Penalty: 4050.001709
	Iteration 97Q: 3 clusters Score -1.254388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 255947 members 
Entering Unmasked Estep 
Score: -12543891.000000 Penalty: 4050.001709
	Iteration 98Q: 3 clusters Score -1.254389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 255953 members 
Entering Unmasked Estep 
Score: -12543901.000000 Penalty: 4050.001709
	Iteration 99Q: 3 clusters Score -1.25439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 255959 members 
Entering Unmasked Estep 
Score: -12543911.000000 Penalty: 4050.001709
	Iteration 100F: 3 clusters Score -1.254391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 255967 members 
Entering Unmasked Estep 
Score: -12543917.000000 Penalty: 4050.001709
	Iteration 101Q: 3 clusters Score -1.254392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 255975 members 
Entering Unmasked Estep 
Score: -12543917.000000 Penalty: 4050.001709
	Iteration 102Q: 3 clusters Score -1.254392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 255984 members 
Entering Unmasked Estep 
Score: -12543909.000000 Penalty: 4050.001709
	Iteration 103Q: 3 clusters Score -1.254391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 255993 members 
Entering Unmasked Estep 
Score: -12543924.000000 Penalty: 4050.001709
	Iteration 104Q: 3 clusters Score -1.254392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 256001 members 
Entering Unmasked Estep 
Score: -12543910.000000 Penalty: 4050.001709
	Iteration 105Q: 3 clusters Score -1.254391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 256007 members 
Entering Unmasked Estep 
Score: -12543903.000000 Penalty: 4050.001709
	Iteration 106Q: 3 clusters Score -1.25439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 256012 members 
Entering Unmasked Estep 
Score: -12543918.000000 Penalty: 4050.001709
	Iteration 107Q: 3 clusters Score -1.254392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 256016 members 
Entering Unmasked Estep 
Score: -12543917.000000 Penalty: 4050.001709
	Iteration 108Q: 3 clusters Score -1.254392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 256019 members 
Entering Unmasked Estep 
Score: -12543925.000000 Penalty: 4050.001709
	Iteration 109Q: 3 clusters Score -1.254392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 256022 members 
Entering Unmasked Estep 
Score: -12543919.000000 Penalty: 4050.001709
	Iteration 110Q: 3 clusters Score -1.254392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 256025 members 
Entering Unmasked Estep 
Score: -12543927.000000 Penalty: 4050.001709
	Iteration 111Q: 3 clusters Score -1.254393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 256031 members 
Entering Unmasked Estep 
Score: -12543928.000000 Penalty: 4050.001709
	Iteration 112Q: 3 clusters Score -1.254393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 256036 members 
Entering Unmasked Estep 
Score: -12543929.000000 Penalty: 4050.001709
	Iteration 113Q: 3 clusters Score -1.254393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 256044 members 
Entering Unmasked Estep 
Score: -12543935.000000 Penalty: 4050.001709
	Iteration 114Q: 3 clusters Score -1.254394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 256046 members 
Entering Unmasked Estep 
Score: -12543924.000000 Penalty: 4050.001709
	Iteration 115Q: 3 clusters Score -1.254392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 256047 members 
Entering Unmasked Estep 
Score: -12543924.000000 Penalty: 4050.001709
	Iteration 116Q: 3 clusters Score -1.254392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 256048 members 
Entering Unmasked Estep 
Score: -12543920.000000 Penalty: 4050.001709
	Iteration 117Q: 3 clusters Score -1.254392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 256052 members 
Entering Unmasked Estep 
Score: -12543919.000000 Penalty: 4050.001709
	Iteration 118Q: 3 clusters Score -1.254392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 256059 members 
Entering Unmasked Estep 
Score: -12543929.000000 Penalty: 4050.001709
	Iteration 119Q: 3 clusters Score -1.254393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 256069 members 
Entering Unmasked Estep 
Score: -12543930.000000 Penalty: 4050.001709
	Iteration 120F: 3 clusters Score -1.254393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 256074 members 
Entering Unmasked Estep 
Score: -12543930.000000 Penalty: 4050.001709
	Iteration 121Q: 3 clusters Score -1.254393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 256080 members 
Entering Unmasked Estep 
Score: -12543930.000000 Penalty: 4050.001709
	Iteration 122Q: 3 clusters Score -1.254393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 256085 members 
Entering Unmasked Estep 
Score: -12543930.000000 Penalty: 4050.001709
	Iteration 123Q: 3 clusters Score -1.254393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 256086 members 
Entering Unmasked Estep 
Score: -12543929.000000 Penalty: 4050.001709
	Iteration 124Q: 3 clusters Score -1.254393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 256087 members 
Entering Unmasked Estep 
Score: -12543921.000000 Penalty: 4050.001709
	Iteration 125Q: 3 clusters Score -1.254392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 256087 members 
Entering Unmasked Estep 
Score: -12543921.000000 Penalty: 4050.001709
	Iteration 126F: 3 clusters Score -1.254392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -286847.750000 Penalty: 1400.679932
	Iteration 0F: 2 clusters Score -286847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -282479.531250 Penalty: 2801.359863
	Iteration 0F: 3 clusters Score -282479.5 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -283691.468750 Penalty: 2801.359863
	Iteration 1F: 3 clusters Score -283691.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -283847.000000 Penalty: 2801.359863
	Iteration 2F: 3 clusters Score -283847 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -283957.937500 Penalty: 2801.359863
	Iteration 3Q: 3 clusters Score -283957.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -284041.281250 Penalty: 2801.359863
	Iteration 4Q: 3 clusters Score -284041.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -284118.468750 Penalty: 2801.359863
	Iteration 5Q: 3 clusters Score -284118.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -284192.687500 Penalty: 2801.359863
	Iteration 6Q: 3 clusters Score -284192.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -284279.812500 Penalty: 2801.359863
	Iteration 7Q: 3 clusters Score -284279.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -284366.031250 Penalty: 2801.359863
	Iteration 8Q: 3 clusters Score -284366 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -284450.062500 Penalty: 2801.359863
	Iteration 9Q: 3 clusters Score -284450.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -284535.750000 Penalty: 2801.359863
	Iteration 10Q: 3 clusters Score -284535.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -284644.375000 Penalty: 2801.359863
	Iteration 11Q: 3 clusters Score -284644.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -284787.968750 Penalty: 2801.359863
	Iteration 12Q: 3 clusters Score -284788 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -284947.093750 Penalty: 2801.359863
	Iteration 13Q: 3 clusters Score -284947.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -285085.531250 Penalty: 2801.359863
	Iteration 14Q: 3 clusters Score -285085.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -285201.250000 Penalty: 2801.359863
	Iteration 15Q: 3 clusters Score -285201.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -285283.812500 Penalty: 2801.359863
	Iteration 16Q: 3 clusters Score -285283.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -285338.812500 Penalty: 2801.359863
	Iteration 17Q: 3 clusters Score -285338.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -285373.125000 Penalty: 2801.359863
	Iteration 18Q: 3 clusters Score -285373.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -285395.406250 Penalty: 2801.359863
	Iteration 19Q: 3 clusters Score -285395.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -285410.156250 Penalty: 2801.359863
	Iteration 20F: 3 clusters Score -285410.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -285421.875000 Penalty: 2801.359863
	Iteration 21Q: 3 clusters Score -285421.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -285431.250000 Penalty: 2801.359863
	Iteration 22Q: 3 clusters Score -285431.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -285436.625000 Penalty: 2801.359863
	Iteration 23Q: 3 clusters Score -285436.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -285441.187500 Penalty: 2801.359863
	Iteration 24Q: 3 clusters Score -285441.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -285449.125000 Penalty: 2801.359863
	Iteration 25Q: 3 clusters Score -285449.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -285455.531250 Penalty: 2801.359863
	Iteration 26Q: 3 clusters Score -285455.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -285462.937500 Penalty: 2801.359863
	Iteration 27Q: 3 clusters Score -285462.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -285469.156250 Penalty: 2801.359863
	Iteration 28Q: 3 clusters Score -285469.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -285474.375000 Penalty: 2801.359863
	Iteration 29Q: 3 clusters Score -285474.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -285479.250000 Penalty: 2801.359863
	Iteration 30Q: 3 clusters Score -285479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -285483.750000 Penalty: 2801.359863
	Iteration 31Q: 3 clusters Score -285483.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -285488.062500 Penalty: 2801.359863
	Iteration 32Q: 3 clusters Score -285488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -285491.312500 Penalty: 2801.359863
	Iteration 33Q: 3 clusters Score -285491.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -285494.500000 Penalty: 2801.359863
	Iteration 34Q: 3 clusters Score -285494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -285498.843750 Penalty: 2801.359863
	Iteration 35Q: 3 clusters Score -285498.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -285502.156250 Penalty: 2801.359863
	Iteration 36Q: 3 clusters Score -285502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -285504.843750 Penalty: 2801.359863
	Iteration 37Q: 3 clusters Score -285504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -285506.906250 Penalty: 2801.359863
	Iteration 38Q: 3 clusters Score -285506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -285509.343750 Penalty: 2801.359863
	Iteration 39Q: 3 clusters Score -285509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -285510.906250 Penalty: 2801.359863
	Iteration 40F: 3 clusters Score -285510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -285511.843750 Penalty: 2801.359863
	Iteration 41Q: 3 clusters Score -285511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -285512.906250 Penalty: 2801.359863
	Iteration 42Q: 3 clusters Score -285512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -285514.812500 Penalty: 2801.359863
	Iteration 43Q: 3 clusters Score -285514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -285516.875000 Penalty: 2801.359863
	Iteration 44Q: 3 clusters Score -285516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -285518.468750 Penalty: 2801.359863
	Iteration 45Q: 3 clusters Score -285518.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -285521.062500 Penalty: 2801.359863
	Iteration 46Q: 3 clusters Score -285521.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -285523.781250 Penalty: 2801.359863
	Iteration 47Q: 3 clusters Score -285523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -285525.000000 Penalty: 2801.359863
	Iteration 48Q: 3 clusters Score -285525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -285524.687500 Penalty: 2801.359863
	Iteration 49Q: 3 clusters Score -285524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -285526.187500 Penalty: 2801.359863
	Iteration 50Q: 3 clusters Score -285526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -285527.781250 Penalty: 2801.359863
	Iteration 51Q: 3 clusters Score -285527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -285529.968750 Penalty: 2801.359863
	Iteration 52Q: 3 clusters Score -285530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -285531.343750 Penalty: 2801.359863
	Iteration 53Q: 3 clusters Score -285531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -285532.281250 Penalty: 2801.359863
	Iteration 54Q: 3 clusters Score -285532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -285532.687500 Penalty: 2801.359863
	Iteration 55Q: 3 clusters Score -285532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -285534.843750 Penalty: 2801.359863
	Iteration 56Q: 3 clusters Score -285534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -285535.875000 Penalty: 2801.359863
	Iteration 57Q: 3 clusters Score -285535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -285538.093750 Penalty: 2801.359863
	Iteration 58Q: 3 clusters Score -285538.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -285540.093750 Penalty: 2801.359863
	Iteration 59Q: 3 clusters Score -285540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -285543.250000 Penalty: 2801.359863
	Iteration 60F: 3 clusters Score -285543.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -285549.375000 Penalty: 2801.359863
	Iteration 61Q: 3 clusters Score -285549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -285552.593750 Penalty: 2801.359863
	Iteration 62Q: 3 clusters Score -285552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -285555.125000 Penalty: 2801.359863
	Iteration 63Q: 3 clusters Score -285555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -285558.218750 Penalty: 2801.359863
	Iteration 64Q: 3 clusters Score -285558.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -285560.718750 Penalty: 2801.359863
	Iteration 65Q: 3 clusters Score -285560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -285563.875000 Penalty: 2801.359863
	Iteration 66Q: 3 clusters Score -285563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -285565.312500 Penalty: 2801.359863
	Iteration 67Q: 3 clusters Score -285565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -285567.218750 Penalty: 2801.359863
	Iteration 68Q: 3 clusters Score -285567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -285567.781250 Penalty: 2801.359863
	Iteration 69Q: 3 clusters Score -285567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -285567.781250 Penalty: 2801.359863
	Iteration 70F: 3 clusters Score -285567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Entering Unmasked Estep 
Score: -2031470.500000 Penalty: 1729.680176
	Iteration 0F: 2 clusters Score -2031470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2003374.250000 Penalty: 3459.360352
	Iteration 0F: 3 clusters Score -2003374 nChanged 19392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2014132.375000 Penalty: 3459.360352
	Iteration 1F: 3 clusters Score -2014132 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2014464.125000 Penalty: 3459.360352
	Iteration 2Q: 3 clusters Score -2014464 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2014813 nChanged 1343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2015144 nChanged 1305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2015497 nChanged 1387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2015932 nChanged 1518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2016471 nChanged 1694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2017267 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2018421 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -2020121 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2022320.125000 Penalty: 3459.360352
	Iteration 11F: 3 clusters Score -2022320 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2024122.250000 Penalty: 3459.360352
	Iteration 12F: 3 clusters Score -2024122 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2025118 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2025592.500000 Penalty: 3459.360352
	Iteration 14Q: 3 clusters Score -2025592 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2025905 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2026131 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2026296 nChanged 555
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2026416 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2026539 nChanged 483
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Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2026644 nChanged 460
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2026754 nChanged 458
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2026861 nChanged 484
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2026982 nChanged 466
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2027088 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2027187 nChanged 428
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Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2027294 nChanged 460
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Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2027391 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2027521 nChanged 481
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2027656 nChanged 476
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2027785 nChanged 498
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2027934 nChanged 504
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2028084 nChanged 440
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -2028220.000000 Penalty: 3459.360352
	Iteration 33Q: 3 clusters Score -2028220 nChanged 418
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2028339 nChanged 432
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2028453 nChanged 390
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Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2028558 nChanged 355
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Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2028652 nChanged 333
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Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2028749 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2028831 nChanged 286
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Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2028909 nChanged 266
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Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2028984 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2029054 nChanged 252
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Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -2029132.875000 Penalty: 3459.360352
	Iteration 43Q: 3 clusters Score -2029133 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2029220 nChanged 251
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2029306 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2029391 nChanged 213
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Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2029455 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2029505 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -2029555.000000 Penalty: 3459.360352
	Iteration 49Q: 3 clusters Score -2029555 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -2029608.875000 Penalty: 3459.360352
	Iteration 50Q: 3 clusters Score -2029609 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -2029647.125000 Penalty: 3459.360352
	Iteration 51Q: 3 clusters Score -2029647 nChanged 135
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2029707 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2029753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2029781 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2029810 nChanged 71
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Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2029830 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2029853 nChanged 55
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Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2029870 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2029880 nChanged 27
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Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2029887 nChanged 28
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Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2029891 nChanged 29
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Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2029896 nChanged 29
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Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -2029902.000000 Penalty: 3459.360352
	Iteration 63Q: 3 clusters Score -2029902 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2029916 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2029933 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2029947 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2029957 nChanged 26
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Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2029962 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2029972 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2029982 nChanged 34
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Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2029992 nChanged 31
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Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40860 members 
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	Iteration 72Q: 3 clusters Score -2029997 nChanged 12
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Mstep: Class 1 contains 1078 members 
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	Iteration 73Q: 3 clusters Score -2030001 nChanged 10
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40880 members 
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	Iteration 74Q: 3 clusters Score -2030008 nChanged 13
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Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2030009 nChanged 15
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Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2030019 nChanged 19
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40923 members 
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	Iteration 77Q: 3 clusters Score -2030019 nChanged 17
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Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2030026 nChanged 14
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Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 40952 members 
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	Iteration 79Q: 3 clusters Score -2030031 nChanged 13
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Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2030036 nChanged 16
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Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2030038 nChanged 8
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	Iteration 82Q: 3 clusters Score -2030042 nChanged 11
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Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 40992 members 
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	Iteration 83Q: 3 clusters Score -2030047 nChanged 7
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	Iteration 84Q: 3 clusters Score -2030047 nChanged 9
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Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -2030051.375000 Penalty: 3459.360352
	Iteration 85Q: 3 clusters Score -2030051 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2030050 nChanged 5
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Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2030051 nChanged 8
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Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2030054 nChanged 8
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Mstep: Class 1 contains 920 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2030056 nChanged 8
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Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2030057 nChanged 8
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Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2030061 nChanged 8
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2030062 nChanged 5
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2030064 nChanged 5
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Mstep: Class 1 contains 898 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2030067 nChanged 4
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Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2030071 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2030070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -2030074.375000 Penalty: 3459.360352
	Iteration 97Q: 3 clusters Score -2030074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -2030073.375000 Penalty: 3459.360352
	Iteration 98Q: 3 clusters Score -2030073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -2030073.750000 Penalty: 3459.360352
	Iteration 99Q: 3 clusters Score -2030074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -2030078.875000 Penalty: 3459.360352
	Iteration 100F: 3 clusters Score -2030079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -2030082.875000 Penalty: 3459.360352
	Iteration 101Q: 3 clusters Score -2030083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -2030080.875000 Penalty: 3459.360352
	Iteration 102Q: 3 clusters Score -2030081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -2030082.250000 Penalty: 3459.360352
	Iteration 103Q: 3 clusters Score -2030082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -2030082.250000 Penalty: 3459.360352
	Iteration 104F: 3 clusters Score -2030082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -216959.671875 Penalty: 1353.373291
	Iteration 0F: 2 clusters Score -216959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -213522.656250 Penalty: 2706.746582
	Iteration 0F: 3 clusters Score -213522.7 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -214368.718750 Penalty: 2706.746582
	Iteration 1F: 3 clusters Score -214368.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -214498.875000 Penalty: 2706.746582
	Iteration 2F: 3 clusters Score -214498.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -214573.109375 Penalty: 2706.746582
	Iteration 3Q: 3 clusters Score -214573.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -214628.593750 Penalty: 2706.746582
	Iteration 4Q: 3 clusters Score -214628.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -214681.265625 Penalty: 2706.746582
	Iteration 5Q: 3 clusters Score -214681.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -214728.796875 Penalty: 2706.746582
	Iteration 6Q: 3 clusters Score -214728.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -214778.609375 Penalty: 2706.746582
	Iteration 7Q: 3 clusters Score -214778.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -214826.859375 Penalty: 2706.746582
	Iteration 8Q: 3 clusters Score -214826.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -214871.046875 Penalty: 2706.746582
	Iteration 9Q: 3 clusters Score -214871 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -214918.062500 Penalty: 2706.746582
	Iteration 10Q: 3 clusters Score -214918.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -214966.265625 Penalty: 2706.746582
	Iteration 11Q: 3 clusters Score -214966.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215019.078125 Penalty: 2706.746582
	Iteration 12Q: 3 clusters Score -215019.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215076.750000 Penalty: 2706.746582
	Iteration 13Q: 3 clusters Score -215076.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -215136.734375 Penalty: 2706.746582
	Iteration 14Q: 3 clusters Score -215136.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -215198.109375 Penalty: 2706.746582
	Iteration 15Q: 3 clusters Score -215198.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215281.375000 Penalty: 2706.746582
	Iteration 16Q: 3 clusters Score -215281.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -215358.562500 Penalty: 2706.746582
	Iteration 17Q: 3 clusters Score -215358.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -215426.359375 Penalty: 2706.746582
	Iteration 18Q: 3 clusters Score -215426.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -215486.015625 Penalty: 2706.746582
	Iteration 19Q: 3 clusters Score -215486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -215528.765625 Penalty: 2706.746582
	Iteration 20F: 3 clusters Score -215528.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -215566.328125 Penalty: 2706.746582
	Iteration 21Q: 3 clusters Score -215566.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -215590.593750 Penalty: 2706.746582
	Iteration 22Q: 3 clusters Score -215590.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -215618.812500 Penalty: 2706.746582
	Iteration 23Q: 3 clusters Score -215618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -215637.671875 Penalty: 2706.746582
	Iteration 24Q: 3 clusters Score -215637.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -215658.500000 Penalty: 2706.746582
	Iteration 25Q: 3 clusters Score -215658.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -215676.656250 Penalty: 2706.746582
	Iteration 26Q: 3 clusters Score -215676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -215683.031250 Penalty: 2706.746582
	Iteration 27Q: 3 clusters Score -215683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -215689.906250 Penalty: 2706.746582
	Iteration 28Q: 3 clusters Score -215689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -215695.531250 Penalty: 2706.746582
	Iteration 29Q: 3 clusters Score -215695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -215701.625000 Penalty: 2706.746582
	Iteration 30Q: 3 clusters Score -215701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -215707.375000 Penalty: 2706.746582
	Iteration 31Q: 3 clusters Score -215707.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -215714.734375 Penalty: 2706.746582
	Iteration 32Q: 3 clusters Score -215714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -215723.312500 Penalty: 2706.746582
	Iteration 33Q: 3 clusters Score -215723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -215731.375000 Penalty: 2706.746582
	Iteration 34Q: 3 clusters Score -215731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -215737.390625 Penalty: 2706.746582
	Iteration 35Q: 3 clusters Score -215737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -215739.421875 Penalty: 2706.746582
	Iteration 36Q: 3 clusters Score -215739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -215741.453125 Penalty: 2706.746582
	Iteration 37Q: 3 clusters Score -215741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -215742.281250 Penalty: 2706.746582
	Iteration 38Q: 3 clusters Score -215742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -215742.281250 Penalty: 2706.746582
	Iteration 39F: 3 clusters Score -215742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Entering Unmasked Estep 
Score: -1091898.500000 Penalty: 1626.611572
	Iteration 0F: 2 clusters Score -1091898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1076788.625000 Penalty: 3253.223145
	Iteration 0F: 3 clusters Score -1076789 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1082143.750000 Penalty: 3253.223145
	Iteration 1F: 3 clusters Score -1082144 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1082451.875000 Penalty: 3253.223145
	Iteration 2Q: 3 clusters Score -1082452 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1082729.875000 Penalty: 3253.223145
	Iteration 3Q: 3 clusters Score -1082730 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1082983.000000 Penalty: 3253.223145
	Iteration 4Q: 3 clusters Score -1082983 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1083205.375000 Penalty: 3253.223145
	Iteration 5Q: 3 clusters Score -1083205 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1083433.875000 Penalty: 3253.223145
	Iteration 6Q: 3 clusters Score -1083434 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1083700.750000 Penalty: 3253.223145
	Iteration 7Q: 3 clusters Score -1083701 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1084027.750000 Penalty: 3253.223145
	Iteration 8Q: 3 clusters Score -1084028 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1084513.625000 Penalty: 3253.223145
	Iteration 9Q: 3 clusters Score -1084514 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1085149.750000 Penalty: 3253.223145
	Iteration 10Q: 3 clusters Score -1085150 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1085983.000000 Penalty: 3253.223145
	Iteration 11F: 3 clusters Score -1085983 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1086909.375000 Penalty: 3253.223145
	Iteration 12F: 3 clusters Score -1086909 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1087736.500000 Penalty: 3253.223145
	Iteration 13F: 3 clusters Score -1087736 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1088255.875000 Penalty: 3253.223145
	Iteration 14Q: 3 clusters Score -1088256 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1088515.125000 Penalty: 3253.223145
	Iteration 15Q: 3 clusters Score -1088515 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1088674.250000 Penalty: 3253.223145
	Iteration 16Q: 3 clusters Score -1088674 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1088807.875000 Penalty: 3253.223145
	Iteration 17Q: 3 clusters Score -1088808 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1088930.875000 Penalty: 3253.223145
	Iteration 18Q: 3 clusters Score -1088931 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1089031.375000 Penalty: 3253.223145
	Iteration 19Q: 3 clusters Score -1089031 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1089127.875000 Penalty: 3253.223145
	Iteration 20F: 3 clusters Score -1089128 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1089224.750000 Penalty: 3253.223145
	Iteration 21Q: 3 clusters Score -1089225 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1089341.250000 Penalty: 3253.223145
	Iteration 22Q: 3 clusters Score -1089341 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1089477.375000 Penalty: 3253.223145
	Iteration 23Q: 3 clusters Score -1089477 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1089617.000000 Penalty: 3253.223145
	Iteration 24Q: 3 clusters Score -1089617 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1089771.250000 Penalty: 3253.223145
	Iteration 25Q: 3 clusters Score -1089771 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1089916.625000 Penalty: 3253.223145
	Iteration 26Q: 3 clusters Score -1089917 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1090039.375000 Penalty: 3253.223145
	Iteration 27Q: 3 clusters Score -1090039 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1090113.250000 Penalty: 3253.223145
	Iteration 28Q: 3 clusters Score -1090113 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1090170.375000 Penalty: 3253.223145
	Iteration 29Q: 3 clusters Score -1090170 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1090212.000000 Penalty: 3253.223145
	Iteration 30Q: 3 clusters Score -1090212 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1090246.125000 Penalty: 3253.223145
	Iteration 31Q: 3 clusters Score -1090246 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1090283.125000 Penalty: 3253.223145
	Iteration 32Q: 3 clusters Score -1090283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1090309.875000 Penalty: 3253.223145
	Iteration 33Q: 3 clusters Score -1090310 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1090335.250000 Penalty: 3253.223145
	Iteration 34Q: 3 clusters Score -1090335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1090356.750000 Penalty: 3253.223145
	Iteration 35Q: 3 clusters Score -1090357 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1090374.000000 Penalty: 3253.223145
	Iteration 36Q: 3 clusters Score -1090374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1090391.250000 Penalty: 3253.223145
	Iteration 37Q: 3 clusters Score -1090391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1090407.500000 Penalty: 3253.223145
	Iteration 38Q: 3 clusters Score -1090408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1090424.250000 Penalty: 3253.223145
	Iteration 39Q: 3 clusters Score -1090424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1090438.625000 Penalty: 3253.223145
	Iteration 40F: 3 clusters Score -1090439 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1090451.375000 Penalty: 3253.223145
	Iteration 41Q: 3 clusters Score -1090451 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1090468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1090475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1090482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1090492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1090499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1090505.000000 Penalty: 3253.223145
	Iteration 47Q: 3 clusters Score -1090505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1090511.750000 Penalty: 3253.223145
	Iteration 48Q: 3 clusters Score -1090512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1090521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1090526.250000 Penalty: 3253.223145
	Iteration 50Q: 3 clusters Score -1090526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1090541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1090549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1090554 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1090561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1090570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1090576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1090593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1090608.500000 Penalty: 3253.223145
	Iteration 58Q: 3 clusters Score -1090608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1090617.000000 Penalty: 3253.223145
	Iteration 59Q: 3 clusters Score -1090617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1090626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1090634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1090640 nChanged 43
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1090641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1090650 nChanged 45
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1090660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1090662.000000 Penalty: 3253.223145
	Iteration 66Q: 3 clusters Score -1090662 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1090665 nChanged 30
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1090670 nChanged 32
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Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1090674 nChanged 32
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Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1090676 nChanged 29
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Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1090679 nChanged 25
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Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1090684 nChanged 39
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1090689 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1090696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1090700 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1090707 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1090713.000000 Penalty: 3253.223145
	Iteration 77Q: 3 clusters Score -1090713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1090714 nChanged 21
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1090713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1090719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1090722.875000 Penalty: 3253.223145
	Iteration 81Q: 3 clusters Score -1090723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1090729.750000 Penalty: 3253.223145
	Iteration 82Q: 3 clusters Score -1090730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1090734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1090735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1090742.375000 Penalty: 3253.223145
	Iteration 85Q: 3 clusters Score -1090742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1090746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1090751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1090753.875000 Penalty: 3253.223145
	Iteration 88Q: 3 clusters Score -1090754 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1090759.000000 Penalty: 3253.223145
	Iteration 89Q: 3 clusters Score -1090759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1090760.500000 Penalty: 3253.223145
	Iteration 90Q: 3 clusters Score -1090760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1090764.000000 Penalty: 3253.223145
	Iteration 91Q: 3 clusters Score -1090764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1090765 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1090767.875000 Penalty: 3253.223145
	Iteration 93Q: 3 clusters Score -1090768 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1090771.000000 Penalty: 3253.223145
	Iteration 94Q: 3 clusters Score -1090771 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1090772.625000 Penalty: 3253.223145
	Iteration 95Q: 3 clusters Score -1090773 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1090778 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1090776.875000 Penalty: 3253.223145
	Iteration 97Q: 3 clusters Score -1090777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1090779.500000 Penalty: 3253.223145
	Iteration 98Q: 3 clusters Score -1090780 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1090778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1090782.625000 Penalty: 3253.223145
	Iteration 100F: 3 clusters Score -1090783 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1090782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1090783 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1090782 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1090785.750000 Penalty: 3253.223145
	Iteration 104Q: 3 clusters Score -1090786 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1090786.875000 Penalty: 3253.223145
	Iteration 105Q: 3 clusters Score -1090787 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1090787 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1090787 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1090787 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1090791.250000 Penalty: 3253.223145
	Iteration 109Q: 3 clusters Score -1090791 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1090792 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1090788 nChanged 4
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Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1090791 nChanged 4
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Mstep: Class 1 contains 2771 members 
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	Iteration 113Q: 3 clusters Score -1090793 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1090793 nChanged 1
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Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1090791 nChanged 1
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1090792 nChanged 3
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Mstep: Class 1 contains 2764 members 
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	Iteration 117Q: 3 clusters Score -1090792 nChanged 1
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	Iteration 118Q: 3 clusters Score -1090793 nChanged 1
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	Iteration 119Q: 3 clusters Score -1090795 nChanged 2
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Mstep: Class 1 contains 2760 members 
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	Iteration 120F: 3 clusters Score -1090794 nChanged 4
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	Iteration 121Q: 3 clusters Score -1090796 nChanged 4
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	Iteration 122Q: 3 clusters Score -1090797 nChanged 6
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	Iteration 123Q: 3 clusters Score -1090798 nChanged 4
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Mstep: Class 1 contains 2742 members 
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	Iteration 124Q: 3 clusters Score -1090800 nChanged 8
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Mstep: Class 1 contains 2734 members 
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	Iteration 125Q: 3 clusters Score -1090800 nChanged 4
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	Iteration 126Q: 3 clusters Score -1090801 nChanged 2
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	Iteration 127Q: 3 clusters Score -1090799 nChanged 6
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	Iteration 128Q: 3 clusters Score -1090798 nChanged 8
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	Iteration 129Q: 3 clusters Score -1090799 nChanged 7
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	Iteration 130Q: 3 clusters Score -1090801 nChanged 8
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	Iteration 131Q: 3 clusters Score -1090800 nChanged 8
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	Iteration 132Q: 3 clusters Score -1090801 nChanged 9
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	Iteration 133Q: 3 clusters Score -1090803 nChanged 8
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	Iteration 134Q: 3 clusters Score -1090800 nChanged 3
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	Iteration 135Q: 3 clusters Score -1090801 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1090801.250000 Penalty: 3253.223145
	Iteration 136Q: 3 clusters Score -1090801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1090800.625000 Penalty: 3253.223145
	Iteration 137Q: 3 clusters Score -1090801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1090802.875000 Penalty: 3253.223145
	Iteration 138Q: 3 clusters Score -1090803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1090805.000000 Penalty: 3253.223145
	Iteration 139Q: 3 clusters Score -1090805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1090805.000000 Penalty: 3253.223145
	Iteration 140F: 3 clusters Score -1090805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1090803.000000 Penalty: 3253.223145
	Iteration 141Q: 3 clusters Score -1090803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1090803.000000 Penalty: 3253.223145
	Iteration 142F: 3 clusters Score -1090803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Entering Unmasked Estep 
Score: -3516881.500000 Penalty: 1819.203735
	Iteration 0F: 2 clusters Score -3516882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3468310.000000 Penalty: 3638.407471
	Iteration 0F: 3 clusters Score -3468310 nChanged 34396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -3488968.250000 Penalty: 3638.407471
	Iteration 1F: 3 clusters Score -3488968 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -3490641.250000 Penalty: 3638.407471
	Iteration 2Q: 3 clusters Score -3490641 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -3493183.250000 Penalty: 3638.407471
	Iteration 3F: 3 clusters Score -3493183 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -3496688.250000 Penalty: 3638.407471
	Iteration 4F: 3 clusters Score -3496688 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -3500865.500000 Penalty: 3638.407471
	Iteration 5F: 3 clusters Score -3500866 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -3504920.000000 Penalty: 3638.407471
	Iteration 6F: 3 clusters Score -3504920 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -3508104.500000 Penalty: 3638.407471
	Iteration 7F: 3 clusters Score -3508104 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -3510078.750000 Penalty: 3638.407471
	Iteration 8Q: 3 clusters Score -3510079 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -3511176.250000 Penalty: 3638.407471
	Iteration 9Q: 3 clusters Score -3511176 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -3511948.500000 Penalty: 3638.407471
	Iteration 10Q: 3 clusters Score -3511948 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -3512526.500000 Penalty: 3638.407471
	Iteration 11Q: 3 clusters Score -3512526 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -3513031.500000 Penalty: 3638.407471
	Iteration 12Q: 3 clusters Score -3513032 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -3513505.250000 Penalty: 3638.407471
	Iteration 13Q: 3 clusters Score -3513505 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -3513969.750000 Penalty: 3638.407471
	Iteration 14Q: 3 clusters Score -3513970 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -3514454.500000 Penalty: 3638.407471
	Iteration 15Q: 3 clusters Score -3514454 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -3514924.750000 Penalty: 3638.407471
	Iteration 16Q: 3 clusters Score -3514925 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -3515310.750000 Penalty: 3638.407471
	Iteration 17Q: 3 clusters Score -3515311 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -3515620.750000 Penalty: 3638.407471
	Iteration 18Q: 3 clusters Score -3515621 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -3515876.250000 Penalty: 3638.407471
	Iteration 19Q: 3 clusters Score -3515876 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -3516041.250000 Penalty: 3638.407471
	Iteration 20F: 3 clusters Score -3516041 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -3516154.500000 Penalty: 3638.407471
	Iteration 21Q: 3 clusters Score -3516154 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -3516222.500000 Penalty: 3638.407471
	Iteration 22Q: 3 clusters Score -3516222 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -3516272.250000 Penalty: 3638.407471
	Iteration 23Q: 3 clusters Score -3516272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -3516297.750000 Penalty: 3638.407471
	Iteration 24Q: 3 clusters Score -3516298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -3516333.000000 Penalty: 3638.407471
	Iteration 25Q: 3 clusters Score -3516333 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -3516348.500000 Penalty: 3638.407471
	Iteration 26Q: 3 clusters Score -3516348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -3516357.500000 Penalty: 3638.407471
	Iteration 27Q: 3 clusters Score -3516358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -3516368.750000 Penalty: 3638.407471
	Iteration 28Q: 3 clusters Score -3516369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -3516373.000000 Penalty: 3638.407471
	Iteration 29Q: 3 clusters Score -3516373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -3516377.500000 Penalty: 3638.407471
	Iteration 30Q: 3 clusters Score -3516378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -3516387.000000 Penalty: 3638.407471
	Iteration 31Q: 3 clusters Score -3516387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -3516383.500000 Penalty: 3638.407471
	Iteration 32Q: 3 clusters Score -3516384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -3516387.250000 Penalty: 3638.407471
	Iteration 33Q: 3 clusters Score -3516387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -3516381.750000 Penalty: 3638.407471
	Iteration 34Q: 3 clusters Score -3516382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -3516389.750000 Penalty: 3638.407471
	Iteration 35Q: 3 clusters Score -3516390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -3516385.500000 Penalty: 3638.407471
	Iteration 36Q: 3 clusters Score -3516386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -3516386.000000 Penalty: 3638.407471
	Iteration 37Q: 3 clusters Score -3516386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -3516386.500000 Penalty: 3638.407471
	Iteration 38Q: 3 clusters Score -3516386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -3516386.500000 Penalty: 3638.407471
	Iteration 39Q: 3 clusters Score -3516386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -3516386.500000 Penalty: 3638.407471
	Iteration 40F: 3 clusters Score -3516386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -358694.343750 Penalty: 1449.237183
	Iteration 0F: 2 clusters Score -358694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -353162.500000 Penalty: 2898.474365
	Iteration 0F: 3 clusters Score -353162.5 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -354797.062500 Penalty: 2898.474365
	Iteration 1F: 3 clusters Score -354797.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -355015.781250 Penalty: 2898.474365
	Iteration 2F: 3 clusters Score -355015.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -355179.625000 Penalty: 2898.474365
	Iteration 3F: 3 clusters Score -355179.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -355331.875000 Penalty: 2898.474365
	Iteration 4Q: 3 clusters Score -355331.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -355462.562500 Penalty: 2898.474365
	Iteration 5Q: 3 clusters Score -355462.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -355578.312500 Penalty: 2898.474365
	Iteration 6Q: 3 clusters Score -355578.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -355696.687500 Penalty: 2898.474365
	Iteration 7Q: 3 clusters Score -355696.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -355815.531250 Penalty: 2898.474365
	Iteration 8Q: 3 clusters Score -355815.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -355939.625000 Penalty: 2898.474365
	Iteration 9Q: 3 clusters Score -355939.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -356064.718750 Penalty: 2898.474365
	Iteration 10Q: 3 clusters Score -356064.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -356214.656250 Penalty: 2898.474365
	Iteration 11Q: 3 clusters Score -356214.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -356372.000000 Penalty: 2898.474365
	Iteration 12Q: 3 clusters Score -356372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -356510.312500 Penalty: 2898.474365
	Iteration 13Q: 3 clusters Score -356510.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -356624.656250 Penalty: 2898.474365
	Iteration 14Q: 3 clusters Score -356624.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -356711.031250 Penalty: 2898.474365
	Iteration 15Q: 3 clusters Score -356711 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -356763.062500 Penalty: 2898.474365
	Iteration 16Q: 3 clusters Score -356763.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -356808.562500 Penalty: 2898.474365
	Iteration 17Q: 3 clusters Score -356808.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -356851.250000 Penalty: 2898.474365
	Iteration 18Q: 3 clusters Score -356851.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -356876.968750 Penalty: 2898.474365
	Iteration 19Q: 3 clusters Score -356877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -356896.031250 Penalty: 2898.474365
	Iteration 20F: 3 clusters Score -356896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -356913.812500 Penalty: 2898.474365
	Iteration 21Q: 3 clusters Score -356913.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -356929.187500 Penalty: 2898.474365
	Iteration 22Q: 3 clusters Score -356929.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -356943.875000 Penalty: 2898.474365
	Iteration 23Q: 3 clusters Score -356943.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -356953.593750 Penalty: 2898.474365
	Iteration 24Q: 3 clusters Score -356953.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -356961.531250 Penalty: 2898.474365
	Iteration 25Q: 3 clusters Score -356961.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -356965.531250 Penalty: 2898.474365
	Iteration 26Q: 3 clusters Score -356965.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -356973.781250 Penalty: 2898.474365
	Iteration 27Q: 3 clusters Score -356973.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -356979.906250 Penalty: 2898.474365
	Iteration 28Q: 3 clusters Score -356979.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -356985.625000 Penalty: 2898.474365
	Iteration 29Q: 3 clusters Score -356985.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -356991.593750 Penalty: 2898.474365
	Iteration 30Q: 3 clusters Score -356991.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -356994.687500 Penalty: 2898.474365
	Iteration 31Q: 3 clusters Score -356994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -356999.718750 Penalty: 2898.474365
	Iteration 32Q: 3 clusters Score -356999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357005.656250 Penalty: 2898.474365
	Iteration 33Q: 3 clusters Score -357005.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -357014.312500 Penalty: 2898.474365
	Iteration 34Q: 3 clusters Score -357014.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -357024.031250 Penalty: 2898.474365
	Iteration 35Q: 3 clusters Score -357024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -357036.312500 Penalty: 2898.474365
	Iteration 36Q: 3 clusters Score -357036.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -357046.656250 Penalty: 2898.474365
	Iteration 37Q: 3 clusters Score -357046.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357056.156250 Penalty: 2898.474365
	Iteration 38Q: 3 clusters Score -357056.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -357062.250000 Penalty: 2898.474365
	Iteration 39Q: 3 clusters Score -357062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -357067.812500 Penalty: 2898.474365
	Iteration 40F: 3 clusters Score -357067.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -357075.281250 Penalty: 2898.474365
	Iteration 41Q: 3 clusters Score -357075.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -357083.156250 Penalty: 2898.474365
	Iteration 42Q: 3 clusters Score -357083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -357087.531250 Penalty: 2898.474365
	Iteration 43Q: 3 clusters Score -357087.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -357090.062500 Penalty: 2898.474365
	Iteration 44Q: 3 clusters Score -357090.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -357097.031250 Penalty: 2898.474365
	Iteration 45Q: 3 clusters Score -357097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -357103.937500 Penalty: 2898.474365
	Iteration 46Q: 3 clusters Score -357103.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -357110.625000 Penalty: 2898.474365
	Iteration 47Q: 3 clusters Score -357110.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -357118.531250 Penalty: 2898.474365
	Iteration 48Q: 3 clusters Score -357118.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -357124.906250 Penalty: 2898.474365
	Iteration 49Q: 3 clusters Score -357124.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -357128.531250 Penalty: 2898.474365
	Iteration 50Q: 3 clusters Score -357128.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -357136.656250 Penalty: 2898.474365
	Iteration 51Q: 3 clusters Score -357136.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -357149.937500 Penalty: 2898.474365
	Iteration 52Q: 3 clusters Score -357149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -357160.875000 Penalty: 2898.474365
	Iteration 53Q: 3 clusters Score -357160.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -357173.781250 Penalty: 2898.474365
	Iteration 54Q: 3 clusters Score -357173.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -357184.281250 Penalty: 2898.474365
	Iteration 55Q: 3 clusters Score -357184.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -357196.437500 Penalty: 2898.474365
	Iteration 56Q: 3 clusters Score -357196.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -357209.062500 Penalty: 2898.474365
	Iteration 57Q: 3 clusters Score -357209.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -357219.000000 Penalty: 2898.474365
	Iteration 58Q: 3 clusters Score -357219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -357226.156250 Penalty: 2898.474365
	Iteration 59Q: 3 clusters Score -357226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -357234.781250 Penalty: 2898.474365
	Iteration 60F: 3 clusters Score -357234.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -357239.906250 Penalty: 2898.474365
	Iteration 61Q: 3 clusters Score -357239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -357249.218750 Penalty: 2898.474365
	Iteration 62Q: 3 clusters Score -357249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -357254.406250 Penalty: 2898.474365
	Iteration 63Q: 3 clusters Score -357254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -357259.687500 Penalty: 2898.474365
	Iteration 64Q: 3 clusters Score -357259.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -357264.500000 Penalty: 2898.474365
	Iteration 65Q: 3 clusters Score -357264.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -357273.093750 Penalty: 2898.474365
	Iteration 66Q: 3 clusters Score -357273.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -357278.218750 Penalty: 2898.474365
	Iteration 67Q: 3 clusters Score -357278.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -357285.062500 Penalty: 2898.474365
	Iteration 68Q: 3 clusters Score -357285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -357289.656250 Penalty: 2898.474365
	Iteration 69Q: 3 clusters Score -357289.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -357294.250000 Penalty: 2898.474365
	Iteration 70Q: 3 clusters Score -357294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -357299.218750 Penalty: 2898.474365
	Iteration 71Q: 3 clusters Score -357299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -357301.343750 Penalty: 2898.474365
	Iteration 72Q: 3 clusters Score -357301.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -357308.781250 Penalty: 2898.474365
	Iteration 73Q: 3 clusters Score -357308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -357312.812500 Penalty: 2898.474365
	Iteration 74Q: 3 clusters Score -357312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -357319.937500 Penalty: 2898.474365
	Iteration 75Q: 3 clusters Score -357319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -357323.593750 Penalty: 2898.474365
	Iteration 76Q: 3 clusters Score -357323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -357325.468750 Penalty: 2898.474365
	Iteration 77Q: 3 clusters Score -357325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -357327.468750 Penalty: 2898.474365
	Iteration 78Q: 3 clusters Score -357327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -357330.437500 Penalty: 2898.474365
	Iteration 79Q: 3 clusters Score -357330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -357335.125000 Penalty: 2898.474365
	Iteration 80F: 3 clusters Score -357335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -357337.906250 Penalty: 2898.474365
	Iteration 81Q: 3 clusters Score -357337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -357341.500000 Penalty: 2898.474365
	Iteration 82Q: 3 clusters Score -357341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -357344.781250 Penalty: 2898.474365
	Iteration 83Q: 3 clusters Score -357344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -357347.343750 Penalty: 2898.474365
	Iteration 84Q: 3 clusters Score -357347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -357349.156250 Penalty: 2898.474365
	Iteration 85Q: 3 clusters Score -357349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -357350.500000 Penalty: 2898.474365
	Iteration 86Q: 3 clusters Score -357350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -357353.562500 Penalty: 2898.474365
	Iteration 87Q: 3 clusters Score -357353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -357358.125000 Penalty: 2898.474365
	Iteration 88Q: 3 clusters Score -357358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -357361.906250 Penalty: 2898.474365
	Iteration 89Q: 3 clusters Score -357361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -357365.156250 Penalty: 2898.474365
	Iteration 90Q: 3 clusters Score -357365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -357366.500000 Penalty: 2898.474365
	Iteration 91Q: 3 clusters Score -357366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -357368.375000 Penalty: 2898.474365
	Iteration 92Q: 3 clusters Score -357368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -357370.937500 Penalty: 2898.474365
	Iteration 93Q: 3 clusters Score -357370.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -357374.781250 Penalty: 2898.474365
	Iteration 94Q: 3 clusters Score -357374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -357376.187500 Penalty: 2898.474365
	Iteration 95Q: 3 clusters Score -357376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -357376.281250 Penalty: 2898.474365
	Iteration 96Q: 3 clusters Score -357376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -357376.625000 Penalty: 2898.474365
	Iteration 97Q: 3 clusters Score -357376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -357376.656250 Penalty: 2898.474365
	Iteration 98Q: 3 clusters Score -357376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -357376.656250 Penalty: 2898.474365
	Iteration 99F: 3 clusters Score -357376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Entering Unmasked Estep 
Score: -510254.343750 Penalty: 1503.786377
	Iteration 0F: 2 clusters Score -510254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -502768.250000 Penalty: 3007.572754
	Iteration 0F: 3 clusters Score -502768.2 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -505100.093750 Penalty: 3007.572754
	Iteration 1F: 3 clusters Score -505100.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -505358.937500 Penalty: 3007.572754
	Iteration 2F: 3 clusters Score -505358.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -505620.593750 Penalty: 3007.572754
	Iteration 3F: 3 clusters Score -505620.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -505871.281250 Penalty: 3007.572754
	Iteration 4F: 3 clusters Score -505871.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -506119.000000 Penalty: 3007.572754
	Iteration 5Q: 3 clusters Score -506119 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -506380.687500 Penalty: 3007.572754
	Iteration 6Q: 3 clusters Score -506380.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -506640.468750 Penalty: 3007.572754
	Iteration 7Q: 3 clusters Score -506640.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -506940.500000 Penalty: 3007.572754
	Iteration 8Q: 3 clusters Score -506940.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -507229.750000 Penalty: 3007.572754
	Iteration 9Q: 3 clusters Score -507229.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -507482.500000 Penalty: 3007.572754
	Iteration 10Q: 3 clusters Score -507482.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -507692.625000 Penalty: 3007.572754
	Iteration 11Q: 3 clusters Score -507692.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -507845.468750 Penalty: 3007.572754
	Iteration 12Q: 3 clusters Score -507845.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -507942.250000 Penalty: 3007.572754
	Iteration 13Q: 3 clusters Score -507942.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -508001.312500 Penalty: 3007.572754
	Iteration 14Q: 3 clusters Score -508001.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -508048.125000 Penalty: 3007.572754
	Iteration 15Q: 3 clusters Score -508048.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -508078.125000 Penalty: 3007.572754
	Iteration 16Q: 3 clusters Score -508078.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -508102.125000 Penalty: 3007.572754
	Iteration 17Q: 3 clusters Score -508102.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -508117.562500 Penalty: 3007.572754
	Iteration 18Q: 3 clusters Score -508117.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -508130.406250 Penalty: 3007.572754
	Iteration 19Q: 3 clusters Score -508130.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -508142.343750 Penalty: 3007.572754
	Iteration 20F: 3 clusters Score -508142.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -508156.906250 Penalty: 3007.572754
	Iteration 21Q: 3 clusters Score -508156.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -508167.437500 Penalty: 3007.572754
	Iteration 22Q: 3 clusters Score -508167.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -508177.750000 Penalty: 3007.572754
	Iteration 23Q: 3 clusters Score -508177.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -508186.312500 Penalty: 3007.572754
	Iteration 24Q: 3 clusters Score -508186.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -508191.656250 Penalty: 3007.572754
	Iteration 25Q: 3 clusters Score -508191.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -508196.593750 Penalty: 3007.572754
	Iteration 26Q: 3 clusters Score -508196.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -508199.812500 Penalty: 3007.572754
	Iteration 27Q: 3 clusters Score -508199.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -508203.531250 Penalty: 3007.572754
	Iteration 28Q: 3 clusters Score -508203.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -508206.781250 Penalty: 3007.572754
	Iteration 29Q: 3 clusters Score -508206.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -508208.875000 Penalty: 3007.572754
	Iteration 30Q: 3 clusters Score -508208.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -508211.968750 Penalty: 3007.572754
	Iteration 31Q: 3 clusters Score -508212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -508213.875000 Penalty: 3007.572754
	Iteration 32Q: 3 clusters Score -508213.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -508216.218750 Penalty: 3007.572754
	Iteration 33Q: 3 clusters Score -508216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -508217.406250 Penalty: 3007.572754
	Iteration 34Q: 3 clusters Score -508217.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -508217.843750 Penalty: 3007.572754
	Iteration 35Q: 3 clusters Score -508217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -508218.656250 Penalty: 3007.572754
	Iteration 36Q: 3 clusters Score -508218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -508220.437500 Penalty: 3007.572754
	Iteration 37Q: 3 clusters Score -508220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -508220.062500 Penalty: 3007.572754
	Iteration 38Q: 3 clusters Score -508220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -508219.843750 Penalty: 3007.572754
	Iteration 39Q: 3 clusters Score -508219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -508220.781250 Penalty: 3007.572754
	Iteration 40F: 3 clusters Score -508220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -508221.468750 Penalty: 3007.572754
	Iteration 41Q: 3 clusters Score -508221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -508221.250000 Penalty: 3007.572754
	Iteration 42Q: 3 clusters Score -508221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -508224.593750 Penalty: 3007.572754
	Iteration 43Q: 3 clusters Score -508224.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -508226.875000 Penalty: 3007.572754
	Iteration 44Q: 3 clusters Score -508226.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -508229.250000 Penalty: 3007.572754
	Iteration 45Q: 3 clusters Score -508229.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -508231.312500 Penalty: 3007.572754
	Iteration 46Q: 3 clusters Score -508231.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -508232.312500 Penalty: 3007.572754
	Iteration 47Q: 3 clusters Score -508232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -508233.625000 Penalty: 3007.572754
	Iteration 48Q: 3 clusters Score -508233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -508234.593750 Penalty: 3007.572754
	Iteration 49Q: 3 clusters Score -508234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -508234.718750 Penalty: 3007.572754
	Iteration 50Q: 3 clusters Score -508234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -508235.406250 Penalty: 3007.572754
	Iteration 51Q: 3 clusters Score -508235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -508235.937500 Penalty: 3007.572754
	Iteration 52Q: 3 clusters Score -508235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -508235.937500 Penalty: 3007.572754
	Iteration 53F: 3 clusters Score -508235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Entering Unmasked Estep 
Score: -459790.906250 Penalty: 1488.447754
	Iteration 0F: 2 clusters Score -459790.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -452890.906250 Penalty: 2976.895508
	Iteration 0F: 3 clusters Score -452890.9 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -455193.093750 Penalty: 2976.895508
	Iteration 1F: 3 clusters Score -455193.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -455434.156250 Penalty: 2976.895508
	Iteration 2F: 3 clusters Score -455434.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -455603.562500 Penalty: 2976.895508
	Iteration 3Q: 3 clusters Score -455603.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -455752.500000 Penalty: 2976.895508
	Iteration 4Q: 3 clusters Score -455752.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -455905.531250 Penalty: 2976.895508
	Iteration 5Q: 3 clusters Score -455905.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -456061.687500 Penalty: 2976.895508
	Iteration 6Q: 3 clusters Score -456061.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -456257.812500 Penalty: 2976.895508
	Iteration 7Q: 3 clusters Score -456257.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -456517.906250 Penalty: 2976.895508
	Iteration 8Q: 3 clusters Score -456517.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -456829.718750 Penalty: 2976.895508
	Iteration 9Q: 3 clusters Score -456829.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -457136.343750 Penalty: 2976.895508
	Iteration 10Q: 3 clusters Score -457136.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -457437.906250 Penalty: 2976.895508
	Iteration 11Q: 3 clusters Score -457437.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -457715.687500 Penalty: 2976.895508
	Iteration 12Q: 3 clusters Score -457715.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -457971.187500 Penalty: 2976.895508
	Iteration 13Q: 3 clusters Score -457971.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -458152.187500 Penalty: 2976.895508
	Iteration 14Q: 3 clusters Score -458152.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -458301.937500 Penalty: 2976.895508
	Iteration 15Q: 3 clusters Score -458301.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -458380.406250 Penalty: 2976.895508
	Iteration 16Q: 3 clusters Score -458380.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -458430.312500 Penalty: 2976.895508
	Iteration 17Q: 3 clusters Score -458430.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -458462.562500 Penalty: 2976.895508
	Iteration 18Q: 3 clusters Score -458462.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -458483.968750 Penalty: 2976.895508
	Iteration 19Q: 3 clusters Score -458484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -458512.875000 Penalty: 2976.895508
	Iteration 20F: 3 clusters Score -458512.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -458531.000000 Penalty: 2976.895508
	Iteration 21Q: 3 clusters Score -458531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -458548.062500 Penalty: 2976.895508
	Iteration 22Q: 3 clusters Score -458548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -458559.625000 Penalty: 2976.895508
	Iteration 23Q: 3 clusters Score -458559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -458570.687500 Penalty: 2976.895508
	Iteration 24Q: 3 clusters Score -458570.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -458581.312500 Penalty: 2976.895508
	Iteration 25Q: 3 clusters Score -458581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -458585.218750 Penalty: 2976.895508
	Iteration 26Q: 3 clusters Score -458585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -458591.312500 Penalty: 2976.895508
	Iteration 27Q: 3 clusters Score -458591.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -458598.750000 Penalty: 2976.895508
	Iteration 28Q: 3 clusters Score -458598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -458600.437500 Penalty: 2976.895508
	Iteration 29Q: 3 clusters Score -458600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -458602.031250 Penalty: 2976.895508
	Iteration 30Q: 3 clusters Score -458602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -458602.031250 Penalty: 2976.895508
	Iteration 31F: 3 clusters Score -458602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -129921.562500 Penalty: 1281.488159
	Iteration 0F: 2 clusters Score -129921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -127427.078125 Penalty: 2562.976318
	Iteration 0F: 3 clusters Score -127427.1 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -127975.515625 Penalty: 2562.976318
	Iteration 1F: 3 clusters Score -127975.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -128084.320312 Penalty: 2562.976318
	Iteration 2F: 3 clusters Score -128084.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -128163.570312 Penalty: 2562.976318
	Iteration 3Q: 3 clusters Score -128163.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -128242.367188 Penalty: 2562.976318
	Iteration 4Q: 3 clusters Score -128242.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -128321.500000 Penalty: 2562.976318
	Iteration 5Q: 3 clusters Score -128321.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -128387.593750 Penalty: 2562.976318
	Iteration 6Q: 3 clusters Score -128387.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -128470.601562 Penalty: 2562.976318
	Iteration 7Q: 3 clusters Score -128470.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -128550.101562 Penalty: 2562.976318
	Iteration 8Q: 3 clusters Score -128550.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -128632.468750 Penalty: 2562.976318
	Iteration 9Q: 3 clusters Score -128632.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -128707.890625 Penalty: 2562.976318
	Iteration 10Q: 3 clusters Score -128707.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -128779.671875 Penalty: 2562.976318
	Iteration 11Q: 3 clusters Score -128779.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -128833.296875 Penalty: 2562.976318
	Iteration 12Q: 3 clusters Score -128833.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -128870.296875 Penalty: 2562.976318
	Iteration 13Q: 3 clusters Score -128870.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -128895.320312 Penalty: 2562.976318
	Iteration 14Q: 3 clusters Score -128895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -128910.265625 Penalty: 2562.976318
	Iteration 15Q: 3 clusters Score -128910.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -128921.171875 Penalty: 2562.976318
	Iteration 16Q: 3 clusters Score -128921.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -128933.507812 Penalty: 2562.976318
	Iteration 17Q: 3 clusters Score -128933.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -128948.945312 Penalty: 2562.976318
	Iteration 18Q: 3 clusters Score -128948.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -128961.101562 Penalty: 2562.976318
	Iteration 19Q: 3 clusters Score -128961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -128971.078125 Penalty: 2562.976318
	Iteration 20F: 3 clusters Score -128971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -128980.265625 Penalty: 2562.976318
	Iteration 21Q: 3 clusters Score -128980.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -128988.734375 Penalty: 2562.976318
	Iteration 22Q: 3 clusters Score -128988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -128991.992188 Penalty: 2562.976318
	Iteration 23Q: 3 clusters Score -128992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -128995.468750 Penalty: 2562.976318
	Iteration 24Q: 3 clusters Score -128995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -128998.210938 Penalty: 2562.976318
	Iteration 25Q: 3 clusters Score -128998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -128999.554688 Penalty: 2562.976318
	Iteration 26Q: 3 clusters Score -128999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -129001.265625 Penalty: 2562.976318
	Iteration 27Q: 3 clusters Score -129001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -129002.257812 Penalty: 2562.976318
	Iteration 28Q: 3 clusters Score -129002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -129003.125000 Penalty: 2562.976318
	Iteration 29Q: 3 clusters Score -129003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -129003.445312 Penalty: 2562.976318
	Iteration 30Q: 3 clusters Score -129003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -129004.554688 Penalty: 2562.976318
	Iteration 31Q: 3 clusters Score -129004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -129005.703125 Penalty: 2562.976318
	Iteration 32Q: 3 clusters Score -129005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -129007.320312 Penalty: 2562.976318
	Iteration 33Q: 3 clusters Score -129007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -129009.039062 Penalty: 2562.976318
	Iteration 34Q: 3 clusters Score -129009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -129009.523438 Penalty: 2562.976318
	Iteration 35Q: 3 clusters Score -129009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -129010.226562 Penalty: 2562.976318
	Iteration 36Q: 3 clusters Score -129010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -129010.953125 Penalty: 2562.976318
	Iteration 37Q: 3 clusters Score -129011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -129010.953125 Penalty: 2562.976318
	Iteration 38F: 3 clusters Score -129011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -171417.140625 Penalty: 1329.302124
	Iteration 0F: 2 clusters Score -171417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -168301.250000 Penalty: 2658.604248
	Iteration 0F: 3 clusters Score -168301.2 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -169025.703125 Penalty: 2658.604248
	Iteration 1F: 3 clusters Score -169025.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -169166.562500 Penalty: 2658.604248
	Iteration 2F: 3 clusters Score -169166.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -169272.375000 Penalty: 2658.604248
	Iteration 3F: 3 clusters Score -169272.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -169375.812500 Penalty: 2658.604248
	Iteration 4Q: 3 clusters Score -169375.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -169473.406250 Penalty: 2658.604248
	Iteration 5Q: 3 clusters Score -169473.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -169576.500000 Penalty: 2658.604248
	Iteration 6Q: 3 clusters Score -169576.5 nChanged 132
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: -169731.890625 Penalty: 2658.604248
	Iteration 7Q: 3 clusters Score -169731.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -169936.343750 Penalty: 2658.604248
	Iteration 8Q: 3 clusters Score -169936.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -170113.390625 Penalty: 2658.604248
	Iteration 9Q: 3 clusters Score -170113.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -170250.656250 Penalty: 2658.604248
	Iteration 10Q: 3 clusters Score -170250.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -170357.359375 Penalty: 2658.604248
	Iteration 11Q: 3 clusters Score -170357.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -170467.171875 Penalty: 2658.604248
	Iteration 12Q: 3 clusters Score -170467.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -170582.140625 Penalty: 2658.604248
	Iteration 13Q: 3 clusters Score -170582.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -170687.359375 Penalty: 2658.604248
	Iteration 14Q: 3 clusters Score -170687.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -170761.859375 Penalty: 2658.604248
	Iteration 15Q: 3 clusters Score -170761.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -170823.015625 Penalty: 2658.604248
	Iteration 16Q: 3 clusters Score -170823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -170872.953125 Penalty: 2658.604248
	Iteration 17Q: 3 clusters Score -170873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -170900.406250 Penalty: 2658.604248
	Iteration 18Q: 3 clusters Score -170900.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -170912.078125 Penalty: 2658.604248
	Iteration 19Q: 3 clusters Score -170912.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -170920.062500 Penalty: 2658.604248
	Iteration 20F: 3 clusters Score -170920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -170927.890625 Penalty: 2658.604248
	Iteration 21Q: 3 clusters Score -170927.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -170931.765625 Penalty: 2658.604248
	Iteration 22Q: 3 clusters Score -170931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -170933.703125 Penalty: 2658.604248
	Iteration 23Q: 3 clusters Score -170933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -170934.687500 Penalty: 2658.604248
	Iteration 24Q: 3 clusters Score -170934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -170934.953125 Penalty: 2658.604248
	Iteration 25Q: 3 clusters Score -170935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -170935.359375 Penalty: 2658.604248
	Iteration 26Q: 3 clusters Score -170935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -170935.359375 Penalty: 2658.604248
	Iteration 27F: 3 clusters Score -170935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -203114.656250 Penalty: 1352.151978
	Iteration 0F: 2 clusters Score -203114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -199666.703125 Penalty: 2704.303955
	Iteration 0F: 3 clusters Score -199666.7 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -200546.453125 Penalty: 2704.303955
	Iteration 1F: 3 clusters Score -200546.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -200689.046875 Penalty: 2704.303955
	Iteration 2F: 3 clusters Score -200689 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -200774.312500 Penalty: 2704.303955
	Iteration 3Q: 3 clusters Score -200774.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -200842.734375 Penalty: 2704.303955
	Iteration 4Q: 3 clusters Score -200842.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -200899.125000 Penalty: 2704.303955
	Iteration 5Q: 3 clusters Score -200899.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -200949.500000 Penalty: 2704.303955
	Iteration 6Q: 3 clusters Score -200949.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -200999.109375 Penalty: 2704.303955
	Iteration 7Q: 3 clusters Score -200999.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -201039.000000 Penalty: 2704.303955
	Iteration 8Q: 3 clusters Score -201039 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -201086.546875 Penalty: 2704.303955
	Iteration 9Q: 3 clusters Score -201086.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -201131.828125 Penalty: 2704.303955
	Iteration 10Q: 3 clusters Score -201131.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -201177.156250 Penalty: 2704.303955
	Iteration 11Q: 3 clusters Score -201177.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -201223.046875 Penalty: 2704.303955
	Iteration 12Q: 3 clusters Score -201223 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -201266.562500 Penalty: 2704.303955
	Iteration 13Q: 3 clusters Score -201266.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -201302.937500 Penalty: 2704.303955
	Iteration 14Q: 3 clusters Score -201302.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -201332.484375 Penalty: 2704.303955
	Iteration 15Q: 3 clusters Score -201332.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -201359.937500 Penalty: 2704.303955
	Iteration 16Q: 3 clusters Score -201359.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -201387.984375 Penalty: 2704.303955
	Iteration 17Q: 3 clusters Score -201388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -201417.593750 Penalty: 2704.303955
	Iteration 18Q: 3 clusters Score -201417.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -201450.015625 Penalty: 2704.303955
	Iteration 19Q: 3 clusters Score -201450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -201482.218750 Penalty: 2704.303955
	Iteration 20F: 3 clusters Score -201482.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201522.562500 Penalty: 2704.303955
	Iteration 21Q: 3 clusters Score -201522.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -201570.875000 Penalty: 2704.303955
	Iteration 22Q: 3 clusters Score -201570.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201613.281250 Penalty: 2704.303955
	Iteration 23Q: 3 clusters Score -201613.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -201657.937500 Penalty: 2704.303955
	Iteration 24Q: 3 clusters Score -201657.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -201697.781250 Penalty: 2704.303955
	Iteration 25Q: 3 clusters Score -201697.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -201737.500000 Penalty: 2704.303955
	Iteration 26Q: 3 clusters Score -201737.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -201772.796875 Penalty: 2704.303955
	Iteration 27Q: 3 clusters Score -201772.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -201810.937500 Penalty: 2704.303955
	Iteration 28Q: 3 clusters Score -201810.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -201836.281250 Penalty: 2704.303955
	Iteration 29Q: 3 clusters Score -201836.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -201856.187500 Penalty: 2704.303955
	Iteration 30Q: 3 clusters Score -201856.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -201875.000000 Penalty: 2704.303955
	Iteration 31Q: 3 clusters Score -201875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201886.562500 Penalty: 2704.303955
	Iteration 32Q: 3 clusters Score -201886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -201900.984375 Penalty: 2704.303955
	Iteration 33Q: 3 clusters Score -201901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -201909.546875 Penalty: 2704.303955
	Iteration 34Q: 3 clusters Score -201909.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -201913.437500 Penalty: 2704.303955
	Iteration 35Q: 3 clusters Score -201913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -201914.546875 Penalty: 2704.303955
	Iteration 36Q: 3 clusters Score -201914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -201916.109375 Penalty: 2704.303955
	Iteration 37Q: 3 clusters Score -201916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -201917.109375 Penalty: 2704.303955
	Iteration 38Q: 3 clusters Score -201917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -201917.906250 Penalty: 2704.303955
	Iteration 39Q: 3 clusters Score -201917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -201919.593750 Penalty: 2704.303955
	Iteration 40F: 3 clusters Score -201919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -201923.312500 Penalty: 2704.303955
	Iteration 41Q: 3 clusters Score -201923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -201926.390625 Penalty: 2704.303955
	Iteration 42Q: 3 clusters Score -201926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -201928.968750 Penalty: 2704.303955
	Iteration 43Q: 3 clusters Score -201929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -201929.781250 Penalty: 2704.303955
	Iteration 44Q: 3 clusters Score -201929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -201929.781250 Penalty: 2704.303955
	Iteration 45F: 3 clusters Score -201929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -129696.023438 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -129696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -127161.851562 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -127161.9 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -127767.226562 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -127767.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -127915.492188 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -127915.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -128002.929688 Penalty: 2560.277344
	Iteration 3Q: 3 clusters Score -128002.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -128049.898438 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -128049.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -128075.140625 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -128075.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -128093.375000 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -128093.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -128109.437500 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -128109.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -128117.882812 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -128117.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -128125.257812 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -128125.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -128132.343750 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -128132.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -128137.281250 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -128137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -128140.531250 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -128140.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -128142.429688 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -128142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -128143.132812 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -128143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -128144.335938 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -128144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -128146.054688 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -128146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -128147.679688 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -128147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -128148.523438 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -128148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -128150.062500 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -128150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -128151.898438 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -128151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -128152.773438 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -128152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -128153.773438 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -128153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -128154.085938 Penalty: 2560.277344
	Iteration 23Q: 3 clusters Score -128154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -128154.085938 Penalty: 2560.277344
	Iteration 24F: 3 clusters Score -128154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -494787.625000 Penalty: 1497.345215
	Iteration 0F: 2 clusters Score -494787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -487505.968750 Penalty: 2994.690430
	Iteration 0F: 3 clusters Score -487506 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -489831.593750 Penalty: 2994.690430
	Iteration 1F: 3 clusters Score -489831.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -490127.187500 Penalty: 2994.690430
	Iteration 2F: 3 clusters Score -490127.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -490361.781250 Penalty: 2994.690430
	Iteration 3F: 3 clusters Score -490361.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -490567.218750 Penalty: 2994.690430
	Iteration 4Q: 3 clusters Score -490567.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -490787.125000 Penalty: 2994.690430
	Iteration 5Q: 3 clusters Score -490787.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -491033.531250 Penalty: 2994.690430
	Iteration 6Q: 3 clusters Score -491033.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -491303.906250 Penalty: 2994.690430
	Iteration 7Q: 3 clusters Score -491303.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -491613.656250 Penalty: 2994.690430
	Iteration 8Q: 3 clusters Score -491613.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -491940.031250 Penalty: 2994.690430
	Iteration 9Q: 3 clusters Score -491940 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -492235.343750 Penalty: 2994.690430
	Iteration 10Q: 3 clusters Score -492235.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -492488.875000 Penalty: 2994.690430
	Iteration 11Q: 3 clusters Score -492488.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -492718.343750 Penalty: 2994.690430
	Iteration 12Q: 3 clusters Score -492718.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -492887.562500 Penalty: 2994.690430
	Iteration 13Q: 3 clusters Score -492887.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -493004.937500 Penalty: 2994.690430
	Iteration 14Q: 3 clusters Score -493004.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -493081.718750 Penalty: 2994.690430
	Iteration 15Q: 3 clusters Score -493081.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -493147.468750 Penalty: 2994.690430
	Iteration 16Q: 3 clusters Score -493147.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -493201.812500 Penalty: 2994.690430
	Iteration 17Q: 3 clusters Score -493201.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -493247.656250 Penalty: 2994.690430
	Iteration 18Q: 3 clusters Score -493247.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -493276.625000 Penalty: 2994.690430
	Iteration 19Q: 3 clusters Score -493276.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -493300.437500 Penalty: 2994.690430
	Iteration 20F: 3 clusters Score -493300.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -493327.031250 Penalty: 2994.690430
	Iteration 21Q: 3 clusters Score -493327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -493351.812500 Penalty: 2994.690430
	Iteration 22Q: 3 clusters Score -493351.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -493373.937500 Penalty: 2994.690430
	Iteration 23Q: 3 clusters Score -493373.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -493394.937500 Penalty: 2994.690430
	Iteration 24Q: 3 clusters Score -493394.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -493419.187500 Penalty: 2994.690430
	Iteration 25Q: 3 clusters Score -493419.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -493427.312500 Penalty: 2994.690430
	Iteration 26Q: 3 clusters Score -493427.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -493442.312500 Penalty: 2994.690430
	Iteration 27Q: 3 clusters Score -493442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -493450.812500 Penalty: 2994.690430
	Iteration 28Q: 3 clusters Score -493450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -493457.593750 Penalty: 2994.690430
	Iteration 29Q: 3 clusters Score -493457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -493462.468750 Penalty: 2994.690430
	Iteration 30Q: 3 clusters Score -493462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -493466.781250 Penalty: 2994.690430
	Iteration 31Q: 3 clusters Score -493466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -493471.562500 Penalty: 2994.690430
	Iteration 32Q: 3 clusters Score -493471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -493473.125000 Penalty: 2994.690430
	Iteration 33Q: 3 clusters Score -493473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -493475.125000 Penalty: 2994.690430
	Iteration 34Q: 3 clusters Score -493475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -493475.750000 Penalty: 2994.690430
	Iteration 35Q: 3 clusters Score -493475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -493475.750000 Penalty: 2994.690430
	Iteration 36F: 3 clusters Score -493475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8462 members 
Mstep: Class 3 contains 335594 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 8 contains 258214 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 41948 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 22246 members 
Mstep: Class 15 contains 72773 members 
Mstep: Class 16 contains 7468 members 
Mstep: Class 18 contains 10447 members 
Mstep: Class 19 contains 9506 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4109 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505780.000000 Penalty: 39783.414062
Iteration 199Q: 19 clusters Score -3.750578e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 336112 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 8 contains 257990 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 41676 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 22227 members 
Mstep: Class 15 contains 72729 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 18 contains 10416 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 10029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505948.000000 Penalty: 39783.414062
Iteration 200F: 19 clusters Score -3.750595e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8466 members 
Mstep: Class 3 contains 336620 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 8 contains 257778 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 41412 members 
Mstep: Class 11 contains 4087 members 
Mstep: Class 12 contains 22212 members 
Mstep: Class 15 contains 72683 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 9652 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 4103 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505904.000000 Penalty: 39783.414062
Iteration 201Q: 19 clusters Score -3.75059e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8463 members 
Mstep: Class 3 contains 337095 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 8 contains 257604 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 10 contains 41170 members 
Mstep: Class 11 contains 4056 members 
Mstep: Class 12 contains 22196 members 
Mstep: Class 15 contains 72632 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 18 contains 10360 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3576 members 
Mstep: Class 22 contains 4097 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 10004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505952.000000 Penalty: 39783.414062
Iteration 202Q: 19 clusters Score -3.750595e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8460 members 
Mstep: Class 3 contains 337608 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 8 contains 257429 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 40903 members 
Mstep: Class 11 contains 4010 members 
Mstep: Class 12 contains 22179 members 
Mstep: Class 15 contains 72575 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 10003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506040.000000 Penalty: 39783.414062
Iteration 203Q: 19 clusters Score -3.750604e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8457 members 
Mstep: Class 3 contains 338080 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 8 contains 257251 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 10 contains 40638 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 22159 members 
Mstep: Class 15 contains 72538 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 18 contains 10302 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3581 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 9996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505960.000000 Penalty: 39783.414062
Iteration 204Q: 19 clusters Score -3.750596e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 338519 members 
Mstep: Class 6 contains 859 members 
Mstep: Class 8 contains 257085 members 
Mstep: Class 9 contains 5625 members 
Mstep: Class 10 contains 40385 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 22132 members 
Mstep: Class 15 contains 72488 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 3581 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 9992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506004.000000 Penalty: 39783.414062
Iteration 205Q: 19 clusters Score -3.7506e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 338955 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 256938 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 40132 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 22105 members 
Mstep: Class 15 contains 72439 members 
Mstep: Class 16 contains 7584 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 3582 members 
Mstep: Class 22 contains 4077 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37505932.000000 Penalty: 39783.414062
Iteration 206Q: 19 clusters Score -3.750593e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8496 members 
Mstep: Class 3 contains 339336 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 256805 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 39869 members 
Mstep: Class 11 contains 3902 members 
Mstep: Class 12 contains 22090 members 
Mstep: Class 15 contains 72398 members 
Mstep: Class 16 contains 7595 members 
Mstep: Class 18 contains 10245 members 
Mstep: Class 19 contains 10106 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 4076 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 9973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506056.000000 Penalty: 39783.414062
Iteration 207Q: 19 clusters Score -3.750606e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8500 members 
Mstep: Class 3 contains 339720 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 256670 members 
Mstep: Class 9 contains 5638 members 
Mstep: Class 10 contains 39598 members 
Mstep: Class 11 contains 3870 members 
Mstep: Class 12 contains 22082 members 
Mstep: Class 15 contains 72355 members 
Mstep: Class 16 contains 7609 members 
Mstep: Class 18 contains 10225 members 
Mstep: Class 19 contains 10209 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 3584 members 
Mstep: Class 22 contains 4079 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 9967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506080.000000 Penalty: 39783.414062
Iteration 208Q: 19 clusters Score -3.750608e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8504 members 
Mstep: Class 3 contains 340130 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 256523 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 39304 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 22070 members 
Mstep: Class 15 contains 72317 members 
Mstep: Class 16 contains 7625 members 
Mstep: Class 18 contains 10207 members 
Mstep: Class 19 contains 10326 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 3584 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 9962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506144.000000 Penalty: 39783.414062
Iteration 209Q: 19 clusters Score -3.750614e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8512 members 
Mstep: Class 3 contains 340538 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 256365 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 38989 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 22048 members 
Mstep: Class 15 contains 72310 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 3589 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 9963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506252.000000 Penalty: 39783.414062
Iteration 210Q: 19 clusters Score -3.750625e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8529 members 
Mstep: Class 3 contains 340945 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 256209 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 38657 members 
Mstep: Class 11 contains 3780 members 
Mstep: Class 12 contains 22039 members 
Mstep: Class 15 contains 72294 members 
Mstep: Class 16 contains 7652 members 
Mstep: Class 18 contains 10157 members 
Mstep: Class 19 contains 10570 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 3591 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 9954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37506252.000000 Penalty: 39783.414062
Iteration 211Q: 19 clusters Score -3.750625e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 341349 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 256063 members 
Mstep: Class 9 contains 5643 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 22036 members 
Mstep: Class 15 contains 72278 members 
Mstep: Class 16 contains 7671 members 
Mstep: Class 18 contains 10130 members 
Mstep: Class 19 contains 10709 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 3592 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 9943 members 
Entering Unmasked Estep 
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Iteration 212Q: 19 clusters Score -3.750624e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 341804 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 8 contains 255897 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 38004 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 22020 members 
Mstep: Class 15 contains 72250 members 
Mstep: Class 16 contains 7692 members 
Mstep: Class 18 contains 10098 members 
Mstep: Class 19 contains 10833 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 3592 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 9937 members 
Entering Unmasked Estep 
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Iteration 213Q: 19 clusters Score -3.750632e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 342290 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 8 contains 255729 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 37604 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 22008 members 
Mstep: Class 15 contains 72227 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 18 contains 10076 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 3592 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 9930 members 
Entering Unmasked Estep 
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Iteration 214Q: 19 clusters Score -3.75064e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 342815 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 8 contains 255547 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 37218 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 21996 members 
Mstep: Class 15 contains 72189 members 
Mstep: Class 16 contains 7744 members 
Mstep: Class 18 contains 10046 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 3593 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 9925 members 
Entering Unmasked Estep 
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Iteration 215Q: 19 clusters Score -3.750657e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 343327 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 8 contains 255350 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 36826 members 
Mstep: Class 11 contains 3641 members 
Mstep: Class 12 contains 21986 members 
Mstep: Class 15 contains 72168 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 3593 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 9914 members 
Entering Unmasked Estep 
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Iteration 216Q: 19 clusters Score -3.750656e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8565 members 
Mstep: Class 3 contains 343862 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 255161 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 36395 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 21958 members 
Mstep: Class 15 contains 72145 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 11365 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 3594 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 9904 members 
Entering Unmasked Estep 
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Iteration 217Q: 19 clusters Score -3.750666e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8576 members 
Mstep: Class 3 contains 344438 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 8 contains 254973 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 35921 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 21922 members 
Mstep: Class 15 contains 72118 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 18 contains 9994 members 
Mstep: Class 19 contains 11526 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 3594 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 9886 members 
Entering Unmasked Estep 
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Iteration 218Q: 19 clusters Score -3.750691e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 345053 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 8 contains 254757 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 35417 members 
Mstep: Class 11 contains 3559 members 
Mstep: Class 12 contains 21890 members 
Mstep: Class 15 contains 72061 members 
Mstep: Class 16 contains 7911 members 
Mstep: Class 18 contains 9970 members 
Mstep: Class 19 contains 11690 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 3595 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 9876 members 
Entering Unmasked Estep 
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Iteration 219Q: 19 clusters Score -3.750707e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8605 members 
Mstep: Class 3 contains 345639 members 
Mstep: Class 6 contains 850 members 
Mstep: Class 8 contains 254534 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 34932 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 21864 members 
Mstep: Class 15 contains 72010 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 11899 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 4084 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 9872 members 
Entering Unmasked Estep 
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Iteration 220F: 19 clusters Score -3.750714e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 346261 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 8 contains 254306 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 34395 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 12 contains 21823 members 
Mstep: Class 15 contains 71947 members 
Mstep: Class 16 contains 8026 members 
Mstep: Class 18 contains 9919 members 
Mstep: Class 19 contains 12120 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 9874 members 
Entering Unmasked Estep 
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Iteration 221Q: 19 clusters Score -3.750728e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 346930 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 8 contains 254056 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 33836 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 21788 members 
Mstep: Class 15 contains 71874 members 
Mstep: Class 16 contains 8093 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 4078 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 9865 members 
Entering Unmasked Estep 
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Iteration 222Q: 19 clusters Score -3.750736e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8578 members 
Mstep: Class 3 contains 347595 members 
Mstep: Class 6 contains 847 members 
Mstep: Class 8 contains 253790 members 
Mstep: Class 9 contains 5660 members 
Mstep: Class 10 contains 33292 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 12 contains 21768 members 
Mstep: Class 15 contains 71811 members 
Mstep: Class 16 contains 8138 members 
Mstep: Class 18 contains 9870 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 4078 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 9853 members 
Entering Unmasked Estep 
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Iteration 223Q: 19 clusters Score -3.750742e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8548 members 
Mstep: Class 3 contains 348281 members 
Mstep: Class 6 contains 844 members 
Mstep: Class 8 contains 253521 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 32732 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 21730 members 
Mstep: Class 15 contains 71750 members 
Mstep: Class 16 contains 8204 members 
Mstep: Class 18 contains 9835 members 
Mstep: Class 19 contains 12890 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 4079 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 9845 members 
Entering Unmasked Estep 
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Iteration 224Q: 19 clusters Score -3.750757e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8515 members 
Mstep: Class 3 contains 349053 members 
Mstep: Class 6 contains 842 members 
Mstep: Class 8 contains 253251 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 32108 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 12 contains 21695 members 
Mstep: Class 15 contains 71677 members 
Mstep: Class 16 contains 8266 members 
Mstep: Class 18 contains 9795 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 3599 members 
Mstep: Class 22 contains 4080 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 9846 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 19 clusters Score -3.750775e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 349810 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 8 contains 252988 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 31492 members 
Mstep: Class 11 contains 3404 members 
Mstep: Class 12 contains 21658 members 
Mstep: Class 15 contains 71600 members 
Mstep: Class 16 contains 8341 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 13461 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 3601 members 
Mstep: Class 22 contains 4076 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 9831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 19 clusters Score -3.750808e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8444 members 
Mstep: Class 3 contains 350604 members 
Mstep: Class 6 contains 831 members 
Mstep: Class 8 contains 252729 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 30832 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 21624 members 
Mstep: Class 15 contains 71489 members 
Mstep: Class 16 contains 8427 members 
Mstep: Class 18 contains 9731 members 
Mstep: Class 19 contains 13781 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 4076 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 9799 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 19 clusters Score -3.750833e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 351443 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 8 contains 252451 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 30167 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 21592 members 
Mstep: Class 15 contains 71363 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 18 contains 9698 members 
Mstep: Class 19 contains 14116 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 3606 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 9760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 19 clusters Score -3.750861e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 352278 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 8 contains 252200 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 29495 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 21562 members 
Mstep: Class 15 contains 71215 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 18 contains 9673 members 
Mstep: Class 19 contains 14454 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 3610 members 
Mstep: Class 22 contains 4071 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 9728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37508844.000000 Penalty: 39783.414062
Iteration 229Q: 19 clusters Score -3.750884e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8224 members 
Mstep: Class 3 contains 353137 members 
Mstep: Class 6 contains 824 members 
Mstep: Class 8 contains 251912 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 28781 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 15 contains 71087 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 18 contains 9643 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 4070 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 19 clusters Score -3.750902e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 353986 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 8 contains 251638 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 28020 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 15 contains 70963 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 15290 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 9678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 19 clusters Score -3.750929e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 354854 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 8 contains 251334 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 27255 members 
Mstep: Class 11 contains 3237 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 15 contains 70848 members 
Mstep: Class 16 contains 8970 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 15754 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 9676 members 
Entering Unmasked Estep 
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Iteration 232Q: 19 clusters Score -3.75096e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 355748 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 8 contains 251011 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 26497 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 21357 members 
Mstep: Class 15 contains 70707 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 16203 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 3619 members 
Mstep: Class 22 contains 4060 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 9664 members 
Entering Unmasked Estep 
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Iteration 233Q: 19 clusters Score -3.751002e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 356631 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 8 contains 250725 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 25755 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 21318 members 
Mstep: Class 15 contains 70569 members 
Mstep: Class 16 contains 9273 members 
Mstep: Class 18 contains 9559 members 
Mstep: Class 19 contains 16635 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3623 members 
Mstep: Class 22 contains 4057 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 9654 members 
Entering Unmasked Estep 
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Iteration 234Q: 19 clusters Score -3.751037e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 357550 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 8 contains 250426 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 3122 members 
Mstep: Class 12 contains 21285 members 
Mstep: Class 15 contains 70410 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 18 contains 9530 members 
Mstep: Class 19 contains 17041 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 3628 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 2508 members 
Mstep: Class 24 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 235Q: 19 clusters Score -3.751075e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 358549 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 8 contains 250074 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 24392 members 
Mstep: Class 11 contains 3074 members 
Mstep: Class 12 contains 21241 members 
Mstep: Class 15 contains 70262 members 
Mstep: Class 16 contains 9520 members 
Mstep: Class 18 contains 9486 members 
Mstep: Class 19 contains 17358 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 4054 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 9653 members 
Entering Unmasked Estep 
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Iteration 236Q: 19 clusters Score -3.751084e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 359567 members 
Mstep: Class 6 contains 806 members 
Mstep: Class 8 contains 249691 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 23818 members 
Mstep: Class 11 contains 3024 members 
Mstep: Class 12 contains 21198 members 
Mstep: Class 15 contains 70094 members 
Mstep: Class 16 contains 9589 members 
Mstep: Class 18 contains 9448 members 
Mstep: Class 19 contains 17643 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 3640 members 
Mstep: Class 22 contains 4049 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 9643 members 
Entering Unmasked Estep 
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Iteration 237Q: 19 clusters Score -3.751116e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7225 members 
Mstep: Class 3 contains 360559 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 8 contains 249351 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 23309 members 
Mstep: Class 11 contains 2993 members 
Mstep: Class 12 contains 21146 members 
Mstep: Class 15 contains 69922 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 18 contains 9396 members 
Mstep: Class 19 contains 17869 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 9625 members 
Entering Unmasked Estep 
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Iteration 238Q: 19 clusters Score -3.751134e+07 nChanged 1700
Entering ConstructFrom: 
Score: -37511340.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -339388.718750 Penalty: 1433.914429
	Iteration 0F: 2 clusters Score -339388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -334249.125000 Penalty: 2867.828857
	Iteration 0F: 3 clusters Score -334249.1 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -335719.750000 Penalty: 2867.828857
	Iteration 1F: 3 clusters Score -335719.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -335942.312500 Penalty: 2867.828857
	Iteration 2F: 3 clusters Score -335942.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -336101.812500 Penalty: 2867.828857
	Iteration 3Q: 3 clusters Score -336101.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -336268.843750 Penalty: 2867.828857
	Iteration 4Q: 3 clusters Score -336268.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -336431.468750 Penalty: 2867.828857
	Iteration 5Q: 3 clusters Score -336431.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -336585.687500 Penalty: 2867.828857
	Iteration 6Q: 3 clusters Score -336585.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -336765.500000 Penalty: 2867.828857
	Iteration 7Q: 3 clusters Score -336765.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -336982.531250 Penalty: 2867.828857
	Iteration 8Q: 3 clusters Score -336982.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -337229.531250 Penalty: 2867.828857
	Iteration 9Q: 3 clusters Score -337229.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -337468.593750 Penalty: 2867.828857
	Iteration 10Q: 3 clusters Score -337468.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -337641.875000 Penalty: 2867.828857
	Iteration 11Q: 3 clusters Score -337641.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -337782.125000 Penalty: 2867.828857
	Iteration 12Q: 3 clusters Score -337782.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -337896.812500 Penalty: 2867.828857
	Iteration 13Q: 3 clusters Score -337896.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -337984.093750 Penalty: 2867.828857
	Iteration 14Q: 3 clusters Score -337984.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -338033.843750 Penalty: 2867.828857
	Iteration 15Q: 3 clusters Score -338033.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -338068.281250 Penalty: 2867.828857
	Iteration 16Q: 3 clusters Score -338068.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -338095.375000 Penalty: 2867.828857
	Iteration 17Q: 3 clusters Score -338095.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -338113.281250 Penalty: 2867.828857
	Iteration 18Q: 3 clusters Score -338113.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -338128.031250 Penalty: 2867.828857
	Iteration 19Q: 3 clusters Score -338128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -338142.718750 Penalty: 2867.828857
	Iteration 20F: 3 clusters Score -338142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -338152.406250 Penalty: 2867.828857
	Iteration 21Q: 3 clusters Score -338152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -338158.593750 Penalty: 2867.828857
	Iteration 22Q: 3 clusters Score -338158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -338166.125000 Penalty: 2867.828857
	Iteration 23Q: 3 clusters Score -338166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -338172.968750 Penalty: 2867.828857
	Iteration 24Q: 3 clusters Score -338173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -338178.687500 Penalty: 2867.828857
	Iteration 25Q: 3 clusters Score -338178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -338183.531250 Penalty: 2867.828857
	Iteration 26Q: 3 clusters Score -338183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -338184.031250 Penalty: 2867.828857
	Iteration 27Q: 3 clusters Score -338184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -338186.812500 Penalty: 2867.828857
	Iteration 28Q: 3 clusters Score -338186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -338186.812500 Penalty: 2867.828857
	Iteration 29F: 3 clusters Score -338186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -316660.250000 Penalty: 1442.801147
	Iteration 0F: 2 clusters Score -316660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -311288.468750 Penalty: 2885.602295
	Iteration 0F: 3 clusters Score -311288.5 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -313031.687500 Penalty: 2885.602295
	Iteration 1F: 3 clusters Score -313031.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -313388.937500 Penalty: 2885.602295
	Iteration 2F: 3 clusters Score -313388.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -313680.125000 Penalty: 2885.602295
	Iteration 3F: 3 clusters Score -313680.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -313914.906250 Penalty: 2885.602295
	Iteration 4F: 3 clusters Score -313914.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -314171.312500 Penalty: 2885.602295
	Iteration 5F: 3 clusters Score -314171.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -314436.156250 Penalty: 2885.602295
	Iteration 6F: 3 clusters Score -314436.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -314701.625000 Penalty: 2885.602295
	Iteration 7F: 3 clusters Score -314701.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -314936.437500 Penalty: 2885.602295
	Iteration 8Q: 3 clusters Score -314936.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -315094.593750 Penalty: 2885.602295
	Iteration 9Q: 3 clusters Score -315094.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -315184.218750 Penalty: 2885.602295
	Iteration 10Q: 3 clusters Score -315184.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -315237.093750 Penalty: 2885.602295
	Iteration 11Q: 3 clusters Score -315237.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -315272.781250 Penalty: 2885.602295
	Iteration 12Q: 3 clusters Score -315272.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -315299.406250 Penalty: 2885.602295
	Iteration 13Q: 3 clusters Score -315299.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -315319.406250 Penalty: 2885.602295
	Iteration 14Q: 3 clusters Score -315319.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -315337.437500 Penalty: 2885.602295
	Iteration 15Q: 3 clusters Score -315337.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -315350.906250 Penalty: 2885.602295
	Iteration 16Q: 3 clusters Score -315350.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -315360.812500 Penalty: 2885.602295
	Iteration 17Q: 3 clusters Score -315360.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -315366.593750 Penalty: 2885.602295
	Iteration 18Q: 3 clusters Score -315366.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -315369.562500 Penalty: 2885.602295
	Iteration 19Q: 3 clusters Score -315369.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -315373.593750 Penalty: 2885.602295
	Iteration 20F: 3 clusters Score -315373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -315375.750000 Penalty: 2885.602295
	Iteration 21Q: 3 clusters Score -315375.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -315377.437500 Penalty: 2885.602295
	Iteration 22Q: 3 clusters Score -315377.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -315378.593750 Penalty: 2885.602295
	Iteration 23Q: 3 clusters Score -315378.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -315379.593750 Penalty: 2885.602295
	Iteration 24Q: 3 clusters Score -315379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -315380.437500 Penalty: 2885.602295
	Iteration 25Q: 3 clusters Score -315380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -315381.375000 Penalty: 2885.602295
	Iteration 26Q: 3 clusters Score -315381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -315382.031250 Penalty: 2885.602295
	Iteration 27Q: 3 clusters Score -315382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -315381.625000 Penalty: 2885.602295
	Iteration 28Q: 3 clusters Score -315381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -315382.000000 Penalty: 2885.602295
	Iteration 29Q: 3 clusters Score -315382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -315382.562500 Penalty: 2885.602295
	Iteration 30Q: 3 clusters Score -315382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -315383.625000 Penalty: 2885.602295
	Iteration 31Q: 3 clusters Score -315383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -315383.812500 Penalty: 2885.602295
	Iteration 32Q: 3 clusters Score -315383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -315385.000000 Penalty: 2885.602295
	Iteration 33Q: 3 clusters Score -315385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -315386.062500 Penalty: 2885.602295
	Iteration 34Q: 3 clusters Score -315386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -315386.562500 Penalty: 2885.602295
	Iteration 35Q: 3 clusters Score -315386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -315386.406250 Penalty: 2885.602295
	Iteration 36Q: 3 clusters Score -315386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -315386.656250 Penalty: 2885.602295
	Iteration 37Q: 3 clusters Score -315386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -315387.562500 Penalty: 2885.602295
	Iteration 38Q: 3 clusters Score -315387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -315387.031250 Penalty: 2885.602295
	Iteration 39Q: 3 clusters Score -315387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -315387.281250 Penalty: 2885.602295
	Iteration 40F: 3 clusters Score -315387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -315387.718750 Penalty: 2885.602295
	Iteration 41Q: 3 clusters Score -315387.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -315387.812500 Penalty: 2885.602295
	Iteration 42Q: 3 clusters Score -315387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -315387.531250 Penalty: 2885.602295
	Iteration 43Q: 3 clusters Score -315387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -315389.281250 Penalty: 2885.602295
	Iteration 44Q: 3 clusters Score -315389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -315390.093750 Penalty: 2885.602295
	Iteration 45Q: 3 clusters Score -315390.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -315390.812500 Penalty: 2885.602295
	Iteration 46Q: 3 clusters Score -315390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -315391.531250 Penalty: 2885.602295
	Iteration 47Q: 3 clusters Score -315391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -315391.562500 Penalty: 2885.602295
	Iteration 48Q: 3 clusters Score -315391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -315392.375000 Penalty: 2885.602295
	Iteration 49Q: 3 clusters Score -315392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -315392.781250 Penalty: 2885.602295
	Iteration 50Q: 3 clusters Score -315392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -315393.562500 Penalty: 2885.602295
	Iteration 51Q: 3 clusters Score -315393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -315395.218750 Penalty: 2885.602295
	Iteration 52Q: 3 clusters Score -315395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -315395.500000 Penalty: 2885.602295
	Iteration 53Q: 3 clusters Score -315395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -315396.687500 Penalty: 2885.602295
	Iteration 54Q: 3 clusters Score -315396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -315398.218750 Penalty: 2885.602295
	Iteration 55Q: 3 clusters Score -315398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -315400.531250 Penalty: 2885.602295
	Iteration 56Q: 3 clusters Score -315400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -315400.125000 Penalty: 2885.602295
	Iteration 57Q: 3 clusters Score -315400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -315400.718750 Penalty: 2885.602295
	Iteration 58Q: 3 clusters Score -315400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -315402.125000 Penalty: 2885.602295
	Iteration 59Q: 3 clusters Score -315402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -315402.156250 Penalty: 2885.602295
	Iteration 60F: 3 clusters Score -315402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -315403.062500 Penalty: 2885.602295
	Iteration 61Q: 3 clusters Score -315403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -315404.500000 Penalty: 2885.602295
	Iteration 62Q: 3 clusters Score -315404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -315406.468750 Penalty: 2885.602295
	Iteration 63Q: 3 clusters Score -315406.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -315410.500000 Penalty: 2885.602295
	Iteration 64Q: 3 clusters Score -315410.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -315412.968750 Penalty: 2885.602295
	Iteration 65Q: 3 clusters Score -315413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -315416.687500 Penalty: 2885.602295
	Iteration 66Q: 3 clusters Score -315416.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -315418.656250 Penalty: 2885.602295
	Iteration 67Q: 3 clusters Score -315418.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -315421.500000 Penalty: 2885.602295
	Iteration 68Q: 3 clusters Score -315421.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -315424.968750 Penalty: 2885.602295
	Iteration 69Q: 3 clusters Score -315425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -315426.218750 Penalty: 2885.602295
	Iteration 70Q: 3 clusters Score -315426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -315428.593750 Penalty: 2885.602295
	Iteration 71Q: 3 clusters Score -315428.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -315432.781250 Penalty: 2885.602295
	Iteration 72Q: 3 clusters Score -315432.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -315437.750000 Penalty: 2885.602295
	Iteration 73Q: 3 clusters Score -315437.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -315444.781250 Penalty: 2885.602295
	Iteration 74Q: 3 clusters Score -315444.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -315450.437500 Penalty: 2885.602295
	Iteration 75Q: 3 clusters Score -315450.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -315455.031250 Penalty: 2885.602295
	Iteration 76Q: 3 clusters Score -315455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -315459.468750 Penalty: 2885.602295
	Iteration 77Q: 3 clusters Score -315459.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -315464.562500 Penalty: 2885.602295
	Iteration 78Q: 3 clusters Score -315464.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -315471.031250 Penalty: 2885.602295
	Iteration 79Q: 3 clusters Score -315471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -315478.281250 Penalty: 2885.602295
	Iteration 80F: 3 clusters Score -315478.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -315485.125000 Penalty: 2885.602295
	Iteration 81Q: 3 clusters Score -315485.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -315495.250000 Penalty: 2885.602295
	Iteration 82Q: 3 clusters Score -315495.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -315504.093750 Penalty: 2885.602295
	Iteration 83Q: 3 clusters Score -315504.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -315514.593750 Penalty: 2885.602295
	Iteration 84Q: 3 clusters Score -315514.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -315525.187500 Penalty: 2885.602295
	Iteration 85Q: 3 clusters Score -315525.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -315533.156250 Penalty: 2885.602295
	Iteration 86Q: 3 clusters Score -315533.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -315544.718750 Penalty: 2885.602295
	Iteration 87Q: 3 clusters Score -315544.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -315556.156250 Penalty: 2885.602295
	Iteration 88Q: 3 clusters Score -315556.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -315569.250000 Penalty: 2885.602295
	Iteration 89Q: 3 clusters Score -315569.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -315583.250000 Penalty: 2885.602295
	Iteration 90Q: 3 clusters Score -315583.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -315595.281250 Penalty: 2885.602295
	Iteration 91Q: 3 clusters Score -315595.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -315610.062500 Penalty: 2885.602295
	Iteration 92Q: 3 clusters Score -315610.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -315624.031250 Penalty: 2885.602295
	Iteration 93Q: 3 clusters Score -315624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -315645.218750 Penalty: 2885.602295
	Iteration 94Q: 3 clusters Score -315645.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -315674.343750 Penalty: 2885.602295
	Iteration 95Q: 3 clusters Score -315674.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -315706.312500 Penalty: 2885.602295
	Iteration 96Q: 3 clusters Score -315706.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -315736.000000 Penalty: 2885.602295
	Iteration 97Q: 3 clusters Score -315736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -315770.562500 Penalty: 2885.602295
	Iteration 98Q: 3 clusters Score -315770.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -315794.906250 Penalty: 2885.602295
	Iteration 99Q: 3 clusters Score -315794.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -315821.218750 Penalty: 2885.602295
	Iteration 100F: 3 clusters Score -315821.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -315841.125000 Penalty: 2885.602295
	Iteration 101Q: 3 clusters Score -315841.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -315861.687500 Penalty: 2885.602295
	Iteration 102Q: 3 clusters Score -315861.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -315884.562500 Penalty: 2885.602295
	Iteration 103Q: 3 clusters Score -315884.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -315905.875000 Penalty: 2885.602295
	Iteration 104Q: 3 clusters Score -315905.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -315927.562500 Penalty: 2885.602295
	Iteration 105Q: 3 clusters Score -315927.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -315944.781250 Penalty: 2885.602295
	Iteration 106Q: 3 clusters Score -315944.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -315960.156250 Penalty: 2885.602295
	Iteration 107Q: 3 clusters Score -315960.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -315970.468750 Penalty: 2885.602295
	Iteration 108Q: 3 clusters Score -315970.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -315977.875000 Penalty: 2885.602295
	Iteration 109Q: 3 clusters Score -315977.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -315982.375000 Penalty: 2885.602295
	Iteration 110Q: 3 clusters Score -315982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -315984.031250 Penalty: 2885.602295
	Iteration 111Q: 3 clusters Score -315984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -315984.500000 Penalty: 2885.602295
	Iteration 112Q: 3 clusters Score -315984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -315985.468750 Penalty: 2885.602295
	Iteration 113Q: 3 clusters Score -315985.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -315987.531250 Penalty: 2885.602295
	Iteration 114Q: 3 clusters Score -315987.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -315989.406250 Penalty: 2885.602295
	Iteration 115Q: 3 clusters Score -315989.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -315991.250000 Penalty: 2885.602295
	Iteration 116Q: 3 clusters Score -315991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -315993.187500 Penalty: 2885.602295
	Iteration 117Q: 3 clusters Score -315993.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -315994.531250 Penalty: 2885.602295
	Iteration 118Q: 3 clusters Score -315994.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -315996.625000 Penalty: 2885.602295
	Iteration 119Q: 3 clusters Score -315996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -315997.781250 Penalty: 2885.602295
	Iteration 120F: 3 clusters Score -315997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -315998.093750 Penalty: 2885.602295
	Iteration 121Q: 3 clusters Score -315998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -315998.687500 Penalty: 2885.602295
	Iteration 122Q: 3 clusters Score -315998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -315999.750000 Penalty: 2885.602295
	Iteration 123Q: 3 clusters Score -315999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -315999.500000 Penalty: 2885.602295
	Iteration 124Q: 3 clusters Score -315999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -316000.781250 Penalty: 2885.602295
	Iteration 125Q: 3 clusters Score -316000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -316001.343750 Penalty: 2885.602295
	Iteration 126Q: 3 clusters Score -316001.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -316001.343750 Penalty: 2885.602295
	Iteration 127F: 3 clusters Score -316001.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (361581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361581 members 
Entering Unmasked Estep 
Score: -17152616.000000 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -1.715262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180784 members 
Mstep: Class 2 contains 180797 members 
Entering Unmasked Estep 
Score: -16907868.000000 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -1.690787e+07 nChanged 176659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182297 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -17013956.000000 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -1.701396e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183438 members 
Mstep: Class 2 contains 178143 members 
Entering Unmasked Estep 
Score: -17015740.000000 Penalty: 4159.428711
	Iteration 2Q: 3 clusters Score -1.701574e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185087 members 
Mstep: Class 2 contains 176494 members 
Entering Unmasked Estep 
Score: -17018064.000000 Penalty: 4159.428711
	Iteration 3Q: 3 clusters Score -1.701806e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187652 members 
Mstep: Class 2 contains 173929 members 
Entering Unmasked Estep 
Score: -17021642.000000 Penalty: 4159.428711
	Iteration 4Q: 3 clusters Score -1.702164e+07 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191466 members 
Mstep: Class 2 contains 170115 members 
Entering Unmasked Estep 
Score: -17027444.000000 Penalty: 4159.428711
	Iteration 5Q: 3 clusters Score -1.702744e+07 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196952 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -17036902.000000 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -1.70369e+07 nChanged 21294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203904 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -17051638.000000 Penalty: 4159.428711
	Iteration 7F: 3 clusters Score -1.705164e+07 nChanged 24185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211507 members 
Mstep: Class 2 contains 150074 members 
Entering Unmasked Estep 
Score: -17070498.000000 Penalty: 4159.428711
	Iteration 8F: 3 clusters Score -1.70705e+07 nChanged 23095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218420 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -17087060.000000 Penalty: 4159.428711
	Iteration 9F: 3 clusters Score -1.708706e+07 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224002 members 
Mstep: Class 2 contains 137579 members 
Entering Unmasked Estep 
Score: -17096604.000000 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -1.70966e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228736 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -17101250.000000 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -1.710125e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233356 members 
Mstep: Class 2 contains 128225 members 
Entering Unmasked Estep 
Score: -17104586.000000 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -1.710459e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237868 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -17107786.000000 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -1.710779e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242388 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -17111066.000000 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -1.711107e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246722 members 
Mstep: Class 2 contains 114859 members 
Entering Unmasked Estep 
Score: -17114188.000000 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -1.711419e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250653 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
Score: -17117126.000000 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -1.711713e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254184 members 
Mstep: Class 2 contains 107397 members 
Entering Unmasked Estep 
Score: -17119518.000000 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -1.711952e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257410 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -17121440.000000 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -1.712144e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260216 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -17122982.000000 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -1.712298e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262871 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -17124276.000000 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -1.712428e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265380 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -17125396.000000 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -1.71254e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267856 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -17126016.000000 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -1.712602e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270207 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
Score: -17126700.000000 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -1.71267e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272461 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -17127288.000000 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -1.712729e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274783 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -17127854.000000 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -1.712785e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277108 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -17128316.000000 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -1.712832e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279437 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -17128898.000000 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -1.71289e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281813 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -17129184.000000 Penalty: 4159.428711
	Iteration 28Q: 3 clusters Score -1.712918e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284154 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -17129474.000000 Penalty: 4159.428711
	Iteration 29Q: 3 clusters Score -1.712947e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286473 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -17129856.000000 Penalty: 4159.428711
	Iteration 30Q: 3 clusters Score -1.712986e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288838 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -17130268.000000 Penalty: 4159.428711
	Iteration 31Q: 3 clusters Score -1.713027e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291258 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -17130704.000000 Penalty: 4159.428711
	Iteration 32Q: 3 clusters Score -1.71307e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293679 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -17131140.000000 Penalty: 4159.428711
	Iteration 33Q: 3 clusters Score -1.713114e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296128 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -17131558.000000 Penalty: 4159.428711
	Iteration 34Q: 3 clusters Score -1.713156e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298648 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -17131996.000000 Penalty: 4159.428711
	Iteration 35Q: 3 clusters Score -1.7132e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301264 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -17132398.000000 Penalty: 4159.428711
	Iteration 36Q: 3 clusters Score -1.71324e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303960 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -17133014.000000 Penalty: 4159.428711
	Iteration 37Q: 3 clusters Score -1.713301e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306718 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -17133602.000000 Penalty: 4159.428711
	Iteration 38Q: 3 clusters Score -1.71336e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309584 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -17134210.000000 Penalty: 4159.428711
	Iteration 39Q: 3 clusters Score -1.713421e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312492 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -17134838.000000 Penalty: 4159.428711
	Iteration 40F: 3 clusters Score -1.713484e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315420 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -17135530.000000 Penalty: 4159.428711
	Iteration 41Q: 3 clusters Score -1.713553e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318387 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -17136284.000000 Penalty: 4159.428711
	Iteration 42Q: 3 clusters Score -1.713628e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321443 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -17136984.000000 Penalty: 4159.428711
	Iteration 43Q: 3 clusters Score -1.713698e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324492 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -17137912.000000 Penalty: 4159.428711
	Iteration 44Q: 3 clusters Score -1.713791e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327523 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -17138802.000000 Penalty: 4159.428711
	Iteration 45Q: 3 clusters Score -1.71388e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330551 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -17139610.000000 Penalty: 4159.428711
	Iteration 46Q: 3 clusters Score -1.713961e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333468 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -17140540.000000 Penalty: 4159.428711
	Iteration 47Q: 3 clusters Score -1.714054e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336378 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -17141520.000000 Penalty: 4159.428711
	Iteration 48Q: 3 clusters Score -1.714152e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339245 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -17142574.000000 Penalty: 4159.428711
	Iteration 49Q: 3 clusters Score -1.714257e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342074 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -17143550.000000 Penalty: 4159.428711
	Iteration 50Q: 3 clusters Score -1.714355e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344691 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -17144516.000000 Penalty: 4159.428711
	Iteration 51Q: 3 clusters Score -1.714452e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347188 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -17145522.000000 Penalty: 4159.428711
	Iteration 52Q: 3 clusters Score -1.714552e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349559 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -17146610.000000 Penalty: 4159.428711
	Iteration 53Q: 3 clusters Score -1.714661e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351760 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -17147516.000000 Penalty: 4159.428711
	Iteration 54Q: 3 clusters Score -1.714752e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353579 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -17148124.000000 Penalty: 4159.428711
	Iteration 55Q: 3 clusters Score -1.714812e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355074 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -17148844.000000 Penalty: 4159.428711
	Iteration 56Q: 3 clusters Score -1.714884e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356320 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -17149274.000000 Penalty: 4159.428711
	Iteration 57Q: 3 clusters Score -1.714927e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357294 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -17149688.000000 Penalty: 4159.428711
	Iteration 58Q: 3 clusters Score -1.714969e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358024 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -17150012.000000 Penalty: 4159.428711
	Iteration 59Q: 3 clusters Score -1.715001e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358599 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -17150260.000000 Penalty: 4159.428711
	Iteration 60F: 3 clusters Score -1.715026e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359009 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -17150426.000000 Penalty: 4159.428711
	Iteration 61Q: 3 clusters Score -1.715043e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359336 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -17150530.000000 Penalty: 4159.428711
	Iteration 62Q: 3 clusters Score -1.715053e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359577 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17150608.000000 Penalty: 4159.428711
	Iteration 63Q: 3 clusters Score -1.715061e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359752 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -17150648.000000 Penalty: 4159.428711
	Iteration 64Q: 3 clusters Score -1.715065e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359889 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -17150712.000000 Penalty: 4159.428711
	Iteration 65Q: 3 clusters Score -1.715071e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359982 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -17150774.000000 Penalty: 4159.428711
	Iteration 66Q: 3 clusters Score -1.715077e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360048 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -17150792.000000 Penalty: 4159.428711
	Iteration 67Q: 3 clusters Score -1.715079e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360094 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -17150816.000000 Penalty: 4159.428711
	Iteration 68Q: 3 clusters Score -1.715082e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360152 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -17150850.000000 Penalty: 4159.428711
	Iteration 69Q: 3 clusters Score -1.715085e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360198 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17150870.000000 Penalty: 4159.428711
	Iteration 70Q: 3 clusters Score -1.715087e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360253 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -17150892.000000 Penalty: 4159.428711
	Iteration 71Q: 3 clusters Score -1.715089e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360281 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17150916.000000 Penalty: 4159.428711
	Iteration 72Q: 3 clusters Score -1.715092e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360316 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17150922.000000 Penalty: 4159.428711
	Iteration 73Q: 3 clusters Score -1.715092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360337 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -17150914.000000 Penalty: 4159.428711
	Iteration 74Q: 3 clusters Score -1.715091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360355 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -17150930.000000 Penalty: 4159.428711
	Iteration 75Q: 3 clusters Score -1.715093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360373 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -17150924.000000 Penalty: 4159.428711
	Iteration 76Q: 3 clusters Score -1.715092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360382 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17150942.000000 Penalty: 4159.428711
	Iteration 77Q: 3 clusters Score -1.715094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360395 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -17150944.000000 Penalty: 4159.428711
	Iteration 78Q: 3 clusters Score -1.715094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360407 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -17150930.000000 Penalty: 4159.428711
	Iteration 79Q: 3 clusters Score -1.715093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360414 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -17150942.000000 Penalty: 4159.428711
	Iteration 80F: 3 clusters Score -1.715094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360415 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17150936.000000 Penalty: 4159.428711
	Iteration 81Q: 3 clusters Score -1.715094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360419 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -17150938.000000 Penalty: 4159.428711
	Iteration 82Q: 3 clusters Score -1.715094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360425 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17150938.000000 Penalty: 4159.428711
	Iteration 83Q: 3 clusters Score -1.715094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360430 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -17150936.000000 Penalty: 4159.428711
	Iteration 84Q: 3 clusters Score -1.715094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360433 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17150938.000000 Penalty: 4159.428711
	Iteration 85Q: 3 clusters Score -1.715094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360443 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -17150926.000000 Penalty: 4159.428711
	Iteration 86Q: 3 clusters Score -1.715093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360449 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -17150932.000000 Penalty: 4159.428711
	Iteration 87Q: 3 clusters Score -1.715093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360452 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -17150934.000000 Penalty: 4159.428711
	Iteration 88Q: 3 clusters Score -1.715093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360451 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17150952.000000 Penalty: 4159.428711
	Iteration 89Q: 3 clusters Score -1.715095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360448 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17150940.000000 Penalty: 4159.428711
	Iteration 90Q: 3 clusters Score -1.715094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360449 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -17150952.000000 Penalty: 4159.428711
	Iteration 91Q: 3 clusters Score -1.715095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360447 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17150960.000000 Penalty: 4159.428711
	Iteration 92Q: 3 clusters Score -1.715096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360452 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -17150960.000000 Penalty: 4159.428711
	Iteration 93Q: 3 clusters Score -1.715096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360453 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17150952.000000 Penalty: 4159.428711
	Iteration 94Q: 3 clusters Score -1.715095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360460 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -17150952.000000 Penalty: 4159.428711
	Iteration 95Q: 3 clusters Score -1.715095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360472 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17150950.000000 Penalty: 4159.428711
	Iteration 96Q: 3 clusters Score -1.715095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360483 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17150964.000000 Penalty: 4159.428711
	Iteration 97Q: 3 clusters Score -1.715096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360495 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17150966.000000 Penalty: 4159.428711
	Iteration 98Q: 3 clusters Score -1.715097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360504 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -17150968.000000 Penalty: 4159.428711
	Iteration 99Q: 3 clusters Score -1.715097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360504 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -17150984.000000 Penalty: 4159.428711
	Iteration 100F: 3 clusters Score -1.715098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360511 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17150994.000000 Penalty: 4159.428711
	Iteration 101Q: 3 clusters Score -1.715099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360510 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17151000.000000 Penalty: 4159.428711
	Iteration 102Q: 3 clusters Score -1.7151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360511 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17150996.000000 Penalty: 4159.428711
	Iteration 103Q: 3 clusters Score -1.7151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360513 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17150990.000000 Penalty: 4159.428711
	Iteration 104Q: 3 clusters Score -1.715099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360513 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17150990.000000 Penalty: 4159.428711
	Iteration 105F: 3 clusters Score -1.715099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -36309.742188 Penalty: 1085.434937
	Iteration 0F: 2 clusters Score -36309.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34990.730469 Penalty: 2170.869873
	Iteration 0F: 3 clusters Score -34990.73 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35202.789062 Penalty: 2170.869873
	Iteration 1F: 3 clusters Score -35202.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35257.332031 Penalty: 2170.869873
	Iteration 2F: 3 clusters Score -35257.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35288.476562 Penalty: 2170.869873
	Iteration 3Q: 3 clusters Score -35288.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35308.730469 Penalty: 2170.869873
	Iteration 4Q: 3 clusters Score -35308.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35321.585938 Penalty: 2170.869873
	Iteration 5Q: 3 clusters Score -35321.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35327.257812 Penalty: 2170.869873
	Iteration 6Q: 3 clusters Score -35327.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35327.257812 Penalty: 2170.869873
	Iteration 7F: 3 clusters Score -35327.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (249001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249001 members 
Entering Unmasked Estep 
Score: -12112626.000000 Penalty: 2019.096924
	Iteration 0F: 2 clusters Score -1.211263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -11945075.000000 Penalty: 4038.193848
	Iteration 0F: 3 clusters Score -1.194508e+07 nChanged 121016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124584 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -12017815.000000 Penalty: 4038.193848
	Iteration 1F: 3 clusters Score -1.201782e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124830 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -12019886.000000 Penalty: 4038.193848
	Iteration 2Q: 3 clusters Score -1.201989e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -12023042.000000 Penalty: 4038.193848
	Iteration 3Q: 3 clusters Score -1.202304e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 122905 members 
Entering Unmasked Estep 
Score: -12028228.000000 Penalty: 4038.193848
	Iteration 4Q: 3 clusters Score -1.202823e+07 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127022 members 
Mstep: Class 2 contains 121979 members 
Entering Unmasked Estep 
Score: -12037089.000000 Penalty: 4038.193848
	Iteration 5F: 3 clusters Score -1.203709e+07 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -12049583.000000 Penalty: 4038.193848
	Iteration 6F: 3 clusters Score -1.204958e+07 nChanged 17749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -12063820.000000 Penalty: 4038.193848
	Iteration 7F: 3 clusters Score -1.206382e+07 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127852 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -12073216.000000 Penalty: 4038.193848
	Iteration 8F: 3 clusters Score -1.207322e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128053 members 
Mstep: Class 2 contains 120948 members 
Entering Unmasked Estep 
Score: -12076726.000000 Penalty: 4038.193848
	Iteration 9Q: 3 clusters Score -1.207673e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 120772 members 
Entering Unmasked Estep 
Score: -12077808.000000 Penalty: 4038.193848
	Iteration 10Q: 3 clusters Score -1.207781e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128480 members 
Mstep: Class 2 contains 120521 members 
Entering Unmasked Estep 
Score: -12078432.000000 Penalty: 4038.193848
	Iteration 11Q: 3 clusters Score -1.207843e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128748 members 
Mstep: Class 2 contains 120253 members 
Entering Unmasked Estep 
Score: -12078873.000000 Penalty: 4038.193848
	Iteration 12Q: 3 clusters Score -1.207887e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128988 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -12079164.000000 Penalty: 4038.193848
	Iteration 13Q: 3 clusters Score -1.207916e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129223 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -12079426.000000 Penalty: 4038.193848
	Iteration 14Q: 3 clusters Score -1.207943e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129465 members 
Mstep: Class 2 contains 119536 members 
Entering Unmasked Estep 
Score: -12079698.000000 Penalty: 4038.193848
	Iteration 15Q: 3 clusters Score -1.20797e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129631 members 
Mstep: Class 2 contains 119370 members 
Entering Unmasked Estep 
Score: -12079916.000000 Penalty: 4038.193848
	Iteration 16Q: 3 clusters Score -1.207992e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 119166 members 
Entering Unmasked Estep 
Score: -12080118.000000 Penalty: 4038.193848
	Iteration 17Q: 3 clusters Score -1.208012e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 118942 members 
Entering Unmasked Estep 
Score: -12080385.000000 Penalty: 4038.193848
	Iteration 18Q: 3 clusters Score -1.208038e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130383 members 
Mstep: Class 2 contains 118618 members 
Entering Unmasked Estep 
Score: -12080629.000000 Penalty: 4038.193848
	Iteration 19Q: 3 clusters Score -1.208063e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -12080868.000000 Penalty: 4038.193848
	Iteration 20F: 3 clusters Score -1.208087e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -12080993.000000 Penalty: 4038.193848
	Iteration 21Q: 3 clusters Score -1.208099e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 117521 members 
Entering Unmasked Estep 
Score: -12081225.000000 Penalty: 4038.193848
	Iteration 22Q: 3 clusters Score -1.208122e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 117095 members 
Entering Unmasked Estep 
Score: -12081350.000000 Penalty: 4038.193848
	Iteration 23Q: 3 clusters Score -1.208135e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -12081483.000000 Penalty: 4038.193848
	Iteration 24Q: 3 clusters Score -1.208148e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132643 members 
Mstep: Class 2 contains 116358 members 
Entering Unmasked Estep 
Score: -12081643.000000 Penalty: 4038.193848
	Iteration 25Q: 3 clusters Score -1.208164e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
Score: -12081814.000000 Penalty: 4038.193848
	Iteration 26Q: 3 clusters Score -1.208181e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -12081939.000000 Penalty: 4038.193848
	Iteration 27Q: 3 clusters Score -1.208194e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133661 members 
Mstep: Class 2 contains 115340 members 
Entering Unmasked Estep 
Score: -12082112.000000 Penalty: 4038.193848
	Iteration 28Q: 3 clusters Score -1.208211e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -12082278.000000 Penalty: 4038.193848
	Iteration 29Q: 3 clusters Score -1.208228e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134443 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -12082351.000000 Penalty: 4038.193848
	Iteration 30Q: 3 clusters Score -1.208235e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -12082409.000000 Penalty: 4038.193848
	Iteration 31Q: 3 clusters Score -1.208241e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135364 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -12082446.000000 Penalty: 4038.193848
	Iteration 32Q: 3 clusters Score -1.208245e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 113158 members 
Entering Unmasked Estep 
Score: -12082564.000000 Penalty: 4038.193848
	Iteration 33Q: 3 clusters Score -1.208256e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136276 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
Score: -12082587.000000 Penalty: 4038.193848
	Iteration 34Q: 3 clusters Score -1.208259e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136736 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -12082709.000000 Penalty: 4038.193848
	Iteration 35Q: 3 clusters Score -1.208271e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137217 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -12082722.000000 Penalty: 4038.193848
	Iteration 36Q: 3 clusters Score -1.208272e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137733 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -12082825.000000 Penalty: 4038.193848
	Iteration 37Q: 3 clusters Score -1.208282e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138243 members 
Mstep: Class 2 contains 110758 members 
Entering Unmasked Estep 
Score: -12082896.000000 Penalty: 4038.193848
	Iteration 38Q: 3 clusters Score -1.20829e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -12082906.000000 Penalty: 4038.193848
	Iteration 39Q: 3 clusters Score -1.208291e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139269 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -12082975.000000 Penalty: 4038.193848
	Iteration 40F: 3 clusters Score -1.208298e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139855 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -12082949.000000 Penalty: 4038.193848
	Iteration 41Q: 3 clusters Score -1.208295e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 108516 members 
Entering Unmasked Estep 
Score: -12083003.000000 Penalty: 4038.193848
	Iteration 42Q: 3 clusters Score -1.2083e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141090 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -12083133.000000 Penalty: 4038.193848
	Iteration 43Q: 3 clusters Score -1.208313e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141714 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -12083160.000000 Penalty: 4038.193848
	Iteration 44Q: 3 clusters Score -1.208316e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142368 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -12083277.000000 Penalty: 4038.193848
	Iteration 45Q: 3 clusters Score -1.208328e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -12083376.000000 Penalty: 4038.193848
	Iteration 46Q: 3 clusters Score -1.208338e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -12083506.000000 Penalty: 4038.193848
	Iteration 47Q: 3 clusters Score -1.208351e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144358 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -12083607.000000 Penalty: 4038.193848
	Iteration 48Q: 3 clusters Score -1.208361e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 103858 members 
Entering Unmasked Estep 
Score: -12083669.000000 Penalty: 4038.193848
	Iteration 49Q: 3 clusters Score -1.208367e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145973 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -12083723.000000 Penalty: 4038.193848
	Iteration 50Q: 3 clusters Score -1.208372e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -12083756.000000 Penalty: 4038.193848
	Iteration 51Q: 3 clusters Score -1.208376e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147724 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -12083772.000000 Penalty: 4038.193848
	Iteration 52Q: 3 clusters Score -1.208377e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 100321 members 
Entering Unmasked Estep 
Score: -12083799.000000 Penalty: 4038.193848
	Iteration 53Q: 3 clusters Score -1.20838e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -12083873.000000 Penalty: 4038.193848
	Iteration 54Q: 3 clusters Score -1.208387e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -12083989.000000 Penalty: 4038.193848
	Iteration 55Q: 3 clusters Score -1.208399e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151735 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -12084088.000000 Penalty: 4038.193848
	Iteration 56Q: 3 clusters Score -1.208409e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -12084183.000000 Penalty: 4038.193848
	Iteration 57Q: 3 clusters Score -1.208418e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -12084307.000000 Penalty: 4038.193848
	Iteration 58Q: 3 clusters Score -1.208431e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155268 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -12084455.000000 Penalty: 4038.193848
	Iteration 59Q: 3 clusters Score -1.208446e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -12084647.000000 Penalty: 4038.193848
	Iteration 60F: 3 clusters Score -1.208465e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -12084806.000000 Penalty: 4038.193848
	Iteration 61Q: 3 clusters Score -1.208481e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159565 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -12084927.000000 Penalty: 4038.193848
	Iteration 62Q: 3 clusters Score -1.208493e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161177 members 
Mstep: Class 2 contains 87824 members 
Entering Unmasked Estep 
Score: -12085135.000000 Penalty: 4038.193848
	Iteration 63Q: 3 clusters Score -1.208514e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162825 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -12085340.000000 Penalty: 4038.193848
	Iteration 64Q: 3 clusters Score -1.208534e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -12085504.000000 Penalty: 4038.193848
	Iteration 65Q: 3 clusters Score -1.20855e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166519 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -12085891.000000 Penalty: 4038.193848
	Iteration 66Q: 3 clusters Score -1.208589e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -12086168.000000 Penalty: 4038.193848
	Iteration 67Q: 3 clusters Score -1.208617e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -12086381.000000 Penalty: 4038.193848
	Iteration 68Q: 3 clusters Score -1.208638e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -12086660.000000 Penalty: 4038.193848
	Iteration 69Q: 3 clusters Score -1.208666e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -12086993.000000 Penalty: 4038.193848
	Iteration 70Q: 3 clusters Score -1.208699e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176949 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -12087401.000000 Penalty: 4038.193848
	Iteration 71Q: 3 clusters Score -1.20874e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179278 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -12087784.000000 Penalty: 4038.193848
	Iteration 72Q: 3 clusters Score -1.208778e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -12088318.000000 Penalty: 4038.193848
	Iteration 73Q: 3 clusters Score -1.208832e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -12088821.000000 Penalty: 4038.193848
	Iteration 74Q: 3 clusters Score -1.208882e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186934 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -12089204.000000 Penalty: 4038.193848
	Iteration 75Q: 3 clusters Score -1.20892e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189677 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -12089785.000000 Penalty: 4038.193848
	Iteration 76Q: 3 clusters Score -1.208978e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192438 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -12090439.000000 Penalty: 4038.193848
	Iteration 77Q: 3 clusters Score -1.209044e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195207 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -12091137.000000 Penalty: 4038.193848
	Iteration 78Q: 3 clusters Score -1.209114e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198072 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -12091947.000000 Penalty: 4038.193848
	Iteration 79Q: 3 clusters Score -1.209195e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201040 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -12092823.000000 Penalty: 4038.193848
	Iteration 80F: 3 clusters Score -1.209282e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204049 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -12093682.000000 Penalty: 4038.193848
	Iteration 81Q: 3 clusters Score -1.209368e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207091 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -12094535.000000 Penalty: 4038.193848
	Iteration 82Q: 3 clusters Score -1.209454e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210149 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -12095476.000000 Penalty: 4038.193848
	Iteration 83Q: 3 clusters Score -1.209548e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213180 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -12096207.000000 Penalty: 4038.193848
	Iteration 84Q: 3 clusters Score -1.209621e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216176 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -12097083.000000 Penalty: 4038.193848
	Iteration 85Q: 3 clusters Score -1.209708e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219202 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -12098104.000000 Penalty: 4038.193848
	Iteration 86Q: 3 clusters Score -1.20981e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222130 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -12099148.000000 Penalty: 4038.193848
	Iteration 87Q: 3 clusters Score -1.209915e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224990 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -12100203.000000 Penalty: 4038.193848
	Iteration 88Q: 3 clusters Score -1.21002e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227828 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -12101339.000000 Penalty: 4038.193848
	Iteration 89Q: 3 clusters Score -1.210134e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230591 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -12102530.000000 Penalty: 4038.193848
	Iteration 90Q: 3 clusters Score -1.210253e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233222 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -12103667.000000 Penalty: 4038.193848
	Iteration 91Q: 3 clusters Score -1.210367e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235633 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -12104779.000000 Penalty: 4038.193848
	Iteration 92Q: 3 clusters Score -1.210478e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237924 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -12105870.000000 Penalty: 4038.193848
	Iteration 93Q: 3 clusters Score -1.210587e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239941 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -12106765.000000 Penalty: 4038.193848
	Iteration 94Q: 3 clusters Score -1.210676e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241703 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -12107578.000000 Penalty: 4038.193848
	Iteration 95Q: 3 clusters Score -1.210758e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243166 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -12108336.000000 Penalty: 4038.193848
	Iteration 96Q: 3 clusters Score -1.210834e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244387 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -12108887.000000 Penalty: 4038.193848
	Iteration 97Q: 3 clusters Score -1.210889e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245375 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -12109397.000000 Penalty: 4038.193848
	Iteration 98Q: 3 clusters Score -1.21094e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246135 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12109778.000000 Penalty: 4038.193848
	Iteration 99Q: 3 clusters Score -1.210978e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246683 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12110073.000000 Penalty: 4038.193848
	Iteration 100F: 3 clusters Score -1.211007e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247092 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -12110347.000000 Penalty: 4038.193848
	Iteration 101Q: 3 clusters Score -1.211035e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247401 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12110511.000000 Penalty: 4038.193848
	Iteration 102Q: 3 clusters Score -1.211051e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247640 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -12110664.000000 Penalty: 4038.193848
	Iteration 103Q: 3 clusters Score -1.211066e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247788 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12110757.000000 Penalty: 4038.193848
	Iteration 104Q: 3 clusters Score -1.211076e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247900 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12110840.000000 Penalty: 4038.193848
	Iteration 105Q: 3 clusters Score -1.211084e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247976 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12110907.000000 Penalty: 4038.193848
	Iteration 106Q: 3 clusters Score -1.211091e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248041 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12110966.000000 Penalty: 4038.193848
	Iteration 107Q: 3 clusters Score -1.211097e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248096 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12111052.000000 Penalty: 4038.193848
	Iteration 108Q: 3 clusters Score -1.211105e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248143 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12111080.000000 Penalty: 4038.193848
	Iteration 109Q: 3 clusters Score -1.211108e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248174 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12111104.000000 Penalty: 4038.193848
	Iteration 110Q: 3 clusters Score -1.21111e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248200 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12111106.000000 Penalty: 4038.193848
	Iteration 111Q: 3 clusters Score -1.211111e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248221 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12111141.000000 Penalty: 4038.193848
	Iteration 112Q: 3 clusters Score -1.211114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248248 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12111167.000000 Penalty: 4038.193848
	Iteration 113Q: 3 clusters Score -1.211117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248265 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12111184.000000 Penalty: 4038.193848
	Iteration 114Q: 3 clusters Score -1.211118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248277 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12111187.000000 Penalty: 4038.193848
	Iteration 115Q: 3 clusters Score -1.211119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248289 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12111204.000000 Penalty: 4038.193848
	Iteration 116Q: 3 clusters Score -1.21112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248293 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12111213.000000 Penalty: 4038.193848
	Iteration 117Q: 3 clusters Score -1.211121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248287 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12111218.000000 Penalty: 4038.193848
	Iteration 118Q: 3 clusters Score -1.211122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248285 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12111219.000000 Penalty: 4038.193848
	Iteration 119Q: 3 clusters Score -1.211122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248282 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12111217.000000 Penalty: 4038.193848
	Iteration 120F: 3 clusters Score -1.211122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248283 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12111221.000000 Penalty: 4038.193848
	Iteration 121Q: 3 clusters Score -1.211122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248283 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12111226.000000 Penalty: 4038.193848
	Iteration 122Q: 3 clusters Score -1.211123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248281 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12111227.000000 Penalty: 4038.193848
	Iteration 123Q: 3 clusters Score -1.211123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248279 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12111227.000000 Penalty: 4038.193848
	Iteration 124Q: 3 clusters Score -1.211123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248280 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12111234.000000 Penalty: 4038.193848
	Iteration 125Q: 3 clusters Score -1.211123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248281 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12111225.000000 Penalty: 4038.193848
	Iteration 126Q: 3 clusters Score -1.211122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248285 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12111232.000000 Penalty: 4038.193848
	Iteration 127Q: 3 clusters Score -1.211123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248284 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12111236.000000 Penalty: 4038.193848
	Iteration 128Q: 3 clusters Score -1.211124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248286 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12111238.000000 Penalty: 4038.193848
	Iteration 129Q: 3 clusters Score -1.211124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248288 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12111240.000000 Penalty: 4038.193848
	Iteration 130Q: 3 clusters Score -1.211124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248289 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12111231.000000 Penalty: 4038.193848
	Iteration 131Q: 3 clusters Score -1.211123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248291 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12111229.000000 Penalty: 4038.193848
	Iteration 132Q: 3 clusters Score -1.211123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248291 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12111229.000000 Penalty: 4038.193848
	Iteration 133F: 3 clusters Score -1.211123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -294651.468750 Penalty: 1405.050659
	Iteration 0F: 2 clusters Score -294651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -290228.218750 Penalty: 2810.101318
	Iteration 0F: 3 clusters Score -290228.2 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -291448.468750 Penalty: 2810.101318
	Iteration 1F: 3 clusters Score -291448.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -291650.156250 Penalty: 2810.101318
	Iteration 2F: 3 clusters Score -291650.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -291820.218750 Penalty: 2810.101318
	Iteration 3F: 3 clusters Score -291820.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -291989.718750 Penalty: 2810.101318
	Iteration 4Q: 3 clusters Score -291989.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -292144.343750 Penalty: 2810.101318
	Iteration 5Q: 3 clusters Score -292144.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -292300.562500 Penalty: 2810.101318
	Iteration 6Q: 3 clusters Score -292300.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -292489.375000 Penalty: 2810.101318
	Iteration 7Q: 3 clusters Score -292489.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -292711.093750 Penalty: 2810.101318
	Iteration 8Q: 3 clusters Score -292711.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -292898.718750 Penalty: 2810.101318
	Iteration 9Q: 3 clusters Score -292898.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -293032.343750 Penalty: 2810.101318
	Iteration 10Q: 3 clusters Score -293032.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -293141.781250 Penalty: 2810.101318
	Iteration 11Q: 3 clusters Score -293141.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -293228.531250 Penalty: 2810.101318
	Iteration 12Q: 3 clusters Score -293228.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -293268.875000 Penalty: 2810.101318
	Iteration 13Q: 3 clusters Score -293268.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -293293.250000 Penalty: 2810.101318
	Iteration 14Q: 3 clusters Score -293293.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -293315.687500 Penalty: 2810.101318
	Iteration 15Q: 3 clusters Score -293315.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -293334.656250 Penalty: 2810.101318
	Iteration 16Q: 3 clusters Score -293334.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -293351.281250 Penalty: 2810.101318
	Iteration 17Q: 3 clusters Score -293351.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -293362.406250 Penalty: 2810.101318
	Iteration 18Q: 3 clusters Score -293362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -293371.437500 Penalty: 2810.101318
	Iteration 19Q: 3 clusters Score -293371.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -293380.812500 Penalty: 2810.101318
	Iteration 20F: 3 clusters Score -293380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -293384.343750 Penalty: 2810.101318
	Iteration 21Q: 3 clusters Score -293384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -293386.562500 Penalty: 2810.101318
	Iteration 22Q: 3 clusters Score -293386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -293388.468750 Penalty: 2810.101318
	Iteration 23Q: 3 clusters Score -293388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -293391.906250 Penalty: 2810.101318
	Iteration 24Q: 3 clusters Score -293391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -293395.093750 Penalty: 2810.101318
	Iteration 25Q: 3 clusters Score -293395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -293396.375000 Penalty: 2810.101318
	Iteration 26Q: 3 clusters Score -293396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -293398.468750 Penalty: 2810.101318
	Iteration 27Q: 3 clusters Score -293398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -293398.468750 Penalty: 2810.101318
	Iteration 28F: 3 clusters Score -293398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Entering Unmasked Estep 
Score: -1124524.375000 Penalty: 1631.035889
	Iteration 0F: 2 clusters Score -1124524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1108926.500000 Penalty: 3262.071777
	Iteration 0F: 3 clusters Score -1108926 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1114559.750000 Penalty: 3262.071777
	Iteration 1F: 3 clusters Score -1114560 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1114918.375000 Penalty: 3262.071777
	Iteration 2Q: 3 clusters Score -1114918 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1115247.000000 Penalty: 3262.071777
	Iteration 3Q: 3 clusters Score -1115247 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1115572.500000 Penalty: 3262.071777
	Iteration 4Q: 3 clusters Score -1115572 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1115938.500000 Penalty: 3262.071777
	Iteration 5Q: 3 clusters Score -1115938 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1116409.375000 Penalty: 3262.071777
	Iteration 6Q: 3 clusters Score -1116409 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1117025.625000 Penalty: 3262.071777
	Iteration 7Q: 3 clusters Score -1117026 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1117810.250000 Penalty: 3262.071777
	Iteration 8Q: 3 clusters Score -1117810 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1118724.875000 Penalty: 3262.071777
	Iteration 9F: 3 clusters Score -1118725 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1119514.000000 Penalty: 3262.071777
	Iteration 10F: 3 clusters Score -1119514 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1120064.375000 Penalty: 3262.071777
	Iteration 11Q: 3 clusters Score -1120064 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1120328.500000 Penalty: 3262.071777
	Iteration 12Q: 3 clusters Score -1120328 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1120481.500000 Penalty: 3262.071777
	Iteration 13Q: 3 clusters Score -1120482 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1120573.625000 Penalty: 3262.071777
	Iteration 14Q: 3 clusters Score -1120574 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1120651.250000 Penalty: 3262.071777
	Iteration 15Q: 3 clusters Score -1120651 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1120727.250000 Penalty: 3262.071777
	Iteration 16Q: 3 clusters Score -1120727 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1120787.125000 Penalty: 3262.071777
	Iteration 17Q: 3 clusters Score -1120787 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1120837.750000 Penalty: 3262.071777
	Iteration 18Q: 3 clusters Score -1120838 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1120894.125000 Penalty: 3262.071777
	Iteration 19Q: 3 clusters Score -1120894 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1120950.625000 Penalty: 3262.071777
	Iteration 20F: 3 clusters Score -1120951 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1120999.000000 Penalty: 3262.071777
	Iteration 21Q: 3 clusters Score -1120999 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1121043.000000 Penalty: 3262.071777
	Iteration 22Q: 3 clusters Score -1121043 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1121081.125000 Penalty: 3262.071777
	Iteration 23Q: 3 clusters Score -1121081 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1121118.375000 Penalty: 3262.071777
	Iteration 24Q: 3 clusters Score -1121118 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1121157.375000 Penalty: 3262.071777
	Iteration 25Q: 3 clusters Score -1121157 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1121203.250000 Penalty: 3262.071777
	Iteration 26Q: 3 clusters Score -1121203 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1121235.875000 Penalty: 3262.071777
	Iteration 27Q: 3 clusters Score -1121236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1121274.000000 Penalty: 3262.071777
	Iteration 28Q: 3 clusters Score -1121274 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1121317.125000 Penalty: 3262.071777
	Iteration 29Q: 3 clusters Score -1121317 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1121347.875000 Penalty: 3262.071777
	Iteration 30Q: 3 clusters Score -1121348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1121377.500000 Penalty: 3262.071777
	Iteration 31Q: 3 clusters Score -1121378 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1121408.750000 Penalty: 3262.071777
	Iteration 32Q: 3 clusters Score -1121409 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1121432.125000 Penalty: 3262.071777
	Iteration 33Q: 3 clusters Score -1121432 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1121472.125000 Penalty: 3262.071777
	Iteration 34Q: 3 clusters Score -1121472 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1121493.500000 Penalty: 3262.071777
	Iteration 35Q: 3 clusters Score -1121494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1121524.125000 Penalty: 3262.071777
	Iteration 36Q: 3 clusters Score -1121524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1121556.250000 Penalty: 3262.071777
	Iteration 37Q: 3 clusters Score -1121556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1121580.000000 Penalty: 3262.071777
	Iteration 38Q: 3 clusters Score -1121580 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1121613.500000 Penalty: 3262.071777
	Iteration 39Q: 3 clusters Score -1121614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1121651.750000 Penalty: 3262.071777
	Iteration 40F: 3 clusters Score -1121652 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1121699.500000 Penalty: 3262.071777
	Iteration 41Q: 3 clusters Score -1121700 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1121738.750000 Penalty: 3262.071777
	Iteration 42Q: 3 clusters Score -1121739 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1121777.500000 Penalty: 3262.071777
	Iteration 43Q: 3 clusters Score -1121778 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1121810.000000 Penalty: 3262.071777
	Iteration 44Q: 3 clusters Score -1121810 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1121851.250000 Penalty: 3262.071777
	Iteration 45Q: 3 clusters Score -1121851 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1121897.250000 Penalty: 3262.071777
	Iteration 46Q: 3 clusters Score -1121897 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1121950.500000 Penalty: 3262.071777
	Iteration 47Q: 3 clusters Score -1121950 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1122008.500000 Penalty: 3262.071777
	Iteration 48Q: 3 clusters Score -1122008 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1122060.750000 Penalty: 3262.071777
	Iteration 49Q: 3 clusters Score -1122061 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1122105.750000 Penalty: 3262.071777
	Iteration 50Q: 3 clusters Score -1122106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1122160.375000 Penalty: 3262.071777
	Iteration 51Q: 3 clusters Score -1122160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -1122208.250000 Penalty: 3262.071777
	Iteration 52Q: 3 clusters Score -1122208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1122254.000000 Penalty: 3262.071777
	Iteration 53Q: 3 clusters Score -1122254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -1122298.750000 Penalty: 3262.071777
	Iteration 54Q: 3 clusters Score -1122299 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1122356.500000 Penalty: 3262.071777
	Iteration 55Q: 3 clusters Score -1122356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -1122417.500000 Penalty: 3262.071777
	Iteration 56Q: 3 clusters Score -1122418 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1122479.250000 Penalty: 3262.071777
	Iteration 57Q: 3 clusters Score -1122479 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -1122537.500000 Penalty: 3262.071777
	Iteration 58Q: 3 clusters Score -1122538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -1122597.625000 Penalty: 3262.071777
	Iteration 59Q: 3 clusters Score -1122598 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -1122650.750000 Penalty: 3262.071777
	Iteration 60F: 3 clusters Score -1122651 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -1122708.250000 Penalty: 3262.071777
	Iteration 61Q: 3 clusters Score -1122708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -1122759.250000 Penalty: 3262.071777
	Iteration 62Q: 3 clusters Score -1122759 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1122804.125000 Penalty: 3262.071777
	Iteration 63Q: 3 clusters Score -1122804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -1122837.250000 Penalty: 3262.071777
	Iteration 64Q: 3 clusters Score -1122837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1122875.750000 Penalty: 3262.071777
	Iteration 65Q: 3 clusters Score -1122876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -1122898.375000 Penalty: 3262.071777
	Iteration 66Q: 3 clusters Score -1122898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -1122923.000000 Penalty: 3262.071777
	Iteration 67Q: 3 clusters Score -1122923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1122947.875000 Penalty: 3262.071777
	Iteration 68Q: 3 clusters Score -1122948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -1122967.125000 Penalty: 3262.071777
	Iteration 69Q: 3 clusters Score -1122967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1122982.625000 Penalty: 3262.071777
	Iteration 70Q: 3 clusters Score -1122983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -1122998.000000 Penalty: 3262.071777
	Iteration 71Q: 3 clusters Score -1122998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1123015.625000 Penalty: 3262.071777
	Iteration 72Q: 3 clusters Score -1123016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -1123029.000000 Penalty: 3262.071777
	Iteration 73Q: 3 clusters Score -1123029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1123035.750000 Penalty: 3262.071777
	Iteration 74Q: 3 clusters Score -1123036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1123044.625000 Penalty: 3262.071777
	Iteration 75Q: 3 clusters Score -1123045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -1123052.000000 Penalty: 3262.071777
	Iteration 76Q: 3 clusters Score -1123052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -1123057.125000 Penalty: 3262.071777
	Iteration 77Q: 3 clusters Score -1123057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -1123065.750000 Penalty: 3262.071777
	Iteration 78Q: 3 clusters Score -1123066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -1123073.250000 Penalty: 3262.071777
	Iteration 79Q: 3 clusters Score -1123073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1123074.750000 Penalty: 3262.071777
	Iteration 80F: 3 clusters Score -1123075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -1123080.000000 Penalty: 3262.071777
	Iteration 81Q: 3 clusters Score -1123080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -1123081.250000 Penalty: 3262.071777
	Iteration 82Q: 3 clusters Score -1123081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -1123087.250000 Penalty: 3262.071777
	Iteration 83Q: 3 clusters Score -1123087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -1123093.500000 Penalty: 3262.071777
	Iteration 84Q: 3 clusters Score -1123094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -1123093.000000 Penalty: 3262.071777
	Iteration 85Q: 3 clusters Score -1123093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -1123094.500000 Penalty: 3262.071777
	Iteration 86Q: 3 clusters Score -1123094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -1123098.500000 Penalty: 3262.071777
	Iteration 87Q: 3 clusters Score -1123098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1123102.500000 Penalty: 3262.071777
	Iteration 88Q: 3 clusters Score -1123102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -1123106.250000 Penalty: 3262.071777
	Iteration 89Q: 3 clusters Score -1123106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -1123110.375000 Penalty: 3262.071777
	Iteration 90Q: 3 clusters Score -1123110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -1123114.375000 Penalty: 3262.071777
	Iteration 91Q: 3 clusters Score -1123114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1123117.250000 Penalty: 3262.071777
	Iteration 92Q: 3 clusters Score -1123117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -1123121.125000 Penalty: 3262.071777
	Iteration 93Q: 3 clusters Score -1123121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -1123120.875000 Penalty: 3262.071777
	Iteration 94Q: 3 clusters Score -1123121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1123122.625000 Penalty: 3262.071777
	Iteration 95Q: 3 clusters Score -1123123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1123124.875000 Penalty: 3262.071777
	Iteration 96Q: 3 clusters Score -1123125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -1123127.875000 Penalty: 3262.071777
	Iteration 97Q: 3 clusters Score -1123128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -1123129.125000 Penalty: 3262.071777
	Iteration 98Q: 3 clusters Score -1123129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -1123128.875000 Penalty: 3262.071777
	Iteration 99Q: 3 clusters Score -1123129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1123131.000000 Penalty: 3262.071777
	Iteration 100F: 3 clusters Score -1123131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -1123130.500000 Penalty: 3262.071777
	Iteration 101Q: 3 clusters Score -1123130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1123132.125000 Penalty: 3262.071777
	Iteration 102Q: 3 clusters Score -1123132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -1123135.250000 Penalty: 3262.071777
	Iteration 103Q: 3 clusters Score -1123135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -1123138.875000 Penalty: 3262.071777
	Iteration 104Q: 3 clusters Score -1123139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -1123139.250000 Penalty: 3262.071777
	Iteration 105Q: 3 clusters Score -1123139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -1123141.500000 Penalty: 3262.071777
	Iteration 106Q: 3 clusters Score -1123142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -1123145.250000 Penalty: 3262.071777
	Iteration 107Q: 3 clusters Score -1123145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1123150.000000 Penalty: 3262.071777
	Iteration 108Q: 3 clusters Score -1123150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1123152.375000 Penalty: 3262.071777
	Iteration 109Q: 3 clusters Score -1123152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1123152.625000 Penalty: 3262.071777
	Iteration 110Q: 3 clusters Score -1123153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1123152.625000 Penalty: 3262.071777
	Iteration 111Q: 3 clusters Score -1123153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1123152.625000 Penalty: 3262.071777
	Iteration 112F: 3 clusters Score -1123153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Entering Unmasked Estep 
Score: -156883.921875 Penalty: 1299.237305
	Iteration 0F: 2 clusters Score -156883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -154145.609375 Penalty: 2598.474609
	Iteration 0F: 3 clusters Score -154145.6 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -154816.500000 Penalty: 2598.474609
	Iteration 1F: 3 clusters Score -154816.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -154967.718750 Penalty: 2598.474609
	Iteration 2F: 3 clusters Score -154967.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -155049.187500 Penalty: 2598.474609
	Iteration 3Q: 3 clusters Score -155049.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -155111.343750 Penalty: 2598.474609
	Iteration 4Q: 3 clusters Score -155111.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -155163.671875 Penalty: 2598.474609
	Iteration 5Q: 3 clusters Score -155163.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -155209.765625 Penalty: 2598.474609
	Iteration 6Q: 3 clusters Score -155209.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -155243.531250 Penalty: 2598.474609
	Iteration 7Q: 3 clusters Score -155243.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -155263.859375 Penalty: 2598.474609
	Iteration 8Q: 3 clusters Score -155263.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -155280.812500 Penalty: 2598.474609
	Iteration 9Q: 3 clusters Score -155280.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -155297.484375 Penalty: 2598.474609
	Iteration 10Q: 3 clusters Score -155297.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -155314.125000 Penalty: 2598.474609
	Iteration 11Q: 3 clusters Score -155314.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -155332.484375 Penalty: 2598.474609
	Iteration 12Q: 3 clusters Score -155332.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -155353.859375 Penalty: 2598.474609
	Iteration 13Q: 3 clusters Score -155353.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -155371.843750 Penalty: 2598.474609
	Iteration 14Q: 3 clusters Score -155371.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -155388.953125 Penalty: 2598.474609
	Iteration 15Q: 3 clusters Score -155389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -155400.671875 Penalty: 2598.474609
	Iteration 16Q: 3 clusters Score -155400.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -155413.562500 Penalty: 2598.474609
	Iteration 17Q: 3 clusters Score -155413.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -155425.218750 Penalty: 2598.474609
	Iteration 18Q: 3 clusters Score -155425.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -155433.750000 Penalty: 2598.474609
	Iteration 19Q: 3 clusters Score -155433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -155443.312500 Penalty: 2598.474609
	Iteration 20F: 3 clusters Score -155443.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -155457.578125 Penalty: 2598.474609
	Iteration 21Q: 3 clusters Score -155457.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -155472.500000 Penalty: 2598.474609
	Iteration 22Q: 3 clusters Score -155472.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -155492.171875 Penalty: 2598.474609
	Iteration 23Q: 3 clusters Score -155492.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -155511.031250 Penalty: 2598.474609
	Iteration 24Q: 3 clusters Score -155511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -155526.265625 Penalty: 2598.474609
	Iteration 25Q: 3 clusters Score -155526.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -155540.484375 Penalty: 2598.474609
	Iteration 26Q: 3 clusters Score -155540.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -155556.718750 Penalty: 2598.474609
	Iteration 27Q: 3 clusters Score -155556.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -155572.343750 Penalty: 2598.474609
	Iteration 28Q: 3 clusters Score -155572.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -155582.593750 Penalty: 2598.474609
	Iteration 29Q: 3 clusters Score -155582.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -155594.265625 Penalty: 2598.474609
	Iteration 30Q: 3 clusters Score -155594.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -155609.250000 Penalty: 2598.474609
	Iteration 31Q: 3 clusters Score -155609.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -155621.687500 Penalty: 2598.474609
	Iteration 32Q: 3 clusters Score -155621.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -155632.703125 Penalty: 2598.474609
	Iteration 33Q: 3 clusters Score -155632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -155637.375000 Penalty: 2598.474609
	Iteration 34Q: 3 clusters Score -155637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -155639.750000 Penalty: 2598.474609
	Iteration 35Q: 3 clusters Score -155639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -155641.843750 Penalty: 2598.474609
	Iteration 36Q: 3 clusters Score -155641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -155646.578125 Penalty: 2598.474609
	Iteration 37Q: 3 clusters Score -155646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -155650.296875 Penalty: 2598.474609
	Iteration 38Q: 3 clusters Score -155650.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -155653.406250 Penalty: 2598.474609
	Iteration 39Q: 3 clusters Score -155653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -155655.390625 Penalty: 2598.474609
	Iteration 40F: 3 clusters Score -155655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -155656.734375 Penalty: 2598.474609
	Iteration 41Q: 3 clusters Score -155656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -155658.359375 Penalty: 2598.474609
	Iteration 42Q: 3 clusters Score -155658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -155658.937500 Penalty: 2598.474609
	Iteration 43Q: 3 clusters Score -155658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -155660.578125 Penalty: 2598.474609
	Iteration 44Q: 3 clusters Score -155660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -155663.796875 Penalty: 2598.474609
	Iteration 45Q: 3 clusters Score -155663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -155667.375000 Penalty: 2598.474609
	Iteration 46Q: 3 clusters Score -155667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -155668.890625 Penalty: 2598.474609
	Iteration 47Q: 3 clusters Score -155668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -155668.890625 Penalty: 2598.474609
	Iteration 48F: 3 clusters Score -155668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Entering Unmasked Estep 
Score: -1035447.250000 Penalty: 1617.855347
	Iteration 0F: 2 clusters Score -1035447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1021127.625000 Penalty: 3235.710693
	Iteration 0F: 3 clusters Score -1021128 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1026460.937500 Penalty: 3235.710693
	Iteration 1F: 3 clusters Score -1026461 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1027069.437500 Penalty: 3235.710693
	Iteration 2F: 3 clusters Score -1027069 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1027884.812500 Penalty: 3235.710693
	Iteration 3F: 3 clusters Score -1027885 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1028841.812500 Penalty: 3235.710693
	Iteration 4F: 3 clusters Score -1028842 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1030144.812500 Penalty: 3235.710693
	Iteration 5F: 3 clusters Score -1030145 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1031644.687500 Penalty: 3235.710693
	Iteration 6F: 3 clusters Score -1031645 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1032888.875000 Penalty: 3235.710693
	Iteration 7F: 3 clusters Score -1032889 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1033556.437500 Penalty: 3235.710693
	Iteration 8Q: 3 clusters Score -1033556 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1033848.625000 Penalty: 3235.710693
	Iteration 9Q: 3 clusters Score -1033849 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1033974.312500 Penalty: 3235.710693
	Iteration 10Q: 3 clusters Score -1033974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1034040.437500 Penalty: 3235.710693
	Iteration 11Q: 3 clusters Score -1034040 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1034086.187500 Penalty: 3235.710693
	Iteration 12Q: 3 clusters Score -1034086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1034120.687500 Penalty: 3235.710693
	Iteration 13Q: 3 clusters Score -1034121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1034147.625000 Penalty: 3235.710693
	Iteration 14Q: 3 clusters Score -1034148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1034167.375000 Penalty: 3235.710693
	Iteration 15Q: 3 clusters Score -1034167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1034183.125000 Penalty: 3235.710693
	Iteration 16Q: 3 clusters Score -1034183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1034198.562500 Penalty: 3235.710693
	Iteration 17Q: 3 clusters Score -1034199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1034211.687500 Penalty: 3235.710693
	Iteration 18Q: 3 clusters Score -1034212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1034223.937500 Penalty: 3235.710693
	Iteration 19Q: 3 clusters Score -1034224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1034231.125000 Penalty: 3235.710693
	Iteration 20F: 3 clusters Score -1034231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1034240.187500 Penalty: 3235.710693
	Iteration 21Q: 3 clusters Score -1034240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1034249.625000 Penalty: 3235.710693
	Iteration 22Q: 3 clusters Score -1034250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1034265.687500 Penalty: 3235.710693
	Iteration 23Q: 3 clusters Score -1034266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1034268.687500 Penalty: 3235.710693
	Iteration 24Q: 3 clusters Score -1034269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1034271.250000 Penalty: 3235.710693
	Iteration 25Q: 3 clusters Score -1034271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1034279.750000 Penalty: 3235.710693
	Iteration 26Q: 3 clusters Score -1034280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1034283.562500 Penalty: 3235.710693
	Iteration 27Q: 3 clusters Score -1034284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1034287.312500 Penalty: 3235.710693
	Iteration 28Q: 3 clusters Score -1034287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1034289.937500 Penalty: 3235.710693
	Iteration 29Q: 3 clusters Score -1034290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1034294.625000 Penalty: 3235.710693
	Iteration 30Q: 3 clusters Score -1034295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1034296.062500 Penalty: 3235.710693
	Iteration 31Q: 3 clusters Score -1034296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1034300.375000 Penalty: 3235.710693
	Iteration 32Q: 3 clusters Score -1034300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1034304.937500 Penalty: 3235.710693
	Iteration 33Q: 3 clusters Score -1034305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1034307.750000 Penalty: 3235.710693
	Iteration 34Q: 3 clusters Score -1034308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1034310.625000 Penalty: 3235.710693
	Iteration 35Q: 3 clusters Score -1034311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1034316.000000 Penalty: 3235.710693
	Iteration 36Q: 3 clusters Score -1034316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1034313.875000 Penalty: 3235.710693
	Iteration 37Q: 3 clusters Score -1034314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1034316.250000 Penalty: 3235.710693
	Iteration 38Q: 3 clusters Score -1034316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1034317.437500 Penalty: 3235.710693
	Iteration 39Q: 3 clusters Score -1034317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1034323.937500 Penalty: 3235.710693
	Iteration 40F: 3 clusters Score -1034324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1034326.750000 Penalty: 3235.710693
	Iteration 41Q: 3 clusters Score -1034327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1034327.187500 Penalty: 3235.710693
	Iteration 42Q: 3 clusters Score -1034327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1034329.312500 Penalty: 3235.710693
	Iteration 43Q: 3 clusters Score -1034329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1034336.562500 Penalty: 3235.710693
	Iteration 44Q: 3 clusters Score -1034337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1034335.625000 Penalty: 3235.710693
	Iteration 45Q: 3 clusters Score -1034336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1034341.625000 Penalty: 3235.710693
	Iteration 46Q: 3 clusters Score -1034342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1034342.062500 Penalty: 3235.710693
	Iteration 47Q: 3 clusters Score -1034342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1034344.562500 Penalty: 3235.710693
	Iteration 48Q: 3 clusters Score -1034345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1034343.187500 Penalty: 3235.710693
	Iteration 49Q: 3 clusters Score -1034343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1034345.875000 Penalty: 3235.710693
	Iteration 50Q: 3 clusters Score -1034346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1034348.187500 Penalty: 3235.710693
	Iteration 51Q: 3 clusters Score -1034348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1034348.187500 Penalty: 3235.710693
	Iteration 52Q: 3 clusters Score -1034348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1034351.562500 Penalty: 3235.710693
	Iteration 53Q: 3 clusters Score -1034352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1034350.937500 Penalty: 3235.710693
	Iteration 54Q: 3 clusters Score -1034351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1034352.375000 Penalty: 3235.710693
	Iteration 55Q: 3 clusters Score -1034352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1034354.750000 Penalty: 3235.710693
	Iteration 56Q: 3 clusters Score -1034355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1034354.437500 Penalty: 3235.710693
	Iteration 57Q: 3 clusters Score -1034354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -1034354.562500 Penalty: 3235.710693
	Iteration 58Q: 3 clusters Score -1034355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1034356.250000 Penalty: 3235.710693
	Iteration 59Q: 3 clusters Score -1034356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1034355.187500 Penalty: 3235.710693
	Iteration 60F: 3 clusters Score -1034355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1034355.500000 Penalty: 3235.710693
	Iteration 61Q: 3 clusters Score -1034356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1034354.937500 Penalty: 3235.710693
	Iteration 62Q: 3 clusters Score -1034355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1034356.312500 Penalty: 3235.710693
	Iteration 63Q: 3 clusters Score -1034356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1034356.312500 Penalty: 3235.710693
	Iteration 64Q: 3 clusters Score -1034356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1034356.937500 Penalty: 3235.710693
	Iteration 65Q: 3 clusters Score -1034357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1034356.687500 Penalty: 3235.710693
	Iteration 66Q: 3 clusters Score -1034357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1034356.687500 Penalty: 3235.710693
	Iteration 67F: 3 clusters Score -1034357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (69734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Entering Unmasked Estep 
Score: -3371656.500000 Penalty: 1812.271973
	Iteration 0F: 2 clusters Score -3371656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -3324871.500000 Penalty: 3624.543945
	Iteration 0F: 3 clusters Score -3324872 nChanged 33089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -3343621.750000 Penalty: 3624.543945
	Iteration 1F: 3 clusters Score -3343622 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3344085.250000 Penalty: 3624.543945
	Iteration 2Q: 3 clusters Score -3344085 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -3344613.750000 Penalty: 3624.543945
	Iteration 3Q: 3 clusters Score -3344614 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -3345226.750000 Penalty: 3624.543945
	Iteration 4Q: 3 clusters Score -3345227 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3346066.500000 Penalty: 3624.543945
	Iteration 5Q: 3 clusters Score -3346066 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -3347312.000000 Penalty: 3624.543945
	Iteration 6Q: 3 clusters Score -3347312 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -3349341.750000 Penalty: 3624.543945
	Iteration 7Q: 3 clusters Score -3349342 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -3352080.250000 Penalty: 3624.543945
	Iteration 8F: 3 clusters Score -3352080 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -3355360.250000 Penalty: 3624.543945
	Iteration 9F: 3 clusters Score -3355360 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -3358588.500000 Penalty: 3624.543945
	Iteration 10F: 3 clusters Score -3358588 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -3361354.750000 Penalty: 3624.543945
	Iteration 11F: 3 clusters Score -3361355 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -3363491.000000 Penalty: 3624.543945
	Iteration 12Q: 3 clusters Score -3363491 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -3365136.000000 Penalty: 3624.543945
	Iteration 13Q: 3 clusters Score -3365136 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -3366290.000000 Penalty: 3624.543945
	Iteration 14Q: 3 clusters Score -3366290 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -3367145.250000 Penalty: 3624.543945
	Iteration 15Q: 3 clusters Score -3367145 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -3367879.750000 Penalty: 3624.543945
	Iteration 16Q: 3 clusters Score -3367880 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -3368446.250000 Penalty: 3624.543945
	Iteration 17Q: 3 clusters Score -3368446 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -3368933.750000 Penalty: 3624.543945
	Iteration 18Q: 3 clusters Score -3368934 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -3369366.750000 Penalty: 3624.543945
	Iteration 19Q: 3 clusters Score -3369367 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -3369648.500000 Penalty: 3624.543945
	Iteration 20F: 3 clusters Score -3369648 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -3369943.500000 Penalty: 3624.543945
	Iteration 21Q: 3 clusters Score -3369944 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -3370207.500000 Penalty: 3624.543945
	Iteration 22Q: 3 clusters Score -3370208 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -3370405.500000 Penalty: 3624.543945
	Iteration 23Q: 3 clusters Score -3370406 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -3370580.750000 Penalty: 3624.543945
	Iteration 24Q: 3 clusters Score -3370581 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -3370719.250000 Penalty: 3624.543945
	Iteration 25Q: 3 clusters Score -3370719 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -3370841.000000 Penalty: 3624.543945
	Iteration 26Q: 3 clusters Score -3370841 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -3370928.000000 Penalty: 3624.543945
	Iteration 27Q: 3 clusters Score -3370928 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -3371021.000000 Penalty: 3624.543945
	Iteration 28Q: 3 clusters Score -3371021 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -3371100.250000 Penalty: 3624.543945
	Iteration 29Q: 3 clusters Score -3371100 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -3371166.500000 Penalty: 3624.543945
	Iteration 30Q: 3 clusters Score -3371166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -3371199.000000 Penalty: 3624.543945
	Iteration 31Q: 3 clusters Score -3371199 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -3371225.250000 Penalty: 3624.543945
	Iteration 32Q: 3 clusters Score -3371225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -3371237.750000 Penalty: 3624.543945
	Iteration 33Q: 3 clusters Score -3371238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -3371244.750000 Penalty: 3624.543945
	Iteration 34Q: 3 clusters Score -3371245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -3371247.750000 Penalty: 3624.543945
	Iteration 35Q: 3 clusters Score -3371248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -3371257.250000 Penalty: 3624.543945
	Iteration 36Q: 3 clusters Score -3371257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -3371266.750000 Penalty: 3624.543945
	Iteration 37Q: 3 clusters Score -3371267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -3371257.000000 Penalty: 3624.543945
	Iteration 38Q: 3 clusters Score -3371257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -3371259.500000 Penalty: 3624.543945
	Iteration 39Q: 3 clusters Score -3371260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -3371255.250000 Penalty: 3624.543945
	Iteration 40F: 3 clusters Score -3371255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -3371260.000000 Penalty: 3624.543945
	Iteration 41Q: 3 clusters Score -3371260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -3371257.250000 Penalty: 3624.543945
	Iteration 42Q: 3 clusters Score -3371257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -3371260.750000 Penalty: 3624.543945
	Iteration 43Q: 3 clusters Score -3371261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -3371256.000000 Penalty: 3624.543945
	Iteration 44Q: 3 clusters Score -3371256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -3371258.000000 Penalty: 3624.543945
	Iteration 45Q: 3 clusters Score -3371258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -3371257.000000 Penalty: 3624.543945
	Iteration 46Q: 3 clusters Score -3371257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -3371259.250000 Penalty: 3624.543945
	Iteration 47Q: 3 clusters Score -3371259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -3371258.750000 Penalty: 3624.543945
	Iteration 48Q: 3 clusters Score -3371259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -3371264.000000 Penalty: 3624.543945
	Iteration 49Q: 3 clusters Score -3371264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -3371262.750000 Penalty: 3624.543945
	Iteration 50Q: 3 clusters Score -3371263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -3371265.500000 Penalty: 3624.543945
	Iteration 51Q: 3 clusters Score -3371266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -3371262.250000 Penalty: 3624.543945
	Iteration 52Q: 3 clusters Score -3371262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -3371262.250000 Penalty: 3624.543945
	Iteration 53Q: 3 clusters Score -3371262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -3371265.250000 Penalty: 3624.543945
	Iteration 54Q: 3 clusters Score -3371265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -3371262.500000 Penalty: 3624.543945
	Iteration 55Q: 3 clusters Score -3371262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -3371262.000000 Penalty: 3624.543945
	Iteration 56Q: 3 clusters Score -3371262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -3371264.250000 Penalty: 3624.543945
	Iteration 57Q: 3 clusters Score -3371264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -3371265.000000 Penalty: 3624.543945
	Iteration 58Q: 3 clusters Score -3371265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -3371266.250000 Penalty: 3624.543945
	Iteration 59Q: 3 clusters Score -3371266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -3371267.000000 Penalty: 3624.543945
	Iteration 60F: 3 clusters Score -3371267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -3371268.750000 Penalty: 3624.543945
	Iteration 61Q: 3 clusters Score -3371269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -3371268.750000 Penalty: 3624.543945
	Iteration 62F: 3 clusters Score -3371269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -463654.656250 Penalty: 1491.076050
	Iteration 0F: 2 clusters Score -463654.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -456758.375000 Penalty: 2982.152100
	Iteration 0F: 3 clusters Score -456758.4 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -458846.625000 Penalty: 2982.152100
	Iteration 1F: 3 clusters Score -458846.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -459055.906250 Penalty: 2982.152100
	Iteration 2F: 3 clusters Score -459055.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -459220.656250 Penalty: 2982.152100
	Iteration 3Q: 3 clusters Score -459220.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -459347.093750 Penalty: 2982.152100
	Iteration 4Q: 3 clusters Score -459347.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -459426.000000 Penalty: 2982.152100
	Iteration 5Q: 3 clusters Score -459426 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -459484.500000 Penalty: 2982.152100
	Iteration 6Q: 3 clusters Score -459484.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -459535.875000 Penalty: 2982.152100
	Iteration 7Q: 3 clusters Score -459535.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -459583.875000 Penalty: 2982.152100
	Iteration 8Q: 3 clusters Score -459583.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -459632.343750 Penalty: 2982.152100
	Iteration 9Q: 3 clusters Score -459632.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -459684.250000 Penalty: 2982.152100
	Iteration 10Q: 3 clusters Score -459684.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -459749.281250 Penalty: 2982.152100
	Iteration 11Q: 3 clusters Score -459749.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -459821.937500 Penalty: 2982.152100
	Iteration 12Q: 3 clusters Score -459821.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -459897.718750 Penalty: 2982.152100
	Iteration 13Q: 3 clusters Score -459897.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -459996.468750 Penalty: 2982.152100
	Iteration 14Q: 3 clusters Score -459996.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -460130.406250 Penalty: 2982.152100
	Iteration 15Q: 3 clusters Score -460130.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -460298.625000 Penalty: 2982.152100
	Iteration 16Q: 3 clusters Score -460298.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -460499.218750 Penalty: 2982.152100
	Iteration 17Q: 3 clusters Score -460499.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -460709.062500 Penalty: 2982.152100
	Iteration 18Q: 3 clusters Score -460709.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -460937.156250 Penalty: 2982.152100
	Iteration 19Q: 3 clusters Score -460937.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -461180.156250 Penalty: 2982.152100
	Iteration 20F: 3 clusters Score -461180.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -461378.375000 Penalty: 2982.152100
	Iteration 21Q: 3 clusters Score -461378.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -461529.812500 Penalty: 2982.152100
	Iteration 22Q: 3 clusters Score -461529.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -461638.031250 Penalty: 2982.152100
	Iteration 23Q: 3 clusters Score -461638 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -461715.562500 Penalty: 2982.152100
	Iteration 24Q: 3 clusters Score -461715.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -461765.531250 Penalty: 2982.152100
	Iteration 25Q: 3 clusters Score -461765.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -461806.718750 Penalty: 2982.152100
	Iteration 26Q: 3 clusters Score -461806.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -461847.750000 Penalty: 2982.152100
	Iteration 27Q: 3 clusters Score -461847.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -461875.218750 Penalty: 2982.152100
	Iteration 28Q: 3 clusters Score -461875.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -461902.500000 Penalty: 2982.152100
	Iteration 29Q: 3 clusters Score -461902.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -461931.187500 Penalty: 2982.152100
	Iteration 30Q: 3 clusters Score -461931.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -461955.250000 Penalty: 2982.152100
	Iteration 31Q: 3 clusters Score -461955.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -461975.875000 Penalty: 2982.152100
	Iteration 32Q: 3 clusters Score -461975.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -461996.781250 Penalty: 2982.152100
	Iteration 33Q: 3 clusters Score -461996.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -462020.187500 Penalty: 2982.152100
	Iteration 34Q: 3 clusters Score -462020.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -462045.750000 Penalty: 2982.152100
	Iteration 35Q: 3 clusters Score -462045.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -462077.937500 Penalty: 2982.152100
	Iteration 36Q: 3 clusters Score -462077.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -462104.031250 Penalty: 2982.152100
	Iteration 37Q: 3 clusters Score -462104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -462126.906250 Penalty: 2982.152100
	Iteration 38Q: 3 clusters Score -462126.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -462146.656250 Penalty: 2982.152100
	Iteration 39Q: 3 clusters Score -462146.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -462170.500000 Penalty: 2982.152100
	Iteration 40F: 3 clusters Score -462170.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -462193.093750 Penalty: 2982.152100
	Iteration 41Q: 3 clusters Score -462193.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -462214.718750 Penalty: 2982.152100
	Iteration 42Q: 3 clusters Score -462214.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -462234.281250 Penalty: 2982.152100
	Iteration 43Q: 3 clusters Score -462234.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -462246.906250 Penalty: 2982.152100
	Iteration 44Q: 3 clusters Score -462246.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -462259.281250 Penalty: 2982.152100
	Iteration 45Q: 3 clusters Score -462259.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -462268.343750 Penalty: 2982.152100
	Iteration 46Q: 3 clusters Score -462268.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -462276.281250 Penalty: 2982.152100
	Iteration 47Q: 3 clusters Score -462276.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -462285.937500 Penalty: 2982.152100
	Iteration 48Q: 3 clusters Score -462285.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -462292.343750 Penalty: 2982.152100
	Iteration 49Q: 3 clusters Score -462292.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -462296.906250 Penalty: 2982.152100
	Iteration 50Q: 3 clusters Score -462296.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -462301.906250 Penalty: 2982.152100
	Iteration 51Q: 3 clusters Score -462301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -462303.906250 Penalty: 2982.152100
	Iteration 52Q: 3 clusters Score -462303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -462306.125000 Penalty: 2982.152100
	Iteration 53Q: 3 clusters Score -462306.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -462307.968750 Penalty: 2982.152100
	Iteration 54Q: 3 clusters Score -462308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -462308.593750 Penalty: 2982.152100
	Iteration 55Q: 3 clusters Score -462308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -462311.437500 Penalty: 2982.152100
	Iteration 56Q: 3 clusters Score -462311.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -462313.062500 Penalty: 2982.152100
	Iteration 57Q: 3 clusters Score -462313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -462316.062500 Penalty: 2982.152100
	Iteration 58Q: 3 clusters Score -462316.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -462318.500000 Penalty: 2982.152100
	Iteration 59Q: 3 clusters Score -462318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -462321.750000 Penalty: 2982.152100
	Iteration 60F: 3 clusters Score -462321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -462323.187500 Penalty: 2982.152100
	Iteration 61Q: 3 clusters Score -462323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -462326.437500 Penalty: 2982.152100
	Iteration 62Q: 3 clusters Score -462326.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -462330.406250 Penalty: 2982.152100
	Iteration 63Q: 3 clusters Score -462330.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -462333.218750 Penalty: 2982.152100
	Iteration 64Q: 3 clusters Score -462333.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -462337.968750 Penalty: 2982.152100
	Iteration 65Q: 3 clusters Score -462338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -462339.625000 Penalty: 2982.152100
	Iteration 66Q: 3 clusters Score -462339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -462341.593750 Penalty: 2982.152100
	Iteration 67Q: 3 clusters Score -462341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -462345.687500 Penalty: 2982.152100
	Iteration 68Q: 3 clusters Score -462345.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -462351.156250 Penalty: 2982.152100
	Iteration 69Q: 3 clusters Score -462351.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -462354.687500 Penalty: 2982.152100
	Iteration 70Q: 3 clusters Score -462354.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -462357.343750 Penalty: 2982.152100
	Iteration 71Q: 3 clusters Score -462357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -462360.687500 Penalty: 2982.152100
	Iteration 72Q: 3 clusters Score -462360.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -462363.625000 Penalty: 2982.152100
	Iteration 73Q: 3 clusters Score -462363.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -462366.187500 Penalty: 2982.152100
	Iteration 74Q: 3 clusters Score -462366.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -462369.281250 Penalty: 2982.152100
	Iteration 75Q: 3 clusters Score -462369.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -462372.562500 Penalty: 2982.152100
	Iteration 76Q: 3 clusters Score -462372.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -462374.781250 Penalty: 2982.152100
	Iteration 77Q: 3 clusters Score -462374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -462375.937500 Penalty: 2982.152100
	Iteration 78Q: 3 clusters Score -462375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -462378.062500 Penalty: 2982.152100
	Iteration 79Q: 3 clusters Score -462378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -462379.218750 Penalty: 2982.152100
	Iteration 80F: 3 clusters Score -462379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -462378.968750 Penalty: 2982.152100
	Iteration 81Q: 3 clusters Score -462379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -462381.218750 Penalty: 2982.152100
	Iteration 82Q: 3 clusters Score -462381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -462381.906250 Penalty: 2982.152100
	Iteration 83Q: 3 clusters Score -462381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -462383.156250 Penalty: 2982.152100
	Iteration 84Q: 3 clusters Score -462383.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -462385.312500 Penalty: 2982.152100
	Iteration 85Q: 3 clusters Score -462385.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -462388.312500 Penalty: 2982.152100
	Iteration 86Q: 3 clusters Score -462388.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -462391.375000 Penalty: 2982.152100
	Iteration 87Q: 3 clusters Score -462391.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -462393.000000 Penalty: 2982.152100
	Iteration 88Q: 3 clusters Score -462393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -462393.187500 Penalty: 2982.152100
	Iteration 89Q: 3 clusters Score -462393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -462395.781250 Penalty: 2982.152100
	Iteration 90Q: 3 clusters Score -462395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -462398.468750 Penalty: 2982.152100
	Iteration 91Q: 3 clusters Score -462398.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -462401.187500 Penalty: 2982.152100
	Iteration 92Q: 3 clusters Score -462401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -462401.343750 Penalty: 2982.152100
	Iteration 93Q: 3 clusters Score -462401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -462401.812500 Penalty: 2982.152100
	Iteration 94Q: 3 clusters Score -462401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -462403.843750 Penalty: 2982.152100
	Iteration 95Q: 3 clusters Score -462403.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -462406.343750 Penalty: 2982.152100
	Iteration 96Q: 3 clusters Score -462406.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -462410.500000 Penalty: 2982.152100
	Iteration 97Q: 3 clusters Score -462410.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -462412.312500 Penalty: 2982.152100
	Iteration 98Q: 3 clusters Score -462412.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -462416.781250 Penalty: 2982.152100
	Iteration 99Q: 3 clusters Score -462416.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -462417.406250 Penalty: 2982.152100
	Iteration 100F: 3 clusters Score -462417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -462419.781250 Penalty: 2982.152100
	Iteration 101Q: 3 clusters Score -462419.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -462423.843750 Penalty: 2982.152100
	Iteration 102Q: 3 clusters Score -462423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -462425.375000 Penalty: 2982.152100
	Iteration 103Q: 3 clusters Score -462425.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -462428.906250 Penalty: 2982.152100
	Iteration 104Q: 3 clusters Score -462428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -462430.093750 Penalty: 2982.152100
	Iteration 105Q: 3 clusters Score -462430.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -462432.375000 Penalty: 2982.152100
	Iteration 106Q: 3 clusters Score -462432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -462433.875000 Penalty: 2982.152100
	Iteration 107Q: 3 clusters Score -462433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -462434.062500 Penalty: 2982.152100
	Iteration 108Q: 3 clusters Score -462434.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -462436.625000 Penalty: 2982.152100
	Iteration 109Q: 3 clusters Score -462436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -462437.250000 Penalty: 2982.152100
	Iteration 110Q: 3 clusters Score -462437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -462437.093750 Penalty: 2982.152100
	Iteration 111Q: 3 clusters Score -462437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -462437.312500 Penalty: 2982.152100
	Iteration 112Q: 3 clusters Score -462437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -462437.906250 Penalty: 2982.152100
	Iteration 113Q: 3 clusters Score -462437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -462437.906250 Penalty: 2982.152100
	Iteration 114Q: 3 clusters Score -462437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -462438.812500 Penalty: 2982.152100
	Iteration 115Q: 3 clusters Score -462438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -462440.906250 Penalty: 2982.152100
	Iteration 116Q: 3 clusters Score -462440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -462441.125000 Penalty: 2982.152100
	Iteration 117Q: 3 clusters Score -462441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -462441.281250 Penalty: 2982.152100
	Iteration 118Q: 3 clusters Score -462441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -462442.000000 Penalty: 2982.152100
	Iteration 119Q: 3 clusters Score -462442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -462441.968750 Penalty: 2982.152100
	Iteration 120F: 3 clusters Score -462442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -462441.468750 Penalty: 2982.152100
	Iteration 121Q: 3 clusters Score -462441.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -462440.906250 Penalty: 2982.152100
	Iteration 122Q: 3 clusters Score -462440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -462442.593750 Penalty: 2982.152100
	Iteration 123Q: 3 clusters Score -462442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -462443.062500 Penalty: 2982.152100
	Iteration 124Q: 3 clusters Score -462443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -462443.718750 Penalty: 2982.152100
	Iteration 125Q: 3 clusters Score -462443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -462444.281250 Penalty: 2982.152100
	Iteration 126Q: 3 clusters Score -462444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -462444.281250 Penalty: 2982.152100
	Iteration 127F: 3 clusters Score -462444.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Entering Unmasked Estep 
Score: -457120.093750 Penalty: 1485.932495
	Iteration 0F: 2 clusters Score -457120.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -450332.312500 Penalty: 2971.864990
	Iteration 0F: 3 clusters Score -450332.3 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -452546.062500 Penalty: 2971.864990
	Iteration 1F: 3 clusters Score -452546.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -452854.468750 Penalty: 2971.864990
	Iteration 2F: 3 clusters Score -452854.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -453166.937500 Penalty: 2971.864990
	Iteration 3F: 3 clusters Score -453166.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -453521.093750 Penalty: 2971.864990
	Iteration 4F: 3 clusters Score -453521.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -453859.062500 Penalty: 2971.864990
	Iteration 5F: 3 clusters Score -453859.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -454169.656250 Penalty: 2971.864990
	Iteration 6F: 3 clusters Score -454169.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -454471.906250 Penalty: 2971.864990
	Iteration 7Q: 3 clusters Score -454471.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -454772.437500 Penalty: 2971.864990
	Iteration 8Q: 3 clusters Score -454772.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -455005.875000 Penalty: 2971.864990
	Iteration 9Q: 3 clusters Score -455005.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -455172.343750 Penalty: 2971.864990
	Iteration 10Q: 3 clusters Score -455172.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -455281.687500 Penalty: 2971.864990
	Iteration 11Q: 3 clusters Score -455281.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -455360.250000 Penalty: 2971.864990
	Iteration 12Q: 3 clusters Score -455360.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -455422.718750 Penalty: 2971.864990
	Iteration 13Q: 3 clusters Score -455422.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -455464.656250 Penalty: 2971.864990
	Iteration 14Q: 3 clusters Score -455464.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -455503.843750 Penalty: 2971.864990
	Iteration 15Q: 3 clusters Score -455503.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -455541.218750 Penalty: 2971.864990
	Iteration 16Q: 3 clusters Score -455541.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -455576.875000 Penalty: 2971.864990
	Iteration 17Q: 3 clusters Score -455576.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -455604.531250 Penalty: 2971.864990
	Iteration 18Q: 3 clusters Score -455604.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -455629.093750 Penalty: 2971.864990
	Iteration 19Q: 3 clusters Score -455629.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -455654.343750 Penalty: 2971.864990
	Iteration 20F: 3 clusters Score -455654.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -455679.031250 Penalty: 2971.864990
	Iteration 21Q: 3 clusters Score -455679 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -455704.406250 Penalty: 2971.864990
	Iteration 22Q: 3 clusters Score -455704.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -455733.156250 Penalty: 2971.864990
	Iteration 23Q: 3 clusters Score -455733.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -455755.343750 Penalty: 2971.864990
	Iteration 24Q: 3 clusters Score -455755.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -455778.218750 Penalty: 2971.864990
	Iteration 25Q: 3 clusters Score -455778.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -455799.343750 Penalty: 2971.864990
	Iteration 26Q: 3 clusters Score -455799.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -455818.875000 Penalty: 2971.864990
	Iteration 27Q: 3 clusters Score -455818.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -455833.562500 Penalty: 2971.864990
	Iteration 28Q: 3 clusters Score -455833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -455848.000000 Penalty: 2971.864990
	Iteration 29Q: 3 clusters Score -455848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -455862.656250 Penalty: 2971.864990
	Iteration 30Q: 3 clusters Score -455862.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -455873.656250 Penalty: 2971.864990
	Iteration 31Q: 3 clusters Score -455873.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -455888.218750 Penalty: 2971.864990
	Iteration 32Q: 3 clusters Score -455888.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -455899.281250 Penalty: 2971.864990
	Iteration 33Q: 3 clusters Score -455899.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -455911.000000 Penalty: 2971.864990
	Iteration 34Q: 3 clusters Score -455911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -455924.625000 Penalty: 2971.864990
	Iteration 35Q: 3 clusters Score -455924.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -455940.687500 Penalty: 2971.864990
	Iteration 36Q: 3 clusters Score -455940.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -455955.812500 Penalty: 2971.864990
	Iteration 37Q: 3 clusters Score -455955.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -455972.812500 Penalty: 2971.864990
	Iteration 38Q: 3 clusters Score -455972.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -455984.906250 Penalty: 2971.864990
	Iteration 39Q: 3 clusters Score -455984.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -455993.531250 Penalty: 2971.864990
	Iteration 40F: 3 clusters Score -455993.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -455998.156250 Penalty: 2971.864990
	Iteration 41Q: 3 clusters Score -455998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -456001.156250 Penalty: 2971.864990
	Iteration 42Q: 3 clusters Score -456001.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -456008.125000 Penalty: 2971.864990
	Iteration 43Q: 3 clusters Score -456008.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -456011.187500 Penalty: 2971.864990
	Iteration 44Q: 3 clusters Score -456011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -456013.500000 Penalty: 2971.864990
	Iteration 45Q: 3 clusters Score -456013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -456017.343750 Penalty: 2971.864990
	Iteration 46Q: 3 clusters Score -456017.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -456020.343750 Penalty: 2971.864990
	Iteration 47Q: 3 clusters Score -456020.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -456026.781250 Penalty: 2971.864990
	Iteration 48Q: 3 clusters Score -456026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -456031.375000 Penalty: 2971.864990
	Iteration 49Q: 3 clusters Score -456031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -456033.593750 Penalty: 2971.864990
	Iteration 50Q: 3 clusters Score -456033.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -456038.750000 Penalty: 2971.864990
	Iteration 51Q: 3 clusters Score -456038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -456042.437500 Penalty: 2971.864990
	Iteration 52Q: 3 clusters Score -456042.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -456046.593750 Penalty: 2971.864990
	Iteration 53Q: 3 clusters Score -456046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -456047.718750 Penalty: 2971.864990
	Iteration 54Q: 3 clusters Score -456047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -456049.031250 Penalty: 2971.864990
	Iteration 55Q: 3 clusters Score -456049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -456050.437500 Penalty: 2971.864990
	Iteration 56Q: 3 clusters Score -456050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -456053.062500 Penalty: 2971.864990
	Iteration 57Q: 3 clusters Score -456053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -456054.750000 Penalty: 2971.864990
	Iteration 58Q: 3 clusters Score -456054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -456055.875000 Penalty: 2971.864990
	Iteration 59Q: 3 clusters Score -456055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -456056.375000 Penalty: 2971.864990
	Iteration 60F: 3 clusters Score -456056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -456057.718750 Penalty: 2971.864990
	Iteration 61Q: 3 clusters Score -456057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -456057.718750 Penalty: 2971.864990
	Iteration 62F: 3 clusters Score -456057.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -862373.812500 Penalty: 1592.358032
	Iteration 0F: 2 clusters Score -862373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -850090.500000 Penalty: 3184.716064
	Iteration 0F: 3 clusters Score -850090.5 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -854350.062500 Penalty: 3184.716064
	Iteration 1F: 3 clusters Score -854350.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -854579.750000 Penalty: 3184.716064
	Iteration 2Q: 3 clusters Score -854579.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -854788.812500 Penalty: 3184.716064
	Iteration 3Q: 3 clusters Score -854788.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -854965.812500 Penalty: 3184.716064
	Iteration 4Q: 3 clusters Score -854965.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -855132.625000 Penalty: 3184.716064
	Iteration 5Q: 3 clusters Score -855132.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -855289.875000 Penalty: 3184.716064
	Iteration 6Q: 3 clusters Score -855289.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -855489.625000 Penalty: 3184.716064
	Iteration 7Q: 3 clusters Score -855489.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -855805.937500 Penalty: 3184.716064
	Iteration 8Q: 3 clusters Score -855805.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -856268.687500 Penalty: 3184.716064
	Iteration 9Q: 3 clusters Score -856268.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -856885.000000 Penalty: 3184.716064
	Iteration 10Q: 3 clusters Score -856885 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -857517.000000 Penalty: 3184.716064
	Iteration 11Q: 3 clusters Score -857517 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -858051.437500 Penalty: 3184.716064
	Iteration 12Q: 3 clusters Score -858051.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -858460.875000 Penalty: 3184.716064
	Iteration 13Q: 3 clusters Score -858460.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -858777.562500 Penalty: 3184.716064
	Iteration 14Q: 3 clusters Score -858777.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -858991.437500 Penalty: 3184.716064
	Iteration 15Q: 3 clusters Score -858991.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -859130.250000 Penalty: 3184.716064
	Iteration 16Q: 3 clusters Score -859130.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -859222.187500 Penalty: 3184.716064
	Iteration 17Q: 3 clusters Score -859222.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -859274.812500 Penalty: 3184.716064
	Iteration 18Q: 3 clusters Score -859274.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -859314.000000 Penalty: 3184.716064
	Iteration 19Q: 3 clusters Score -859314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -859347.687500 Penalty: 3184.716064
	Iteration 20F: 3 clusters Score -859347.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -859378.812500 Penalty: 3184.716064
	Iteration 21Q: 3 clusters Score -859378.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -859414.750000 Penalty: 3184.716064
	Iteration 22Q: 3 clusters Score -859414.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -859450.500000 Penalty: 3184.716064
	Iteration 23Q: 3 clusters Score -859450.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -859474.125000 Penalty: 3184.716064
	Iteration 24Q: 3 clusters Score -859474.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -859502.687500 Penalty: 3184.716064
	Iteration 25Q: 3 clusters Score -859502.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -859537.687500 Penalty: 3184.716064
	Iteration 26Q: 3 clusters Score -859537.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -859579.250000 Penalty: 3184.716064
	Iteration 27Q: 3 clusters Score -859579.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -859622.625000 Penalty: 3184.716064
	Iteration 28Q: 3 clusters Score -859622.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -859671.187500 Penalty: 3184.716064
	Iteration 29Q: 3 clusters Score -859671.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -859717.937500 Penalty: 3184.716064
	Iteration 30Q: 3 clusters Score -859717.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -859756.375000 Penalty: 3184.716064
	Iteration 31Q: 3 clusters Score -859756.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -859797.437500 Penalty: 3184.716064
	Iteration 32Q: 3 clusters Score -859797.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -859841.125000 Penalty: 3184.716064
	Iteration 33Q: 3 clusters Score -859841.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -859886.187500 Penalty: 3184.716064
	Iteration 34Q: 3 clusters Score -859886.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -859938.000000 Penalty: 3184.716064
	Iteration 35Q: 3 clusters Score -859938 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -859984.125000 Penalty: 3184.716064
	Iteration 36Q: 3 clusters Score -859984.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -860024.750000 Penalty: 3184.716064
	Iteration 37Q: 3 clusters Score -860024.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -860074.812500 Penalty: 3184.716064
	Iteration 38Q: 3 clusters Score -860074.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -860109.312500 Penalty: 3184.716064
	Iteration 39Q: 3 clusters Score -860109.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -860153.250000 Penalty: 3184.716064
	Iteration 40F: 3 clusters Score -860153.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -860202.875000 Penalty: 3184.716064
	Iteration 41Q: 3 clusters Score -860202.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -860244.937500 Penalty: 3184.716064
	Iteration 42Q: 3 clusters Score -860244.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -860295.812500 Penalty: 3184.716064
	Iteration 43Q: 3 clusters Score -860295.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -860352.062500 Penalty: 3184.716064
	Iteration 44Q: 3 clusters Score -860352.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -860407.250000 Penalty: 3184.716064
	Iteration 45Q: 3 clusters Score -860407.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -860460.187500 Penalty: 3184.716064
	Iteration 46Q: 3 clusters Score -860460.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -860519.625000 Penalty: 3184.716064
	Iteration 47Q: 3 clusters Score -860519.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -860562.500000 Penalty: 3184.716064
	Iteration 48Q: 3 clusters Score -860562.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -860601.812500 Penalty: 3184.716064
	Iteration 49Q: 3 clusters Score -860601.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -860637.812500 Penalty: 3184.716064
	Iteration 50Q: 3 clusters Score -860637.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -860666.000000 Penalty: 3184.716064
	Iteration 51Q: 3 clusters Score -860666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -860687.937500 Penalty: 3184.716064
	Iteration 52Q: 3 clusters Score -860687.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -860712.312500 Penalty: 3184.716064
	Iteration 53Q: 3 clusters Score -860712.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -860741.812500 Penalty: 3184.716064
	Iteration 54Q: 3 clusters Score -860741.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -860769.812500 Penalty: 3184.716064
	Iteration 55Q: 3 clusters Score -860769.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -860793.437500 Penalty: 3184.716064
	Iteration 56Q: 3 clusters Score -860793.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -860811.687500 Penalty: 3184.716064
	Iteration 57Q: 3 clusters Score -860811.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -860826.062500 Penalty: 3184.716064
	Iteration 58Q: 3 clusters Score -860826.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -860837.187500 Penalty: 3184.716064
	Iteration 59Q: 3 clusters Score -860837.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -860852.625000 Penalty: 3184.716064
	Iteration 60F: 3 clusters Score -860852.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -860864.875000 Penalty: 3184.716064
	Iteration 61Q: 3 clusters Score -860864.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -860881.625000 Penalty: 3184.716064
	Iteration 62Q: 3 clusters Score -860881.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -860894.812500 Penalty: 3184.716064
	Iteration 63Q: 3 clusters Score -860894.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -860909.437500 Penalty: 3184.716064
	Iteration 64Q: 3 clusters Score -860909.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -860923.187500 Penalty: 3184.716064
	Iteration 65Q: 3 clusters Score -860923.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -860933.687500 Penalty: 3184.716064
	Iteration 66Q: 3 clusters Score -860933.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -860948.562500 Penalty: 3184.716064
	Iteration 67Q: 3 clusters Score -860948.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -860958.625000 Penalty: 3184.716064
	Iteration 68Q: 3 clusters Score -860958.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -860970.125000 Penalty: 3184.716064
	Iteration 69Q: 3 clusters Score -860970.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -860973.687500 Penalty: 3184.716064
	Iteration 70Q: 3 clusters Score -860973.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -860985.562500 Penalty: 3184.716064
	Iteration 71Q: 3 clusters Score -860985.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -860993.437500 Penalty: 3184.716064
	Iteration 72Q: 3 clusters Score -860993.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -861005.000000 Penalty: 3184.716064
	Iteration 73Q: 3 clusters Score -861005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -861009.562500 Penalty: 3184.716064
	Iteration 74Q: 3 clusters Score -861009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -861010.937500 Penalty: 3184.716064
	Iteration 75Q: 3 clusters Score -861010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -861012.375000 Penalty: 3184.716064
	Iteration 76Q: 3 clusters Score -861012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -861017.875000 Penalty: 3184.716064
	Iteration 77Q: 3 clusters Score -861017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -861021.187500 Penalty: 3184.716064
	Iteration 78Q: 3 clusters Score -861021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -861024.562500 Penalty: 3184.716064
	Iteration 79Q: 3 clusters Score -861024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -861028.562500 Penalty: 3184.716064
	Iteration 80F: 3 clusters Score -861028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -861031.062500 Penalty: 3184.716064
	Iteration 81Q: 3 clusters Score -861031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -861034.812500 Penalty: 3184.716064
	Iteration 82Q: 3 clusters Score -861034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -861036.125000 Penalty: 3184.716064
	Iteration 83Q: 3 clusters Score -861036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -861038.312500 Penalty: 3184.716064
	Iteration 84Q: 3 clusters Score -861038.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -861041.562500 Penalty: 3184.716064
	Iteration 85Q: 3 clusters Score -861041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -861044.625000 Penalty: 3184.716064
	Iteration 86Q: 3 clusters Score -861044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -861050.125000 Penalty: 3184.716064
	Iteration 87Q: 3 clusters Score -861050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -861054.375000 Penalty: 3184.716064
	Iteration 88Q: 3 clusters Score -861054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -861057.812500 Penalty: 3184.716064
	Iteration 89Q: 3 clusters Score -861057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -861057.000000 Penalty: 3184.716064
	Iteration 90Q: 3 clusters Score -861057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -861057.312500 Penalty: 3184.716064
	Iteration 91Q: 3 clusters Score -861057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -861061.375000 Penalty: 3184.716064
	Iteration 92Q: 3 clusters Score -861061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -861065.500000 Penalty: 3184.716064
	Iteration 93Q: 3 clusters Score -861065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -861067.562500 Penalty: 3184.716064
	Iteration 94Q: 3 clusters Score -861067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -861067.187500 Penalty: 3184.716064
	Iteration 95Q: 3 clusters Score -861067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -861068.500000 Penalty: 3184.716064
	Iteration 96Q: 3 clusters Score -861068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -861068.500000 Penalty: 3184.716064
	Iteration 97F: 3 clusters Score -861068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -128124.406250 Penalty: 1279.088013
	Iteration 0F: 2 clusters Score -128124.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -125633.804688 Penalty: 2558.176025
	Iteration 0F: 3 clusters Score -125633.8 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -126205.242188 Penalty: 2558.176025
	Iteration 1F: 3 clusters Score -126205.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -126341.750000 Penalty: 2558.176025
	Iteration 2F: 3 clusters Score -126341.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -126417.429688 Penalty: 2558.176025
	Iteration 3F: 3 clusters Score -126417.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -126465.789062 Penalty: 2558.176025
	Iteration 4Q: 3 clusters Score -126465.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -126495.281250 Penalty: 2558.176025
	Iteration 5Q: 3 clusters Score -126495.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -126519.820312 Penalty: 2558.176025
	Iteration 6Q: 3 clusters Score -126519.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -126550.015625 Penalty: 2558.176025
	Iteration 7Q: 3 clusters Score -126550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -126585.515625 Penalty: 2558.176025
	Iteration 8Q: 3 clusters Score -126585.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -126622.421875 Penalty: 2558.176025
	Iteration 9Q: 3 clusters Score -126622.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -126665.398438 Penalty: 2558.176025
	Iteration 10Q: 3 clusters Score -126665.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -126698.960938 Penalty: 2558.176025
	Iteration 11Q: 3 clusters Score -126699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -126725.843750 Penalty: 2558.176025
	Iteration 12Q: 3 clusters Score -126725.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -126756.468750 Penalty: 2558.176025
	Iteration 13Q: 3 clusters Score -126756.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -126784.062500 Penalty: 2558.176025
	Iteration 14Q: 3 clusters Score -126784.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -126804.296875 Penalty: 2558.176025
	Iteration 15Q: 3 clusters Score -126804.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -126821.210938 Penalty: 2558.176025
	Iteration 16Q: 3 clusters Score -126821.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -126837.250000 Penalty: 2558.176025
	Iteration 17Q: 3 clusters Score -126837.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -126853.046875 Penalty: 2558.176025
	Iteration 18Q: 3 clusters Score -126853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -126872.828125 Penalty: 2558.176025
	Iteration 19Q: 3 clusters Score -126872.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -126891.679688 Penalty: 2558.176025
	Iteration 20F: 3 clusters Score -126891.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -126905.414062 Penalty: 2558.176025
	Iteration 21Q: 3 clusters Score -126905.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -126917.476562 Penalty: 2558.176025
	Iteration 22Q: 3 clusters Score -126917.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -126927.109375 Penalty: 2558.176025
	Iteration 23Q: 3 clusters Score -126927.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -126942.242188 Penalty: 2558.176025
	Iteration 24Q: 3 clusters Score -126942.2 nChanged 26
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: -126955.796875 Penalty: 2558.176025
	Iteration 25Q: 3 clusters Score -126955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -126965.289062 Penalty: 2558.176025
	Iteration 26Q: 3 clusters Score -126965.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -126973.070312 Penalty: 2558.176025
	Iteration 27Q: 3 clusters Score -126973.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -126977.632812 Penalty: 2558.176025
	Iteration 28Q: 3 clusters Score -126977.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -126985.476562 Penalty: 2558.176025
	Iteration 29Q: 3 clusters Score -126985.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -126999.062500 Penalty: 2558.176025
	Iteration 30Q: 3 clusters Score -126999.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -127011.289062 Penalty: 2558.176025
	Iteration 31Q: 3 clusters Score -127011.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -127021.843750 Penalty: 2558.176025
	Iteration 32Q: 3 clusters Score -127021.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -127033.078125 Penalty: 2558.176025
	Iteration 33Q: 3 clusters Score -127033.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -127043.406250 Penalty: 2558.176025
	Iteration 34Q: 3 clusters Score -127043.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -127052.835938 Penalty: 2558.176025
	Iteration 35Q: 3 clusters Score -127052.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -127061.781250 Penalty: 2558.176025
	Iteration 36Q: 3 clusters Score -127061.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -127071.648438 Penalty: 2558.176025
	Iteration 37Q: 3 clusters Score -127071.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -127081.117188 Penalty: 2558.176025
	Iteration 38Q: 3 clusters Score -127081.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -127088.343750 Penalty: 2558.176025
	Iteration 39Q: 3 clusters Score -127088.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -127095.789062 Penalty: 2558.176025
	Iteration 40F: 3 clusters Score -127095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -127100.835938 Penalty: 2558.176025
	Iteration 41Q: 3 clusters Score -127100.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -127106.289062 Penalty: 2558.176025
	Iteration 42Q: 3 clusters Score -127106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -127109.992188 Penalty: 2558.176025
	Iteration 43Q: 3 clusters Score -127110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -127110.585938 Penalty: 2558.176025
	Iteration 44Q: 3 clusters Score -127110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127111.164062 Penalty: 2558.176025
	Iteration 45Q: 3 clusters Score -127111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -127111.718750 Penalty: 2558.176025
	Iteration 46Q: 3 clusters Score -127111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -127111.945312 Penalty: 2558.176025
	Iteration 47Q: 3 clusters Score -127111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -127112.992188 Penalty: 2558.176025
	Iteration 48Q: 3 clusters Score -127113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -127113.671875 Penalty: 2558.176025
	Iteration 49Q: 3 clusters Score -127113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -127114.593750 Penalty: 2558.176025
	Iteration 50Q: 3 clusters Score -127114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -127114.960938 Penalty: 2558.176025
	Iteration 51Q: 3 clusters Score -127115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -127115.914062 Penalty: 2558.176025
	Iteration 52Q: 3 clusters Score -127115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -127116.726562 Penalty: 2558.176025
	Iteration 53Q: 3 clusters Score -127116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -127117.687500 Penalty: 2558.176025
	Iteration 54Q: 3 clusters Score -127117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -127119.304688 Penalty: 2558.176025
	Iteration 55Q: 3 clusters Score -127119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -127120.851562 Penalty: 2558.176025
	Iteration 56Q: 3 clusters Score -127120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -127123.031250 Penalty: 2558.176025
	Iteration 57Q: 3 clusters Score -127123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -127127.179688 Penalty: 2558.176025
	Iteration 58Q: 3 clusters Score -127127.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -127129.585938 Penalty: 2558.176025
	Iteration 59Q: 3 clusters Score -127129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -127130.804688 Penalty: 2558.176025
	Iteration 60F: 3 clusters Score -127130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -127131.859375 Penalty: 2558.176025
	Iteration 61Q: 3 clusters Score -127131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -127132.968750 Penalty: 2558.176025
	Iteration 62Q: 3 clusters Score -127133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -127136.898438 Penalty: 2558.176025
	Iteration 63Q: 3 clusters Score -127136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -127142.492188 Penalty: 2558.176025
	Iteration 64Q: 3 clusters Score -127142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -127145.593750 Penalty: 2558.176025
	Iteration 65Q: 3 clusters Score -127145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -127146.968750 Penalty: 2558.176025
	Iteration 66Q: 3 clusters Score -127147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -127148.101562 Penalty: 2558.176025
	Iteration 67Q: 3 clusters Score -127148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -127149.812500 Penalty: 2558.176025
	Iteration 68Q: 3 clusters Score -127149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -127152.656250 Penalty: 2558.176025
	Iteration 69Q: 3 clusters Score -127152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -127156.062500 Penalty: 2558.176025
	Iteration 70Q: 3 clusters Score -127156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -127159.703125 Penalty: 2558.176025
	Iteration 71Q: 3 clusters Score -127159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -127161.851562 Penalty: 2558.176025
	Iteration 72Q: 3 clusters Score -127161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -127162.656250 Penalty: 2558.176025
	Iteration 73Q: 3 clusters Score -127162.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -127162.656250 Penalty: 2558.176025
	Iteration 74F: 3 clusters Score -127162.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -174940.640625 Penalty: 1332.769775
	Iteration 0F: 2 clusters Score -174940.6 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 1855 members 
Entering Unmasked Estep 
Score: -171836.218750 Penalty: 2665.539551
	Iteration 0F: 3 clusters Score -171836.2 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -172650.937500 Penalty: 2665.539551
	Iteration 1F: 3 clusters Score -172650.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -172813.750000 Penalty: 2665.539551
	Iteration 2F: 3 clusters Score -172813.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -172944.000000 Penalty: 2665.539551
	Iteration 3F: 3 clusters Score -172944 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -173039.390625 Penalty: 2665.539551
	Iteration 4Q: 3 clusters Score -173039.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -173125.703125 Penalty: 2665.539551
	Iteration 5Q: 3 clusters Score -173125.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -173227.750000 Penalty: 2665.539551
	Iteration 6Q: 3 clusters Score -173227.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -173353.718750 Penalty: 2665.539551
	Iteration 7Q: 3 clusters Score -173353.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -173500.281250 Penalty: 2665.539551
	Iteration 8Q: 3 clusters Score -173500.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -173681.843750 Penalty: 2665.539551
	Iteration 9Q: 3 clusters Score -173681.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -173890.859375 Penalty: 2665.539551
	Iteration 10Q: 3 clusters Score -173890.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -174053.046875 Penalty: 2665.539551
	Iteration 11Q: 3 clusters Score -174053 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -174153.515625 Penalty: 2665.539551
	Iteration 12Q: 3 clusters Score -174153.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -174247.390625 Penalty: 2665.539551
	Iteration 13Q: 3 clusters Score -174247.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -174309.046875 Penalty: 2665.539551
	Iteration 14Q: 3 clusters Score -174309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -174344.468750 Penalty: 2665.539551
	Iteration 15Q: 3 clusters Score -174344.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -174379.015625 Penalty: 2665.539551
	Iteration 16Q: 3 clusters Score -174379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -174400.734375 Penalty: 2665.539551
	Iteration 17Q: 3 clusters Score -174400.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -174414.218750 Penalty: 2665.539551
	Iteration 18Q: 3 clusters Score -174414.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -174423.234375 Penalty: 2665.539551
	Iteration 19Q: 3 clusters Score -174423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -174434.734375 Penalty: 2665.539551
	Iteration 20F: 3 clusters Score -174434.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -174444.312500 Penalty: 2665.539551
	Iteration 21Q: 3 clusters Score -174444.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -174452.375000 Penalty: 2665.539551
	Iteration 22Q: 3 clusters Score -174452.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -174460.359375 Penalty: 2665.539551
	Iteration 23Q: 3 clusters Score -174460.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -174466.859375 Penalty: 2665.539551
	Iteration 24Q: 3 clusters Score -174466.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -174471.625000 Penalty: 2665.539551
	Iteration 25Q: 3 clusters Score -174471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -174472.093750 Penalty: 2665.539551
	Iteration 26Q: 3 clusters Score -174472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -174473.687500 Penalty: 2665.539551
	Iteration 27Q: 3 clusters Score -174473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -174475.390625 Penalty: 2665.539551
	Iteration 28Q: 3 clusters Score -174475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -174477.718750 Penalty: 2665.539551
	Iteration 29Q: 3 clusters Score -174477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -174478.437500 Penalty: 2665.539551
	Iteration 30Q: 3 clusters Score -174478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -174478.609375 Penalty: 2665.539551
	Iteration 31Q: 3 clusters Score -174478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -174478.609375 Penalty: 2665.539551
	Iteration 32F: 3 clusters Score -174478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -200107.187500 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -200107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -196754.250000 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -196754.2 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -197615.015625 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -197615 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -197794.031250 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -197794 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -197935.265625 Penalty: 2699.442871
	Iteration 3F: 3 clusters Score -197935.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -198076.468750 Penalty: 2699.442871
	Iteration 4F: 3 clusters Score -198076.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -198229.031250 Penalty: 2699.442871
	Iteration 5F: 3 clusters Score -198229 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -198369.718750 Penalty: 2699.442871
	Iteration 6F: 3 clusters Score -198369.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -198497.296875 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -198497.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -198610.359375 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -198610.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -198716.296875 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -198716.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -198803.625000 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -198803.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -198869.781250 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -198869.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -198927.875000 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -198927.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198962.421875 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -198962.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198987.609375 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -198987.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -199008.187500 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -199008.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -199029.375000 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -199029.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -199042.218750 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -199042.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -199052.359375 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -199052.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -199058.343750 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -199058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199063.906250 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -199063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -199070.296875 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -199070.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -199073.109375 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -199073.1 nChanged 4
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: -199075.468750 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -199075.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -199078.187500 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -199078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -199078.625000 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -199078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199079.375000 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -199079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -199079.734375 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -199079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -199079.734375 Penalty: 2699.442871
	Iteration 28F: 3 clusters Score -199079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -119121.867188 Penalty: 1266.390869
	Iteration 0F: 2 clusters Score -119121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -116731.742188 Penalty: 2532.781738
	Iteration 0F: 3 clusters Score -116731.7 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -117359.273438 Penalty: 2532.781738
	Iteration 1F: 3 clusters Score -117359.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117496.429688 Penalty: 2532.781738
	Iteration 2F: 3 clusters Score -117496.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -117563.218750 Penalty: 2532.781738
	Iteration 3Q: 3 clusters Score -117563.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -117599.304688 Penalty: 2532.781738
	Iteration 4Q: 3 clusters Score -117599.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -117631.242188 Penalty: 2532.781738
	Iteration 5Q: 3 clusters Score -117631.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -117665.695312 Penalty: 2532.781738
	Iteration 6Q: 3 clusters Score -117665.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -117698.789062 Penalty: 2532.781738
	Iteration 7Q: 3 clusters Score -117698.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -117730.953125 Penalty: 2532.781738
	Iteration 8Q: 3 clusters Score -117731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -117750.265625 Penalty: 2532.781738
	Iteration 9Q: 3 clusters Score -117750.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -117768.804688 Penalty: 2532.781738
	Iteration 10Q: 3 clusters Score -117768.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -117788.945312 Penalty: 2532.781738
	Iteration 11Q: 3 clusters Score -117788.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -117811.726562 Penalty: 2532.781738
	Iteration 12Q: 3 clusters Score -117811.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -117831.351562 Penalty: 2532.781738
	Iteration 13Q: 3 clusters Score -117831.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -117854.984375 Penalty: 2532.781738
	Iteration 14Q: 3 clusters Score -117855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -117875.976562 Penalty: 2532.781738
	Iteration 15Q: 3 clusters Score -117876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -117897.195312 Penalty: 2532.781738
	Iteration 16Q: 3 clusters Score -117897.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -117913.710938 Penalty: 2532.781738
	Iteration 17Q: 3 clusters Score -117913.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -117927.320312 Penalty: 2532.781738
	Iteration 18Q: 3 clusters Score -117927.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -117940.398438 Penalty: 2532.781738
	Iteration 19Q: 3 clusters Score -117940.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -117951.320312 Penalty: 2532.781738
	Iteration 20F: 3 clusters Score -117951.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -117961.921875 Penalty: 2532.781738
	Iteration 21Q: 3 clusters Score -117961.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -117972.429688 Penalty: 2532.781738
	Iteration 22Q: 3 clusters Score -117972.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -117980.265625 Penalty: 2532.781738
	Iteration 23Q: 3 clusters Score -117980.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -117993.406250 Penalty: 2532.781738
	Iteration 24Q: 3 clusters Score -117993.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -118003.812500 Penalty: 2532.781738
	Iteration 25Q: 3 clusters Score -118003.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -118019.421875 Penalty: 2532.781738
	Iteration 26Q: 3 clusters Score -118019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -118029.492188 Penalty: 2532.781738
	Iteration 27Q: 3 clusters Score -118029.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -118041.765625 Penalty: 2532.781738
	Iteration 28Q: 3 clusters Score -118041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -118053.390625 Penalty: 2532.781738
	Iteration 29Q: 3 clusters Score -118053.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -118067.796875 Penalty: 2532.781738
	Iteration 30Q: 3 clusters Score -118067.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -118077.632812 Penalty: 2532.781738
	Iteration 31Q: 3 clusters Score -118077.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -118090.343750 Penalty: 2532.781738
	Iteration 32Q: 3 clusters Score -118090.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -118103.914062 Penalty: 2532.781738
	Iteration 33Q: 3 clusters Score -118103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -118116.687500 Penalty: 2532.781738
	Iteration 34Q: 3 clusters Score -118116.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -118126.296875 Penalty: 2532.781738
	Iteration 35Q: 3 clusters Score -118126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -118130.515625 Penalty: 2532.781738
	Iteration 36Q: 3 clusters Score -118130.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -118135.914062 Penalty: 2532.781738
	Iteration 37Q: 3 clusters Score -118135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -118139.710938 Penalty: 2532.781738
	Iteration 38Q: 3 clusters Score -118139.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -118143.171875 Penalty: 2532.781738
	Iteration 39Q: 3 clusters Score -118143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -118150.390625 Penalty: 2532.781738
	Iteration 40F: 3 clusters Score -118150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -118157.890625 Penalty: 2532.781738
	Iteration 41Q: 3 clusters Score -118157.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -118164.453125 Penalty: 2532.781738
	Iteration 42Q: 3 clusters Score -118164.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -118170.234375 Penalty: 2532.781738
	Iteration 43Q: 3 clusters Score -118170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -118177.710938 Penalty: 2532.781738
	Iteration 44Q: 3 clusters Score -118177.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -118185.031250 Penalty: 2532.781738
	Iteration 45Q: 3 clusters Score -118185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -118187.078125 Penalty: 2532.781738
	Iteration 46Q: 3 clusters Score -118187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -118188.351562 Penalty: 2532.781738
	Iteration 47Q: 3 clusters Score -118188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -118190.218750 Penalty: 2532.781738
	Iteration 48Q: 3 clusters Score -118190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -118192.601562 Penalty: 2532.781738
	Iteration 49Q: 3 clusters Score -118192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -118194.101562 Penalty: 2532.781738
	Iteration 50Q: 3 clusters Score -118194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -118197.390625 Penalty: 2532.781738
	Iteration 51Q: 3 clusters Score -118197.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -118201.898438 Penalty: 2532.781738
	Iteration 52Q: 3 clusters Score -118201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -118207.976562 Penalty: 2532.781738
	Iteration 53Q: 3 clusters Score -118208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -118216.187500 Penalty: 2532.781738
	Iteration 54Q: 3 clusters Score -118216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -118222.203125 Penalty: 2532.781738
	Iteration 55Q: 3 clusters Score -118222.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -118228.359375 Penalty: 2532.781738
	Iteration 56Q: 3 clusters Score -118228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -118234.593750 Penalty: 2532.781738
	Iteration 57Q: 3 clusters Score -118234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -118245.625000 Penalty: 2532.781738
	Iteration 58Q: 3 clusters Score -118245.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -118259.531250 Penalty: 2532.781738
	Iteration 59Q: 3 clusters Score -118259.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -118273.992188 Penalty: 2532.781738
	Iteration 60F: 3 clusters Score -118274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -118288.257812 Penalty: 2532.781738
	Iteration 61Q: 3 clusters Score -118288.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -118301.312500 Penalty: 2532.781738
	Iteration 62Q: 3 clusters Score -118301.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -118307.500000 Penalty: 2532.781738
	Iteration 63Q: 3 clusters Score -118307.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -118311.515625 Penalty: 2532.781738
	Iteration 64Q: 3 clusters Score -118311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -118316.312500 Penalty: 2532.781738
	Iteration 65Q: 3 clusters Score -118316.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -118320.132812 Penalty: 2532.781738
	Iteration 66Q: 3 clusters Score -118320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -118324.968750 Penalty: 2532.781738
	Iteration 67Q: 3 clusters Score -118325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -118328.515625 Penalty: 2532.781738
	Iteration 68Q: 3 clusters Score -118328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -118332.062500 Penalty: 2532.781738
	Iteration 69Q: 3 clusters Score -118332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -118335.179688 Penalty: 2532.781738
	Iteration 70Q: 3 clusters Score -118335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -118336.554688 Penalty: 2532.781738
	Iteration 71Q: 3 clusters Score -118336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -118338.000000 Penalty: 2532.781738
	Iteration 72Q: 3 clusters Score -118338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -118339.617188 Penalty: 2532.781738
	Iteration 73Q: 3 clusters Score -118339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -118342.007812 Penalty: 2532.781738
	Iteration 74Q: 3 clusters Score -118342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -118346.781250 Penalty: 2532.781738
	Iteration 75Q: 3 clusters Score -118346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -118351.765625 Penalty: 2532.781738
	Iteration 76Q: 3 clusters Score -118351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -118355.578125 Penalty: 2532.781738
	Iteration 77Q: 3 clusters Score -118355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -118359.140625 Penalty: 2532.781738
	Iteration 78Q: 3 clusters Score -118359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118362.335938 Penalty: 2532.781738
	Iteration 79Q: 3 clusters Score -118362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -118364.593750 Penalty: 2532.781738
	Iteration 80F: 3 clusters Score -118364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -118365.187500 Penalty: 2532.781738
	Iteration 81Q: 3 clusters Score -118365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -118365.265625 Penalty: 2532.781738
	Iteration 82Q: 3 clusters Score -118365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -118365.421875 Penalty: 2532.781738
	Iteration 83Q: 3 clusters Score -118365.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -118365.421875 Penalty: 2532.781738
	Iteration 84F: 3 clusters Score -118365.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Entering Unmasked Estep 
Score: -472993.781250 Penalty: 1490.215942
	Iteration 0F: 2 clusters Score -472993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -466159.593750 Penalty: 2980.431885
	Iteration 0F: 3 clusters Score -466159.6 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -468284.500000 Penalty: 2980.431885
	Iteration 1F: 3 clusters Score -468284.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -468522.343750 Penalty: 2980.431885
	Iteration 2F: 3 clusters Score -468522.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -468764.593750 Penalty: 2980.431885
	Iteration 3F: 3 clusters Score -468764.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -469022.968750 Penalty: 2980.431885
	Iteration 4F: 3 clusters Score -469023 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -469350.781250 Penalty: 2980.431885
	Iteration 5F: 3 clusters Score -469350.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -469738.000000 Penalty: 2980.431885
	Iteration 6F: 3 clusters Score -469738 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -470243.250000 Penalty: 2980.431885
	Iteration 7F: 3 clusters Score -470243.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -470799.593750 Penalty: 2980.431885
	Iteration 8F: 3 clusters Score -470799.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -471199.500000 Penalty: 2980.431885
	Iteration 9Q: 3 clusters Score -471199.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -471483.281250 Penalty: 2980.431885
	Iteration 10Q: 3 clusters Score -471483.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -471639.343750 Penalty: 2980.431885
	Iteration 11Q: 3 clusters Score -471639.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -471716.156250 Penalty: 2980.431885
	Iteration 12Q: 3 clusters Score -471716.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -471762.500000 Penalty: 2980.431885
	Iteration 13Q: 3 clusters Score -471762.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -471785.718750 Penalty: 2980.431885
	Iteration 14Q: 3 clusters Score -471785.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -471799.218750 Penalty: 2980.431885
	Iteration 15Q: 3 clusters Score -471799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -471808.281250 Penalty: 2980.431885
	Iteration 16Q: 3 clusters Score -471808.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -471816.093750 Penalty: 2980.431885
	Iteration 17Q: 3 clusters Score -471816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -471819.000000 Penalty: 2980.431885
	Iteration 18Q: 3 clusters Score -471819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -471821.343750 Penalty: 2980.431885
	Iteration 19Q: 3 clusters Score -471821.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -471826.968750 Penalty: 2980.431885
	Iteration 20F: 3 clusters Score -471827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -471833.562500 Penalty: 2980.431885
	Iteration 21Q: 3 clusters Score -471833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -471837.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -471841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -471843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -471844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -471845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -471846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -471847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -471848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -471849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -471849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
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	Iteration 32F: 3 clusters Score -471849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 361581 members 
Mstep: Class 6 contains 796 members 
Mstep: Class 8 contains 249001 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 22860 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 21079 members 
Mstep: Class 15 contains 69734 members 
Mstep: Class 16 contains 9661 members 
Mstep: Class 18 contains 9360 members 
Mstep: Class 19 contains 18018 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 3647 members 
Mstep: Class 22 contains 4048 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 9610 members 
Entering Unmasked Estep 
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Iteration 239Q: 19 clusters Score -3.751153e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 362646 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 8 contains 248665 members 
Mstep: Class 9 contains 5693 members 
Mstep: Class 10 contains 22366 members 
Mstep: Class 11 contains 2945 members 
Mstep: Class 12 contains 21024 members 
Mstep: Class 15 contains 69535 members 
Mstep: Class 16 contains 9702 members 
Mstep: Class 18 contains 9320 members 
Mstep: Class 19 contains 18142 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 9589 members 
Entering Unmasked Estep 
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Iteration 240F: 19 clusters Score -3.751185e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 363759 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 8 contains 248352 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 21863 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 20966 members 
Mstep: Class 15 contains 69321 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 18258 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 4048 members 
Mstep: Class 23 contains 2391 members 
Mstep: Class 24 contains 9579 members 
Entering Unmasked Estep 
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Iteration 241Q: 19 clusters Score -3.751203e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 364863 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 8 contains 248019 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 21442 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 20904 members 
Mstep: Class 15 contains 69126 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 18 contains 9223 members 
Mstep: Class 19 contains 18336 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 9567 members 
Entering Unmasked Estep 
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Iteration 242Q: 19 clusters Score -3.751223e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 365948 members 
Mstep: Class 6 contains 766 members 
Mstep: Class 8 contains 247669 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 21045 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 20853 members 
Mstep: Class 15 contains 68902 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 18 contains 9171 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 2359 members 
Mstep: Class 24 contains 9555 members 
Entering Unmasked Estep 
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Iteration 243Q: 19 clusters Score -3.751239e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6980 members 
Mstep: Class 3 contains 367013 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 8 contains 247335 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 20701 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 15 contains 68675 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 18442 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 4044 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 9535 members 
Entering Unmasked Estep 
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Iteration 244Q: 19 clusters Score -3.751241e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6968 members 
Mstep: Class 3 contains 368135 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 8 contains 246962 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 20381 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 20733 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 18 contains 9056 members 
Mstep: Class 19 contains 18438 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3669 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 9515 members 
Entering Unmasked Estep 
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Iteration 245Q: 19 clusters Score -3.75126e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6957 members 
Mstep: Class 3 contains 369285 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 8 contains 246550 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 20093 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 20677 members 
Mstep: Class 15 contains 68207 members 
Mstep: Class 16 contains 9675 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 18434 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3676 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 9488 members 
Entering Unmasked Estep 
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Iteration 246Q: 19 clusters Score -3.75126e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 3 contains 370436 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 8 contains 246164 members 
Mstep: Class 9 contains 5731 members 
Mstep: Class 10 contains 19795 members 
Mstep: Class 11 contains 2719 members 
Mstep: Class 12 contains 20621 members 
Mstep: Class 15 contains 67956 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 18431 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 9465 members 
Entering Unmasked Estep 
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Iteration 247Q: 19 clusters Score -3.751272e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 371584 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 8 contains 245747 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 19550 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 20582 members 
Mstep: Class 15 contains 67675 members 
Mstep: Class 16 contains 9616 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 18423 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3680 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 9436 members 
Entering Unmasked Estep 
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Iteration 248Q: 19 clusters Score -3.751292e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6931 members 
Mstep: Class 3 contains 372710 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 8 contains 245365 members 
Mstep: Class 9 contains 5765 members 
Mstep: Class 10 contains 19343 members 
Mstep: Class 11 contains 2649 members 
Mstep: Class 12 contains 20531 members 
Mstep: Class 15 contains 67369 members 
Mstep: Class 16 contains 9590 members 
Mstep: Class 18 contains 8867 members 
Mstep: Class 19 contains 18386 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 9412 members 
Entering Unmasked Estep 
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Iteration 249Q: 19 clusters Score -3.751292e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 373831 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 8 contains 244952 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 19164 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 20482 members 
Mstep: Class 15 contains 67086 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 18 contains 8827 members 
Mstep: Class 19 contains 18337 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 3685 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 9391 members 
Entering Unmasked Estep 
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Iteration 250Q: 19 clusters Score -3.751299e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6906 members 
Mstep: Class 3 contains 374934 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 8 contains 244534 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 19001 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 20433 members 
Mstep: Class 15 contains 66823 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 18 contains 8794 members 
Mstep: Class 19 contains 18287 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 4027 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 9370 members 
Entering Unmasked Estep 
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Iteration 251Q: 19 clusters Score -3.751302e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6893 members 
Mstep: Class 3 contains 376000 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 8 contains 244117 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 18869 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 20386 members 
Mstep: Class 15 contains 66583 members 
Mstep: Class 16 contains 9475 members 
Mstep: Class 18 contains 8756 members 
Mstep: Class 19 contains 18237 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 2249 members 
Mstep: Class 24 contains 9353 members 
Entering Unmasked Estep 
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Iteration 252Q: 19 clusters Score -3.751306e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 377053 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 243675 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 18747 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 20329 members 
Mstep: Class 15 contains 66358 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 18 contains 8730 members 
Mstep: Class 19 contains 18190 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 3703 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 9339 members 
Entering Unmasked Estep 
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Iteration 253Q: 19 clusters Score -3.751333e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 378067 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 8 contains 243270 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 18630 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 20265 members 
Mstep: Class 15 contains 66153 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 18132 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 3714 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 9311 members 
Entering Unmasked Estep 
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Iteration 254Q: 19 clusters Score -3.751336e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6856 members 
Mstep: Class 3 contains 379078 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 8 contains 242884 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 2320 members 
Mstep: Class 12 contains 20207 members 
Mstep: Class 15 contains 65926 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 18062 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 3722 members 
Mstep: Class 22 contains 4013 members 
Mstep: Class 23 contains 2221 members 
Mstep: Class 24 contains 9290 members 
Entering Unmasked Estep 
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Iteration 255Q: 19 clusters Score -3.75135e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 380055 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 8 contains 242483 members 
Mstep: Class 9 contains 5854 members 
Mstep: Class 10 contains 18377 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 20163 members 
Mstep: Class 15 contains 65701 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 18 contains 8627 members 
Mstep: Class 19 contains 18003 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 9269 members 
Entering Unmasked Estep 
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Iteration 256Q: 19 clusters Score -3.751351e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 381071 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 8 contains 242076 members 
Mstep: Class 9 contains 5875 members 
Mstep: Class 10 contains 18241 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 20113 members 
Mstep: Class 15 contains 65484 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 18 contains 8593 members 
Mstep: Class 19 contains 17926 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 3734 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 2198 members 
Mstep: Class 24 contains 9245 members 
Entering Unmasked Estep 
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Iteration 257Q: 19 clusters Score -3.751364e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6818 members 
Mstep: Class 3 contains 382060 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 8 contains 241654 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 18123 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 20069 members 
Mstep: Class 15 contains 65265 members 
Mstep: Class 16 contains 9255 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 17855 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 3741 members 
Mstep: Class 22 contains 4013 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 9224 members 
Entering Unmasked Estep 
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Iteration 258Q: 19 clusters Score -3.751367e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 383026 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 8 contains 241251 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 17996 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 20017 members 
Mstep: Class 15 contains 65048 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 18 contains 8533 members 
Mstep: Class 19 contains 17795 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 4008 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 9210 members 
Entering Unmasked Estep 
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Iteration 259Q: 19 clusters Score -3.75138e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 383986 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 8 contains 240843 members 
Mstep: Class 9 contains 5915 members 
Mstep: Class 10 contains 17862 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 19972 members 
Mstep: Class 15 contains 64845 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 18 contains 8495 members 
Mstep: Class 19 contains 17756 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 3759 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 2182 members 
Mstep: Class 24 contains 9186 members 
Entering Unmasked Estep 
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Iteration 260F: 19 clusters Score -3.751378e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 384937 members 
Mstep: Class 6 contains 721 members 
Mstep: Class 8 contains 240412 members 
Mstep: Class 9 contains 5932 members 
Mstep: Class 10 contains 17749 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 15 contains 64637 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 17704 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 22 contains 4006 members 
Mstep: Class 23 contains 2179 members 
Mstep: Class 24 contains 9164 members 
Entering Unmasked Estep 
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Iteration 261Q: 19 clusters Score -3.751387e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 385910 members 
Mstep: Class 6 contains 718 members 
Mstep: Class 8 contains 239979 members 
Mstep: Class 9 contains 5954 members 
Mstep: Class 10 contains 17628 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 19869 members 
Mstep: Class 15 contains 64428 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 18 contains 8418 members 
Mstep: Class 19 contains 17654 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 2177 members 
Mstep: Class 24 contains 9139 members 
Entering Unmasked Estep 
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Iteration 262Q: 19 clusters Score -3.751384e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6770 members 
Mstep: Class 3 contains 386906 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 8 contains 239555 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 17505 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 19812 members 
Mstep: Class 15 contains 64209 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 18 contains 8374 members 
Mstep: Class 19 contains 17602 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 3780 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 9107 members 
Entering Unmasked Estep 
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Iteration 263Q: 19 clusters Score -3.751387e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 387817 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 8 contains 239145 members 
Mstep: Class 9 contains 5969 members 
Mstep: Class 10 contains 17421 members 
Mstep: Class 11 contains 2134 members 
Mstep: Class 12 contains 19760 members 
Mstep: Class 15 contains 64013 members 
Mstep: Class 16 contains 9028 members 
Mstep: Class 18 contains 8326 members 
Mstep: Class 19 contains 17548 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 3784 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 9083 members 
Entering Unmasked Estep 
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Iteration 264Q: 19 clusters Score -3.751373e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 388734 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 8 contains 238737 members 
Mstep: Class 9 contains 5971 members 
Mstep: Class 10 contains 17343 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 15 contains 63817 members 
Mstep: Class 16 contains 8990 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 17496 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 3792 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 9058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513736.000000 Penalty: 39783.414062
Iteration 265Q: 19 clusters Score -3.751374e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 389653 members 
Mstep: Class 6 contains 705 members 
Mstep: Class 8 contains 238336 members 
Mstep: Class 9 contains 5976 members 
Mstep: Class 10 contains 17265 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 19665 members 
Mstep: Class 15 contains 63644 members 
Mstep: Class 16 contains 8950 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 17426 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 3798 members 
Mstep: Class 22 contains 4003 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513676.000000 Penalty: 39783.414062
Iteration 266Q: 19 clusters Score -3.751368e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 390605 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 8 contains 237918 members 
Mstep: Class 9 contains 5978 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 19610 members 
Mstep: Class 15 contains 63450 members 
Mstep: Class 16 contains 8911 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 3808 members 
Mstep: Class 22 contains 4006 members 
Mstep: Class 23 contains 2161 members 
Mstep: Class 24 contains 9001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513764.000000 Penalty: 39783.414062
Iteration 267Q: 19 clusters Score -3.751376e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 391596 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 8 contains 237500 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 17129 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 19553 members 
Mstep: Class 15 contains 63237 members 
Mstep: Class 16 contains 8872 members 
Mstep: Class 18 contains 8116 members 
Mstep: Class 19 contains 17265 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 3813 members 
Mstep: Class 22 contains 4007 members 
Mstep: Class 23 contains 2152 members 
Mstep: Class 24 contains 8971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513708.000000 Penalty: 39783.414062
Iteration 268Q: 19 clusters Score -3.751371e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 392594 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 8 contains 237085 members 
Mstep: Class 9 contains 5984 members 
Mstep: Class 10 contains 17056 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 19484 members 
Mstep: Class 15 contains 63031 members 
Mstep: Class 16 contains 8831 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 17178 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 3820 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 2149 members 
Mstep: Class 24 contains 8951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513796.000000 Penalty: 39783.414062
Iteration 269Q: 19 clusters Score -3.75138e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 393504 members 
Mstep: Class 6 contains 691 members 
Mstep: Class 8 contains 236710 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 17000 members 
Mstep: Class 11 contains 1981 members 
Mstep: Class 12 contains 19414 members 
Mstep: Class 15 contains 62833 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 18 contains 8016 members 
Mstep: Class 19 contains 17105 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 2146 members 
Mstep: Class 24 contains 8931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513924.000000 Penalty: 39783.414062
Iteration 270Q: 19 clusters Score -3.751392e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 394446 members 
Mstep: Class 6 contains 690 members 
Mstep: Class 8 contains 236318 members 
Mstep: Class 9 contains 5997 members 
Mstep: Class 10 contains 16923 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 19344 members 
Mstep: Class 15 contains 62616 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 17028 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 3830 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513952.000000 Penalty: 39783.414062
Iteration 271Q: 19 clusters Score -3.751395e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 395419 members 
Mstep: Class 6 contains 689 members 
Mstep: Class 8 contains 235921 members 
Mstep: Class 9 contains 6002 members 
Mstep: Class 10 contains 16837 members 
Mstep: Class 11 contains 1954 members 
Mstep: Class 12 contains 19257 members 
Mstep: Class 15 contains 62396 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 16957 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 8888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37513956.000000 Penalty: 39783.414062
Iteration 272Q: 19 clusters Score -3.751396e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 396329 members 
Mstep: Class 6 contains 689 members 
Mstep: Class 8 contains 235581 members 
Mstep: Class 9 contains 6005 members 
Mstep: Class 10 contains 16760 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 19177 members 
Mstep: Class 15 contains 62170 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 16875 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 3834 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 2138 members 
Mstep: Class 24 contains 8876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514008.000000 Penalty: 39783.414062
Iteration 273Q: 19 clusters Score -3.751401e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6670 members 
Mstep: Class 3 contains 397202 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 8 contains 235214 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 16689 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 19104 members 
Mstep: Class 15 contains 61964 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 3836 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2135 members 
Mstep: Class 24 contains 8859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514024.000000 Penalty: 39783.414062
Iteration 274Q: 19 clusters Score -3.751402e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 398020 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 8 contains 234852 members 
Mstep: Class 9 contains 6017 members 
Mstep: Class 10 contains 16620 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 19057 members 
Mstep: Class 15 contains 61776 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 16763 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 3839 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 2132 members 
Mstep: Class 24 contains 8830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514124.000000 Penalty: 39783.414062
Iteration 275Q: 19 clusters Score -3.751412e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 398901 members 
Mstep: Class 6 contains 683 members 
Mstep: Class 8 contains 234464 members 
Mstep: Class 9 contains 6017 members 
Mstep: Class 10 contains 16555 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 12 contains 19001 members 
Mstep: Class 15 contains 61576 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 16708 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 8809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514144.000000 Penalty: 39783.414062
Iteration 276Q: 19 clusters Score -3.751414e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6612 members 
Mstep: Class 3 contains 399732 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 8 contains 234087 members 
Mstep: Class 9 contains 6021 members 
Mstep: Class 10 contains 16494 members 
Mstep: Class 11 contains 1884 members 
Mstep: Class 12 contains 18954 members 
Mstep: Class 15 contains 61398 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 16651 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514112.000000 Penalty: 39783.414062
Iteration 277Q: 19 clusters Score -3.751411e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 400508 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 8 contains 233717 members 
Mstep: Class 9 contains 6029 members 
Mstep: Class 10 contains 16429 members 
Mstep: Class 11 contains 1864 members 
Mstep: Class 12 contains 18920 members 
Mstep: Class 15 contains 61252 members 
Mstep: Class 16 contains 8537 members 
Mstep: Class 18 contains 7734 members 
Mstep: Class 19 contains 16593 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 8780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514064.000000 Penalty: 39783.414062
Iteration 278Q: 19 clusters Score -3.751406e+07 nChanged 883
Entering ConstructFrom: 
Score: -37514064.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -341983.687500 Penalty: 1435.034424
	Iteration 0F: 2 clusters Score -341983.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -336842.593750 Penalty: 2870.068848
	Iteration 0F: 3 clusters Score -336842.6 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -338417.500000 Penalty: 2870.068848
	Iteration 1F: 3 clusters Score -338417.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -338617.718750 Penalty: 2870.068848
	Iteration 2F: 3 clusters Score -338617.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -338832.218750 Penalty: 2870.068848
	Iteration 3F: 3 clusters Score -338832.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -339046.125000 Penalty: 2870.068848
	Iteration 4F: 3 clusters Score -339046.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -339274.500000 Penalty: 2870.068848
	Iteration 5F: 3 clusters Score -339274.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -339505.656250 Penalty: 2870.068848
	Iteration 6F: 3 clusters Score -339505.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -339751.437500 Penalty: 2870.068848
	Iteration 7Q: 3 clusters Score -339751.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -339998.750000 Penalty: 2870.068848
	Iteration 8Q: 3 clusters Score -339998.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -340218.875000 Penalty: 2870.068848
	Iteration 9Q: 3 clusters Score -340218.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -340410.281250 Penalty: 2870.068848
	Iteration 10Q: 3 clusters Score -340410.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -340531.718750 Penalty: 2870.068848
	Iteration 11Q: 3 clusters Score -340531.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -340612.156250 Penalty: 2870.068848
	Iteration 12Q: 3 clusters Score -340612.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -340678.906250 Penalty: 2870.068848
	Iteration 13Q: 3 clusters Score -340678.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -340717.625000 Penalty: 2870.068848
	Iteration 14Q: 3 clusters Score -340717.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -340737.406250 Penalty: 2870.068848
	Iteration 15Q: 3 clusters Score -340737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -340742.656250 Penalty: 2870.068848
	Iteration 16Q: 3 clusters Score -340742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -340745.312500 Penalty: 2870.068848
	Iteration 17Q: 3 clusters Score -340745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -340750.125000 Penalty: 2870.068848
	Iteration 18Q: 3 clusters Score -340750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -340754.656250 Penalty: 2870.068848
	Iteration 19Q: 3 clusters Score -340754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -340755.437500 Penalty: 2870.068848
	Iteration 20F: 3 clusters Score -340755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -340756.281250 Penalty: 2870.068848
	Iteration 21Q: 3 clusters Score -340756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -340756.281250 Penalty: 2870.068848
	Iteration 22F: 3 clusters Score -340756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Entering Unmasked Estep 
Score: -290001.781250 Penalty: 1428.715332
	Iteration 0F: 2 clusters Score -290001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -285052.906250 Penalty: 2857.430664
	Iteration 0F: 3 clusters Score -285052.9 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -286762.406250 Penalty: 2857.430664
	Iteration 1F: 3 clusters Score -286762.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -287238.843750 Penalty: 2857.430664
	Iteration 2F: 3 clusters Score -287238.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -287611.156250 Penalty: 2857.430664
	Iteration 3F: 3 clusters Score -287611.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -287902.250000 Penalty: 2857.430664
	Iteration 4F: 3 clusters Score -287902.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -288144.250000 Penalty: 2857.430664
	Iteration 5F: 3 clusters Score -288144.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -288326.750000 Penalty: 2857.430664
	Iteration 6Q: 3 clusters Score -288326.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -288515.312500 Penalty: 2857.430664
	Iteration 7Q: 3 clusters Score -288515.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -288683.843750 Penalty: 2857.430664
	Iteration 8Q: 3 clusters Score -288683.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -288821.500000 Penalty: 2857.430664
	Iteration 9Q: 3 clusters Score -288821.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -288951.718750 Penalty: 2857.430664
	Iteration 10Q: 3 clusters Score -288951.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -289049.218750 Penalty: 2857.430664
	Iteration 11Q: 3 clusters Score -289049.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -289129.125000 Penalty: 2857.430664
	Iteration 12Q: 3 clusters Score -289129.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -289202.718750 Penalty: 2857.430664
	Iteration 13Q: 3 clusters Score -289202.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -289266.375000 Penalty: 2857.430664
	Iteration 14Q: 3 clusters Score -289266.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -289307.281250 Penalty: 2857.430664
	Iteration 15Q: 3 clusters Score -289307.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -289327.531250 Penalty: 2857.430664
	Iteration 16Q: 3 clusters Score -289327.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -289345.437500 Penalty: 2857.430664
	Iteration 17Q: 3 clusters Score -289345.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -289360.062500 Penalty: 2857.430664
	Iteration 18Q: 3 clusters Score -289360.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -289366.875000 Penalty: 2857.430664
	Iteration 19Q: 3 clusters Score -289366.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -289370.937500 Penalty: 2857.430664
	Iteration 20F: 3 clusters Score -289370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -289375.781250 Penalty: 2857.430664
	Iteration 21Q: 3 clusters Score -289375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -289381.250000 Penalty: 2857.430664
	Iteration 22Q: 3 clusters Score -289381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -289389.593750 Penalty: 2857.430664
	Iteration 23Q: 3 clusters Score -289389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -289391.250000 Penalty: 2857.430664
	Iteration 24Q: 3 clusters Score -289391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -289391.906250 Penalty: 2857.430664
	Iteration 25Q: 3 clusters Score -289391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -289393.531250 Penalty: 2857.430664
	Iteration 26Q: 3 clusters Score -289393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -289393.531250 Penalty: 2857.430664
	Iteration 27F: 3 clusters Score -289393.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (401286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401286 members 
Entering Unmasked Estep 
Score: -18985234.000000 Penalty: 2096.644775
	Iteration 0F: 2 clusters Score -1.898523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200363 members 
Mstep: Class 2 contains 200923 members 
Entering Unmasked Estep 
Score: -18714502.000000 Penalty: 4193.289551
	Iteration 0F: 3 clusters Score -1.87145e+07 nChanged 195757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196808 members 
Mstep: Class 2 contains 204478 members 
Entering Unmasked Estep 
Score: -18831492.000000 Penalty: 4193.289551
	Iteration 1F: 3 clusters Score -1.883149e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193801 members 
Mstep: Class 2 contains 207485 members 
Entering Unmasked Estep 
Score: -18833428.000000 Penalty: 4193.289551
	Iteration 2Q: 3 clusters Score -1.883343e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189001 members 
Mstep: Class 2 contains 212285 members 
Entering Unmasked Estep 
Score: -18836210.000000 Penalty: 4193.289551
	Iteration 3Q: 3 clusters Score -1.883621e+07 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181514 members 
Mstep: Class 2 contains 219772 members 
Entering Unmasked Estep 
Score: -18840452.000000 Penalty: 4193.289551
	Iteration 4Q: 3 clusters Score -1.884045e+07 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 231042 members 
Entering Unmasked Estep 
Score: -18847586.000000 Penalty: 4193.289551
	Iteration 5Q: 3 clusters Score -1.884759e+07 nChanged 19774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 247216 members 
Entering Unmasked Estep 
Score: -18858520.000000 Penalty: 4193.289551
	Iteration 6Q: 3 clusters Score -1.885852e+07 nChanged 23941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132829 members 
Mstep: Class 2 contains 268457 members 
Entering Unmasked Estep 
Score: -18874574.000000 Penalty: 4193.289551
	Iteration 7F: 3 clusters Score -1.887457e+07 nChanged 27073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 293486 members 
Entering Unmasked Estep 
Score: -18895118.000000 Penalty: 4193.289551
	Iteration 8F: 3 clusters Score -1.889512e+07 nChanged 26987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 319089 members 
Entering Unmasked Estep 
Score: -18917348.000000 Penalty: 4193.289551
	Iteration 9F: 3 clusters Score -1.891735e+07 nChanged 23401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 341602 members 
Entering Unmasked Estep 
Score: -18936748.000000 Penalty: 4193.289551
	Iteration 10F: 3 clusters Score -1.893675e+07 nChanged 18460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 359552 members 
Entering Unmasked Estep 
Score: -18951824.000000 Penalty: 4193.289551
	Iteration 11Q: 3 clusters Score -1.895182e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 373148 members 
Entering Unmasked Estep 
Score: -18962460.000000 Penalty: 4193.289551
	Iteration 12Q: 3 clusters Score -1.896246e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 383141 members 
Entering Unmasked Estep 
Score: -18970074.000000 Penalty: 4193.289551
	Iteration 13Q: 3 clusters Score -1.897007e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 390368 members 
Entering Unmasked Estep 
Score: -18975540.000000 Penalty: 4193.289551
	Iteration 14Q: 3 clusters Score -1.897554e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 395163 members 
Entering Unmasked Estep 
Score: -18979232.000000 Penalty: 4193.289551
	Iteration 15Q: 3 clusters Score -1.897923e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 397988 members 
Entering Unmasked Estep 
Score: -18981236.000000 Penalty: 4193.289551
	Iteration 16Q: 3 clusters Score -1.898124e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 399472 members 
Entering Unmasked Estep 
Score: -18982312.000000 Penalty: 4193.289551
	Iteration 17Q: 3 clusters Score -1.898231e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 400204 members 
Entering Unmasked Estep 
Score: -18982844.000000 Penalty: 4193.289551
	Iteration 18Q: 3 clusters Score -1.898284e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 400542 members 
Entering Unmasked Estep 
Score: -18983096.000000 Penalty: 4193.289551
	Iteration 19Q: 3 clusters Score -1.89831e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 400705 members 
Entering Unmasked Estep 
Score: -18983262.000000 Penalty: 4193.289551
	Iteration 20F: 3 clusters Score -1.898326e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400789 members 
Entering Unmasked Estep 
Score: -18983344.000000 Penalty: 4193.289551
	Iteration 21Q: 3 clusters Score -1.898334e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 400842 members 
Entering Unmasked Estep 
Score: -18983412.000000 Penalty: 4193.289551
	Iteration 22Q: 3 clusters Score -1.898341e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 400881 members 
Entering Unmasked Estep 
Score: -18983460.000000 Penalty: 4193.289551
	Iteration 23Q: 3 clusters Score -1.898346e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 400902 members 
Entering Unmasked Estep 
Score: -18983484.000000 Penalty: 4193.289551
	Iteration 24Q: 3 clusters Score -1.898348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 400914 members 
Entering Unmasked Estep 
Score: -18983508.000000 Penalty: 4193.289551
	Iteration 25Q: 3 clusters Score -1.898351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 400921 members 
Entering Unmasked Estep 
Score: -18983530.000000 Penalty: 4193.289551
	Iteration 26Q: 3 clusters Score -1.898353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 400933 members 
Entering Unmasked Estep 
Score: -18983540.000000 Penalty: 4193.289551
	Iteration 27Q: 3 clusters Score -1.898354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 400937 members 
Entering Unmasked Estep 
Score: -18983548.000000 Penalty: 4193.289551
	Iteration 28Q: 3 clusters Score -1.898355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 400943 members 
Entering Unmasked Estep 
Score: -18983566.000000 Penalty: 4193.289551
	Iteration 29Q: 3 clusters Score -1.898357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 400948 members 
Entering Unmasked Estep 
Score: -18983568.000000 Penalty: 4193.289551
	Iteration 30Q: 3 clusters Score -1.898357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400950 members 
Entering Unmasked Estep 
Score: -18983568.000000 Penalty: 4193.289551
	Iteration 31Q: 3 clusters Score -1.898357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 400952 members 
Entering Unmasked Estep 
Score: -18983560.000000 Penalty: 4193.289551
	Iteration 32Q: 3 clusters Score -1.898356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400955 members 
Entering Unmasked Estep 
Score: -18983558.000000 Penalty: 4193.289551
	Iteration 33Q: 3 clusters Score -1.898356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400957 members 
Entering Unmasked Estep 
Score: -18983560.000000 Penalty: 4193.289551
	Iteration 34Q: 3 clusters Score -1.898356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 400958 members 
Entering Unmasked Estep 
Score: -18983560.000000 Penalty: 4193.289551
	Iteration 35Q: 3 clusters Score -1.898356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 400958 members 
Entering Unmasked Estep 
Score: -18983560.000000 Penalty: 4193.289551
	Iteration 36Q: 3 clusters Score -1.898356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400957 members 
Entering Unmasked Estep 
Score: -18983568.000000 Penalty: 4193.289551
	Iteration 37Q: 3 clusters Score -1.898357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400957 members 
Entering Unmasked Estep 
Score: -18983568.000000 Penalty: 4193.289551
	Iteration 38F: 3 clusters Score -1.898357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -30827.781250 Penalty: 1058.640869
	Iteration 0F: 2 clusters Score -30827.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29618.287109 Penalty: 2117.281738
	Iteration 0F: 3 clusters Score -29618.29 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29785.953125 Penalty: 2117.281738
	Iteration 1F: 3 clusters Score -29785.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29834.544922 Penalty: 2117.281738
	Iteration 2F: 3 clusters Score -29834.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29866.757812 Penalty: 2117.281738
	Iteration 3Q: 3 clusters Score -29866.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29882.558594 Penalty: 2117.281738
	Iteration 4Q: 3 clusters Score -29882.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29888.154297 Penalty: 2117.281738
	Iteration 5Q: 3 clusters Score -29888.15 nChanged 5
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: -29895.173828 Penalty: 2117.281738
	Iteration 6Q: 3 clusters Score -29895.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -29904.462891 Penalty: 2117.281738
	Iteration 7Q: 3 clusters Score -29904.46 nChanged 3
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: -29907.693359 Penalty: 2117.281738
	Iteration 8Q: 3 clusters Score -29907.69 nChanged 0
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: -29907.693359 Penalty: 2117.281738
	Iteration 9F: 3 clusters Score -29907.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (233356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233356 members 
Entering Unmasked Estep 
Score: -11374078.000000 Penalty: 2008.552002
	Iteration 0F: 2 clusters Score -1.137408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116560 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -11217056.000000 Penalty: 4017.104004
	Iteration 0F: 3 clusters Score -1.121706e+07 nChanged 113279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -11284316.000000 Penalty: 4017.104004
	Iteration 1F: 3 clusters Score -1.128432e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 124553 members 
Entering Unmasked Estep 
Score: -11285804.000000 Penalty: 4017.104004
	Iteration 2Q: 3 clusters Score -1.12858e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 128789 members 
Entering Unmasked Estep 
Score: -11287850.000000 Penalty: 4017.104004
	Iteration 3Q: 3 clusters Score -1.128785e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 135311 members 
Entering Unmasked Estep 
Score: -11291309.000000 Penalty: 4017.104004
	Iteration 4Q: 3 clusters Score -1.129131e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -11296900.000000 Penalty: 4017.104004
	Iteration 5F: 3 clusters Score -1.12969e+07 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -11305656.000000 Penalty: 4017.104004
	Iteration 6F: 3 clusters Score -1.130566e+07 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -11319123.000000 Penalty: 4017.104004
	Iteration 7F: 3 clusters Score -1.131912e+07 nChanged 18224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 192640 members 
Entering Unmasked Estep 
Score: -11336233.000000 Penalty: 4017.104004
	Iteration 8F: 3 clusters Score -1.133623e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 207656 members 
Entering Unmasked Estep 
Score: -11352156.000000 Penalty: 4017.104004
	Iteration 9F: 3 clusters Score -1.135216e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 216375 members 
Entering Unmasked Estep 
Score: -11362517.000000 Penalty: 4017.104004
	Iteration 10Q: 3 clusters Score -1.136252e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 220277 members 
Entering Unmasked Estep 
Score: -11367402.000000 Penalty: 4017.104004
	Iteration 11Q: 3 clusters Score -1.13674e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 222293 members 
Entering Unmasked Estep 
Score: -11369289.000000 Penalty: 4017.104004
	Iteration 12Q: 3 clusters Score -1.136929e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 223751 members 
Entering Unmasked Estep 
Score: -11370261.000000 Penalty: 4017.104004
	Iteration 13Q: 3 clusters Score -1.137026e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 224962 members 
Entering Unmasked Estep 
Score: -11370887.000000 Penalty: 4017.104004
	Iteration 14Q: 3 clusters Score -1.137089e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 225974 members 
Entering Unmasked Estep 
Score: -11371357.000000 Penalty: 4017.104004
	Iteration 15Q: 3 clusters Score -1.137136e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 226801 members 
Entering Unmasked Estep 
Score: -11371632.000000 Penalty: 4017.104004
	Iteration 16Q: 3 clusters Score -1.137163e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 227464 members 
Entering Unmasked Estep 
Score: -11371938.000000 Penalty: 4017.104004
	Iteration 17Q: 3 clusters Score -1.137194e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 227976 members 
Entering Unmasked Estep 
Score: -11372097.000000 Penalty: 4017.104004
	Iteration 18Q: 3 clusters Score -1.13721e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 228417 members 
Entering Unmasked Estep 
Score: -11372280.000000 Penalty: 4017.104004
	Iteration 19Q: 3 clusters Score -1.137228e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 228781 members 
Entering Unmasked Estep 
Score: -11372376.000000 Penalty: 4017.104004
	Iteration 20F: 3 clusters Score -1.137238e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 229061 members 
Entering Unmasked Estep 
Score: -11372430.000000 Penalty: 4017.104004
	Iteration 21Q: 3 clusters Score -1.137243e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 229302 members 
Entering Unmasked Estep 
Score: -11372473.000000 Penalty: 4017.104004
	Iteration 22Q: 3 clusters Score -1.137247e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 229492 members 
Entering Unmasked Estep 
Score: -11372570.000000 Penalty: 4017.104004
	Iteration 23Q: 3 clusters Score -1.137257e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 229666 members 
Entering Unmasked Estep 
Score: -11372586.000000 Penalty: 4017.104004
	Iteration 24Q: 3 clusters Score -1.137259e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 229829 members 
Entering Unmasked Estep 
Score: -11372625.000000 Penalty: 4017.104004
	Iteration 25Q: 3 clusters Score -1.137262e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 229979 members 
Entering Unmasked Estep 
Score: -11372663.000000 Penalty: 4017.104004
	Iteration 26Q: 3 clusters Score -1.137266e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 230102 members 
Entering Unmasked Estep 
Score: -11372702.000000 Penalty: 4017.104004
	Iteration 27Q: 3 clusters Score -1.13727e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 230214 members 
Entering Unmasked Estep 
Score: -11372762.000000 Penalty: 4017.104004
	Iteration 28Q: 3 clusters Score -1.137276e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 230312 members 
Entering Unmasked Estep 
Score: -11372802.000000 Penalty: 4017.104004
	Iteration 29Q: 3 clusters Score -1.13728e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 230406 members 
Entering Unmasked Estep 
Score: -11372803.000000 Penalty: 4017.104004
	Iteration 30Q: 3 clusters Score -1.13728e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 230482 members 
Entering Unmasked Estep 
Score: -11372824.000000 Penalty: 4017.104004
	Iteration 31Q: 3 clusters Score -1.137282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 230553 members 
Entering Unmasked Estep 
Score: -11372870.000000 Penalty: 4017.104004
	Iteration 32Q: 3 clusters Score -1.137287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 230604 members 
Entering Unmasked Estep 
Score: -11372867.000000 Penalty: 4017.104004
	Iteration 33Q: 3 clusters Score -1.137287e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 230657 members 
Entering Unmasked Estep 
Score: -11372882.000000 Penalty: 4017.104004
	Iteration 34Q: 3 clusters Score -1.137288e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 230695 members 
Entering Unmasked Estep 
Score: -11372876.000000 Penalty: 4017.104004
	Iteration 35Q: 3 clusters Score -1.137288e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 230733 members 
Entering Unmasked Estep 
Score: -11372880.000000 Penalty: 4017.104004
	Iteration 36Q: 3 clusters Score -1.137288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 230768 members 
Entering Unmasked Estep 
Score: -11372867.000000 Penalty: 4017.104004
	Iteration 37Q: 3 clusters Score -1.137287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 230805 members 
Entering Unmasked Estep 
Score: -11372893.000000 Penalty: 4017.104004
	Iteration 38Q: 3 clusters Score -1.137289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 230828 members 
Entering Unmasked Estep 
Score: -11372889.000000 Penalty: 4017.104004
	Iteration 39Q: 3 clusters Score -1.137289e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 230848 members 
Entering Unmasked Estep 
Score: -11372909.000000 Penalty: 4017.104004
	Iteration 40F: 3 clusters Score -1.137291e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 230876 members 
Entering Unmasked Estep 
Score: -11372907.000000 Penalty: 4017.104004
	Iteration 41Q: 3 clusters Score -1.137291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 230905 members 
Entering Unmasked Estep 
Score: -11372913.000000 Penalty: 4017.104004
	Iteration 42Q: 3 clusters Score -1.137291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 230933 members 
Entering Unmasked Estep 
Score: -11372905.000000 Penalty: 4017.104004
	Iteration 43Q: 3 clusters Score -1.13729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 230958 members 
Entering Unmasked Estep 
Score: -11372926.000000 Penalty: 4017.104004
	Iteration 44Q: 3 clusters Score -1.137293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 230972 members 
Entering Unmasked Estep 
Score: -11372923.000000 Penalty: 4017.104004
	Iteration 45Q: 3 clusters Score -1.137292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 230987 members 
Entering Unmasked Estep 
Score: -11372940.000000 Penalty: 4017.104004
	Iteration 46Q: 3 clusters Score -1.137294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 230996 members 
Entering Unmasked Estep 
Score: -11372938.000000 Penalty: 4017.104004
	Iteration 47Q: 3 clusters Score -1.137294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 231003 members 
Entering Unmasked Estep 
Score: -11372949.000000 Penalty: 4017.104004
	Iteration 48Q: 3 clusters Score -1.137295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 231013 members 
Entering Unmasked Estep 
Score: -11372951.000000 Penalty: 4017.104004
	Iteration 49Q: 3 clusters Score -1.137295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 231023 members 
Entering Unmasked Estep 
Score: -11372956.000000 Penalty: 4017.104004
	Iteration 50Q: 3 clusters Score -1.137296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 231033 members 
Entering Unmasked Estep 
Score: -11372956.000000 Penalty: 4017.104004
	Iteration 51Q: 3 clusters Score -1.137296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 231047 members 
Entering Unmasked Estep 
Score: -11372959.000000 Penalty: 4017.104004
	Iteration 52Q: 3 clusters Score -1.137296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 231056 members 
Entering Unmasked Estep 
Score: -11372951.000000 Penalty: 4017.104004
	Iteration 53Q: 3 clusters Score -1.137295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 231061 members 
Entering Unmasked Estep 
Score: -11372951.000000 Penalty: 4017.104004
	Iteration 54Q: 3 clusters Score -1.137295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 231066 members 
Entering Unmasked Estep 
Score: -11372958.000000 Penalty: 4017.104004
	Iteration 55Q: 3 clusters Score -1.137296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 231069 members 
Entering Unmasked Estep 
Score: -11372962.000000 Penalty: 4017.104004
	Iteration 56Q: 3 clusters Score -1.137296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 231072 members 
Entering Unmasked Estep 
Score: -11372959.000000 Penalty: 4017.104004
	Iteration 57Q: 3 clusters Score -1.137296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 231080 members 
Entering Unmasked Estep 
Score: -11372962.000000 Penalty: 4017.104004
	Iteration 58Q: 3 clusters Score -1.137296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 231084 members 
Entering Unmasked Estep 
Score: -11372950.000000 Penalty: 4017.104004
	Iteration 59Q: 3 clusters Score -1.137295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 231088 members 
Entering Unmasked Estep 
Score: -11372961.000000 Penalty: 4017.104004
	Iteration 60F: 3 clusters Score -1.137296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 231089 members 
Entering Unmasked Estep 
Score: -11372960.000000 Penalty: 4017.104004
	Iteration 61Q: 3 clusters Score -1.137296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 231090 members 
Entering Unmasked Estep 
Score: -11372962.000000 Penalty: 4017.104004
	Iteration 62Q: 3 clusters Score -1.137296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 231091 members 
Entering Unmasked Estep 
Score: -11372959.000000 Penalty: 4017.104004
	Iteration 63Q: 3 clusters Score -1.137296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 231092 members 
Entering Unmasked Estep 
Score: -11372963.000000 Penalty: 4017.104004
	Iteration 64Q: 3 clusters Score -1.137296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 231094 members 
Entering Unmasked Estep 
Score: -11372965.000000 Penalty: 4017.104004
	Iteration 65Q: 3 clusters Score -1.137296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 231096 members 
Entering Unmasked Estep 
Score: -11372963.000000 Penalty: 4017.104004
	Iteration 66Q: 3 clusters Score -1.137296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 231096 members 
Entering Unmasked Estep 
Score: -11372963.000000 Penalty: 4017.104004
	Iteration 67F: 3 clusters Score -1.137296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -312622.718750 Penalty: 1414.589478
	Iteration 0F: 2 clusters Score -312622.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -307986.218750 Penalty: 2829.178955
	Iteration 0F: 3 clusters Score -307986.2 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -309257.500000 Penalty: 2829.178955
	Iteration 1F: 3 clusters Score -309257.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -309436.281250 Penalty: 2829.178955
	Iteration 2F: 3 clusters Score -309436.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -309539.156250 Penalty: 2829.178955
	Iteration 3Q: 3 clusters Score -309539.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -309625.531250 Penalty: 2829.178955
	Iteration 4Q: 3 clusters Score -309625.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -309695.843750 Penalty: 2829.178955
	Iteration 5Q: 3 clusters Score -309695.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -309761.875000 Penalty: 2829.178955
	Iteration 6Q: 3 clusters Score -309761.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -309849.343750 Penalty: 2829.178955
	Iteration 7Q: 3 clusters Score -309849.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -309952.812500 Penalty: 2829.178955
	Iteration 8Q: 3 clusters Score -309952.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -310088.593750 Penalty: 2829.178955
	Iteration 9Q: 3 clusters Score -310088.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -310235.000000 Penalty: 2829.178955
	Iteration 10Q: 3 clusters Score -310235 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -310372.531250 Penalty: 2829.178955
	Iteration 11Q: 3 clusters Score -310372.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -310525.281250 Penalty: 2829.178955
	Iteration 12Q: 3 clusters Score -310525.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -310703.031250 Penalty: 2829.178955
	Iteration 13Q: 3 clusters Score -310703 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -310856.031250 Penalty: 2829.178955
	Iteration 14Q: 3 clusters Score -310856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -310997.312500 Penalty: 2829.178955
	Iteration 15Q: 3 clusters Score -310997.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -311085.687500 Penalty: 2829.178955
	Iteration 16Q: 3 clusters Score -311085.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -311165.750000 Penalty: 2829.178955
	Iteration 17Q: 3 clusters Score -311165.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -311234.468750 Penalty: 2829.178955
	Iteration 18Q: 3 clusters Score -311234.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -311282.937500 Penalty: 2829.178955
	Iteration 19Q: 3 clusters Score -311282.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -311310.656250 Penalty: 2829.178955
	Iteration 20F: 3 clusters Score -311310.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -311320.375000 Penalty: 2829.178955
	Iteration 21Q: 3 clusters Score -311320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -311326.968750 Penalty: 2829.178955
	Iteration 22Q: 3 clusters Score -311327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -311330.500000 Penalty: 2829.178955
	Iteration 23Q: 3 clusters Score -311330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -311330.500000 Penalty: 2829.178955
	Iteration 24F: 3 clusters Score -311330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Entering Unmasked Estep 
Score: -807250.375000 Penalty: 1576.641846
	Iteration 0F: 2 clusters Score -807250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -795880.375000 Penalty: 3153.283691
	Iteration 0F: 3 clusters Score -795880.4 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -799856.250000 Penalty: 3153.283691
	Iteration 1F: 3 clusters Score -799856.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -800152.312500 Penalty: 3153.283691
	Iteration 2F: 3 clusters Score -800152.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -800443.937500 Penalty: 3153.283691
	Iteration 3Q: 3 clusters Score -800443.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -800779.062500 Penalty: 3153.283691
	Iteration 4Q: 3 clusters Score -800779.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -801205.000000 Penalty: 3153.283691
	Iteration 5Q: 3 clusters Score -801205 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -801746.375000 Penalty: 3153.283691
	Iteration 6F: 3 clusters Score -801746.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -802442.187500 Penalty: 3153.283691
	Iteration 7F: 3 clusters Score -802442.2 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -803325.562500 Penalty: 3153.283691
	Iteration 8F: 3 clusters Score -803325.6 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -804275.000000 Penalty: 3153.283691
	Iteration 9F: 3 clusters Score -804275 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -804939.937500 Penalty: 3153.283691
	Iteration 10F: 3 clusters Score -804939.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -805264.250000 Penalty: 3153.283691
	Iteration 11Q: 3 clusters Score -805264.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -805422.000000 Penalty: 3153.283691
	Iteration 12Q: 3 clusters Score -805422 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -805524.312500 Penalty: 3153.283691
	Iteration 13Q: 3 clusters Score -805524.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -805598.312500 Penalty: 3153.283691
	Iteration 14Q: 3 clusters Score -805598.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -805644.187500 Penalty: 3153.283691
	Iteration 15Q: 3 clusters Score -805644.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -805688.437500 Penalty: 3153.283691
	Iteration 16Q: 3 clusters Score -805688.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -805730.562500 Penalty: 3153.283691
	Iteration 17Q: 3 clusters Score -805730.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -805762.562500 Penalty: 3153.283691
	Iteration 18Q: 3 clusters Score -805762.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -805784.875000 Penalty: 3153.283691
	Iteration 19Q: 3 clusters Score -805784.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -805800.187500 Penalty: 3153.283691
	Iteration 20F: 3 clusters Score -805800.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -805812.750000 Penalty: 3153.283691
	Iteration 21Q: 3 clusters Score -805812.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -805831.312500 Penalty: 3153.283691
	Iteration 22Q: 3 clusters Score -805831.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -805846.875000 Penalty: 3153.283691
	Iteration 23Q: 3 clusters Score -805846.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -805857.062500 Penalty: 3153.283691
	Iteration 24Q: 3 clusters Score -805857.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -805872.125000 Penalty: 3153.283691
	Iteration 25Q: 3 clusters Score -805872.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -805885.625000 Penalty: 3153.283691
	Iteration 26Q: 3 clusters Score -805885.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -805895.250000 Penalty: 3153.283691
	Iteration 27Q: 3 clusters Score -805895.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -805905.000000 Penalty: 3153.283691
	Iteration 28Q: 3 clusters Score -805905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -805910.562500 Penalty: 3153.283691
	Iteration 29Q: 3 clusters Score -805910.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -805913.312500 Penalty: 3153.283691
	Iteration 30Q: 3 clusters Score -805913.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -805916.750000 Penalty: 3153.283691
	Iteration 31Q: 3 clusters Score -805916.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -805921.000000 Penalty: 3153.283691
	Iteration 32Q: 3 clusters Score -805921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -805924.687500 Penalty: 3153.283691
	Iteration 33Q: 3 clusters Score -805924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -805925.312500 Penalty: 3153.283691
	Iteration 34Q: 3 clusters Score -805925.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -805926.750000 Penalty: 3153.283691
	Iteration 35Q: 3 clusters Score -805926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -805926.000000 Penalty: 3153.283691
	Iteration 36Q: 3 clusters Score -805926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -805929.687500 Penalty: 3153.283691
	Iteration 37Q: 3 clusters Score -805929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -805930.187500 Penalty: 3153.283691
	Iteration 38Q: 3 clusters Score -805930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -805933.062500 Penalty: 3153.283691
	Iteration 39Q: 3 clusters Score -805933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -805933.937500 Penalty: 3153.283691
	Iteration 40F: 3 clusters Score -805933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -805935.062500 Penalty: 3153.283691
	Iteration 41Q: 3 clusters Score -805935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -805936.625000 Penalty: 3153.283691
	Iteration 42Q: 3 clusters Score -805936.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -805937.562500 Penalty: 3153.283691
	Iteration 43Q: 3 clusters Score -805937.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -805942.562500 Penalty: 3153.283691
	Iteration 44Q: 3 clusters Score -805942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -805944.437500 Penalty: 3153.283691
	Iteration 45Q: 3 clusters Score -805944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -805943.875000 Penalty: 3153.283691
	Iteration 46Q: 3 clusters Score -805943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -805945.125000 Penalty: 3153.283691
	Iteration 47Q: 3 clusters Score -805945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -805946.562500 Penalty: 3153.283691
	Iteration 48Q: 3 clusters Score -805946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -805945.500000 Penalty: 3153.283691
	Iteration 49Q: 3 clusters Score -805945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -805946.000000 Penalty: 3153.283691
	Iteration 50Q: 3 clusters Score -805946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -805946.000000 Penalty: 3153.283691
	Iteration 51F: 3 clusters Score -805946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -98673.218750 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -98673.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -96675.937500 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -96675.94 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97091.921875 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -97091.92 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -97174.195312 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -97174.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -97213.601562 Penalty: 2444.955811
	Iteration 3Q: 3 clusters Score -97213.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -97242.593750 Penalty: 2444.955811
	Iteration 4Q: 3 clusters Score -97242.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -97273.687500 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -97273.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -97291.671875 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -97291.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -97303.492188 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -97303.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97310.796875 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -97310.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97318.015625 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -97318.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -97327.062500 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -97327.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -97334.757812 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -97334.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -97337.687500 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -97337.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -97339.093750 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -97339.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97339.351562 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -97339.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97339.351562 Penalty: 2444.955811
	Iteration 15F: 3 clusters Score -97339.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Entering Unmasked Estep 
Score: -929022.812500 Penalty: 1599.952026
	Iteration 0F: 2 clusters Score -929022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -916166.125000 Penalty: 3199.904053
	Iteration 0F: 3 clusters Score -916166.1 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -921069.562500 Penalty: 3199.904053
	Iteration 1F: 3 clusters Score -921069.6 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -921729.437500 Penalty: 3199.904053
	Iteration 2F: 3 clusters Score -921729.4 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -922426.437500 Penalty: 3199.904053
	Iteration 3F: 3 clusters Score -922426.4 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -923278.062500 Penalty: 3199.904053
	Iteration 4F: 3 clusters Score -923278.1 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -924332.375000 Penalty: 3199.904053
	Iteration 5F: 3 clusters Score -924332.4 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -925458.062500 Penalty: 3199.904053
	Iteration 6F: 3 clusters Score -925458.1 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -926363.125000 Penalty: 3199.904053
	Iteration 7F: 3 clusters Score -926363.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -926906.562500 Penalty: 3199.904053
	Iteration 8Q: 3 clusters Score -926906.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -927147.125000 Penalty: 3199.904053
	Iteration 9Q: 3 clusters Score -927147.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -927261.625000 Penalty: 3199.904053
	Iteration 10Q: 3 clusters Score -927261.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -927328.187500 Penalty: 3199.904053
	Iteration 11Q: 3 clusters Score -927328.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -927366.687500 Penalty: 3199.904053
	Iteration 12Q: 3 clusters Score -927366.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -927391.750000 Penalty: 3199.904053
	Iteration 13Q: 3 clusters Score -927391.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -927416.687500 Penalty: 3199.904053
	Iteration 14Q: 3 clusters Score -927416.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -927443.062500 Penalty: 3199.904053
	Iteration 15Q: 3 clusters Score -927443.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -927458.625000 Penalty: 3199.904053
	Iteration 16Q: 3 clusters Score -927458.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -927471.500000 Penalty: 3199.904053
	Iteration 17Q: 3 clusters Score -927471.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -927490.562500 Penalty: 3199.904053
	Iteration 18Q: 3 clusters Score -927490.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -927513.062500 Penalty: 3199.904053
	Iteration 19Q: 3 clusters Score -927513.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -927534.625000 Penalty: 3199.904053
	Iteration 20F: 3 clusters Score -927534.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -927556.250000 Penalty: 3199.904053
	Iteration 21Q: 3 clusters Score -927556.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -927570.625000 Penalty: 3199.904053
	Iteration 22Q: 3 clusters Score -927570.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -927586.312500 Penalty: 3199.904053
	Iteration 23Q: 3 clusters Score -927586.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -927595.562500 Penalty: 3199.904053
	Iteration 24Q: 3 clusters Score -927595.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -927620.250000 Penalty: 3199.904053
	Iteration 25Q: 3 clusters Score -927620.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -927641.375000 Penalty: 3199.904053
	Iteration 26Q: 3 clusters Score -927641.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -927655.125000 Penalty: 3199.904053
	Iteration 27Q: 3 clusters Score -927655.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -927661.687500 Penalty: 3199.904053
	Iteration 28Q: 3 clusters Score -927661.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -927668.062500 Penalty: 3199.904053
	Iteration 29Q: 3 clusters Score -927668.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -927671.562500 Penalty: 3199.904053
	Iteration 30Q: 3 clusters Score -927671.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -927678.500000 Penalty: 3199.904053
	Iteration 31Q: 3 clusters Score -927678.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -927680.687500 Penalty: 3199.904053
	Iteration 32Q: 3 clusters Score -927680.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -927686.687500 Penalty: 3199.904053
	Iteration 33Q: 3 clusters Score -927686.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -927695.750000 Penalty: 3199.904053
	Iteration 34Q: 3 clusters Score -927695.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -927700.250000 Penalty: 3199.904053
	Iteration 35Q: 3 clusters Score -927700.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -927704.250000 Penalty: 3199.904053
	Iteration 36Q: 3 clusters Score -927704.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -927709.312500 Penalty: 3199.904053
	Iteration 37Q: 3 clusters Score -927709.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -927718.312500 Penalty: 3199.904053
	Iteration 38Q: 3 clusters Score -927718.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -927725.812500 Penalty: 3199.904053
	Iteration 39Q: 3 clusters Score -927725.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -927728.437500 Penalty: 3199.904053
	Iteration 40F: 3 clusters Score -927728.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -927733.875000 Penalty: 3199.904053
	Iteration 41Q: 3 clusters Score -927733.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -927734.687500 Penalty: 3199.904053
	Iteration 42Q: 3 clusters Score -927734.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -927735.062500 Penalty: 3199.904053
	Iteration 43Q: 3 clusters Score -927735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -927735.250000 Penalty: 3199.904053
	Iteration 44Q: 3 clusters Score -927735.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -927739.375000 Penalty: 3199.904053
	Iteration 45Q: 3 clusters Score -927739.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -927742.687500 Penalty: 3199.904053
	Iteration 46Q: 3 clusters Score -927742.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -927746.000000 Penalty: 3199.904053
	Iteration 47Q: 3 clusters Score -927746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -927750.500000 Penalty: 3199.904053
	Iteration 48Q: 3 clusters Score -927750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -927751.750000 Penalty: 3199.904053
	Iteration 49Q: 3 clusters Score -927751.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -927755.000000 Penalty: 3199.904053
	Iteration 50Q: 3 clusters Score -927755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -927762.937500 Penalty: 3199.904053
	Iteration 51Q: 3 clusters Score -927762.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -927771.375000 Penalty: 3199.904053
	Iteration 52Q: 3 clusters Score -927771.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -927776.937500 Penalty: 3199.904053
	Iteration 53Q: 3 clusters Score -927776.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -927786.625000 Penalty: 3199.904053
	Iteration 54Q: 3 clusters Score -927786.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -927800.937500 Penalty: 3199.904053
	Iteration 55Q: 3 clusters Score -927800.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -927804.562500 Penalty: 3199.904053
	Iteration 56Q: 3 clusters Score -927804.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -927813.250000 Penalty: 3199.904053
	Iteration 57Q: 3 clusters Score -927813.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -927819.625000 Penalty: 3199.904053
	Iteration 58Q: 3 clusters Score -927819.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -927829.125000 Penalty: 3199.904053
	Iteration 59Q: 3 clusters Score -927829.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -927836.375000 Penalty: 3199.904053
	Iteration 60F: 3 clusters Score -927836.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -927847.250000 Penalty: 3199.904053
	Iteration 61Q: 3 clusters Score -927847.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -927853.750000 Penalty: 3199.904053
	Iteration 62Q: 3 clusters Score -927853.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -927863.875000 Penalty: 3199.904053
	Iteration 63Q: 3 clusters Score -927863.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -927868.437500 Penalty: 3199.904053
	Iteration 64Q: 3 clusters Score -927868.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -927876.937500 Penalty: 3199.904053
	Iteration 65Q: 3 clusters Score -927876.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -927886.250000 Penalty: 3199.904053
	Iteration 66Q: 3 clusters Score -927886.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -927901.562500 Penalty: 3199.904053
	Iteration 67Q: 3 clusters Score -927901.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -927913.312500 Penalty: 3199.904053
	Iteration 68Q: 3 clusters Score -927913.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -927922.125000 Penalty: 3199.904053
	Iteration 69Q: 3 clusters Score -927922.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -927926.187500 Penalty: 3199.904053
	Iteration 70Q: 3 clusters Score -927926.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -927930.875000 Penalty: 3199.904053
	Iteration 71Q: 3 clusters Score -927930.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -927939.750000 Penalty: 3199.904053
	Iteration 72Q: 3 clusters Score -927939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -927941.125000 Penalty: 3199.904053
	Iteration 73Q: 3 clusters Score -927941.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -927940.812500 Penalty: 3199.904053
	Iteration 74Q: 3 clusters Score -927940.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -927942.937500 Penalty: 3199.904053
	Iteration 75Q: 3 clusters Score -927942.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -927952.812500 Penalty: 3199.904053
	Iteration 76Q: 3 clusters Score -927952.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -927950.437500 Penalty: 3199.904053
	Iteration 77Q: 3 clusters Score -927950.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -927958.875000 Penalty: 3199.904053
	Iteration 78Q: 3 clusters Score -927958.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -927965.375000 Penalty: 3199.904053
	Iteration 79Q: 3 clusters Score -927965.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -927972.187500 Penalty: 3199.904053
	Iteration 80F: 3 clusters Score -927972.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -927974.750000 Penalty: 3199.904053
	Iteration 81Q: 3 clusters Score -927974.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -927977.625000 Penalty: 3199.904053
	Iteration 82Q: 3 clusters Score -927977.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -927980.750000 Penalty: 3199.904053
	Iteration 83Q: 3 clusters Score -927980.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -927985.187500 Penalty: 3199.904053
	Iteration 84Q: 3 clusters Score -927985.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -927991.062500 Penalty: 3199.904053
	Iteration 85Q: 3 clusters Score -927991.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -927993.437500 Penalty: 3199.904053
	Iteration 86Q: 3 clusters Score -927993.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -927996.062500 Penalty: 3199.904053
	Iteration 87Q: 3 clusters Score -927996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -927996.500000 Penalty: 3199.904053
	Iteration 88Q: 3 clusters Score -927996.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -928001.250000 Penalty: 3199.904053
	Iteration 89Q: 3 clusters Score -928001.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -928003.750000 Penalty: 3199.904053
	Iteration 90Q: 3 clusters Score -928003.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -928007.000000 Penalty: 3199.904053
	Iteration 91Q: 3 clusters Score -928007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -928006.750000 Penalty: 3199.904053
	Iteration 92Q: 3 clusters Score -928006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -928010.937500 Penalty: 3199.904053
	Iteration 93Q: 3 clusters Score -928010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -928013.250000 Penalty: 3199.904053
	Iteration 94Q: 3 clusters Score -928013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -928016.250000 Penalty: 3199.904053
	Iteration 95Q: 3 clusters Score -928016.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -928017.562500 Penalty: 3199.904053
	Iteration 96Q: 3 clusters Score -928017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -928017.500000 Penalty: 3199.904053
	Iteration 97Q: 3 clusters Score -928017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -928018.687500 Penalty: 3199.904053
	Iteration 98Q: 3 clusters Score -928018.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -928021.437500 Penalty: 3199.904053
	Iteration 99Q: 3 clusters Score -928021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -928023.687500 Penalty: 3199.904053
	Iteration 100F: 3 clusters Score -928023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -928026.562500 Penalty: 3199.904053
	Iteration 101Q: 3 clusters Score -928026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -928027.687500 Penalty: 3199.904053
	Iteration 102Q: 3 clusters Score -928027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -928028.875000 Penalty: 3199.904053
	Iteration 103Q: 3 clusters Score -928028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -928026.750000 Penalty: 3199.904053
	Iteration 104Q: 3 clusters Score -928026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -928028.500000 Penalty: 3199.904053
	Iteration 105Q: 3 clusters Score -928028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -928029.687500 Penalty: 3199.904053
	Iteration 106Q: 3 clusters Score -928029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -928031.000000 Penalty: 3199.904053
	Iteration 107Q: 3 clusters Score -928031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -928029.375000 Penalty: 3199.904053
	Iteration 108Q: 3 clusters Score -928029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -928030.625000 Penalty: 3199.904053
	Iteration 109Q: 3 clusters Score -928030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -928030.875000 Penalty: 3199.904053
	Iteration 110Q: 3 clusters Score -928030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -928030.187500 Penalty: 3199.904053
	Iteration 111Q: 3 clusters Score -928030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -928030.625000 Penalty: 3199.904053
	Iteration 112Q: 3 clusters Score -928030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -928030.875000 Penalty: 3199.904053
	Iteration 113Q: 3 clusters Score -928030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -928032.625000 Penalty: 3199.904053
	Iteration 114Q: 3 clusters Score -928032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -928034.562500 Penalty: 3199.904053
	Iteration 115Q: 3 clusters Score -928034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -928035.562500 Penalty: 3199.904053
	Iteration 116Q: 3 clusters Score -928035.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -928038.187500 Penalty: 3199.904053
	Iteration 117Q: 3 clusters Score -928038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -928041.562500 Penalty: 3199.904053
	Iteration 118Q: 3 clusters Score -928041.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -928051.437500 Penalty: 3199.904053
	Iteration 119Q: 3 clusters Score -928051.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -928052.875000 Penalty: 3199.904053
	Iteration 120F: 3 clusters Score -928052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -928057.062500 Penalty: 3199.904053
	Iteration 121Q: 3 clusters Score -928057.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -928059.187500 Penalty: 3199.904053
	Iteration 122Q: 3 clusters Score -928059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -928061.062500 Penalty: 3199.904053
	Iteration 123Q: 3 clusters Score -928061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -928060.312500 Penalty: 3199.904053
	Iteration 124Q: 3 clusters Score -928060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -928061.625000 Penalty: 3199.904053
	Iteration 125Q: 3 clusters Score -928061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -928062.250000 Penalty: 3199.904053
	Iteration 126Q: 3 clusters Score -928062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -928062.250000 Penalty: 3199.904053
	Iteration 127F: 3 clusters Score -928062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Entering Unmasked Estep 
Score: -2960586.500000 Penalty: 1790.801392
	Iteration 0F: 2 clusters Score -2960586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -2919678.500000 Penalty: 3581.602783
	Iteration 0F: 3 clusters Score -2919678 nChanged 28925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -2936219.250000 Penalty: 3581.602783
	Iteration 1F: 3 clusters Score -2936219 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -2936994.250000 Penalty: 3581.602783
	Iteration 2Q: 3 clusters Score -2936994 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -2937859.750000 Penalty: 3581.602783
	Iteration 3Q: 3 clusters Score -2937860 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -2938924.500000 Penalty: 3581.602783
	Iteration 4Q: 3 clusters Score -2938924 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -2940310.000000 Penalty: 3581.602783
	Iteration 5Q: 3 clusters Score -2940310 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -2942070.000000 Penalty: 3581.602783
	Iteration 6F: 3 clusters Score -2942070 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -2944420.250000 Penalty: 3581.602783
	Iteration 7F: 3 clusters Score -2944420 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -2947306.750000 Penalty: 3581.602783
	Iteration 8F: 3 clusters Score -2947307 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -2950242.000000 Penalty: 3581.602783
	Iteration 9F: 3 clusters Score -2950242 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -2952309.750000 Penalty: 3581.602783
	Iteration 10Q: 3 clusters Score -2952310 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -2953249.000000 Penalty: 3581.602783
	Iteration 11Q: 3 clusters Score -2953249 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -2953736.250000 Penalty: 3581.602783
	Iteration 12Q: 3 clusters Score -2953736 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -2954101.250000 Penalty: 3581.602783
	Iteration 13Q: 3 clusters Score -2954101 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -2954442.750000 Penalty: 3581.602783
	Iteration 14Q: 3 clusters Score -2954443 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -2954832.000000 Penalty: 3581.602783
	Iteration 15Q: 3 clusters Score -2954832 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -2955208.750000 Penalty: 3581.602783
	Iteration 16Q: 3 clusters Score -2955209 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -2955598.750000 Penalty: 3581.602783
	Iteration 17Q: 3 clusters Score -2955599 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -2955963.250000 Penalty: 3581.602783
	Iteration 18Q: 3 clusters Score -2955963 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -2956350.750000 Penalty: 3581.602783
	Iteration 19Q: 3 clusters Score -2956351 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -2956668.750000 Penalty: 3581.602783
	Iteration 20F: 3 clusters Score -2956669 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -2956982.750000 Penalty: 3581.602783
	Iteration 21Q: 3 clusters Score -2956983 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -2957281.750000 Penalty: 3581.602783
	Iteration 22Q: 3 clusters Score -2957282 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -2957553.250000 Penalty: 3581.602783
	Iteration 23Q: 3 clusters Score -2957553 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -2957786.750000 Penalty: 3581.602783
	Iteration 24Q: 3 clusters Score -2957787 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -2958009.000000 Penalty: 3581.602783
	Iteration 25Q: 3 clusters Score -2958009 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -2958212.750000 Penalty: 3581.602783
	Iteration 26Q: 3 clusters Score -2958213 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -2958335.250000 Penalty: 3581.602783
	Iteration 27Q: 3 clusters Score -2958335 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -2958482.250000 Penalty: 3581.602783
	Iteration 28Q: 3 clusters Score -2958482 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -2958605.500000 Penalty: 3581.602783
	Iteration 29Q: 3 clusters Score -2958606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -2958726.250000 Penalty: 3581.602783
	Iteration 30Q: 3 clusters Score -2958726 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -2958822.750000 Penalty: 3581.602783
	Iteration 31Q: 3 clusters Score -2958823 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -2958906.250000 Penalty: 3581.602783
	Iteration 32Q: 3 clusters Score -2958906 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -2958954.500000 Penalty: 3581.602783
	Iteration 33Q: 3 clusters Score -2958954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -2959001.250000 Penalty: 3581.602783
	Iteration 34Q: 3 clusters Score -2959001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -2959034.500000 Penalty: 3581.602783
	Iteration 35Q: 3 clusters Score -2959034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -2959063.750000 Penalty: 3581.602783
	Iteration 36Q: 3 clusters Score -2959064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -2959078.500000 Penalty: 3581.602783
	Iteration 37Q: 3 clusters Score -2959078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -2959100.500000 Penalty: 3581.602783
	Iteration 38Q: 3 clusters Score -2959100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -2959106.000000 Penalty: 3581.602783
	Iteration 39Q: 3 clusters Score -2959106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -2959116.000000 Penalty: 3581.602783
	Iteration 40F: 3 clusters Score -2959116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -2959120.750000 Penalty: 3581.602783
	Iteration 41Q: 3 clusters Score -2959121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -2959132.250000 Penalty: 3581.602783
	Iteration 42Q: 3 clusters Score -2959132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -2959135.250000 Penalty: 3581.602783
	Iteration 43Q: 3 clusters Score -2959135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -2959148.500000 Penalty: 3581.602783
	Iteration 44Q: 3 clusters Score -2959148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -2959156.000000 Penalty: 3581.602783
	Iteration 45Q: 3 clusters Score -2959156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -2959170.250000 Penalty: 3581.602783
	Iteration 46Q: 3 clusters Score -2959170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -2959170.000000 Penalty: 3581.602783
	Iteration 47Q: 3 clusters Score -2959170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -2959176.500000 Penalty: 3581.602783
	Iteration 48Q: 3 clusters Score -2959176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -2959182.250000 Penalty: 3581.602783
	Iteration 49Q: 3 clusters Score -2959182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -2959187.250000 Penalty: 3581.602783
	Iteration 50Q: 3 clusters Score -2959187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -2959189.250000 Penalty: 3581.602783
	Iteration 51Q: 3 clusters Score -2959189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -2959190.000000 Penalty: 3581.602783
	Iteration 52Q: 3 clusters Score -2959190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -2959189.000000 Penalty: 3581.602783
	Iteration 53Q: 3 clusters Score -2959189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -2959190.750000 Penalty: 3581.602783
	Iteration 54Q: 3 clusters Score -2959191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -2959193.750000 Penalty: 3581.602783
	Iteration 55Q: 3 clusters Score -2959194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -2959197.500000 Penalty: 3581.602783
	Iteration 56Q: 3 clusters Score -2959198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -2959196.500000 Penalty: 3581.602783
	Iteration 57Q: 3 clusters Score -2959196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -2959196.000000 Penalty: 3581.602783
	Iteration 58Q: 3 clusters Score -2959196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -2959196.750000 Penalty: 3581.602783
	Iteration 59Q: 3 clusters Score -2959197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -2959196.250000 Penalty: 3581.602783
	Iteration 60F: 3 clusters Score -2959196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -2959196.250000 Penalty: 3581.602783
	Iteration 61Q: 3 clusters Score -2959196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -2959196.250000 Penalty: 3581.602783
	Iteration 62F: 3 clusters Score -2959196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Entering Unmasked Estep 
Score: -406444.125000 Penalty: 1470.156250
	Iteration 0F: 2 clusters Score -406444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -400245.125000 Penalty: 2940.312500
	Iteration 0F: 3 clusters Score -400245.1 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -402197.062500 Penalty: 2940.312500
	Iteration 1F: 3 clusters Score -402197.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -402423.218750 Penalty: 2940.312500
	Iteration 2F: 3 clusters Score -402423.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -402573.718750 Penalty: 2940.312500
	Iteration 3Q: 3 clusters Score -402573.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -402698.031250 Penalty: 2940.312500
	Iteration 4Q: 3 clusters Score -402698 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -402792.187500 Penalty: 2940.312500
	Iteration 5Q: 3 clusters Score -402792.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -402865.218750 Penalty: 2940.312500
	Iteration 6Q: 3 clusters Score -402865.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -402946.906250 Penalty: 2940.312500
	Iteration 7Q: 3 clusters Score -402946.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -403031.312500 Penalty: 2940.312500
	Iteration 8Q: 3 clusters Score -403031.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -403163.500000 Penalty: 2940.312500
	Iteration 9Q: 3 clusters Score -403163.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -403345.406250 Penalty: 2940.312500
	Iteration 10Q: 3 clusters Score -403345.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -403522.750000 Penalty: 2940.312500
	Iteration 11Q: 3 clusters Score -403522.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -403736.250000 Penalty: 2940.312500
	Iteration 12Q: 3 clusters Score -403736.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -404020.000000 Penalty: 2940.312500
	Iteration 13Q: 3 clusters Score -404020 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -404315.406250 Penalty: 2940.312500
	Iteration 14Q: 3 clusters Score -404315.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -404611.062500 Penalty: 2940.312500
	Iteration 15Q: 3 clusters Score -404611.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -404852.968750 Penalty: 2940.312500
	Iteration 16Q: 3 clusters Score -404853 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -405035.093750 Penalty: 2940.312500
	Iteration 17Q: 3 clusters Score -405035.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -405131.406250 Penalty: 2940.312500
	Iteration 18Q: 3 clusters Score -405131.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -405185.125000 Penalty: 2940.312500
	Iteration 19Q: 3 clusters Score -405185.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -405214.562500 Penalty: 2940.312500
	Iteration 20F: 3 clusters Score -405214.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -405240.468750 Penalty: 2940.312500
	Iteration 21Q: 3 clusters Score -405240.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -405260.625000 Penalty: 2940.312500
	Iteration 22Q: 3 clusters Score -405260.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -405277.625000 Penalty: 2940.312500
	Iteration 23Q: 3 clusters Score -405277.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -405288.781250 Penalty: 2940.312500
	Iteration 24Q: 3 clusters Score -405288.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -405299.531250 Penalty: 2940.312500
	Iteration 25Q: 3 clusters Score -405299.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -405311.437500 Penalty: 2940.312500
	Iteration 26Q: 3 clusters Score -405311.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -405318.687500 Penalty: 2940.312500
	Iteration 27Q: 3 clusters Score -405318.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -405325.812500 Penalty: 2940.312500
	Iteration 28Q: 3 clusters Score -405325.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -405331.812500 Penalty: 2940.312500
	Iteration 29Q: 3 clusters Score -405331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -405334.968750 Penalty: 2940.312500
	Iteration 30Q: 3 clusters Score -405335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -405337.531250 Penalty: 2940.312500
	Iteration 31Q: 3 clusters Score -405337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -405338.906250 Penalty: 2940.312500
	Iteration 32Q: 3 clusters Score -405338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -405340.000000 Penalty: 2940.312500
	Iteration 33Q: 3 clusters Score -405340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -405341.093750 Penalty: 2940.312500
	Iteration 34Q: 3 clusters Score -405341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -405343.500000 Penalty: 2940.312500
	Iteration 35Q: 3 clusters Score -405343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -405346.500000 Penalty: 2940.312500
	Iteration 36Q: 3 clusters Score -405346.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -405347.437500 Penalty: 2940.312500
	Iteration 37Q: 3 clusters Score -405347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -405348.656250 Penalty: 2940.312500
	Iteration 38Q: 3 clusters Score -405348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -405349.375000 Penalty: 2940.312500
	Iteration 39Q: 3 clusters Score -405349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -405348.906250 Penalty: 2940.312500
	Iteration 40F: 3 clusters Score -405348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -405349.343750 Penalty: 2940.312500
	Iteration 41Q: 3 clusters Score -405349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -405350.343750 Penalty: 2940.312500
	Iteration 42Q: 3 clusters Score -405350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -405350.156250 Penalty: 2940.312500
	Iteration 43Q: 3 clusters Score -405350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -405350.531250 Penalty: 2940.312500
	Iteration 44Q: 3 clusters Score -405350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -405350.687500 Penalty: 2940.312500
	Iteration 45Q: 3 clusters Score -405350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -405350.750000 Penalty: 2940.312500
	Iteration 46Q: 3 clusters Score -405350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -405351.250000 Penalty: 2940.312500
	Iteration 47Q: 3 clusters Score -405351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -405351.250000 Penalty: 2940.312500
	Iteration 48F: 3 clusters Score -405351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -376568.406250 Penalty: 1454.567017
	Iteration 0F: 2 clusters Score -376568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -370807.187500 Penalty: 2909.134033
	Iteration 0F: 3 clusters Score -370807.2 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -372726.093750 Penalty: 2909.134033
	Iteration 1F: 3 clusters Score -372726.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -373131.906250 Penalty: 2909.134033
	Iteration 2F: 3 clusters Score -373131.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -373528.000000 Penalty: 2909.134033
	Iteration 3F: 3 clusters Score -373528 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -373918.468750 Penalty: 2909.134033
	Iteration 4F: 3 clusters Score -373918.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -374321.500000 Penalty: 2909.134033
	Iteration 5F: 3 clusters Score -374321.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -374653.531250 Penalty: 2909.134033
	Iteration 6F: 3 clusters Score -374653.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -374924.031250 Penalty: 2909.134033
	Iteration 7Q: 3 clusters Score -374924 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -375113.468750 Penalty: 2909.134033
	Iteration 8Q: 3 clusters Score -375113.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -375218.750000 Penalty: 2909.134033
	Iteration 9Q: 3 clusters Score -375218.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -375275.281250 Penalty: 2909.134033
	Iteration 10Q: 3 clusters Score -375275.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -375304.343750 Penalty: 2909.134033
	Iteration 11Q: 3 clusters Score -375304.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -375326.593750 Penalty: 2909.134033
	Iteration 12Q: 3 clusters Score -375326.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -375343.312500 Penalty: 2909.134033
	Iteration 13Q: 3 clusters Score -375343.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -375363.625000 Penalty: 2909.134033
	Iteration 14Q: 3 clusters Score -375363.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -375375.781250 Penalty: 2909.134033
	Iteration 15Q: 3 clusters Score -375375.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -375385.968750 Penalty: 2909.134033
	Iteration 16Q: 3 clusters Score -375386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -375393.406250 Penalty: 2909.134033
	Iteration 17Q: 3 clusters Score -375393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -375401.562500 Penalty: 2909.134033
	Iteration 18Q: 3 clusters Score -375401.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -375408.437500 Penalty: 2909.134033
	Iteration 19Q: 3 clusters Score -375408.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -375419.125000 Penalty: 2909.134033
	Iteration 20F: 3 clusters Score -375419.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -375427.906250 Penalty: 2909.134033
	Iteration 21Q: 3 clusters Score -375427.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -375435.781250 Penalty: 2909.134033
	Iteration 22Q: 3 clusters Score -375435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -375442.375000 Penalty: 2909.134033
	Iteration 23Q: 3 clusters Score -375442.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -375444.531250 Penalty: 2909.134033
	Iteration 24Q: 3 clusters Score -375444.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -375445.343750 Penalty: 2909.134033
	Iteration 25Q: 3 clusters Score -375445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -375447.093750 Penalty: 2909.134033
	Iteration 26Q: 3 clusters Score -375447.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -375449.906250 Penalty: 2909.134033
	Iteration 27Q: 3 clusters Score -375449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -375451.218750 Penalty: 2909.134033
	Iteration 28Q: 3 clusters Score -375451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -375453.125000 Penalty: 2909.134033
	Iteration 29Q: 3 clusters Score -375453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -375454.750000 Penalty: 2909.134033
	Iteration 30Q: 3 clusters Score -375454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -375455.625000 Penalty: 2909.134033
	Iteration 31Q: 3 clusters Score -375455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -375457.312500 Penalty: 2909.134033
	Iteration 32Q: 3 clusters Score -375457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -375458.000000 Penalty: 2909.134033
	Iteration 33Q: 3 clusters Score -375458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -375459.562500 Penalty: 2909.134033
	Iteration 34Q: 3 clusters Score -375459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -375462.031250 Penalty: 2909.134033
	Iteration 35Q: 3 clusters Score -375462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -375464.093750 Penalty: 2909.134033
	Iteration 36Q: 3 clusters Score -375464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -375467.562500 Penalty: 2909.134033
	Iteration 37Q: 3 clusters Score -375467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -375470.625000 Penalty: 2909.134033
	Iteration 38Q: 3 clusters Score -375470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -375471.500000 Penalty: 2909.134033
	Iteration 39Q: 3 clusters Score -375471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -375474.000000 Penalty: 2909.134033
	Iteration 40F: 3 clusters Score -375474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -375475.687500 Penalty: 2909.134033
	Iteration 41Q: 3 clusters Score -375475.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -375477.968750 Penalty: 2909.134033
	Iteration 42Q: 3 clusters Score -375478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -375479.468750 Penalty: 2909.134033
	Iteration 43Q: 3 clusters Score -375479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -375480.937500 Penalty: 2909.134033
	Iteration 44Q: 3 clusters Score -375480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -375480.500000 Penalty: 2909.134033
	Iteration 45Q: 3 clusters Score -375480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -375481.000000 Penalty: 2909.134033
	Iteration 46Q: 3 clusters Score -375481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -375481.718750 Penalty: 2909.134033
	Iteration 47Q: 3 clusters Score -375481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -375481.718750 Penalty: 2909.134033
	Iteration 48F: 3 clusters Score -375481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Entering Unmasked Estep 
Score: -788321.937500 Penalty: 1578.312134
	Iteration 0F: 2 clusters Score -788321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -776851.687500 Penalty: 3156.624268
	Iteration 0F: 3 clusters Score -776851.7 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -780812.875000 Penalty: 3156.624268
	Iteration 1F: 3 clusters Score -780812.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -781100.000000 Penalty: 3156.624268
	Iteration 2Q: 3 clusters Score -781100 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -781381.437500 Penalty: 3156.624268
	Iteration 3Q: 3 clusters Score -781381.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -781721.937500 Penalty: 3156.624268
	Iteration 4Q: 3 clusters Score -781721.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -782157.250000 Penalty: 3156.624268
	Iteration 5F: 3 clusters Score -782157.2 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -782730.187500 Penalty: 3156.624268
	Iteration 6F: 3 clusters Score -782730.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -783487.000000 Penalty: 3156.624268
	Iteration 7F: 3 clusters Score -783487 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -784441.687500 Penalty: 3156.624268
	Iteration 8F: 3 clusters Score -784441.7 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -785436.937500 Penalty: 3156.624268
	Iteration 9F: 3 clusters Score -785436.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -786332.125000 Penalty: 3156.624268
	Iteration 10Q: 3 clusters Score -786332.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -786852.562500 Penalty: 3156.624268
	Iteration 11Q: 3 clusters Score -786852.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -787101.000000 Penalty: 3156.624268
	Iteration 12Q: 3 clusters Score -787101 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -787205.812500 Penalty: 3156.624268
	Iteration 13Q: 3 clusters Score -787205.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -787259.875000 Penalty: 3156.624268
	Iteration 14Q: 3 clusters Score -787259.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -787281.937500 Penalty: 3156.624268
	Iteration 15Q: 3 clusters Score -787281.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -787297.750000 Penalty: 3156.624268
	Iteration 16Q: 3 clusters Score -787297.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -787309.875000 Penalty: 3156.624268
	Iteration 17Q: 3 clusters Score -787309.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -787313.312500 Penalty: 3156.624268
	Iteration 18Q: 3 clusters Score -787313.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -787316.437500 Penalty: 3156.624268
	Iteration 19Q: 3 clusters Score -787316.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -787320.312500 Penalty: 3156.624268
	Iteration 20F: 3 clusters Score -787320.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -787324.000000 Penalty: 3156.624268
	Iteration 21Q: 3 clusters Score -787324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -787325.750000 Penalty: 3156.624268
	Iteration 22Q: 3 clusters Score -787325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -787325.562500 Penalty: 3156.624268
	Iteration 23Q: 3 clusters Score -787325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -787327.187500 Penalty: 3156.624268
	Iteration 24Q: 3 clusters Score -787327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -787327.500000 Penalty: 3156.624268
	Iteration 25Q: 3 clusters Score -787327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -787327.750000 Penalty: 3156.624268
	Iteration 26Q: 3 clusters Score -787327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -787326.937500 Penalty: 3156.624268
	Iteration 27Q: 3 clusters Score -787326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -787328.000000 Penalty: 3156.624268
	Iteration 28Q: 3 clusters Score -787328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -787329.250000 Penalty: 3156.624268
	Iteration 29Q: 3 clusters Score -787329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -787329.312500 Penalty: 3156.624268
	Iteration 30Q: 3 clusters Score -787329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -787329.687500 Penalty: 3156.624268
	Iteration 31Q: 3 clusters Score -787329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -787328.375000 Penalty: 3156.624268
	Iteration 32Q: 3 clusters Score -787328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -787329.625000 Penalty: 3156.624268
	Iteration 33Q: 3 clusters Score -787329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -787329.625000 Penalty: 3156.624268
	Iteration 34F: 3 clusters Score -787329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -127613.406250 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -127613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -125150.523438 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -125150.5 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -125711.898438 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -125711.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -125848.750000 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -125848.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -125928.039062 Penalty: 2556.435547
	Iteration 3Q: 3 clusters Score -125928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -125977.171875 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -125977.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -126013.085938 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -126013.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -126044.718750 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -126044.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -126079.382812 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -126079.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -126123.593750 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -126123.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -126160.507812 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -126160.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -126192.250000 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -126192.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -126216.671875 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -126216.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -126247.796875 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -126247.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -126283.218750 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -126283.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -126305.843750 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -126305.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -126331.343750 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -126331.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -126358.671875 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -126358.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -126382.203125 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -126382.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -126406.398438 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -126406.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -126423.023438 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -126423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -126441.796875 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -126441.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -126455.000000 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -126455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -126463.171875 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -126463.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -126471.601562 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -126471.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -126482.273438 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -126482.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -126492.335938 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -126492.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -126498.414062 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -126498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -126502.585938 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -126502.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -126506.781250 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -126506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -126509.171875 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -126509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -126512.335938 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -126512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -126515.242188 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -126515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -126516.804688 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -126516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -126517.460938 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -126517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -126517.945312 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -126517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -126518.171875 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -126518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -126518.750000 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -126518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -126519.109375 Penalty: 2556.435547
	Iteration 37Q: 3 clusters Score -126519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -126519.445312 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -126519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -126519.507812 Penalty: 2556.435547
	Iteration 39Q: 3 clusters Score -126519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -126520.703125 Penalty: 2556.435547
	Iteration 40F: 3 clusters Score -126520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126520.828125 Penalty: 2556.435547
	Iteration 41Q: 3 clusters Score -126520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -126521.570312 Penalty: 2556.435547
	Iteration 42Q: 3 clusters Score -126521.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -126521.796875 Penalty: 2556.435547
	Iteration 43Q: 3 clusters Score -126521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126522.710938 Penalty: 2556.435547
	Iteration 44Q: 3 clusters Score -126522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126523.164062 Penalty: 2556.435547
	Iteration 45Q: 3 clusters Score -126523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -126523.453125 Penalty: 2556.435547
	Iteration 46Q: 3 clusters Score -126523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -126523.742188 Penalty: 2556.435547
	Iteration 47Q: 3 clusters Score -126523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -126524.578125 Penalty: 2556.435547
	Iteration 48Q: 3 clusters Score -126524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -126525.218750 Penalty: 2556.435547
	Iteration 49Q: 3 clusters Score -126525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -126526.148438 Penalty: 2556.435547
	Iteration 50Q: 3 clusters Score -126526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -126527.101562 Penalty: 2556.435547
	Iteration 51Q: 3 clusters Score -126527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -126527.726562 Penalty: 2556.435547
	Iteration 52Q: 3 clusters Score -126527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -126528.054688 Penalty: 2556.435547
	Iteration 53Q: 3 clusters Score -126528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -126528.414062 Penalty: 2556.435547
	Iteration 54Q: 3 clusters Score -126528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -126528.414062 Penalty: 2556.435547
	Iteration 55F: 3 clusters Score -126528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -185252.296875 Penalty: 1342.119873
	Iteration 0F: 2 clusters Score -185252.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -181977.171875 Penalty: 2684.239746
	Iteration 0F: 3 clusters Score -181977.2 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -182900.765625 Penalty: 2684.239746
	Iteration 1F: 3 clusters Score -182900.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -183064.140625 Penalty: 2684.239746
	Iteration 2F: 3 clusters Score -183064.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -183153.218750 Penalty: 2684.239746
	Iteration 3Q: 3 clusters Score -183153.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -183212.359375 Penalty: 2684.239746
	Iteration 4Q: 3 clusters Score -183212.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -183271.093750 Penalty: 2684.239746
	Iteration 5Q: 3 clusters Score -183271.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -183331.078125 Penalty: 2684.239746
	Iteration 6Q: 3 clusters Score -183331.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -183388.453125 Penalty: 2684.239746
	Iteration 7Q: 3 clusters Score -183388.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -183453.609375 Penalty: 2684.239746
	Iteration 8Q: 3 clusters Score -183453.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -183510.765625 Penalty: 2684.239746
	Iteration 9Q: 3 clusters Score -183510.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -183574.468750 Penalty: 2684.239746
	Iteration 10Q: 3 clusters Score -183574.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -183649.859375 Penalty: 2684.239746
	Iteration 11Q: 3 clusters Score -183649.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -183747.484375 Penalty: 2684.239746
	Iteration 12Q: 3 clusters Score -183747.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -183878.656250 Penalty: 2684.239746
	Iteration 13Q: 3 clusters Score -183878.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -184003.937500 Penalty: 2684.239746
	Iteration 14Q: 3 clusters Score -184003.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -184117.500000 Penalty: 2684.239746
	Iteration 15Q: 3 clusters Score -184117.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -184232.265625 Penalty: 2684.239746
	Iteration 16Q: 3 clusters Score -184232.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -184367.968750 Penalty: 2684.239746
	Iteration 17Q: 3 clusters Score -184368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -184466.234375 Penalty: 2684.239746
	Iteration 18Q: 3 clusters Score -184466.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -184533.015625 Penalty: 2684.239746
	Iteration 19Q: 3 clusters Score -184533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -184586.734375 Penalty: 2684.239746
	Iteration 20F: 3 clusters Score -184586.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -184641.546875 Penalty: 2684.239746
	Iteration 21Q: 3 clusters Score -184641.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -184684.234375 Penalty: 2684.239746
	Iteration 22Q: 3 clusters Score -184684.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -184736.625000 Penalty: 2684.239746
	Iteration 23Q: 3 clusters Score -184736.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -184782.000000 Penalty: 2684.239746
	Iteration 24Q: 3 clusters Score -184782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -184817.218750 Penalty: 2684.239746
	Iteration 25Q: 3 clusters Score -184817.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -184846.593750 Penalty: 2684.239746
	Iteration 26Q: 3 clusters Score -184846.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -184862.562500 Penalty: 2684.239746
	Iteration 27Q: 3 clusters Score -184862.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -184872.359375 Penalty: 2684.239746
	Iteration 28Q: 3 clusters Score -184872.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -184876.390625 Penalty: 2684.239746
	Iteration 29Q: 3 clusters Score -184876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -184879.656250 Penalty: 2684.239746
	Iteration 30Q: 3 clusters Score -184879.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -184883.062500 Penalty: 2684.239746
	Iteration 31Q: 3 clusters Score -184883.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -184886.515625 Penalty: 2684.239746
	Iteration 32Q: 3 clusters Score -184886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -184888.718750 Penalty: 2684.239746
	Iteration 33Q: 3 clusters Score -184888.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -184889.812500 Penalty: 2684.239746
	Iteration 34Q: 3 clusters Score -184889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -184891.046875 Penalty: 2684.239746
	Iteration 35Q: 3 clusters Score -184891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -184892.328125 Penalty: 2684.239746
	Iteration 36Q: 3 clusters Score -184892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -184892.687500 Penalty: 2684.239746
	Iteration 37Q: 3 clusters Score -184892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -184892.953125 Penalty: 2684.239746
	Iteration 38Q: 3 clusters Score -184893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -184893.359375 Penalty: 2684.239746
	Iteration 39Q: 3 clusters Score -184893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -184893.359375 Penalty: 2684.239746
	Iteration 40F: 3 clusters Score -184893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -198732.359375 Penalty: 1348.633911
	Iteration 0F: 2 clusters Score -198732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -195351.828125 Penalty: 2697.267822
	Iteration 0F: 3 clusters Score -195351.8 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -196259.703125 Penalty: 2697.267822
	Iteration 1F: 3 clusters Score -196259.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -196438.609375 Penalty: 2697.267822
	Iteration 2F: 3 clusters Score -196438.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -196557.890625 Penalty: 2697.267822
	Iteration 3F: 3 clusters Score -196557.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -196645.781250 Penalty: 2697.267822
	Iteration 4Q: 3 clusters Score -196645.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -196706.218750 Penalty: 2697.267822
	Iteration 5Q: 3 clusters Score -196706.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -196750.859375 Penalty: 2697.267822
	Iteration 6Q: 3 clusters Score -196750.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -196785.343750 Penalty: 2697.267822
	Iteration 7Q: 3 clusters Score -196785.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -196817.250000 Penalty: 2697.267822
	Iteration 8Q: 3 clusters Score -196817.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -196846.062500 Penalty: 2697.267822
	Iteration 9Q: 3 clusters Score -196846.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -196876.375000 Penalty: 2697.267822
	Iteration 10Q: 3 clusters Score -196876.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -196912.640625 Penalty: 2697.267822
	Iteration 11Q: 3 clusters Score -196912.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -196956.906250 Penalty: 2697.267822
	Iteration 12Q: 3 clusters Score -196956.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -196997.171875 Penalty: 2697.267822
	Iteration 13Q: 3 clusters Score -196997.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -197046.359375 Penalty: 2697.267822
	Iteration 14Q: 3 clusters Score -197046.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197104.281250 Penalty: 2697.267822
	Iteration 15Q: 3 clusters Score -197104.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197149.296875 Penalty: 2697.267822
	Iteration 16Q: 3 clusters Score -197149.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -197189.281250 Penalty: 2697.267822
	Iteration 17Q: 3 clusters Score -197189.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -197228.203125 Penalty: 2697.267822
	Iteration 18Q: 3 clusters Score -197228.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -197277.718750 Penalty: 2697.267822
	Iteration 19Q: 3 clusters Score -197277.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -197332.281250 Penalty: 2697.267822
	Iteration 20F: 3 clusters Score -197332.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -197378.000000 Penalty: 2697.267822
	Iteration 21Q: 3 clusters Score -197378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -197421.015625 Penalty: 2697.267822
	Iteration 22Q: 3 clusters Score -197421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -197446.734375 Penalty: 2697.267822
	Iteration 23Q: 3 clusters Score -197446.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -197461.234375 Penalty: 2697.267822
	Iteration 24Q: 3 clusters Score -197461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -197479.312500 Penalty: 2697.267822
	Iteration 25Q: 3 clusters Score -197479.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -197491.843750 Penalty: 2697.267822
	Iteration 26Q: 3 clusters Score -197491.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -197504.062500 Penalty: 2697.267822
	Iteration 27Q: 3 clusters Score -197504.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -197518.453125 Penalty: 2697.267822
	Iteration 28Q: 3 clusters Score -197518.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -197529.625000 Penalty: 2697.267822
	Iteration 29Q: 3 clusters Score -197529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -197539.328125 Penalty: 2697.267822
	Iteration 30Q: 3 clusters Score -197539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -197546.046875 Penalty: 2697.267822
	Iteration 31Q: 3 clusters Score -197546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -197549.015625 Penalty: 2697.267822
	Iteration 32Q: 3 clusters Score -197549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -197552.546875 Penalty: 2697.267822
	Iteration 33Q: 3 clusters Score -197552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -197553.812500 Penalty: 2697.267822
	Iteration 34Q: 3 clusters Score -197553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -197553.812500 Penalty: 2697.267822
	Iteration 35F: 3 clusters Score -197553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -104059.265625 Penalty: 1244.461914
	Iteration 0F: 2 clusters Score -104059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -101879.382812 Penalty: 2488.923828
	Iteration 0F: 3 clusters Score -101879.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -102367.718750 Penalty: 2488.923828
	Iteration 1F: 3 clusters Score -102367.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -102462.515625 Penalty: 2488.923828
	Iteration 2F: 3 clusters Score -102462.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -102532.445312 Penalty: 2488.923828
	Iteration 3Q: 3 clusters Score -102532.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -102593.203125 Penalty: 2488.923828
	Iteration 4Q: 3 clusters Score -102593.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -102629.210938 Penalty: 2488.923828
	Iteration 5Q: 3 clusters Score -102629.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102664.515625 Penalty: 2488.923828
	Iteration 6Q: 3 clusters Score -102664.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -102704.601562 Penalty: 2488.923828
	Iteration 7Q: 3 clusters Score -102704.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -102735.148438 Penalty: 2488.923828
	Iteration 8Q: 3 clusters Score -102735.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -102756.484375 Penalty: 2488.923828
	Iteration 9Q: 3 clusters Score -102756.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -102771.226562 Penalty: 2488.923828
	Iteration 10Q: 3 clusters Score -102771.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102781.234375 Penalty: 2488.923828
	Iteration 11Q: 3 clusters Score -102781.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -102790.507812 Penalty: 2488.923828
	Iteration 12Q: 3 clusters Score -102790.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -102803.625000 Penalty: 2488.923828
	Iteration 13Q: 3 clusters Score -102803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102819.609375 Penalty: 2488.923828
	Iteration 14Q: 3 clusters Score -102819.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -102835.085938 Penalty: 2488.923828
	Iteration 15Q: 3 clusters Score -102835.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102841.234375 Penalty: 2488.923828
	Iteration 16Q: 3 clusters Score -102841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102850.531250 Penalty: 2488.923828
	Iteration 17Q: 3 clusters Score -102850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -102857.664062 Penalty: 2488.923828
	Iteration 18Q: 3 clusters Score -102857.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102861.554688 Penalty: 2488.923828
	Iteration 19Q: 3 clusters Score -102861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -102864.125000 Penalty: 2488.923828
	Iteration 20F: 3 clusters Score -102864.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -102868.226562 Penalty: 2488.923828
	Iteration 21Q: 3 clusters Score -102868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102871.226562 Penalty: 2488.923828
	Iteration 22Q: 3 clusters Score -102871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102874.523438 Penalty: 2488.923828
	Iteration 23Q: 3 clusters Score -102874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102881.632812 Penalty: 2488.923828
	Iteration 24Q: 3 clusters Score -102881.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102891.171875 Penalty: 2488.923828
	Iteration 25Q: 3 clusters Score -102891.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -102897.953125 Penalty: 2488.923828
	Iteration 26Q: 3 clusters Score -102898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102901.687500 Penalty: 2488.923828
	Iteration 27Q: 3 clusters Score -102901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102906.531250 Penalty: 2488.923828
	Iteration 28Q: 3 clusters Score -102906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102911.093750 Penalty: 2488.923828
	Iteration 29Q: 3 clusters Score -102911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102916.375000 Penalty: 2488.923828
	Iteration 30Q: 3 clusters Score -102916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102919.664062 Penalty: 2488.923828
	Iteration 31Q: 3 clusters Score -102919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102922.039062 Penalty: 2488.923828
	Iteration 32Q: 3 clusters Score -102922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102922.500000 Penalty: 2488.923828
	Iteration 33Q: 3 clusters Score -102922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102923.007812 Penalty: 2488.923828
	Iteration 34Q: 3 clusters Score -102923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102923.351562 Penalty: 2488.923828
	Iteration 35Q: 3 clusters Score -102923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102923.351562 Penalty: 2488.923828
	Iteration 36F: 3 clusters Score -102923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Entering Unmasked Estep 
Score: -430493.968750 Penalty: 1475.148560
	Iteration 0F: 2 clusters Score -430494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -424172.375000 Penalty: 2950.297119
	Iteration 0F: 3 clusters Score -424172.4 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -426092.906250 Penalty: 2950.297119
	Iteration 1F: 3 clusters Score -426092.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -426275.750000 Penalty: 2950.297119
	Iteration 2F: 3 clusters Score -426275.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -426392.625000 Penalty: 2950.297119
	Iteration 3Q: 3 clusters Score -426392.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -426495.781250 Penalty: 2950.297119
	Iteration 4Q: 3 clusters Score -426495.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -426616.812500 Penalty: 2950.297119
	Iteration 5Q: 3 clusters Score -426616.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -426742.125000 Penalty: 2950.297119
	Iteration 6Q: 3 clusters Score -426742.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -426896.156250 Penalty: 2950.297119
	Iteration 7Q: 3 clusters Score -426896.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -427105.906250 Penalty: 2950.297119
	Iteration 8Q: 3 clusters Score -427105.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -427361.937500 Penalty: 2950.297119
	Iteration 9Q: 3 clusters Score -427361.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -427703.000000 Penalty: 2950.297119
	Iteration 10F: 3 clusters Score -427703 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -428091.687500 Penalty: 2950.297119
	Iteration 11F: 3 clusters Score -428091.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -428476.843750 Penalty: 2950.297119
	Iteration 12Q: 3 clusters Score -428476.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -428771.750000 Penalty: 2950.297119
	Iteration 13Q: 3 clusters Score -428771.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -428958.187500 Penalty: 2950.297119
	Iteration 14Q: 3 clusters Score -428958.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -429085.375000 Penalty: 2950.297119
	Iteration 15Q: 3 clusters Score -429085.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -429172.031250 Penalty: 2950.297119
	Iteration 16Q: 3 clusters Score -429172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -429230.656250 Penalty: 2950.297119
	Iteration 17Q: 3 clusters Score -429230.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -429282.437500 Penalty: 2950.297119
	Iteration 18Q: 3 clusters Score -429282.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -429305.781250 Penalty: 2950.297119
	Iteration 19Q: 3 clusters Score -429305.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -429327.000000 Penalty: 2950.297119
	Iteration 20F: 3 clusters Score -429327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -429346.468750 Penalty: 2950.297119
	Iteration 21Q: 3 clusters Score -429346.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -429358.812500 Penalty: 2950.297119
	Iteration 22Q: 3 clusters Score -429358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -429365.375000 Penalty: 2950.297119
	Iteration 23Q: 3 clusters Score -429365.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -429368.562500 Penalty: 2950.297119
	Iteration 24Q: 3 clusters Score -429368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -429370.437500 Penalty: 2950.297119
	Iteration 25Q: 3 clusters Score -429370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -429372.593750 Penalty: 2950.297119
	Iteration 26Q: 3 clusters Score -429372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -429373.000000 Penalty: 2950.297119
	Iteration 27Q: 3 clusters Score -429373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -429372.093750 Penalty: 2950.297119
	Iteration 28Q: 3 clusters Score -429372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -429375.906250 Penalty: 2950.297119
	Iteration 29Q: 3 clusters Score -429375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -429378.812500 Penalty: 2950.297119
	Iteration 30Q: 3 clusters Score -429378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -429380.093750 Penalty: 2950.297119
	Iteration 31Q: 3 clusters Score -429380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -429382.093750 Penalty: 2950.297119
	Iteration 32Q: 3 clusters Score -429382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -429382.093750 Penalty: 2950.297119
	Iteration 33Q: 3 clusters Score -429382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -429382.125000 Penalty: 2950.297119
	Iteration 34Q: 3 clusters Score -429382.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -429382.125000 Penalty: 2950.297119
	Iteration 35F: 3 clusters Score -429382.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6582 members 
Mstep: Class 3 contains 401286 members 
Mstep: Class 6 contains 675 members 
Mstep: Class 8 contains 233356 members 
Mstep: Class 9 contains 6034 members 
Mstep: Class 10 contains 16357 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 12 contains 18880 members 
Mstep: Class 15 contains 61103 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 16526 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 8759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514108.000000 Penalty: 39783.414062
Iteration 279Q: 19 clusters Score -3.751411e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 402092 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 8 contains 232973 members 
Mstep: Class 9 contains 6033 members 
Mstep: Class 10 contains 16286 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 18849 members 
Mstep: Class 15 contains 60945 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 18 contains 7695 members 
Mstep: Class 19 contains 16469 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 3868 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 8739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514108.000000 Penalty: 39783.414062
Iteration 280F: 19 clusters Score -3.751411e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 402906 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 8 contains 232592 members 
Mstep: Class 9 contains 6040 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 1814 members 
Mstep: Class 12 contains 18825 members 
Mstep: Class 15 contains 60760 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 16422 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3870 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 8715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514132.000000 Penalty: 39783.414062
Iteration 281Q: 19 clusters Score -3.751413e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 403697 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 8 contains 232255 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 18788 members 
Mstep: Class 15 contains 60584 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 18 contains 7640 members 
Mstep: Class 19 contains 16372 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 3870 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 8685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514108.000000 Penalty: 39783.414062
Iteration 282Q: 19 clusters Score -3.751411e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 404512 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 8 contains 231903 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 18746 members 
Mstep: Class 15 contains 60418 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 16303 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 3872 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 8654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514232.000000 Penalty: 39783.414062
Iteration 283Q: 19 clusters Score -3.751423e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6539 members 
Mstep: Class 3 contains 405318 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 8 contains 231578 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 15 contains 60264 members 
Mstep: Class 16 contains 8288 members 
Mstep: Class 18 contains 7582 members 
Mstep: Class 19 contains 16227 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 3874 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 2098 members 
Mstep: Class 24 contains 8615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514328.000000 Penalty: 39783.414062
Iteration 284Q: 19 clusters Score -3.751433e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6529 members 
Mstep: Class 3 contains 406104 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 8 contains 231262 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 18638 members 
Mstep: Class 15 contains 60113 members 
Mstep: Class 16 contains 8253 members 
Mstep: Class 18 contains 7560 members 
Mstep: Class 19 contains 16161 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3877 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 8570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514316.000000 Penalty: 39783.414062
Iteration 285Q: 19 clusters Score -3.751432e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6523 members 
Mstep: Class 3 contains 406844 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 8 contains 230980 members 
Mstep: Class 9 contains 6065 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 18585 members 
Mstep: Class 15 contains 59954 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 16105 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 3881 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 8522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514252.000000 Penalty: 39783.414062
Iteration 286Q: 19 clusters Score -3.751425e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 407583 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 8 contains 230681 members 
Mstep: Class 9 contains 6073 members 
Mstep: Class 10 contains 15870 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 18529 members 
Mstep: Class 15 contains 59816 members 
Mstep: Class 16 contains 8179 members 
Mstep: Class 18 contains 7505 members 
Mstep: Class 19 contains 16060 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 3887 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514204.000000 Penalty: 39783.414062
Iteration 287Q: 19 clusters Score -3.75142e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 408285 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 230401 members 
Mstep: Class 9 contains 6074 members 
Mstep: Class 10 contains 15824 members 
Mstep: Class 11 contains 1666 members 
Mstep: Class 12 contains 18478 members 
Mstep: Class 15 contains 59667 members 
Mstep: Class 16 contains 8142 members 
Mstep: Class 18 contains 7490 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514320.000000 Penalty: 39783.414062
Iteration 288Q: 19 clusters Score -3.751432e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 408938 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 230096 members 
Mstep: Class 9 contains 6080 members 
Mstep: Class 10 contains 15783 members 
Mstep: Class 11 contains 1654 members 
Mstep: Class 12 contains 18437 members 
Mstep: Class 15 contains 59525 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 18 contains 7479 members 
Mstep: Class 19 contains 15972 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 8398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514360.000000 Penalty: 39783.414062
Iteration 289Q: 19 clusters Score -3.751436e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6478 members 
Mstep: Class 3 contains 409556 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 229816 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 15730 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 18398 members 
Mstep: Class 15 contains 59417 members 
Mstep: Class 16 contains 8066 members 
Mstep: Class 18 contains 7467 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 8370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37514440.000000 Penalty: 39783.414062
Iteration 290Q: 19 clusters Score -3.751444e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 410124 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 229572 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 18350 members 
Mstep: Class 15 contains 59314 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3903 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2198.709717 but Gain 2210.187500
Score: -37514504.000000 Penalty: 37573.226562
Iteration 291Q: 18 clusters Score -3.75145e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 411820 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 229467 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 12 contains 18593 members 
Mstep: Class 15 contains 59221 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 18 contains 7447 members 
Mstep: Class 19 contains 15836 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 3906 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 8332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516280.000000 Penalty: 37573.226562
Iteration 292Q: 18 clusters Score -3.751628e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 412616 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 229002 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 15587 members 
Mstep: Class 12 contains 18553 members 
Mstep: Class 15 contains 59080 members 
Mstep: Class 16 contains 8015 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 15795 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 3907 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 8309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516380.000000 Penalty: 37573.226562
Iteration 293Q: 18 clusters Score -3.751638e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 413349 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 228605 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 15533 members 
Mstep: Class 12 contains 18510 members 
Mstep: Class 15 contains 58945 members 
Mstep: Class 16 contains 8001 members 
Mstep: Class 18 contains 7414 members 
Mstep: Class 19 contains 15746 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516352.000000 Penalty: 37573.226562
Iteration 294Q: 18 clusters Score -3.751635e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 414075 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 8 contains 228226 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 12 contains 18443 members 
Mstep: Class 15 contains 58832 members 
Mstep: Class 16 contains 7981 members 
Mstep: Class 18 contains 7398 members 
Mstep: Class 19 contains 15684 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516412.000000 Penalty: 37573.226562
Iteration 295Q: 18 clusters Score -3.751641e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6412 members 
Mstep: Class 3 contains 414771 members 
Mstep: Class 6 contains 630 members 
Mstep: Class 8 contains 227847 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 15442 members 
Mstep: Class 12 contains 18389 members 
Mstep: Class 15 contains 58718 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516420.000000 Penalty: 37573.226562
Iteration 296Q: 18 clusters Score -3.751642e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 415482 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 8 contains 227481 members 
Mstep: Class 9 contains 6098 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 15 contains 58609 members 
Mstep: Class 16 contains 7931 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 19 contains 15578 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 8218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516380.000000 Penalty: 37573.226562
Iteration 297Q: 18 clusters Score -3.751638e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 416167 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 8 contains 227133 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 12 contains 18278 members 
Mstep: Class 15 contains 58507 members 
Mstep: Class 16 contains 7910 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 15528 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3928 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516560.000000 Penalty: 37573.226562
Iteration 298Q: 18 clusters Score -3.751656e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6356 members 
Mstep: Class 3 contains 416856 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 8 contains 226805 members 
Mstep: Class 9 contains 6117 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 15 contains 58387 members 
Mstep: Class 16 contains 7889 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 15477 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 8175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516644.000000 Penalty: 37573.226562
Iteration 299Q: 18 clusters Score -3.751664e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6346 members 
Mstep: Class 3 contains 417528 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 8 contains 226495 members 
Mstep: Class 9 contains 6117 members 
Mstep: Class 10 contains 15183 members 
Mstep: Class 12 contains 18157 members 
Mstep: Class 15 contains 58283 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 18 contains 7335 members 
Mstep: Class 19 contains 15415 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 8156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516688.000000 Penalty: 37573.226562
Iteration 300F: 18 clusters Score -3.751669e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 418192 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 8 contains 226185 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 15126 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 15 contains 58156 members 
Mstep: Class 16 contains 7856 members 
Mstep: Class 18 contains 7315 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 4006 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 8142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516676.000000 Penalty: 37573.226562
Iteration 301Q: 18 clusters Score -3.751668e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 418821 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 8 contains 225887 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 15076 members 
Mstep: Class 12 contains 18017 members 
Mstep: Class 15 contains 58051 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 15326 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 3933 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 8125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516628.000000 Penalty: 37573.226562
Iteration 302Q: 18 clusters Score -3.751663e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 419405 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 8 contains 225595 members 
Mstep: Class 9 contains 6153 members 
Mstep: Class 10 contains 15022 members 
Mstep: Class 12 contains 17968 members 
Mstep: Class 15 contains 57956 members 
Mstep: Class 16 contains 7838 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 15287 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 8103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516732.000000 Penalty: 37573.226562
Iteration 303Q: 18 clusters Score -3.751673e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 420007 members 
Mstep: Class 6 contains 601 members 
Mstep: Class 8 contains 225294 members 
Mstep: Class 9 contains 6162 members 
Mstep: Class 10 contains 14972 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 15 contains 57846 members 
Mstep: Class 16 contains 7830 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 15254 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 3941 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516812.000000 Penalty: 37573.226562
Iteration 304Q: 18 clusters Score -3.751681e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 420617 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 8 contains 225021 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 12 contains 17853 members 
Mstep: Class 15 contains 57719 members 
Mstep: Class 16 contains 7818 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 19 contains 15227 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 3946 members 
Mstep: Class 22 contains 4003 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516852.000000 Penalty: 37573.226562
Iteration 305Q: 18 clusters Score -3.751685e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 421246 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 8 contains 224731 members 
Mstep: Class 9 contains 6174 members 
Mstep: Class 10 contains 14845 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 15 contains 57578 members 
Mstep: Class 16 contains 7806 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 3949 members 
Mstep: Class 22 contains 4005 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 8044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516748.000000 Penalty: 37573.226562
Iteration 306Q: 18 clusters Score -3.751675e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 421842 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 8 contains 224434 members 
Mstep: Class 9 contains 6181 members 
Mstep: Class 10 contains 14808 members 
Mstep: Class 12 contains 17740 members 
Mstep: Class 15 contains 57457 members 
Mstep: Class 16 contains 7799 members 
Mstep: Class 18 contains 7159 members 
Mstep: Class 19 contains 15186 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 3951 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 8019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516760.000000 Penalty: 37573.226562
Iteration 307Q: 18 clusters Score -3.751676e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 422439 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 224148 members 
Mstep: Class 9 contains 6186 members 
Mstep: Class 10 contains 14772 members 
Mstep: Class 12 contains 17676 members 
Mstep: Class 15 contains 57321 members 
Mstep: Class 16 contains 7787 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 19 contains 15172 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3955 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 7993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516824.000000 Penalty: 37573.226562
Iteration 308Q: 18 clusters Score -3.751682e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 423001 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 8 contains 223896 members 
Mstep: Class 9 contains 6194 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 12 contains 17611 members 
Mstep: Class 15 contains 57195 members 
Mstep: Class 16 contains 7778 members 
Mstep: Class 18 contains 7113 members 
Mstep: Class 19 contains 15162 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3959 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516844.000000 Penalty: 37573.226562
Iteration 309Q: 18 clusters Score -3.751684e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 3 contains 423516 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 223661 members 
Mstep: Class 9 contains 6197 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 12 contains 17550 members 
Mstep: Class 15 contains 57076 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 15151 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3963 members 
Mstep: Class 22 contains 4013 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 7933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516840.000000 Penalty: 37573.226562
Iteration 310Q: 18 clusters Score -3.751684e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6192 members 
Mstep: Class 3 contains 424023 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 8 contains 223412 members 
Mstep: Class 9 contains 6200 members 
Mstep: Class 10 contains 14679 members 
Mstep: Class 12 contains 17494 members 
Mstep: Class 15 contains 56976 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 18 contains 7062 members 
Mstep: Class 19 contains 15133 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3968 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516832.000000 Penalty: 37573.226562
Iteration 311Q: 18 clusters Score -3.751683e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 424506 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 8 contains 223171 members 
Mstep: Class 9 contains 6214 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 15 contains 56867 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 18 contains 7044 members 
Mstep: Class 19 contains 15105 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3972 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 7891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516872.000000 Penalty: 37573.226562
Iteration 312Q: 18 clusters Score -3.751687e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 424993 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 8 contains 222917 members 
Mstep: Class 9 contains 6213 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 12 contains 17415 members 
Mstep: Class 15 contains 56784 members 
Mstep: Class 16 contains 7756 members 
Mstep: Class 18 contains 7015 members 
Mstep: Class 19 contains 15074 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3976 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37516944.000000 Penalty: 37573.226562
Iteration 313Q: 18 clusters Score -3.751694e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6148 members 
Mstep: Class 3 contains 425451 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 8 contains 222702 members 
Mstep: Class 9 contains 6217 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 12 contains 17372 members 
Mstep: Class 15 contains 56707 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 18 contains 6993 members 
Mstep: Class 19 contains 15047 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3978 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517012.000000 Penalty: 37573.226562
Iteration 314Q: 18 clusters Score -3.751701e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 425869 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 8 contains 222509 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 14592 members 
Mstep: Class 12 contains 17345 members 
Mstep: Class 15 contains 56614 members 
Mstep: Class 16 contains 7730 members 
Mstep: Class 18 contains 6974 members 
Mstep: Class 19 contains 15026 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3979 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 7835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517040.000000 Penalty: 37573.226562
Iteration 315Q: 18 clusters Score -3.751704e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 426277 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 8 contains 222310 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 12 contains 17327 members 
Mstep: Class 15 contains 56523 members 
Mstep: Class 16 contains 7710 members 
Mstep: Class 18 contains 6962 members 
Mstep: Class 19 contains 14995 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3982 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 7824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517120.000000 Penalty: 37573.226562
Iteration 316Q: 18 clusters Score -3.751712e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 426659 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 8 contains 222108 members 
Mstep: Class 9 contains 6251 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 12 contains 17309 members 
Mstep: Class 15 contains 56448 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 18 contains 6946 members 
Mstep: Class 19 contains 14970 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3984 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517032.000000 Penalty: 37573.226562
Iteration 317Q: 18 clusters Score -3.751703e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 427020 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 221920 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 12 contains 17282 members 
Mstep: Class 15 contains 56381 members 
Mstep: Class 16 contains 7674 members 
Mstep: Class 18 contains 6929 members 
Mstep: Class 19 contains 14949 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 7806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517028.000000 Penalty: 37573.226562
Iteration 318Q: 18 clusters Score -3.751703e+07 nChanged 442
Entering ConstructFrom: 
Score: -37517028.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -349914.406250 Penalty: 1438.790161
	Iteration 0F: 2 clusters Score -349914.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -344728.343750 Penalty: 2877.580322
	Iteration 0F: 3 clusters Score -344728.3 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -346159.312500 Penalty: 2877.580322
	Iteration 1F: 3 clusters Score -346159.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -346333.718750 Penalty: 2877.580322
	Iteration 2F: 3 clusters Score -346333.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -346451.500000 Penalty: 2877.580322
	Iteration 3Q: 3 clusters Score -346451.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -346557.781250 Penalty: 2877.580322
	Iteration 4Q: 3 clusters Score -346557.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -346639.093750 Penalty: 2877.580322
	Iteration 5Q: 3 clusters Score -346639.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -346705.343750 Penalty: 2877.580322
	Iteration 6Q: 3 clusters Score -346705.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -346776.750000 Penalty: 2877.580322
	Iteration 7Q: 3 clusters Score -346776.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -346846.906250 Penalty: 2877.580322
	Iteration 8Q: 3 clusters Score -346846.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -346931.687500 Penalty: 2877.580322
	Iteration 9Q: 3 clusters Score -346931.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -347018.812500 Penalty: 2877.580322
	Iteration 10Q: 3 clusters Score -347018.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -347096.937500 Penalty: 2877.580322
	Iteration 11Q: 3 clusters Score -347096.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -347206.531250 Penalty: 2877.580322
	Iteration 12Q: 3 clusters Score -347206.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -347340.937500 Penalty: 2877.580322
	Iteration 13Q: 3 clusters Score -347340.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -347465.656250 Penalty: 2877.580322
	Iteration 14Q: 3 clusters Score -347465.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -347581.906250 Penalty: 2877.580322
	Iteration 15Q: 3 clusters Score -347581.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -347708.875000 Penalty: 2877.580322
	Iteration 16Q: 3 clusters Score -347708.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -347820.250000 Penalty: 2877.580322
	Iteration 17Q: 3 clusters Score -347820.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -347918.625000 Penalty: 2877.580322
	Iteration 18Q: 3 clusters Score -347918.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -347995.500000 Penalty: 2877.580322
	Iteration 19Q: 3 clusters Score -347995.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -348055.625000 Penalty: 2877.580322
	Iteration 20F: 3 clusters Score -348055.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -348121.562500 Penalty: 2877.580322
	Iteration 21Q: 3 clusters Score -348121.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -348177.468750 Penalty: 2877.580322
	Iteration 22Q: 3 clusters Score -348177.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -348233.593750 Penalty: 2877.580322
	Iteration 23Q: 3 clusters Score -348233.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -348289.843750 Penalty: 2877.580322
	Iteration 24Q: 3 clusters Score -348289.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -348346.593750 Penalty: 2877.580322
	Iteration 25Q: 3 clusters Score -348346.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -348391.750000 Penalty: 2877.580322
	Iteration 26Q: 3 clusters Score -348391.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -348418.187500 Penalty: 2877.580322
	Iteration 27Q: 3 clusters Score -348418.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -348446.375000 Penalty: 2877.580322
	Iteration 28Q: 3 clusters Score -348446.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -348468.281250 Penalty: 2877.580322
	Iteration 29Q: 3 clusters Score -348468.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -348482.843750 Penalty: 2877.580322
	Iteration 30Q: 3 clusters Score -348482.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -348495.843750 Penalty: 2877.580322
	Iteration 31Q: 3 clusters Score -348495.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -348510.281250 Penalty: 2877.580322
	Iteration 32Q: 3 clusters Score -348510.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -348530.125000 Penalty: 2877.580322
	Iteration 33Q: 3 clusters Score -348530.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -348548.812500 Penalty: 2877.580322
	Iteration 34Q: 3 clusters Score -348548.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -348566.125000 Penalty: 2877.580322
	Iteration 35Q: 3 clusters Score -348566.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -348583.468750 Penalty: 2877.580322
	Iteration 36Q: 3 clusters Score -348583.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -348600.875000 Penalty: 2877.580322
	Iteration 37Q: 3 clusters Score -348600.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -348619.281250 Penalty: 2877.580322
	Iteration 38Q: 3 clusters Score -348619.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -348635.468750 Penalty: 2877.580322
	Iteration 39Q: 3 clusters Score -348635.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -348652.062500 Penalty: 2877.580322
	Iteration 40F: 3 clusters Score -348652.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -348664.343750 Penalty: 2877.580322
	Iteration 41Q: 3 clusters Score -348664.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -348673.687500 Penalty: 2877.580322
	Iteration 42Q: 3 clusters Score -348673.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -348679.531250 Penalty: 2877.580322
	Iteration 43Q: 3 clusters Score -348679.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -348683.937500 Penalty: 2877.580322
	Iteration 44Q: 3 clusters Score -348683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -348690.531250 Penalty: 2877.580322
	Iteration 45Q: 3 clusters Score -348690.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -348693.687500 Penalty: 2877.580322
	Iteration 46Q: 3 clusters Score -348693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -348695.437500 Penalty: 2877.580322
	Iteration 47Q: 3 clusters Score -348695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -348698.062500 Penalty: 2877.580322
	Iteration 48Q: 3 clusters Score -348698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -348698.250000 Penalty: 2877.580322
	Iteration 49Q: 3 clusters Score -348698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -348698.250000 Penalty: 2877.580322
	Iteration 50F: 3 clusters Score -348698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -268325.250000 Penalty: 1416.277222
	Iteration 0F: 2 clusters Score -268325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -263709.906250 Penalty: 2832.554443
	Iteration 0F: 3 clusters Score -263709.9 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -264961.812500 Penalty: 2832.554443
	Iteration 1F: 3 clusters Score -264961.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -265110.593750 Penalty: 2832.554443
	Iteration 2F: 3 clusters Score -265110.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -265209.906250 Penalty: 2832.554443
	Iteration 3Q: 3 clusters Score -265209.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -265281.718750 Penalty: 2832.554443
	Iteration 4Q: 3 clusters Score -265281.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -265357.687500 Penalty: 2832.554443
	Iteration 5Q: 3 clusters Score -265357.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -265445.062500 Penalty: 2832.554443
	Iteration 6Q: 3 clusters Score -265445.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -265606.000000 Penalty: 2832.554443
	Iteration 7Q: 3 clusters Score -265606 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -265890.625000 Penalty: 2832.554443
	Iteration 8F: 3 clusters Score -265890.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -266254.031250 Penalty: 2832.554443
	Iteration 9F: 3 clusters Score -266254 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -266623.156250 Penalty: 2832.554443
	Iteration 10F: 3 clusters Score -266623.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -266934.406250 Penalty: 2832.554443
	Iteration 11F: 3 clusters Score -266934.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -267161.000000 Penalty: 2832.554443
	Iteration 12Q: 3 clusters Score -267161 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -267334.562500 Penalty: 2832.554443
	Iteration 13Q: 3 clusters Score -267334.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -267450.562500 Penalty: 2832.554443
	Iteration 14Q: 3 clusters Score -267450.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -267522.656250 Penalty: 2832.554443
	Iteration 15Q: 3 clusters Score -267522.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -267559.968750 Penalty: 2832.554443
	Iteration 16Q: 3 clusters Score -267560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -267598.406250 Penalty: 2832.554443
	Iteration 17Q: 3 clusters Score -267598.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -267624.687500 Penalty: 2832.554443
	Iteration 18Q: 3 clusters Score -267624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -267638.000000 Penalty: 2832.554443
	Iteration 19Q: 3 clusters Score -267638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -267643.718750 Penalty: 2832.554443
	Iteration 20F: 3 clusters Score -267643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -267646.875000 Penalty: 2832.554443
	Iteration 21Q: 3 clusters Score -267646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -267651.281250 Penalty: 2832.554443
	Iteration 22Q: 3 clusters Score -267651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -267655.187500 Penalty: 2832.554443
	Iteration 23Q: 3 clusters Score -267655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -267657.718750 Penalty: 2832.554443
	Iteration 24Q: 3 clusters Score -267657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -267658.156250 Penalty: 2832.554443
	Iteration 25Q: 3 clusters Score -267658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -267658.156250 Penalty: 2832.554443
	Iteration 26F: 3 clusters Score -267658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (427391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427391 members 
Entering Unmasked Estep 
Score: -20185296.000000 Penalty: 2106.886230
	Iteration 0F: 2 clusters Score -2.01853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213952 members 
Mstep: Class 2 contains 213439 members 
Entering Unmasked Estep 
Score: -19895218.000000 Penalty: 4213.772461
	Iteration 0F: 3 clusters Score -1.989522e+07 nChanged 208992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225750 members 
Mstep: Class 2 contains 201641 members 
Entering Unmasked Estep 
Score: -20020142.000000 Penalty: 4213.772461
	Iteration 1F: 3 clusters Score -2.002014e+07 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232257 members 
Mstep: Class 2 contains 195134 members 
Entering Unmasked Estep 
Score: -20022972.000000 Penalty: 4213.772461
	Iteration 2Q: 3 clusters Score -2.002297e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242733 members 
Mstep: Class 2 contains 184658 members 
Entering Unmasked Estep 
Score: -20027078.000000 Penalty: 4213.772461
	Iteration 3Q: 3 clusters Score -2.002708e+07 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258819 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -20034438.000000 Penalty: 4213.772461
	Iteration 4Q: 3 clusters Score -2.003444e+07 nChanged 24795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282700 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
Score: -20048320.000000 Penalty: 4213.772461
	Iteration 5F: 3 clusters Score -2.004832e+07 nChanged 33369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315797 members 
Mstep: Class 2 contains 111594 members 
Entering Unmasked Estep 
Score: -20073714.000000 Penalty: 4213.772461
	Iteration 6F: 3 clusters Score -2.007371e+07 nChanged 40358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356101 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -20111938.000000 Penalty: 4213.772461
	Iteration 7F: 3 clusters Score -2.011194e+07 nChanged 37078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393171 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -20150750.000000 Penalty: 4213.772461
	Iteration 8F: 3 clusters Score -2.015075e+07 nChanged 22142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415309 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -20173554.000000 Penalty: 4213.772461
	Iteration 9F: 3 clusters Score -2.017355e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423354 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -20181062.000000 Penalty: 4213.772461
	Iteration 10Q: 3 clusters Score -2.018106e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425523 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20183004.000000 Penalty: 4213.772461
	Iteration 11Q: 3 clusters Score -2.0183e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426141 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20183490.000000 Penalty: 4213.772461
	Iteration 12Q: 3 clusters Score -2.018349e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426337 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20183600.000000 Penalty: 4213.772461
	Iteration 13Q: 3 clusters Score -2.01836e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426433 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20183680.000000 Penalty: 4213.772461
	Iteration 14Q: 3 clusters Score -2.018368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426486 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20183698.000000 Penalty: 4213.772461
	Iteration 15Q: 3 clusters Score -2.01837e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426521 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -20183730.000000 Penalty: 4213.772461
	Iteration 16Q: 3 clusters Score -2.018373e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426555 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -20183766.000000 Penalty: 4213.772461
	Iteration 17Q: 3 clusters Score -2.018377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426572 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20183780.000000 Penalty: 4213.772461
	Iteration 18Q: 3 clusters Score -2.018378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426580 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -20183798.000000 Penalty: 4213.772461
	Iteration 19Q: 3 clusters Score -2.01838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426585 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -20183806.000000 Penalty: 4213.772461
	Iteration 20F: 3 clusters Score -2.018381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426597 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -20183830.000000 Penalty: 4213.772461
	Iteration 21Q: 3 clusters Score -2.018383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426604 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20183838.000000 Penalty: 4213.772461
	Iteration 22Q: 3 clusters Score -2.018384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426602 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -20183840.000000 Penalty: 4213.772461
	Iteration 23Q: 3 clusters Score -2.018384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426604 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20183828.000000 Penalty: 4213.772461
	Iteration 24Q: 3 clusters Score -2.018383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426605 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -20183832.000000 Penalty: 4213.772461
	Iteration 25Q: 3 clusters Score -2.018383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426605 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -20183832.000000 Penalty: 4213.772461
	Iteration 26F: 3 clusters Score -2.018383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -26039.531250 Penalty: 1030.021484
	Iteration 0F: 2 clusters Score -26039.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24902.826172 Penalty: 2060.042969
	Iteration 0F: 3 clusters Score -24902.83 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25076.404297 Penalty: 2060.042969
	Iteration 1F: 3 clusters Score -25076.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25105.439453 Penalty: 2060.042969
	Iteration 2Q: 3 clusters Score -25105.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25122.115234 Penalty: 2060.042969
	Iteration 3Q: 3 clusters Score -25122.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25143.402344 Penalty: 2060.042969
	Iteration 4Q: 3 clusters Score -25143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25151.119141 Penalty: 2060.042969
	Iteration 5Q: 3 clusters Score -25151.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25154.472656 Penalty: 2060.042969
	Iteration 6Q: 3 clusters Score -25154.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25155.744141 Penalty: 2060.042969
	Iteration 7Q: 3 clusters Score -25155.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25156.429688 Penalty: 2060.042969
	Iteration 8Q: 3 clusters Score -25156.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25158.765625 Penalty: 2060.042969
	Iteration 9Q: 3 clusters Score -25158.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25160.564453 Penalty: 2060.042969
	Iteration 10Q: 3 clusters Score -25160.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25161.769531 Penalty: 2060.042969
	Iteration 11Q: 3 clusters Score -25161.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25161.769531 Penalty: 2060.042969
	Iteration 12F: 3 clusters Score -25161.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (221713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221713 members 
Entering Unmasked Estep 
Score: -10824173.000000 Penalty: 2000.235107
	Iteration 0F: 2 clusters Score -1.082417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -10675127.000000 Penalty: 4000.470215
	Iteration 0F: 3 clusters Score -1.067513e+07 nChanged 107501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -10738975.000000 Penalty: 4000.470215
	Iteration 1F: 3 clusters Score -1.073898e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -10740790.000000 Penalty: 4000.470215
	Iteration 2Q: 3 clusters Score -1.074079e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -10743718.000000 Penalty: 4000.470215
	Iteration 3Q: 3 clusters Score -1.074372e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 124736 members 
Entering Unmasked Estep 
Score: -10748334.000000 Penalty: 4000.470215
	Iteration 4Q: 3 clusters Score -1.074833e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 130942 members 
Entering Unmasked Estep 
Score: -10755687.000000 Penalty: 4000.470215
	Iteration 5F: 3 clusters Score -1.075569e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -10766720.000000 Penalty: 4000.470215
	Iteration 6F: 3 clusters Score -1.076672e+07 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -10779506.000000 Penalty: 4000.470215
	Iteration 7F: 3 clusters Score -1.077951e+07 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -10789145.000000 Penalty: 4000.470215
	Iteration 8F: 3 clusters Score -1.078914e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 153565 members 
Entering Unmasked Estep 
Score: -10793683.000000 Penalty: 4000.470215
	Iteration 9Q: 3 clusters Score -1.079368e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 157184 members 
Entering Unmasked Estep 
Score: -10795666.000000 Penalty: 4000.470215
	Iteration 10Q: 3 clusters Score -1.079567e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 160834 members 
Entering Unmasked Estep 
Score: -10797175.000000 Penalty: 4000.470215
	Iteration 11Q: 3 clusters Score -1.079718e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -10798624.000000 Penalty: 4000.470215
	Iteration 12Q: 3 clusters Score -1.079862e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 168247 members 
Entering Unmasked Estep 
Score: -10800152.000000 Penalty: 4000.470215
	Iteration 13Q: 3 clusters Score -1.080015e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 172128 members 
Entering Unmasked Estep 
Score: -10801986.000000 Penalty: 4000.470215
	Iteration 14Q: 3 clusters Score -1.080199e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -10803699.000000 Penalty: 4000.470215
	Iteration 15Q: 3 clusters Score -1.08037e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 179777 members 
Entering Unmasked Estep 
Score: -10805450.000000 Penalty: 4000.470215
	Iteration 16Q: 3 clusters Score -1.080545e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 183333 members 
Entering Unmasked Estep 
Score: -10807121.000000 Penalty: 4000.470215
	Iteration 17Q: 3 clusters Score -1.080712e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 186611 members 
Entering Unmasked Estep 
Score: -10808626.000000 Penalty: 4000.470215
	Iteration 18Q: 3 clusters Score -1.080863e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 189614 members 
Entering Unmasked Estep 
Score: -10809873.000000 Penalty: 4000.470215
	Iteration 19Q: 3 clusters Score -1.080987e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 192335 members 
Entering Unmasked Estep 
Score: -10810870.000000 Penalty: 4000.470215
	Iteration 20F: 3 clusters Score -1.081087e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 194902 members 
Entering Unmasked Estep 
Score: -10811852.000000 Penalty: 4000.470215
	Iteration 21Q: 3 clusters Score -1.081185e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -10812626.000000 Penalty: 4000.470215
	Iteration 22Q: 3 clusters Score -1.081263e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 199734 members 
Entering Unmasked Estep 
Score: -10813526.000000 Penalty: 4000.470215
	Iteration 23Q: 3 clusters Score -1.081353e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 201984 members 
Entering Unmasked Estep 
Score: -10814330.000000 Penalty: 4000.470215
	Iteration 24Q: 3 clusters Score -1.081433e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 204103 members 
Entering Unmasked Estep 
Score: -10815090.000000 Penalty: 4000.470215
	Iteration 25Q: 3 clusters Score -1.081509e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 206190 members 
Entering Unmasked Estep 
Score: -10815858.000000 Penalty: 4000.470215
	Iteration 26Q: 3 clusters Score -1.081586e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 208227 members 
Entering Unmasked Estep 
Score: -10816588.000000 Penalty: 4000.470215
	Iteration 27Q: 3 clusters Score -1.081659e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 210172 members 
Entering Unmasked Estep 
Score: -10817430.000000 Penalty: 4000.470215
	Iteration 28Q: 3 clusters Score -1.081743e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 211915 members 
Entering Unmasked Estep 
Score: -10818215.000000 Penalty: 4000.470215
	Iteration 29Q: 3 clusters Score -1.081822e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 213585 members 
Entering Unmasked Estep 
Score: -10819000.000000 Penalty: 4000.470215
	Iteration 30Q: 3 clusters Score -1.0819e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 215066 members 
Entering Unmasked Estep 
Score: -10819703.000000 Penalty: 4000.470215
	Iteration 31Q: 3 clusters Score -1.08197e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 216331 members 
Entering Unmasked Estep 
Score: -10820306.000000 Penalty: 4000.470215
	Iteration 32Q: 3 clusters Score -1.082031e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 217416 members 
Entering Unmasked Estep 
Score: -10820841.000000 Penalty: 4000.470215
	Iteration 33Q: 3 clusters Score -1.082084e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 218274 members 
Entering Unmasked Estep 
Score: -10821228.000000 Penalty: 4000.470215
	Iteration 34Q: 3 clusters Score -1.082123e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 218936 members 
Entering Unmasked Estep 
Score: -10821566.000000 Penalty: 4000.470215
	Iteration 35Q: 3 clusters Score -1.082157e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 219445 members 
Entering Unmasked Estep 
Score: -10821821.000000 Penalty: 4000.470215
	Iteration 36Q: 3 clusters Score -1.082182e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 219803 members 
Entering Unmasked Estep 
Score: -10821968.000000 Penalty: 4000.470215
	Iteration 37Q: 3 clusters Score -1.082197e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 220084 members 
Entering Unmasked Estep 
Score: -10822087.000000 Penalty: 4000.470215
	Iteration 38Q: 3 clusters Score -1.082209e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 220305 members 
Entering Unmasked Estep 
Score: -10822219.000000 Penalty: 4000.470215
	Iteration 39Q: 3 clusters Score -1.082222e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 220465 members 
Entering Unmasked Estep 
Score: -10822322.000000 Penalty: 4000.470215
	Iteration 40F: 3 clusters Score -1.082232e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 220564 members 
Entering Unmasked Estep 
Score: -10822383.000000 Penalty: 4000.470215
	Iteration 41Q: 3 clusters Score -1.082238e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 220653 members 
Entering Unmasked Estep 
Score: -10822425.000000 Penalty: 4000.470215
	Iteration 42Q: 3 clusters Score -1.082242e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 220726 members 
Entering Unmasked Estep 
Score: -10822460.000000 Penalty: 4000.470215
	Iteration 43Q: 3 clusters Score -1.082246e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 220779 members 
Entering Unmasked Estep 
Score: -10822483.000000 Penalty: 4000.470215
	Iteration 44Q: 3 clusters Score -1.082248e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 220834 members 
Entering Unmasked Estep 
Score: -10822512.000000 Penalty: 4000.470215
	Iteration 45Q: 3 clusters Score -1.082251e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 220866 members 
Entering Unmasked Estep 
Score: -10822521.000000 Penalty: 4000.470215
	Iteration 46Q: 3 clusters Score -1.082252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 220897 members 
Entering Unmasked Estep 
Score: -10822534.000000 Penalty: 4000.470215
	Iteration 47Q: 3 clusters Score -1.082253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 220916 members 
Entering Unmasked Estep 
Score: -10822549.000000 Penalty: 4000.470215
	Iteration 48Q: 3 clusters Score -1.082255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 220937 members 
Entering Unmasked Estep 
Score: -10822558.000000 Penalty: 4000.470215
	Iteration 49Q: 3 clusters Score -1.082256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -10822565.000000 Penalty: 4000.470215
	Iteration 50Q: 3 clusters Score -1.082256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -10822576.000000 Penalty: 4000.470215
	Iteration 51Q: 3 clusters Score -1.082258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 220988 members 
Entering Unmasked Estep 
Score: -10822579.000000 Penalty: 4000.470215
	Iteration 52Q: 3 clusters Score -1.082258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 221000 members 
Entering Unmasked Estep 
Score: -10822580.000000 Penalty: 4000.470215
	Iteration 53Q: 3 clusters Score -1.082258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 221010 members 
Entering Unmasked Estep 
Score: -10822602.000000 Penalty: 4000.470215
	Iteration 54Q: 3 clusters Score -1.08226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 221025 members 
Entering Unmasked Estep 
Score: -10822608.000000 Penalty: 4000.470215
	Iteration 55Q: 3 clusters Score -1.082261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 221032 members 
Entering Unmasked Estep 
Score: -10822607.000000 Penalty: 4000.470215
	Iteration 56Q: 3 clusters Score -1.082261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 221041 members 
Entering Unmasked Estep 
Score: -10822609.000000 Penalty: 4000.470215
	Iteration 57Q: 3 clusters Score -1.082261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 221053 members 
Entering Unmasked Estep 
Score: -10822608.000000 Penalty: 4000.470215
	Iteration 58Q: 3 clusters Score -1.082261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 221061 members 
Entering Unmasked Estep 
Score: -10822618.000000 Penalty: 4000.470215
	Iteration 59Q: 3 clusters Score -1.082262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 221069 members 
Entering Unmasked Estep 
Score: -10822630.000000 Penalty: 4000.470215
	Iteration 60F: 3 clusters Score -1.082263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 221083 members 
Entering Unmasked Estep 
Score: -10822635.000000 Penalty: 4000.470215
	Iteration 61Q: 3 clusters Score -1.082264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 221095 members 
Entering Unmasked Estep 
Score: -10822637.000000 Penalty: 4000.470215
	Iteration 62Q: 3 clusters Score -1.082264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -10822641.000000 Penalty: 4000.470215
	Iteration 63Q: 3 clusters Score -1.082264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 221109 members 
Entering Unmasked Estep 
Score: -10822649.000000 Penalty: 4000.470215
	Iteration 64Q: 3 clusters Score -1.082265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 221106 members 
Entering Unmasked Estep 
Score: -10822663.000000 Penalty: 4000.470215
	Iteration 65Q: 3 clusters Score -1.082266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -10822659.000000 Penalty: 4000.470215
	Iteration 66Q: 3 clusters Score -1.082266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 221109 members 
Entering Unmasked Estep 
Score: -10822658.000000 Penalty: 4000.470215
	Iteration 67Q: 3 clusters Score -1.082266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 221110 members 
Entering Unmasked Estep 
Score: -10822656.000000 Penalty: 4000.470215
	Iteration 68Q: 3 clusters Score -1.082266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 221111 members 
Entering Unmasked Estep 
Score: -10822654.000000 Penalty: 4000.470215
	Iteration 69Q: 3 clusters Score -1.082265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 221111 members 
Entering Unmasked Estep 
Score: -10822654.000000 Penalty: 4000.470215
	Iteration 70F: 3 clusters Score -1.082265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -324999.781250 Penalty: 1420.979248
	Iteration 0F: 2 clusters Score -324999.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -320230.187500 Penalty: 2841.958496
	Iteration 0F: 3 clusters Score -320230.2 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -321594.250000 Penalty: 2841.958496
	Iteration 1F: 3 clusters Score -321594.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -321780.781250 Penalty: 2841.958496
	Iteration 2F: 3 clusters Score -321780.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -321920.406250 Penalty: 2841.958496
	Iteration 3F: 3 clusters Score -321920.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -322013.968750 Penalty: 2841.958496
	Iteration 4Q: 3 clusters Score -322014 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -322109.562500 Penalty: 2841.958496
	Iteration 5Q: 3 clusters Score -322109.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -322202.906250 Penalty: 2841.958496
	Iteration 6Q: 3 clusters Score -322202.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -322301.718750 Penalty: 2841.958496
	Iteration 7Q: 3 clusters Score -322301.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -322425.531250 Penalty: 2841.958496
	Iteration 8Q: 3 clusters Score -322425.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -322586.875000 Penalty: 2841.958496
	Iteration 9Q: 3 clusters Score -322586.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -322768.125000 Penalty: 2841.958496
	Iteration 10Q: 3 clusters Score -322768.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -322947.062500 Penalty: 2841.958496
	Iteration 11Q: 3 clusters Score -322947.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -323116.812500 Penalty: 2841.958496
	Iteration 12Q: 3 clusters Score -323116.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -323252.500000 Penalty: 2841.958496
	Iteration 13Q: 3 clusters Score -323252.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -323378.625000 Penalty: 2841.958496
	Iteration 14Q: 3 clusters Score -323378.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -323478.000000 Penalty: 2841.958496
	Iteration 15Q: 3 clusters Score -323478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -323551.937500 Penalty: 2841.958496
	Iteration 16Q: 3 clusters Score -323551.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -323601.875000 Penalty: 2841.958496
	Iteration 17Q: 3 clusters Score -323601.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -323639.937500 Penalty: 2841.958496
	Iteration 18Q: 3 clusters Score -323639.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -323668.781250 Penalty: 2841.958496
	Iteration 19Q: 3 clusters Score -323668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -323685.250000 Penalty: 2841.958496
	Iteration 20F: 3 clusters Score -323685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -323705.812500 Penalty: 2841.958496
	Iteration 21Q: 3 clusters Score -323705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -323719.312500 Penalty: 2841.958496
	Iteration 22Q: 3 clusters Score -323719.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -323732.937500 Penalty: 2841.958496
	Iteration 23Q: 3 clusters Score -323732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -323740.093750 Penalty: 2841.958496
	Iteration 24Q: 3 clusters Score -323740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -323745.562500 Penalty: 2841.958496
	Iteration 25Q: 3 clusters Score -323745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -323753.406250 Penalty: 2841.958496
	Iteration 26Q: 3 clusters Score -323753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -323760.562500 Penalty: 2841.958496
	Iteration 27Q: 3 clusters Score -323760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -323769.250000 Penalty: 2841.958496
	Iteration 28Q: 3 clusters Score -323769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -323772.468750 Penalty: 2841.958496
	Iteration 29Q: 3 clusters Score -323772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -323776.281250 Penalty: 2841.958496
	Iteration 30Q: 3 clusters Score -323776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -323781.281250 Penalty: 2841.958496
	Iteration 31Q: 3 clusters Score -323781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -323783.218750 Penalty: 2841.958496
	Iteration 32Q: 3 clusters Score -323783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -323784.500000 Penalty: 2841.958496
	Iteration 33Q: 3 clusters Score -323784.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -323785.500000 Penalty: 2841.958496
	Iteration 34Q: 3 clusters Score -323785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -323785.500000 Penalty: 2841.958496
	Iteration 35F: 3 clusters Score -323785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Entering Unmasked Estep 
Score: -716099.187500 Penalty: 1556.891113
	Iteration 0F: 2 clusters Score -716099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -706026.187500 Penalty: 3113.782227
	Iteration 0F: 3 clusters Score -706026.2 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -709507.187500 Penalty: 3113.782227
	Iteration 1F: 3 clusters Score -709507.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -709832.125000 Penalty: 3113.782227
	Iteration 2F: 3 clusters Score -709832.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -710154.500000 Penalty: 3113.782227
	Iteration 3Q: 3 clusters Score -710154.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -710614.437500 Penalty: 3113.782227
	Iteration 4F: 3 clusters Score -710614.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -711215.812500 Penalty: 3113.782227
	Iteration 5F: 3 clusters Score -711215.8 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -711969.875000 Penalty: 3113.782227
	Iteration 6F: 3 clusters Score -711969.9 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -712767.437500 Penalty: 3113.782227
	Iteration 7F: 3 clusters Score -712767.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -713490.937500 Penalty: 3113.782227
	Iteration 8F: 3 clusters Score -713490.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -713975.500000 Penalty: 3113.782227
	Iteration 9Q: 3 clusters Score -713975.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -714244.687500 Penalty: 3113.782227
	Iteration 10Q: 3 clusters Score -714244.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -714415.375000 Penalty: 3113.782227
	Iteration 11Q: 3 clusters Score -714415.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -714536.750000 Penalty: 3113.782227
	Iteration 12Q: 3 clusters Score -714536.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -714619.875000 Penalty: 3113.782227
	Iteration 13Q: 3 clusters Score -714619.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -714673.562500 Penalty: 3113.782227
	Iteration 14Q: 3 clusters Score -714673.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -714710.500000 Penalty: 3113.782227
	Iteration 15Q: 3 clusters Score -714710.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -714734.187500 Penalty: 3113.782227
	Iteration 16Q: 3 clusters Score -714734.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -714765.500000 Penalty: 3113.782227
	Iteration 17Q: 3 clusters Score -714765.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -714781.312500 Penalty: 3113.782227
	Iteration 18Q: 3 clusters Score -714781.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -714797.437500 Penalty: 3113.782227
	Iteration 19Q: 3 clusters Score -714797.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -714806.125000 Penalty: 3113.782227
	Iteration 20F: 3 clusters Score -714806.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -714812.187500 Penalty: 3113.782227
	Iteration 21Q: 3 clusters Score -714812.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -714818.000000 Penalty: 3113.782227
	Iteration 22Q: 3 clusters Score -714818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -714821.937500 Penalty: 3113.782227
	Iteration 23Q: 3 clusters Score -714821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -714825.687500 Penalty: 3113.782227
	Iteration 24Q: 3 clusters Score -714825.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -714828.062500 Penalty: 3113.782227
	Iteration 25Q: 3 clusters Score -714828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -714830.125000 Penalty: 3113.782227
	Iteration 26Q: 3 clusters Score -714830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -714830.500000 Penalty: 3113.782227
	Iteration 27Q: 3 clusters Score -714830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -714830.312500 Penalty: 3113.782227
	Iteration 28Q: 3 clusters Score -714830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -714832.687500 Penalty: 3113.782227
	Iteration 29Q: 3 clusters Score -714832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -714833.937500 Penalty: 3113.782227
	Iteration 30Q: 3 clusters Score -714833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -714833.312500 Penalty: 3113.782227
	Iteration 31Q: 3 clusters Score -714833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -714834.437500 Penalty: 3113.782227
	Iteration 32Q: 3 clusters Score -714834.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -714835.187500 Penalty: 3113.782227
	Iteration 33Q: 3 clusters Score -714835.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -714838.000000 Penalty: 3113.782227
	Iteration 34Q: 3 clusters Score -714838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -714842.125000 Penalty: 3113.782227
	Iteration 35Q: 3 clusters Score -714842.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -714845.250000 Penalty: 3113.782227
	Iteration 36Q: 3 clusters Score -714845.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -714848.750000 Penalty: 3113.782227
	Iteration 37Q: 3 clusters Score -714848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -714853.125000 Penalty: 3113.782227
	Iteration 38Q: 3 clusters Score -714853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -714858.062500 Penalty: 3113.782227
	Iteration 39Q: 3 clusters Score -714858.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -714863.750000 Penalty: 3113.782227
	Iteration 40F: 3 clusters Score -714863.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -714869.625000 Penalty: 3113.782227
	Iteration 41Q: 3 clusters Score -714869.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -714876.000000 Penalty: 3113.782227
	Iteration 42Q: 3 clusters Score -714876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -714879.125000 Penalty: 3113.782227
	Iteration 43Q: 3 clusters Score -714879.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -714881.312500 Penalty: 3113.782227
	Iteration 44Q: 3 clusters Score -714881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -714888.062500 Penalty: 3113.782227
	Iteration 45Q: 3 clusters Score -714888.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -714889.500000 Penalty: 3113.782227
	Iteration 46Q: 3 clusters Score -714889.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -714890.062500 Penalty: 3113.782227
	Iteration 47Q: 3 clusters Score -714890.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -714896.062500 Penalty: 3113.782227
	Iteration 48Q: 3 clusters Score -714896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -714900.687500 Penalty: 3113.782227
	Iteration 49Q: 3 clusters Score -714900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -714905.250000 Penalty: 3113.782227
	Iteration 50Q: 3 clusters Score -714905.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -714911.625000 Penalty: 3113.782227
	Iteration 51Q: 3 clusters Score -714911.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -714913.750000 Penalty: 3113.782227
	Iteration 52Q: 3 clusters Score -714913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -714914.812500 Penalty: 3113.782227
	Iteration 53Q: 3 clusters Score -714914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -714917.687500 Penalty: 3113.782227
	Iteration 54Q: 3 clusters Score -714917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -714917.000000 Penalty: 3113.782227
	Iteration 55Q: 3 clusters Score -714917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -714918.750000 Penalty: 3113.782227
	Iteration 56Q: 3 clusters Score -714918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -714919.250000 Penalty: 3113.782227
	Iteration 57Q: 3 clusters Score -714919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -714919.437500 Penalty: 3113.782227
	Iteration 58Q: 3 clusters Score -714919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -714921.187500 Penalty: 3113.782227
	Iteration 59Q: 3 clusters Score -714921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -714924.187500 Penalty: 3113.782227
	Iteration 60F: 3 clusters Score -714924.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -714925.625000 Penalty: 3113.782227
	Iteration 61Q: 3 clusters Score -714925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -714927.500000 Penalty: 3113.782227
	Iteration 62Q: 3 clusters Score -714927.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -714928.875000 Penalty: 3113.782227
	Iteration 63Q: 3 clusters Score -714928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -714932.812500 Penalty: 3113.782227
	Iteration 64Q: 3 clusters Score -714932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -714932.500000 Penalty: 3113.782227
	Iteration 65Q: 3 clusters Score -714932.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -714936.000000 Penalty: 3113.782227
	Iteration 66Q: 3 clusters Score -714936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -714938.375000 Penalty: 3113.782227
	Iteration 67Q: 3 clusters Score -714938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -714939.250000 Penalty: 3113.782227
	Iteration 68Q: 3 clusters Score -714939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -714940.187500 Penalty: 3113.782227
	Iteration 69Q: 3 clusters Score -714940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -714940.500000 Penalty: 3113.782227
	Iteration 70Q: 3 clusters Score -714940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -714942.375000 Penalty: 3113.782227
	Iteration 71Q: 3 clusters Score -714942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -714946.125000 Penalty: 3113.782227
	Iteration 72Q: 3 clusters Score -714946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -714946.437500 Penalty: 3113.782227
	Iteration 73Q: 3 clusters Score -714946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -714946.125000 Penalty: 3113.782227
	Iteration 74Q: 3 clusters Score -714946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -714946.687500 Penalty: 3113.782227
	Iteration 75Q: 3 clusters Score -714946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -714946.937500 Penalty: 3113.782227
	Iteration 76Q: 3 clusters Score -714946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -714948.125000 Penalty: 3113.782227
	Iteration 77Q: 3 clusters Score -714948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -714947.750000 Penalty: 3113.782227
	Iteration 78Q: 3 clusters Score -714947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -714949.000000 Penalty: 3113.782227
	Iteration 79Q: 3 clusters Score -714949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -714948.562500 Penalty: 3113.782227
	Iteration 80F: 3 clusters Score -714948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -714948.687500 Penalty: 3113.782227
	Iteration 81Q: 3 clusters Score -714948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -714948.750000 Penalty: 3113.782227
	Iteration 82Q: 3 clusters Score -714948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -714948.750000 Penalty: 3113.782227
	Iteration 83F: 3 clusters Score -714948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Entering Unmasked Estep 
Score: -850955.937500 Penalty: 1585.260864
	Iteration 0F: 2 clusters Score -850955.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -839151.000000 Penalty: 3170.521729
	Iteration 0F: 3 clusters Score -839151 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -843363.312500 Penalty: 3170.521729
	Iteration 1F: 3 clusters Score -843363.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -843772.937500 Penalty: 3170.521729
	Iteration 2F: 3 clusters Score -843772.9 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -844243.312500 Penalty: 3170.521729
	Iteration 3F: 3 clusters Score -844243.3 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -844797.125000 Penalty: 3170.521729
	Iteration 4F: 3 clusters Score -844797.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -845430.812500 Penalty: 3170.521729
	Iteration 5F: 3 clusters Score -845430.8 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -846187.562500 Penalty: 3170.521729
	Iteration 6F: 3 clusters Score -846187.6 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -846983.937500 Penalty: 3170.521729
	Iteration 7F: 3 clusters Score -846983.9 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -847674.312500 Penalty: 3170.521729
	Iteration 8F: 3 clusters Score -847674.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -848163.125000 Penalty: 3170.521729
	Iteration 9Q: 3 clusters Score -848163.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -848434.750000 Penalty: 3170.521729
	Iteration 10Q: 3 clusters Score -848434.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -848597.500000 Penalty: 3170.521729
	Iteration 11Q: 3 clusters Score -848597.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -848728.250000 Penalty: 3170.521729
	Iteration 12Q: 3 clusters Score -848728.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -848817.187500 Penalty: 3170.521729
	Iteration 13Q: 3 clusters Score -848817.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -848878.812500 Penalty: 3170.521729
	Iteration 14Q: 3 clusters Score -848878.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -848947.750000 Penalty: 3170.521729
	Iteration 15Q: 3 clusters Score -848947.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -849012.812500 Penalty: 3170.521729
	Iteration 16Q: 3 clusters Score -849012.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -849070.625000 Penalty: 3170.521729
	Iteration 17Q: 3 clusters Score -849070.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -849119.187500 Penalty: 3170.521729
	Iteration 18Q: 3 clusters Score -849119.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -849163.500000 Penalty: 3170.521729
	Iteration 19Q: 3 clusters Score -849163.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -849195.437500 Penalty: 3170.521729
	Iteration 20F: 3 clusters Score -849195.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -849221.500000 Penalty: 3170.521729
	Iteration 21Q: 3 clusters Score -849221.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -849243.562500 Penalty: 3170.521729
	Iteration 22Q: 3 clusters Score -849243.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -849264.187500 Penalty: 3170.521729
	Iteration 23Q: 3 clusters Score -849264.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -849279.687500 Penalty: 3170.521729
	Iteration 24Q: 3 clusters Score -849279.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -849295.625000 Penalty: 3170.521729
	Iteration 25Q: 3 clusters Score -849295.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -849307.562500 Penalty: 3170.521729
	Iteration 26Q: 3 clusters Score -849307.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -849324.250000 Penalty: 3170.521729
	Iteration 27Q: 3 clusters Score -849324.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -849332.750000 Penalty: 3170.521729
	Iteration 28Q: 3 clusters Score -849332.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -849347.437500 Penalty: 3170.521729
	Iteration 29Q: 3 clusters Score -849347.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -849364.500000 Penalty: 3170.521729
	Iteration 30Q: 3 clusters Score -849364.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -849377.937500 Penalty: 3170.521729
	Iteration 31Q: 3 clusters Score -849377.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -849396.500000 Penalty: 3170.521729
	Iteration 32Q: 3 clusters Score -849396.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -849406.562500 Penalty: 3170.521729
	Iteration 33Q: 3 clusters Score -849406.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -849422.562500 Penalty: 3170.521729
	Iteration 34Q: 3 clusters Score -849422.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -849436.500000 Penalty: 3170.521729
	Iteration 35Q: 3 clusters Score -849436.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -849457.312500 Penalty: 3170.521729
	Iteration 36Q: 3 clusters Score -849457.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -849474.187500 Penalty: 3170.521729
	Iteration 37Q: 3 clusters Score -849474.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -849486.750000 Penalty: 3170.521729
	Iteration 38Q: 3 clusters Score -849486.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -849501.812500 Penalty: 3170.521729
	Iteration 39Q: 3 clusters Score -849501.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -849511.500000 Penalty: 3170.521729
	Iteration 40F: 3 clusters Score -849511.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -849526.812500 Penalty: 3170.521729
	Iteration 41Q: 3 clusters Score -849526.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -849538.812500 Penalty: 3170.521729
	Iteration 42Q: 3 clusters Score -849538.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -849555.812500 Penalty: 3170.521729
	Iteration 43Q: 3 clusters Score -849555.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -849564.062500 Penalty: 3170.521729
	Iteration 44Q: 3 clusters Score -849564.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -849581.687500 Penalty: 3170.521729
	Iteration 45Q: 3 clusters Score -849581.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -849593.500000 Penalty: 3170.521729
	Iteration 46Q: 3 clusters Score -849593.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -849610.875000 Penalty: 3170.521729
	Iteration 47Q: 3 clusters Score -849610.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -849623.312500 Penalty: 3170.521729
	Iteration 48Q: 3 clusters Score -849623.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -849635.875000 Penalty: 3170.521729
	Iteration 49Q: 3 clusters Score -849635.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -849651.375000 Penalty: 3170.521729
	Iteration 50Q: 3 clusters Score -849651.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -849659.375000 Penalty: 3170.521729
	Iteration 51Q: 3 clusters Score -849659.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -849670.562500 Penalty: 3170.521729
	Iteration 52Q: 3 clusters Score -849670.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -849685.437500 Penalty: 3170.521729
	Iteration 53Q: 3 clusters Score -849685.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -849692.187500 Penalty: 3170.521729
	Iteration 54Q: 3 clusters Score -849692.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -849704.687500 Penalty: 3170.521729
	Iteration 55Q: 3 clusters Score -849704.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -849711.937500 Penalty: 3170.521729
	Iteration 56Q: 3 clusters Score -849711.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -849722.500000 Penalty: 3170.521729
	Iteration 57Q: 3 clusters Score -849722.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -849731.937500 Penalty: 3170.521729
	Iteration 58Q: 3 clusters Score -849731.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -849739.062500 Penalty: 3170.521729
	Iteration 59Q: 3 clusters Score -849739.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -849744.187500 Penalty: 3170.521729
	Iteration 60F: 3 clusters Score -849744.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -849754.750000 Penalty: 3170.521729
	Iteration 61Q: 3 clusters Score -849754.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -849761.750000 Penalty: 3170.521729
	Iteration 62Q: 3 clusters Score -849761.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -849767.375000 Penalty: 3170.521729
	Iteration 63Q: 3 clusters Score -849767.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -849773.562500 Penalty: 3170.521729
	Iteration 64Q: 3 clusters Score -849773.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -849785.000000 Penalty: 3170.521729
	Iteration 65Q: 3 clusters Score -849785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -849791.750000 Penalty: 3170.521729
	Iteration 66Q: 3 clusters Score -849791.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -849801.187500 Penalty: 3170.521729
	Iteration 67Q: 3 clusters Score -849801.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -849810.250000 Penalty: 3170.521729
	Iteration 68Q: 3 clusters Score -849810.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -849821.000000 Penalty: 3170.521729
	Iteration 69Q: 3 clusters Score -849821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -849826.125000 Penalty: 3170.521729
	Iteration 70Q: 3 clusters Score -849826.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -849835.125000 Penalty: 3170.521729
	Iteration 71Q: 3 clusters Score -849835.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -849841.875000 Penalty: 3170.521729
	Iteration 72Q: 3 clusters Score -849841.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -849850.625000 Penalty: 3170.521729
	Iteration 73Q: 3 clusters Score -849850.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -849860.562500 Penalty: 3170.521729
	Iteration 74Q: 3 clusters Score -849860.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -849865.250000 Penalty: 3170.521729
	Iteration 75Q: 3 clusters Score -849865.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -849872.625000 Penalty: 3170.521729
	Iteration 76Q: 3 clusters Score -849872.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -849876.437500 Penalty: 3170.521729
	Iteration 77Q: 3 clusters Score -849876.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -849879.687500 Penalty: 3170.521729
	Iteration 78Q: 3 clusters Score -849879.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -849880.750000 Penalty: 3170.521729
	Iteration 79Q: 3 clusters Score -849880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -849883.375000 Penalty: 3170.521729
	Iteration 80F: 3 clusters Score -849883.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -849885.937500 Penalty: 3170.521729
	Iteration 81Q: 3 clusters Score -849885.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -849888.375000 Penalty: 3170.521729
	Iteration 82Q: 3 clusters Score -849888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -849892.312500 Penalty: 3170.521729
	Iteration 83Q: 3 clusters Score -849892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -849894.187500 Penalty: 3170.521729
	Iteration 84Q: 3 clusters Score -849894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -849896.687500 Penalty: 3170.521729
	Iteration 85Q: 3 clusters Score -849896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -849901.062500 Penalty: 3170.521729
	Iteration 86Q: 3 clusters Score -849901.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -849901.250000 Penalty: 3170.521729
	Iteration 87Q: 3 clusters Score -849901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -849903.437500 Penalty: 3170.521729
	Iteration 88Q: 3 clusters Score -849903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -849901.687500 Penalty: 3170.521729
	Iteration 89Q: 3 clusters Score -849901.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -849905.562500 Penalty: 3170.521729
	Iteration 90Q: 3 clusters Score -849905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -849906.125000 Penalty: 3170.521729
	Iteration 91Q: 3 clusters Score -849906.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -849907.750000 Penalty: 3170.521729
	Iteration 92Q: 3 clusters Score -849907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -849908.500000 Penalty: 3170.521729
	Iteration 93Q: 3 clusters Score -849908.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -849911.750000 Penalty: 3170.521729
	Iteration 94Q: 3 clusters Score -849911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -849910.687500 Penalty: 3170.521729
	Iteration 95Q: 3 clusters Score -849910.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -849911.000000 Penalty: 3170.521729
	Iteration 96Q: 3 clusters Score -849911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -849915.312500 Penalty: 3170.521729
	Iteration 97Q: 3 clusters Score -849915.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -849915.250000 Penalty: 3170.521729
	Iteration 98Q: 3 clusters Score -849915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -849915.937500 Penalty: 3170.521729
	Iteration 99Q: 3 clusters Score -849915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -849917.562500 Penalty: 3170.521729
	Iteration 100F: 3 clusters Score -849917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -849919.187500 Penalty: 3170.521729
	Iteration 101Q: 3 clusters Score -849919.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -849919.937500 Penalty: 3170.521729
	Iteration 102Q: 3 clusters Score -849919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -849923.875000 Penalty: 3170.521729
	Iteration 103Q: 3 clusters Score -849923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -849924.687500 Penalty: 3170.521729
	Iteration 104Q: 3 clusters Score -849924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -849924.625000 Penalty: 3170.521729
	Iteration 105Q: 3 clusters Score -849924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -849927.625000 Penalty: 3170.521729
	Iteration 106Q: 3 clusters Score -849927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -849928.937500 Penalty: 3170.521729
	Iteration 107Q: 3 clusters Score -849928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -849929.625000 Penalty: 3170.521729
	Iteration 108Q: 3 clusters Score -849929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -849931.750000 Penalty: 3170.521729
	Iteration 109Q: 3 clusters Score -849931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -849932.125000 Penalty: 3170.521729
	Iteration 110Q: 3 clusters Score -849932.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -849934.000000 Penalty: 3170.521729
	Iteration 111Q: 3 clusters Score -849934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -849937.562500 Penalty: 3170.521729
	Iteration 112Q: 3 clusters Score -849937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -849937.500000 Penalty: 3170.521729
	Iteration 113Q: 3 clusters Score -849937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -849937.687500 Penalty: 3170.521729
	Iteration 114Q: 3 clusters Score -849937.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -849938.562500 Penalty: 3170.521729
	Iteration 115Q: 3 clusters Score -849938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -849940.062500 Penalty: 3170.521729
	Iteration 116Q: 3 clusters Score -849940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -849940.750000 Penalty: 3170.521729
	Iteration 117Q: 3 clusters Score -849940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -849941.375000 Penalty: 3170.521729
	Iteration 118Q: 3 clusters Score -849941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -849940.250000 Penalty: 3170.521729
	Iteration 119Q: 3 clusters Score -849940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -849941.562500 Penalty: 3170.521729
	Iteration 120F: 3 clusters Score -849941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -849944.062500 Penalty: 3170.521729
	Iteration 121Q: 3 clusters Score -849944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -849943.375000 Penalty: 3170.521729
	Iteration 122Q: 3 clusters Score -849943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -849944.937500 Penalty: 3170.521729
	Iteration 123Q: 3 clusters Score -849944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -849944.812500 Penalty: 3170.521729
	Iteration 124Q: 3 clusters Score -849944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -849944.812500 Penalty: 3170.521729
	Iteration 125F: 3 clusters Score -849944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Entering Unmasked Estep 
Score: -2732795.500000 Penalty: 1777.564453
	Iteration 0F: 2 clusters Score -2732796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -2695271.500000 Penalty: 3555.128906
	Iteration 0F: 3 clusters Score -2695272 nChanged 26419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -2710709.000000 Penalty: 3555.128906
	Iteration 1F: 3 clusters Score -2710709 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -2711372.250000 Penalty: 3555.128906
	Iteration 2Q: 3 clusters Score -2711372 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2712266.750000 Penalty: 3555.128906
	Iteration 3Q: 3 clusters Score -2712267 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -2713502.500000 Penalty: 3555.128906
	Iteration 4Q: 3 clusters Score -2713502 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2715250.250000 Penalty: 3555.128906
	Iteration 5F: 3 clusters Score -2715250 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2717590.000000 Penalty: 3555.128906
	Iteration 6F: 3 clusters Score -2717590 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2720243.000000 Penalty: 3555.128906
	Iteration 7F: 3 clusters Score -2720243 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2722703.750000 Penalty: 3555.128906
	Iteration 8F: 3 clusters Score -2722704 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2724701.250000 Penalty: 3555.128906
	Iteration 9F: 3 clusters Score -2724701 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2726310.000000 Penalty: 3555.128906
	Iteration 10Q: 3 clusters Score -2726310 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2727786.250000 Penalty: 3555.128906
	Iteration 11Q: 3 clusters Score -2727786 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2729080.000000 Penalty: 3555.128906
	Iteration 12Q: 3 clusters Score -2729080 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2730060.750000 Penalty: 3555.128906
	Iteration 13Q: 3 clusters Score -2730061 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2730622.750000 Penalty: 3555.128906
	Iteration 14Q: 3 clusters Score -2730623 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2730976.250000 Penalty: 3555.128906
	Iteration 15Q: 3 clusters Score -2730976 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2731231.750000 Penalty: 3555.128906
	Iteration 16Q: 3 clusters Score -2731232 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2731452.500000 Penalty: 3555.128906
	Iteration 17Q: 3 clusters Score -2731452 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2731634.500000 Penalty: 3555.128906
	Iteration 18Q: 3 clusters Score -2731634 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2731773.250000 Penalty: 3555.128906
	Iteration 19Q: 3 clusters Score -2731773 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2731878.500000 Penalty: 3555.128906
	Iteration 20F: 3 clusters Score -2731878 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2731982.500000 Penalty: 3555.128906
	Iteration 21Q: 3 clusters Score -2731982 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2732082.500000 Penalty: 3555.128906
	Iteration 22Q: 3 clusters Score -2732082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2732212.750000 Penalty: 3555.128906
	Iteration 23Q: 3 clusters Score -2732213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2732351.250000 Penalty: 3555.128906
	Iteration 24Q: 3 clusters Score -2732351 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2732452.750000 Penalty: 3555.128906
	Iteration 25Q: 3 clusters Score -2732453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2732521.750000 Penalty: 3555.128906
	Iteration 26Q: 3 clusters Score -2732522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2732561.500000 Penalty: 3555.128906
	Iteration 27Q: 3 clusters Score -2732562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2732571.500000 Penalty: 3555.128906
	Iteration 28Q: 3 clusters Score -2732572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2732590.250000 Penalty: 3555.128906
	Iteration 29Q: 3 clusters Score -2732590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2732601.750000 Penalty: 3555.128906
	Iteration 30Q: 3 clusters Score -2732602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2732604.250000 Penalty: 3555.128906
	Iteration 31Q: 3 clusters Score -2732604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2732608.500000 Penalty: 3555.128906
	Iteration 32Q: 3 clusters Score -2732608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2732614.750000 Penalty: 3555.128906
	Iteration 33Q: 3 clusters Score -2732615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2732615.000000 Penalty: 3555.128906
	Iteration 34Q: 3 clusters Score -2732615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2732613.250000 Penalty: 3555.128906
	Iteration 35Q: 3 clusters Score -2732613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2732615.000000 Penalty: 3555.128906
	Iteration 36Q: 3 clusters Score -2732615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2732622.000000 Penalty: 3555.128906
	Iteration 37Q: 3 clusters Score -2732622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2732629.250000 Penalty: 3555.128906
	Iteration 38Q: 3 clusters Score -2732629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2732628.250000 Penalty: 3555.128906
	Iteration 39Q: 3 clusters Score -2732628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2732625.250000 Penalty: 3555.128906
	Iteration 40F: 3 clusters Score -2732625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2732624.500000 Penalty: 3555.128906
	Iteration 41Q: 3 clusters Score -2732624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2732625.250000 Penalty: 3555.128906
	Iteration 42Q: 3 clusters Score -2732625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2732623.750000 Penalty: 3555.128906
	Iteration 43Q: 3 clusters Score -2732624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2732620.750000 Penalty: 3555.128906
	Iteration 44Q: 3 clusters Score -2732621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2732620.750000 Penalty: 3555.128906
	Iteration 45F: 3 clusters Score -2732621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Entering Unmasked Estep 
Score: -365854.781250 Penalty: 1453.447021
	Iteration 0F: 2 clusters Score -365854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -360147.593750 Penalty: 2906.894043
	Iteration 0F: 3 clusters Score -360147.6 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -361900.843750 Penalty: 2906.894043
	Iteration 1F: 3 clusters Score -361900.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -362248.000000 Penalty: 2906.894043
	Iteration 2F: 3 clusters Score -362248 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -362566.906250 Penalty: 2906.894043
	Iteration 3F: 3 clusters Score -362566.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -362877.406250 Penalty: 2906.894043
	Iteration 4F: 3 clusters Score -362877.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -363164.968750 Penalty: 2906.894043
	Iteration 5F: 3 clusters Score -363165 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -363461.531250 Penalty: 2906.894043
	Iteration 6F: 3 clusters Score -363461.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -363790.906250 Penalty: 2906.894043
	Iteration 7F: 3 clusters Score -363790.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -364127.843750 Penalty: 2906.894043
	Iteration 8Q: 3 clusters Score -364127.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -364337.718750 Penalty: 2906.894043
	Iteration 9Q: 3 clusters Score -364337.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -364468.156250 Penalty: 2906.894043
	Iteration 10Q: 3 clusters Score -364468.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -364544.125000 Penalty: 2906.894043
	Iteration 11Q: 3 clusters Score -364544.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -364581.562500 Penalty: 2906.894043
	Iteration 12Q: 3 clusters Score -364581.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -364604.031250 Penalty: 2906.894043
	Iteration 13Q: 3 clusters Score -364604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -364618.312500 Penalty: 2906.894043
	Iteration 14Q: 3 clusters Score -364618.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -364630.562500 Penalty: 2906.894043
	Iteration 15Q: 3 clusters Score -364630.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -364641.187500 Penalty: 2906.894043
	Iteration 16Q: 3 clusters Score -364641.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -364649.375000 Penalty: 2906.894043
	Iteration 17Q: 3 clusters Score -364649.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -364654.718750 Penalty: 2906.894043
	Iteration 18Q: 3 clusters Score -364654.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -364659.531250 Penalty: 2906.894043
	Iteration 19Q: 3 clusters Score -364659.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -364667.562500 Penalty: 2906.894043
	Iteration 20F: 3 clusters Score -364667.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -364675.781250 Penalty: 2906.894043
	Iteration 21Q: 3 clusters Score -364675.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -364683.031250 Penalty: 2906.894043
	Iteration 22Q: 3 clusters Score -364683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -364687.406250 Penalty: 2906.894043
	Iteration 23Q: 3 clusters Score -364687.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -364689.937500 Penalty: 2906.894043
	Iteration 24Q: 3 clusters Score -364689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -364692.031250 Penalty: 2906.894043
	Iteration 25Q: 3 clusters Score -364692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -364693.843750 Penalty: 2906.894043
	Iteration 26Q: 3 clusters Score -364693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -364694.906250 Penalty: 2906.894043
	Iteration 27Q: 3 clusters Score -364694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -364695.937500 Penalty: 2906.894043
	Iteration 28Q: 3 clusters Score -364695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -364695.593750 Penalty: 2906.894043
	Iteration 29Q: 3 clusters Score -364695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -364695.593750 Penalty: 2906.894043
	Iteration 30F: 3 clusters Score -364695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -337726.375000 Penalty: 1436.993652
	Iteration 0F: 2 clusters Score -337726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -332424.906250 Penalty: 2873.987305
	Iteration 0F: 3 clusters Score -332424.9 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -334042.531250 Penalty: 2873.987305
	Iteration 1F: 3 clusters Score -334042.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -334221.906250 Penalty: 2873.987305
	Iteration 2F: 3 clusters Score -334221.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -334335.218750 Penalty: 2873.987305
	Iteration 3Q: 3 clusters Score -334335.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -334425.625000 Penalty: 2873.987305
	Iteration 4Q: 3 clusters Score -334425.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -334498.937500 Penalty: 2873.987305
	Iteration 5Q: 3 clusters Score -334498.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -334571.812500 Penalty: 2873.987305
	Iteration 6Q: 3 clusters Score -334571.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -334649.218750 Penalty: 2873.987305
	Iteration 7Q: 3 clusters Score -334649.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -334720.093750 Penalty: 2873.987305
	Iteration 8Q: 3 clusters Score -334720.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -334787.281250 Penalty: 2873.987305
	Iteration 9Q: 3 clusters Score -334787.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -334848.656250 Penalty: 2873.987305
	Iteration 10Q: 3 clusters Score -334848.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -334917.156250 Penalty: 2873.987305
	Iteration 11Q: 3 clusters Score -334917.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -334985.375000 Penalty: 2873.987305
	Iteration 12Q: 3 clusters Score -334985.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -335063.906250 Penalty: 2873.987305
	Iteration 13Q: 3 clusters Score -335063.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -335157.906250 Penalty: 2873.987305
	Iteration 14Q: 3 clusters Score -335157.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -335251.968750 Penalty: 2873.987305
	Iteration 15Q: 3 clusters Score -335252 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -335345.593750 Penalty: 2873.987305
	Iteration 16Q: 3 clusters Score -335345.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -335438.437500 Penalty: 2873.987305
	Iteration 17Q: 3 clusters Score -335438.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -335554.500000 Penalty: 2873.987305
	Iteration 18Q: 3 clusters Score -335554.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -335686.906250 Penalty: 2873.987305
	Iteration 19Q: 3 clusters Score -335686.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -335846.187500 Penalty: 2873.987305
	Iteration 20F: 3 clusters Score -335846.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -335978.562500 Penalty: 2873.987305
	Iteration 21Q: 3 clusters Score -335978.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -336109.250000 Penalty: 2873.987305
	Iteration 22Q: 3 clusters Score -336109.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -336227.218750 Penalty: 2873.987305
	Iteration 23Q: 3 clusters Score -336227.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -336305.656250 Penalty: 2873.987305
	Iteration 24Q: 3 clusters Score -336305.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -336359.312500 Penalty: 2873.987305
	Iteration 25Q: 3 clusters Score -336359.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -336389.687500 Penalty: 2873.987305
	Iteration 26Q: 3 clusters Score -336389.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -336409.250000 Penalty: 2873.987305
	Iteration 27Q: 3 clusters Score -336409.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -336426.093750 Penalty: 2873.987305
	Iteration 28Q: 3 clusters Score -336426.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -336433.093750 Penalty: 2873.987305
	Iteration 29Q: 3 clusters Score -336433.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -336439.906250 Penalty: 2873.987305
	Iteration 30Q: 3 clusters Score -336439.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -336446.437500 Penalty: 2873.987305
	Iteration 31Q: 3 clusters Score -336446.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -336452.906250 Penalty: 2873.987305
	Iteration 32Q: 3 clusters Score -336452.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -336457.281250 Penalty: 2873.987305
	Iteration 33Q: 3 clusters Score -336457.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -336459.843750 Penalty: 2873.987305
	Iteration 34Q: 3 clusters Score -336459.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -336461.781250 Penalty: 2873.987305
	Iteration 35Q: 3 clusters Score -336461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -336463.062500 Penalty: 2873.987305
	Iteration 36Q: 3 clusters Score -336463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -336464.437500 Penalty: 2873.987305
	Iteration 37Q: 3 clusters Score -336464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -336465.562500 Penalty: 2873.987305
	Iteration 38Q: 3 clusters Score -336465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -336466.843750 Penalty: 2873.987305
	Iteration 39Q: 3 clusters Score -336466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -336466.468750 Penalty: 2873.987305
	Iteration 40F: 3 clusters Score -336466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -336467.156250 Penalty: 2873.987305
	Iteration 41Q: 3 clusters Score -336467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -336467.406250 Penalty: 2873.987305
	Iteration 42Q: 3 clusters Score -336467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -336467.562500 Penalty: 2873.987305
	Iteration 43Q: 3 clusters Score -336467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -336467.531250 Penalty: 2873.987305
	Iteration 44Q: 3 clusters Score -336467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -336468.937500 Penalty: 2873.987305
	Iteration 45Q: 3 clusters Score -336468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -336468.218750 Penalty: 2873.987305
	Iteration 46Q: 3 clusters Score -336468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -336468.406250 Penalty: 2873.987305
	Iteration 47Q: 3 clusters Score -336468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -336469.531250 Penalty: 2873.987305
	Iteration 48Q: 3 clusters Score -336469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -336469.562500 Penalty: 2873.987305
	Iteration 49Q: 3 clusters Score -336469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -336468.906250 Penalty: 2873.987305
	Iteration 50Q: 3 clusters Score -336468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -336468.906250 Penalty: 2873.987305
	Iteration 51F: 3 clusters Score -336468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Entering Unmasked Estep 
Score: -710333.250000 Penalty: 1561.710327
	Iteration 0F: 2 clusters Score -710333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -699995.000000 Penalty: 3123.420654
	Iteration 0F: 3 clusters Score -699995 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -703718.750000 Penalty: 3123.420654
	Iteration 1F: 3 clusters Score -703718.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -704166.625000 Penalty: 3123.420654
	Iteration 2F: 3 clusters Score -704166.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -704637.687500 Penalty: 3123.420654
	Iteration 3F: 3 clusters Score -704637.7 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -705207.750000 Penalty: 3123.420654
	Iteration 4F: 3 clusters Score -705207.8 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -705841.875000 Penalty: 3123.420654
	Iteration 5F: 3 clusters Score -705841.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -706665.500000 Penalty: 3123.420654
	Iteration 6F: 3 clusters Score -706665.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -707586.062500 Penalty: 3123.420654
	Iteration 7F: 3 clusters Score -707586.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -708385.937500 Penalty: 3123.420654
	Iteration 8F: 3 clusters Score -708385.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -708758.437500 Penalty: 3123.420654
	Iteration 9Q: 3 clusters Score -708758.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -708912.812500 Penalty: 3123.420654
	Iteration 10Q: 3 clusters Score -708912.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -708985.875000 Penalty: 3123.420654
	Iteration 11Q: 3 clusters Score -708985.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -709033.562500 Penalty: 3123.420654
	Iteration 12Q: 3 clusters Score -709033.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -709066.625000 Penalty: 3123.420654
	Iteration 13Q: 3 clusters Score -709066.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -709105.625000 Penalty: 3123.420654
	Iteration 14Q: 3 clusters Score -709105.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -709126.187500 Penalty: 3123.420654
	Iteration 15Q: 3 clusters Score -709126.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -709140.312500 Penalty: 3123.420654
	Iteration 16Q: 3 clusters Score -709140.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -709153.125000 Penalty: 3123.420654
	Iteration 17Q: 3 clusters Score -709153.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -709159.500000 Penalty: 3123.420654
	Iteration 18Q: 3 clusters Score -709159.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -709162.875000 Penalty: 3123.420654
	Iteration 19Q: 3 clusters Score -709162.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -709168.625000 Penalty: 3123.420654
	Iteration 20F: 3 clusters Score -709168.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -709173.062500 Penalty: 3123.420654
	Iteration 21Q: 3 clusters Score -709173.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -709175.562500 Penalty: 3123.420654
	Iteration 22Q: 3 clusters Score -709175.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -709179.000000 Penalty: 3123.420654
	Iteration 23Q: 3 clusters Score -709179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -709179.375000 Penalty: 3123.420654
	Iteration 24Q: 3 clusters Score -709179.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -709184.687500 Penalty: 3123.420654
	Iteration 25Q: 3 clusters Score -709184.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -709184.562500 Penalty: 3123.420654
	Iteration 26Q: 3 clusters Score -709184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -709183.000000 Penalty: 3123.420654
	Iteration 27Q: 3 clusters Score -709183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -709182.500000 Penalty: 3123.420654
	Iteration 28Q: 3 clusters Score -709182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -709184.000000 Penalty: 3123.420654
	Iteration 29Q: 3 clusters Score -709184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -709185.875000 Penalty: 3123.420654
	Iteration 30Q: 3 clusters Score -709185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -709187.625000 Penalty: 3123.420654
	Iteration 31Q: 3 clusters Score -709187.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -709191.312500 Penalty: 3123.420654
	Iteration 32Q: 3 clusters Score -709191.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -709188.625000 Penalty: 3123.420654
	Iteration 33Q: 3 clusters Score -709188.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -709192.437500 Penalty: 3123.420654
	Iteration 34Q: 3 clusters Score -709192.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -709193.687500 Penalty: 3123.420654
	Iteration 35Q: 3 clusters Score -709193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -709195.250000 Penalty: 3123.420654
	Iteration 36Q: 3 clusters Score -709195.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -709196.937500 Penalty: 3123.420654
	Iteration 37Q: 3 clusters Score -709196.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -709199.000000 Penalty: 3123.420654
	Iteration 38Q: 3 clusters Score -709199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -709200.000000 Penalty: 3123.420654
	Iteration 39Q: 3 clusters Score -709200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -709202.375000 Penalty: 3123.420654
	Iteration 40F: 3 clusters Score -709202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -709203.125000 Penalty: 3123.420654
	Iteration 41Q: 3 clusters Score -709203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -709205.437500 Penalty: 3123.420654
	Iteration 42Q: 3 clusters Score -709205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -709205.000000 Penalty: 3123.420654
	Iteration 43Q: 3 clusters Score -709205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -709205.812500 Penalty: 3123.420654
	Iteration 44Q: 3 clusters Score -709205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -709205.812500 Penalty: 3123.420654
	Iteration 45F: 3 clusters Score -709205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -128202.632812 Penalty: 1278.839844
	Iteration 0F: 2 clusters Score -128202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -125707.101562 Penalty: 2557.679688
	Iteration 0F: 3 clusters Score -125707.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -126231.734375 Penalty: 2557.679688
	Iteration 1F: 3 clusters Score -126231.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -126355.796875 Penalty: 2557.679688
	Iteration 2F: 3 clusters Score -126355.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -126431.234375 Penalty: 2557.679688
	Iteration 3F: 3 clusters Score -126431.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -126484.859375 Penalty: 2557.679688
	Iteration 4Q: 3 clusters Score -126484.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -126549.296875 Penalty: 2557.679688
	Iteration 5Q: 3 clusters Score -126549.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -126609.929688 Penalty: 2557.679688
	Iteration 6Q: 3 clusters Score -126609.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -126672.109375 Penalty: 2557.679688
	Iteration 7Q: 3 clusters Score -126672.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -126712.609375 Penalty: 2557.679688
	Iteration 8Q: 3 clusters Score -126712.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -126760.960938 Penalty: 2557.679688
	Iteration 9Q: 3 clusters Score -126761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -126802.898438 Penalty: 2557.679688
	Iteration 10Q: 3 clusters Score -126802.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -126834.843750 Penalty: 2557.679688
	Iteration 11Q: 3 clusters Score -126834.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -126868.179688 Penalty: 2557.679688
	Iteration 12Q: 3 clusters Score -126868.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -126904.554688 Penalty: 2557.679688
	Iteration 13Q: 3 clusters Score -126904.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -126944.546875 Penalty: 2557.679688
	Iteration 14Q: 3 clusters Score -126944.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -126981.085938 Penalty: 2557.679688
	Iteration 15Q: 3 clusters Score -126981.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -127018.101562 Penalty: 2557.679688
	Iteration 16Q: 3 clusters Score -127018.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -127044.953125 Penalty: 2557.679688
	Iteration 17Q: 3 clusters Score -127045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -127064.687500 Penalty: 2557.679688
	Iteration 18Q: 3 clusters Score -127064.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -127081.750000 Penalty: 2557.679688
	Iteration 19Q: 3 clusters Score -127081.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -127096.765625 Penalty: 2557.679688
	Iteration 20F: 3 clusters Score -127096.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -127108.781250 Penalty: 2557.679688
	Iteration 21Q: 3 clusters Score -127108.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -127126.476562 Penalty: 2557.679688
	Iteration 22Q: 3 clusters Score -127126.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127138.031250 Penalty: 2557.679688
	Iteration 23Q: 3 clusters Score -127138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -127146.000000 Penalty: 2557.679688
	Iteration 24Q: 3 clusters Score -127146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -127154.109375 Penalty: 2557.679688
	Iteration 25Q: 3 clusters Score -127154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -127163.710938 Penalty: 2557.679688
	Iteration 26Q: 3 clusters Score -127163.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -127172.296875 Penalty: 2557.679688
	Iteration 27Q: 3 clusters Score -127172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -127182.492188 Penalty: 2557.679688
	Iteration 28Q: 3 clusters Score -127182.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -127190.898438 Penalty: 2557.679688
	Iteration 29Q: 3 clusters Score -127190.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -127197.289062 Penalty: 2557.679688
	Iteration 30Q: 3 clusters Score -127197.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -127203.031250 Penalty: 2557.679688
	Iteration 31Q: 3 clusters Score -127203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -127208.695312 Penalty: 2557.679688
	Iteration 32Q: 3 clusters Score -127208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -127212.960938 Penalty: 2557.679688
	Iteration 33Q: 3 clusters Score -127213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -127214.640625 Penalty: 2557.679688
	Iteration 34Q: 3 clusters Score -127214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -127216.515625 Penalty: 2557.679688
	Iteration 35Q: 3 clusters Score -127216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127218.601562 Penalty: 2557.679688
	Iteration 36Q: 3 clusters Score -127218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -127220.890625 Penalty: 2557.679688
	Iteration 37Q: 3 clusters Score -127220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -127224.195312 Penalty: 2557.679688
	Iteration 38Q: 3 clusters Score -127224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127227.234375 Penalty: 2557.679688
	Iteration 39Q: 3 clusters Score -127227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -127230.656250 Penalty: 2557.679688
	Iteration 40F: 3 clusters Score -127230.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127233.468750 Penalty: 2557.679688
	Iteration 41Q: 3 clusters Score -127233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -127238.351562 Penalty: 2557.679688
	Iteration 42Q: 3 clusters Score -127238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -127240.296875 Penalty: 2557.679688
	Iteration 43Q: 3 clusters Score -127240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127242.515625 Penalty: 2557.679688
	Iteration 44Q: 3 clusters Score -127242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127245.507812 Penalty: 2557.679688
	Iteration 45Q: 3 clusters Score -127245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -127246.968750 Penalty: 2557.679688
	Iteration 46Q: 3 clusters Score -127247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127248.601562 Penalty: 2557.679688
	Iteration 47Q: 3 clusters Score -127248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127249.804688 Penalty: 2557.679688
	Iteration 48Q: 3 clusters Score -127249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -127250.859375 Penalty: 2557.679688
	Iteration 49Q: 3 clusters Score -127250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127252.367188 Penalty: 2557.679688
	Iteration 50Q: 3 clusters Score -127252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127254.859375 Penalty: 2557.679688
	Iteration 51Q: 3 clusters Score -127254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -127256.218750 Penalty: 2557.679688
	Iteration 52Q: 3 clusters Score -127256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127256.562500 Penalty: 2557.679688
	Iteration 53Q: 3 clusters Score -127256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127256.882812 Penalty: 2557.679688
	Iteration 54Q: 3 clusters Score -127256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127256.882812 Penalty: 2557.679688
	Iteration 55F: 3 clusters Score -127256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -191059.265625 Penalty: 1347.172607
	Iteration 0F: 2 clusters Score -191059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -187757.718750 Penalty: 2694.345215
	Iteration 0F: 3 clusters Score -187757.7 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -188548.375000 Penalty: 2694.345215
	Iteration 1F: 3 clusters Score -188548.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -188685.937500 Penalty: 2694.345215
	Iteration 2F: 3 clusters Score -188685.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -188768.796875 Penalty: 2694.345215
	Iteration 3Q: 3 clusters Score -188768.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -188821.171875 Penalty: 2694.345215
	Iteration 4Q: 3 clusters Score -188821.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -188876.265625 Penalty: 2694.345215
	Iteration 5Q: 3 clusters Score -188876.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -188945.156250 Penalty: 2694.345215
	Iteration 6Q: 3 clusters Score -188945.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -189012.984375 Penalty: 2694.345215
	Iteration 7Q: 3 clusters Score -189013 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -189097.671875 Penalty: 2694.345215
	Iteration 8Q: 3 clusters Score -189097.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -189202.203125 Penalty: 2694.345215
	Iteration 9Q: 3 clusters Score -189202.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -189348.609375 Penalty: 2694.345215
	Iteration 10Q: 3 clusters Score -189348.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -189524.515625 Penalty: 2694.345215
	Iteration 11Q: 3 clusters Score -189524.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -189761.578125 Penalty: 2694.345215
	Iteration 12F: 3 clusters Score -189761.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -190006.093750 Penalty: 2694.345215
	Iteration 13F: 3 clusters Score -190006.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -190222.640625 Penalty: 2694.345215
	Iteration 14Q: 3 clusters Score -190222.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190437.343750 Penalty: 2694.345215
	Iteration 15Q: 3 clusters Score -190437.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -190594.500000 Penalty: 2694.345215
	Iteration 16Q: 3 clusters Score -190594.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -190661.343750 Penalty: 2694.345215
	Iteration 17Q: 3 clusters Score -190661.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -190690.843750 Penalty: 2694.345215
	Iteration 18Q: 3 clusters Score -190690.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -190700.484375 Penalty: 2694.345215
	Iteration 19Q: 3 clusters Score -190700.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -190705.906250 Penalty: 2694.345215
	Iteration 20F: 3 clusters Score -190705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -190709.718750 Penalty: 2694.345215
	Iteration 21Q: 3 clusters Score -190709.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -190714.046875 Penalty: 2694.345215
	Iteration 22Q: 3 clusters Score -190714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -190717.453125 Penalty: 2694.345215
	Iteration 23Q: 3 clusters Score -190717.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -190722.500000 Penalty: 2694.345215
	Iteration 24Q: 3 clusters Score -190722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -190727.546875 Penalty: 2694.345215
	Iteration 25Q: 3 clusters Score -190727.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -190731.359375 Penalty: 2694.345215
	Iteration 26Q: 3 clusters Score -190731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -190734.359375 Penalty: 2694.345215
	Iteration 27Q: 3 clusters Score -190734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -190736.531250 Penalty: 2694.345215
	Iteration 28Q: 3 clusters Score -190736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -190738.687500 Penalty: 2694.345215
	Iteration 29Q: 3 clusters Score -190738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -190739.203125 Penalty: 2694.345215
	Iteration 30Q: 3 clusters Score -190739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -190739.593750 Penalty: 2694.345215
	Iteration 31Q: 3 clusters Score -190739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -190740.515625 Penalty: 2694.345215
	Iteration 32Q: 3 clusters Score -190740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -190741.453125 Penalty: 2694.345215
	Iteration 33Q: 3 clusters Score -190741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -190742.125000 Penalty: 2694.345215
	Iteration 34Q: 3 clusters Score -190742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -190743.656250 Penalty: 2694.345215
	Iteration 35Q: 3 clusters Score -190743.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -190744.328125 Penalty: 2694.345215
	Iteration 36Q: 3 clusters Score -190744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -190744.328125 Penalty: 2694.345215
	Iteration 37F: 3 clusters Score -190744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Entering Unmasked Estep 
Score: -198590.250000 Penalty: 1348.512573
	Iteration 0F: 2 clusters Score -198590.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -195248.515625 Penalty: 2697.025146
	Iteration 0F: 3 clusters Score -195248.5 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -196102.593750 Penalty: 2697.025146
	Iteration 1F: 3 clusters Score -196102.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -196253.765625 Penalty: 2697.025146
	Iteration 2F: 3 clusters Score -196253.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -196361.234375 Penalty: 2697.025146
	Iteration 3Q: 3 clusters Score -196361.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -196453.750000 Penalty: 2697.025146
	Iteration 4Q: 3 clusters Score -196453.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -196535.734375 Penalty: 2697.025146
	Iteration 5Q: 3 clusters Score -196535.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -196640.671875 Penalty: 2697.025146
	Iteration 6Q: 3 clusters Score -196640.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -196749.937500 Penalty: 2697.025146
	Iteration 7Q: 3 clusters Score -196749.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -196847.015625 Penalty: 2697.025146
	Iteration 8Q: 3 clusters Score -196847 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -196948.234375 Penalty: 2697.025146
	Iteration 9Q: 3 clusters Score -196948.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -197054.765625 Penalty: 2697.025146
	Iteration 10Q: 3 clusters Score -197054.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -197140.890625 Penalty: 2697.025146
	Iteration 11Q: 3 clusters Score -197140.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -197203.109375 Penalty: 2697.025146
	Iteration 12Q: 3 clusters Score -197203.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -197260.531250 Penalty: 2697.025146
	Iteration 13Q: 3 clusters Score -197260.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197321.093750 Penalty: 2697.025146
	Iteration 14Q: 3 clusters Score -197321.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -197366.906250 Penalty: 2697.025146
	Iteration 15Q: 3 clusters Score -197366.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -197414.046875 Penalty: 2697.025146
	Iteration 16Q: 3 clusters Score -197414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -197455.062500 Penalty: 2697.025146
	Iteration 17Q: 3 clusters Score -197455.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -197482.546875 Penalty: 2697.025146
	Iteration 18Q: 3 clusters Score -197482.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197497.812500 Penalty: 2697.025146
	Iteration 19Q: 3 clusters Score -197497.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -197516.437500 Penalty: 2697.025146
	Iteration 20F: 3 clusters Score -197516.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -197532.828125 Penalty: 2697.025146
	Iteration 21Q: 3 clusters Score -197532.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -197546.796875 Penalty: 2697.025146
	Iteration 22Q: 3 clusters Score -197546.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -197558.906250 Penalty: 2697.025146
	Iteration 23Q: 3 clusters Score -197558.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197572.078125 Penalty: 2697.025146
	Iteration 24Q: 3 clusters Score -197572.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -197582.750000 Penalty: 2697.025146
	Iteration 25Q: 3 clusters Score -197582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -197591.046875 Penalty: 2697.025146
	Iteration 26Q: 3 clusters Score -197591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -197599.046875 Penalty: 2697.025146
	Iteration 27Q: 3 clusters Score -197599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -197603.515625 Penalty: 2697.025146
	Iteration 28Q: 3 clusters Score -197603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -197606.187500 Penalty: 2697.025146
	Iteration 29Q: 3 clusters Score -197606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -197607.687500 Penalty: 2697.025146
	Iteration 30Q: 3 clusters Score -197607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -197609.484375 Penalty: 2697.025146
	Iteration 31Q: 3 clusters Score -197609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -197610.171875 Penalty: 2697.025146
	Iteration 32Q: 3 clusters Score -197610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -197610.171875 Penalty: 2697.025146
	Iteration 33F: 3 clusters Score -197610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -100477.507812 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -100477.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98386.484375 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -98386.48 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98857.406250 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -98857.41 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -98956.515625 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -98956.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -99004.914062 Penalty: 2477.047607
	Iteration 3Q: 3 clusters Score -99004.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -99041.500000 Penalty: 2477.047607
	Iteration 4Q: 3 clusters Score -99041.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -99063.320312 Penalty: 2477.047607
	Iteration 5Q: 3 clusters Score -99063.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -99078.289062 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -99078.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -99090.117188 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -99090.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -99100.992188 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -99100.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -99110.046875 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -99110.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -99118.000000 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -99118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -99120.992188 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -99120.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -99125.031250 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -99125.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99128.320312 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -99128.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -99131.070312 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -99131.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -99133.351562 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -99133.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -99135.687500 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -99135.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -99137.679688 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -99137.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -99139.859375 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -99139.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -99142.085938 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -99142.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -99143.187500 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -99143.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -99144.320312 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -99144.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -99145.851562 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -99145.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -99147.164062 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -99147.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99147.937500 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -99147.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99150.656250 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -99150.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -99152.703125 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -99152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99154.367188 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -99154.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99155.867188 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -99155.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99157.359375 Penalty: 2477.047607
	Iteration 29Q: 3 clusters Score -99157.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99159.257812 Penalty: 2477.047607
	Iteration 30Q: 3 clusters Score -99159.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99161.117188 Penalty: 2477.047607
	Iteration 31Q: 3 clusters Score -99161.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99162.617188 Penalty: 2477.047607
	Iteration 32Q: 3 clusters Score -99162.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99162.703125 Penalty: 2477.047607
	Iteration 33Q: 3 clusters Score -99162.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99162.703125 Penalty: 2477.047607
	Iteration 34F: 3 clusters Score -99162.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Entering Unmasked Estep 
Score: -383291.062500 Penalty: 1456.221924
	Iteration 0F: 2 clusters Score -383291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -377532.625000 Penalty: 2912.443848
	Iteration 0F: 3 clusters Score -377532.6 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -379365.656250 Penalty: 2912.443848
	Iteration 1F: 3 clusters Score -379365.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -379590.125000 Penalty: 2912.443848
	Iteration 2F: 3 clusters Score -379590.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -379744.718750 Penalty: 2912.443848
	Iteration 3Q: 3 clusters Score -379744.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -379872.781250 Penalty: 2912.443848
	Iteration 4Q: 3 clusters Score -379872.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -379970.250000 Penalty: 2912.443848
	Iteration 5Q: 3 clusters Score -379970.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -380066.687500 Penalty: 2912.443848
	Iteration 6Q: 3 clusters Score -380066.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -380165.187500 Penalty: 2912.443848
	Iteration 7Q: 3 clusters Score -380165.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -380251.156250 Penalty: 2912.443848
	Iteration 8Q: 3 clusters Score -380251.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -380339.718750 Penalty: 2912.443848
	Iteration 9Q: 3 clusters Score -380339.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -380425.781250 Penalty: 2912.443848
	Iteration 10Q: 3 clusters Score -380425.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -380509.937500 Penalty: 2912.443848
	Iteration 11Q: 3 clusters Score -380509.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -380590.187500 Penalty: 2912.443848
	Iteration 12Q: 3 clusters Score -380590.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -380702.875000 Penalty: 2912.443848
	Iteration 13Q: 3 clusters Score -380702.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -380839.843750 Penalty: 2912.443848
	Iteration 14Q: 3 clusters Score -380839.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -380979.875000 Penalty: 2912.443848
	Iteration 15Q: 3 clusters Score -380979.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -381111.125000 Penalty: 2912.443848
	Iteration 16Q: 3 clusters Score -381111.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -381213.937500 Penalty: 2912.443848
	Iteration 17Q: 3 clusters Score -381213.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -381294.062500 Penalty: 2912.443848
	Iteration 18Q: 3 clusters Score -381294.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -381369.093750 Penalty: 2912.443848
	Iteration 19Q: 3 clusters Score -381369.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -381421.375000 Penalty: 2912.443848
	Iteration 20F: 3 clusters Score -381421.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -381465.625000 Penalty: 2912.443848
	Iteration 21Q: 3 clusters Score -381465.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -381513.031250 Penalty: 2912.443848
	Iteration 22Q: 3 clusters Score -381513 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -381557.812500 Penalty: 2912.443848
	Iteration 23Q: 3 clusters Score -381557.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -381581.875000 Penalty: 2912.443848
	Iteration 24Q: 3 clusters Score -381581.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -381601.843750 Penalty: 2912.443848
	Iteration 25Q: 3 clusters Score -381601.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -381623.468750 Penalty: 2912.443848
	Iteration 26Q: 3 clusters Score -381623.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -381642.812500 Penalty: 2912.443848
	Iteration 27Q: 3 clusters Score -381642.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -381660.187500 Penalty: 2912.443848
	Iteration 28Q: 3 clusters Score -381660.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -381677.593750 Penalty: 2912.443848
	Iteration 29Q: 3 clusters Score -381677.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -381689.500000 Penalty: 2912.443848
	Iteration 30Q: 3 clusters Score -381689.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -381702.156250 Penalty: 2912.443848
	Iteration 31Q: 3 clusters Score -381702.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -381713.718750 Penalty: 2912.443848
	Iteration 32Q: 3 clusters Score -381713.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -381730.250000 Penalty: 2912.443848
	Iteration 33Q: 3 clusters Score -381730.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -381744.250000 Penalty: 2912.443848
	Iteration 34Q: 3 clusters Score -381744.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -381755.968750 Penalty: 2912.443848
	Iteration 35Q: 3 clusters Score -381756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -381770.968750 Penalty: 2912.443848
	Iteration 36Q: 3 clusters Score -381771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -381782.125000 Penalty: 2912.443848
	Iteration 37Q: 3 clusters Score -381782.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -381791.281250 Penalty: 2912.443848
	Iteration 38Q: 3 clusters Score -381791.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -381800.281250 Penalty: 2912.443848
	Iteration 39Q: 3 clusters Score -381800.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -381804.968750 Penalty: 2912.443848
	Iteration 40F: 3 clusters Score -381805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -381812.500000 Penalty: 2912.443848
	Iteration 41Q: 3 clusters Score -381812.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -381816.937500 Penalty: 2912.443848
	Iteration 42Q: 3 clusters Score -381816.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -381822.062500 Penalty: 2912.443848
	Iteration 43Q: 3 clusters Score -381822.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -381826.156250 Penalty: 2912.443848
	Iteration 44Q: 3 clusters Score -381826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -381831.250000 Penalty: 2912.443848
	Iteration 45Q: 3 clusters Score -381831.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -381837.062500 Penalty: 2912.443848
	Iteration 46Q: 3 clusters Score -381837.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -381841.468750 Penalty: 2912.443848
	Iteration 47Q: 3 clusters Score -381841.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -381845.250000 Penalty: 2912.443848
	Iteration 48Q: 3 clusters Score -381845.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -381852.062500 Penalty: 2912.443848
	Iteration 49Q: 3 clusters Score -381852.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -381855.093750 Penalty: 2912.443848
	Iteration 50Q: 3 clusters Score -381855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -381857.656250 Penalty: 2912.443848
	Iteration 51Q: 3 clusters Score -381857.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -381861.187500 Penalty: 2912.443848
	Iteration 52Q: 3 clusters Score -381861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -381864.093750 Penalty: 2912.443848
	Iteration 53Q: 3 clusters Score -381864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -381864.718750 Penalty: 2912.443848
	Iteration 54Q: 3 clusters Score -381864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -381864.625000 Penalty: 2912.443848
	Iteration 55Q: 3 clusters Score -381864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -381864.781250 Penalty: 2912.443848
	Iteration 56Q: 3 clusters Score -381864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -381866.156250 Penalty: 2912.443848
	Iteration 57Q: 3 clusters Score -381866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -381869.062500 Penalty: 2912.443848
	Iteration 58Q: 3 clusters Score -381869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -381871.093750 Penalty: 2912.443848
	Iteration 59Q: 3 clusters Score -381871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -381873.312500 Penalty: 2912.443848
	Iteration 60F: 3 clusters Score -381873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -381874.750000 Penalty: 2912.443848
	Iteration 61Q: 3 clusters Score -381874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -381874.937500 Penalty: 2912.443848
	Iteration 62Q: 3 clusters Score -381874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -381875.250000 Penalty: 2912.443848
	Iteration 63Q: 3 clusters Score -381875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -381877.343750 Penalty: 2912.443848
	Iteration 64Q: 3 clusters Score -381877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -381877.593750 Penalty: 2912.443848
	Iteration 65Q: 3 clusters Score -381877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -381878.843750 Penalty: 2912.443848
	Iteration 66Q: 3 clusters Score -381878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -381878.843750 Penalty: 2912.443848
	Iteration 67Q: 3 clusters Score -381878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -381880.031250 Penalty: 2912.443848
	Iteration 68Q: 3 clusters Score -381880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -381880.656250 Penalty: 2912.443848
	Iteration 69Q: 3 clusters Score -381880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -381883.125000 Penalty: 2912.443848
	Iteration 70Q: 3 clusters Score -381883.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -381888.156250 Penalty: 2912.443848
	Iteration 71Q: 3 clusters Score -381888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -381891.093750 Penalty: 2912.443848
	Iteration 72Q: 3 clusters Score -381891.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -381897.343750 Penalty: 2912.443848
	Iteration 73Q: 3 clusters Score -381897.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -381902.562500 Penalty: 2912.443848
	Iteration 74Q: 3 clusters Score -381902.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -381907.406250 Penalty: 2912.443848
	Iteration 75Q: 3 clusters Score -381907.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -381913.875000 Penalty: 2912.443848
	Iteration 76Q: 3 clusters Score -381913.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -381920.531250 Penalty: 2912.443848
	Iteration 77Q: 3 clusters Score -381920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -381924.781250 Penalty: 2912.443848
	Iteration 78Q: 3 clusters Score -381924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -381929.218750 Penalty: 2912.443848
	Iteration 79Q: 3 clusters Score -381929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -381932.593750 Penalty: 2912.443848
	Iteration 80F: 3 clusters Score -381932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -381934.843750 Penalty: 2912.443848
	Iteration 81Q: 3 clusters Score -381934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -381938.343750 Penalty: 2912.443848
	Iteration 82Q: 3 clusters Score -381938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -381940.187500 Penalty: 2912.443848
	Iteration 83Q: 3 clusters Score -381940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -381941.906250 Penalty: 2912.443848
	Iteration 84Q: 3 clusters Score -381941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -381943.281250 Penalty: 2912.443848
	Iteration 85Q: 3 clusters Score -381943.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -381945.656250 Penalty: 2912.443848
	Iteration 86Q: 3 clusters Score -381945.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -381951.312500 Penalty: 2912.443848
	Iteration 87Q: 3 clusters Score -381951.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -381953.687500 Penalty: 2912.443848
	Iteration 88Q: 3 clusters Score -381953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -381957.562500 Penalty: 2912.443848
	Iteration 89Q: 3 clusters Score -381957.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -381959.812500 Penalty: 2912.443848
	Iteration 90Q: 3 clusters Score -381959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -381962.437500 Penalty: 2912.443848
	Iteration 91Q: 3 clusters Score -381962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -381964.531250 Penalty: 2912.443848
	Iteration 92Q: 3 clusters Score -381964.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -381969.125000 Penalty: 2912.443848
	Iteration 93Q: 3 clusters Score -381969.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -381973.593750 Penalty: 2912.443848
	Iteration 94Q: 3 clusters Score -381973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -381973.656250 Penalty: 2912.443848
	Iteration 95Q: 3 clusters Score -381973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -381974.750000 Penalty: 2912.443848
	Iteration 96Q: 3 clusters Score -381974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -381978.500000 Penalty: 2912.443848
	Iteration 97Q: 3 clusters Score -381978.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -381982.187500 Penalty: 2912.443848
	Iteration 98Q: 3 clusters Score -381982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -381983.250000 Penalty: 2912.443848
	Iteration 99Q: 3 clusters Score -381983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -381985.250000 Penalty: 2912.443848
	Iteration 100F: 3 clusters Score -381985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -381986.437500 Penalty: 2912.443848
	Iteration 101Q: 3 clusters Score -381986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -381987.187500 Penalty: 2912.443848
	Iteration 102Q: 3 clusters Score -381987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -381989.500000 Penalty: 2912.443848
	Iteration 103Q: 3 clusters Score -381989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -381990.875000 Penalty: 2912.443848
	Iteration 104Q: 3 clusters Score -381990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -381991.593750 Penalty: 2912.443848
	Iteration 105Q: 3 clusters Score -381991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -381993.250000 Penalty: 2912.443848
	Iteration 106Q: 3 clusters Score -381993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -381995.968750 Penalty: 2912.443848
	Iteration 107Q: 3 clusters Score -381996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -381998.218750 Penalty: 2912.443848
	Iteration 108Q: 3 clusters Score -381998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -381998.062500 Penalty: 2912.443848
	Iteration 109Q: 3 clusters Score -381998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -382001.375000 Penalty: 2912.443848
	Iteration 110Q: 3 clusters Score -382001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -382004.531250 Penalty: 2912.443848
	Iteration 111Q: 3 clusters Score -382004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -382005.312500 Penalty: 2912.443848
	Iteration 112Q: 3 clusters Score -382005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -382006.968750 Penalty: 2912.443848
	Iteration 113Q: 3 clusters Score -382007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -382008.468750 Penalty: 2912.443848
	Iteration 114Q: 3 clusters Score -382008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -382012.750000 Penalty: 2912.443848
	Iteration 115Q: 3 clusters Score -382012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -382015.218750 Penalty: 2912.443848
	Iteration 116Q: 3 clusters Score -382015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -382015.593750 Penalty: 2912.443848
	Iteration 117Q: 3 clusters Score -382015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -382015.593750 Penalty: 2912.443848
	Iteration 118F: 3 clusters Score -382015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 427391 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 8 contains 221713 members 
Mstep: Class 9 contains 6276 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 12 contains 17248 members 
Mstep: Class 15 contains 56323 members 
Mstep: Class 16 contains 7664 members 
Mstep: Class 18 contains 6926 members 
Mstep: Class 19 contains 14921 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517092.000000 Penalty: 37573.226562
Iteration 319Q: 18 clusters Score -3.751709e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 427727 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 8 contains 221530 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 12 contains 17224 members 
Mstep: Class 15 contains 56271 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 18 contains 6914 members 
Mstep: Class 19 contains 14893 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 7788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517184.000000 Penalty: 37573.226562
Iteration 320F: 18 clusters Score -3.751718e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 428067 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 8 contains 221320 members 
Mstep: Class 9 contains 6279 members 
Mstep: Class 10 contains 14445 members 
Mstep: Class 12 contains 17204 members 
Mstep: Class 15 contains 56223 members 
Mstep: Class 16 contains 7655 members 
Mstep: Class 18 contains 6906 members 
Mstep: Class 19 contains 14878 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 7785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517212.000000 Penalty: 37573.226562
Iteration 321Q: 18 clusters Score -3.751721e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 428373 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 8 contains 221144 members 
Mstep: Class 9 contains 6278 members 
Mstep: Class 10 contains 14427 members 
Mstep: Class 12 contains 17187 members 
Mstep: Class 15 contains 56169 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 18 contains 6903 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 7779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517224.000000 Penalty: 37573.226562
Iteration 322Q: 18 clusters Score -3.751722e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 428681 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 8 contains 220976 members 
Mstep: Class 9 contains 6283 members 
Mstep: Class 10 contains 14405 members 
Mstep: Class 12 contains 17167 members 
Mstep: Class 15 contains 56113 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 7772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517288.000000 Penalty: 37573.226562
Iteration 323Q: 18 clusters Score -3.751729e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 428976 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 8 contains 220806 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 12 contains 17147 members 
Mstep: Class 15 contains 56055 members 
Mstep: Class 16 contains 7635 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 7771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517224.000000 Penalty: 37573.226562
Iteration 324Q: 18 clusters Score -3.751722e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 429279 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 8 contains 220628 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 14375 members 
Mstep: Class 12 contains 17134 members 
Mstep: Class 15 contains 56005 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 18 contains 6886 members 
Mstep: Class 19 contains 14782 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517280.000000 Penalty: 37573.226562
Iteration 325Q: 18 clusters Score -3.751728e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 429581 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 8 contains 220435 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 12 contains 17119 members 
Mstep: Class 15 contains 55962 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3992 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 7761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517256.000000 Penalty: 37573.226562
Iteration 326Q: 18 clusters Score -3.751726e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 429877 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 8 contains 220236 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 10 contains 14349 members 
Mstep: Class 12 contains 17110 members 
Mstep: Class 15 contains 55927 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 14728 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3996 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517252.000000 Penalty: 37573.226562
Iteration 327Q: 18 clusters Score -3.751725e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6020 members 
Mstep: Class 3 contains 430190 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 8 contains 220056 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 14337 members 
Mstep: Class 12 contains 17089 members 
Mstep: Class 15 contains 55885 members 
Mstep: Class 16 contains 7611 members 
Mstep: Class 18 contains 6870 members 
Mstep: Class 19 contains 14687 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 3998 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 7742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517144.000000 Penalty: 37573.226562
Iteration 328Q: 18 clusters Score -3.751714e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 430508 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 8 contains 219856 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 14326 members 
Mstep: Class 12 contains 17070 members 
Mstep: Class 15 contains 55845 members 
Mstep: Class 16 contains 7607 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 14654 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 3998 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 7735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517180.000000 Penalty: 37573.226562
Iteration 329Q: 18 clusters Score -3.751718e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6004 members 
Mstep: Class 3 contains 430839 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 8 contains 219672 members 
Mstep: Class 9 contains 6346 members 
Mstep: Class 10 contains 14312 members 
Mstep: Class 12 contains 17046 members 
Mstep: Class 15 contains 55797 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 18 contains 6852 members 
Mstep: Class 19 contains 14615 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 4000 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517176.000000 Penalty: 37573.226562
Iteration 330Q: 18 clusters Score -3.751718e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 431160 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 219486 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 14304 members 
Mstep: Class 12 contains 17025 members 
Mstep: Class 15 contains 55740 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 18 contains 6840 members 
Mstep: Class 19 contains 14579 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 4005 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517140.000000 Penalty: 37573.226562
Iteration 331Q: 18 clusters Score -3.751714e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 431465 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 219300 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 14295 members 
Mstep: Class 12 contains 17010 members 
Mstep: Class 15 contains 55691 members 
Mstep: Class 16 contains 7586 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 14553 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 4010 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 7719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517088.000000 Penalty: 37573.226562
Iteration 332Q: 18 clusters Score -3.751709e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5973 members 
Mstep: Class 3 contains 431765 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 219120 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 14290 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 15 contains 55639 members 
Mstep: Class 16 contains 7584 members 
Mstep: Class 18 contains 6813 members 
Mstep: Class 19 contains 14534 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 4014 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517096.000000 Penalty: 37573.226562
Iteration 333Q: 18 clusters Score -3.75171e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 432071 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218959 members 
Mstep: Class 9 contains 6372 members 
Mstep: Class 10 contains 14274 members 
Mstep: Class 12 contains 16971 members 
Mstep: Class 15 contains 55592 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 14516 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 4017 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2032 members 
Mstep: Class 24 contains 7705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517124.000000 Penalty: 37573.226562
Iteration 334Q: 18 clusters Score -3.751712e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 432364 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218794 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 14257 members 
Mstep: Class 12 contains 16951 members 
Mstep: Class 15 contains 55544 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 18 contains 6782 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 4020 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 7693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517192.000000 Penalty: 37573.226562
Iteration 335Q: 18 clusters Score -3.751719e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5947 members 
Mstep: Class 3 contains 432641 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218640 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 12 contains 16932 members 
Mstep: Class 15 contains 55502 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 18 contains 6771 members 
Mstep: Class 19 contains 14482 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 4027 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 7684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517200.000000 Penalty: 37573.226562
Iteration 336Q: 18 clusters Score -3.75172e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5938 members 
Mstep: Class 3 contains 432905 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218496 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 14220 members 
Mstep: Class 12 contains 16913 members 
Mstep: Class 15 contains 55454 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 14464 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 7677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517188.000000 Penalty: 37573.226562
Iteration 337Q: 18 clusters Score -3.751719e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5929 members 
Mstep: Class 3 contains 433141 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218378 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14208 members 
Mstep: Class 12 contains 16897 members 
Mstep: Class 15 contains 55392 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 14456 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 7669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517244.000000 Penalty: 37573.226562
Iteration 338Q: 18 clusters Score -3.751724e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 433350 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218268 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 14202 members 
Mstep: Class 12 contains 16894 members 
Mstep: Class 15 contains 55342 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 14443 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517212.000000 Penalty: 37573.226562
Iteration 339Q: 18 clusters Score -3.751721e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 433556 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218159 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 14198 members 
Mstep: Class 12 contains 16890 members 
Mstep: Class 15 contains 55293 members 
Mstep: Class 16 contains 7560 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 14431 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 7660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517228.000000 Penalty: 37573.226562
Iteration 340F: 18 clusters Score -3.751723e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5907 members 
Mstep: Class 3 contains 433796 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 218038 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 14189 members 
Mstep: Class 12 contains 16880 members 
Mstep: Class 15 contains 55237 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 18 contains 6709 members 
Mstep: Class 19 contains 14422 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 7650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517208.000000 Penalty: 37573.226562
Iteration 341Q: 18 clusters Score -3.751721e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 434025 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217919 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 14183 members 
Mstep: Class 12 contains 16870 members 
Mstep: Class 15 contains 55185 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 2023 members 
Mstep: Class 24 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517204.000000 Penalty: 37573.226562
Iteration 342Q: 18 clusters Score -3.75172e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5891 members 
Mstep: Class 3 contains 434214 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217812 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 14176 members 
Mstep: Class 12 contains 16863 members 
Mstep: Class 15 contains 55145 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 18 contains 6683 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 7627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517232.000000 Penalty: 37573.226562
Iteration 343Q: 18 clusters Score -3.751723e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 434425 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217705 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 12 contains 16852 members 
Mstep: Class 15 contains 55092 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 7618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517236.000000 Penalty: 37573.226562
Iteration 344Q: 18 clusters Score -3.751724e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5869 members 
Mstep: Class 3 contains 434635 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217606 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 14159 members 
Mstep: Class 12 contains 16844 members 
Mstep: Class 15 contains 55040 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 19 contains 14402 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 7606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517268.000000 Penalty: 37573.226562
Iteration 345Q: 18 clusters Score -3.751727e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5859 members 
Mstep: Class 3 contains 434837 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217522 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 14149 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 15 contains 54983 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517308.000000 Penalty: 37573.226562
Iteration 346Q: 18 clusters Score -3.751731e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5851 members 
Mstep: Class 3 contains 435016 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217451 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 12 contains 16823 members 
Mstep: Class 15 contains 54937 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 18 contains 6644 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517296.000000 Penalty: 37573.226562
Iteration 347Q: 18 clusters Score -3.75173e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5841 members 
Mstep: Class 3 contains 435191 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217380 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 12 contains 16818 members 
Mstep: Class 15 contains 54888 members 
Mstep: Class 16 contains 7552 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 19 contains 14368 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 7579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517280.000000 Penalty: 37573.226562
Iteration 348Q: 18 clusters Score -3.751728e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5834 members 
Mstep: Class 3 contains 435358 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217316 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 14131 members 
Mstep: Class 12 contains 16813 members 
Mstep: Class 15 contains 54840 members 
Mstep: Class 16 contains 7552 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 14351 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 7572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517280.000000 Penalty: 37573.226562
Iteration 349Q: 18 clusters Score -3.751728e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 435515 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217261 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 14127 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 15 contains 54794 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 14343 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517248.000000 Penalty: 37573.226562
Iteration 350Q: 18 clusters Score -3.751725e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5812 members 
Mstep: Class 3 contains 435644 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217214 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 14121 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 15 contains 54760 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 18 contains 6602 members 
Mstep: Class 19 contains 14341 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 4031 members 
Mstep: Class 22 contains 4012 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517284.000000 Penalty: 37573.226562
Iteration 351Q: 18 clusters Score -3.751728e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 435764 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217168 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 15 contains 54728 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 18 contains 6592 members 
Mstep: Class 19 contains 14340 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 4032 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517308.000000 Penalty: 37573.226562
Iteration 352Q: 18 clusters Score -3.751731e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 435892 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217126 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 15 contains 54685 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 18 contains 6582 members 
Mstep: Class 19 contains 14334 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 4008 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517288.000000 Penalty: 37573.226562
Iteration 353Q: 18 clusters Score -3.751729e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 436029 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217067 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 12 contains 16784 members 
Mstep: Class 15 contains 54647 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 18 contains 6571 members 
Mstep: Class 19 contains 14327 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517280.000000 Penalty: 37573.226562
Iteration 354Q: 18 clusters Score -3.751728e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 436172 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217005 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 14090 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 15 contains 54608 members 
Mstep: Class 16 contains 7552 members 
Mstep: Class 18 contains 6563 members 
Mstep: Class 19 contains 14324 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517280.000000 Penalty: 37573.226562
Iteration 355Q: 18 clusters Score -3.751728e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 436338 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216951 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 15 contains 54555 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 18 contains 6559 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 7530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517292.000000 Penalty: 37573.226562
Iteration 356Q: 18 clusters Score -3.751729e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 436531 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216881 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 14071 members 
Mstep: Class 12 contains 16768 members 
Mstep: Class 15 contains 54497 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 18 contains 6550 members 
Mstep: Class 19 contains 14297 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 4038 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517268.000000 Penalty: 37573.226562
Iteration 357Q: 18 clusters Score -3.751727e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5724 members 
Mstep: Class 3 contains 436711 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216818 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 15 contains 54430 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 18 contains 6541 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 4041 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37517228.000000 Penalty: 37573.226562
Iteration 358Q: 18 clusters Score -3.751723e+07 nChanged 208
Entering ConstructFrom: 
Score: -37517228.000000 Penalty: 37573.226562
Entering ConstructFrom: 
Trying to split cluster 1 (7016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Entering Unmasked Estep 
Score: -350731.750000 Penalty: 1439.091675
	Iteration 0F: 2 clusters Score -350731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -345450.000000 Penalty: 2878.183350
	Iteration 0F: 3 clusters Score -345450 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -346921.500000 Penalty: 2878.183350
	Iteration 1F: 3 clusters Score -346921.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -347089.375000 Penalty: 2878.183350
	Iteration 2F: 3 clusters Score -347089.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -347213.656250 Penalty: 2878.183350
	Iteration 3Q: 3 clusters Score -347213.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -347308.906250 Penalty: 2878.183350
	Iteration 4Q: 3 clusters Score -347308.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -347379.250000 Penalty: 2878.183350
	Iteration 5Q: 3 clusters Score -347379.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -347448.187500 Penalty: 2878.183350
	Iteration 6Q: 3 clusters Score -347448.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -347509.875000 Penalty: 2878.183350
	Iteration 7Q: 3 clusters Score -347509.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -347560.656250 Penalty: 2878.183350
	Iteration 8Q: 3 clusters Score -347560.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -347617.250000 Penalty: 2878.183350
	Iteration 9Q: 3 clusters Score -347617.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -347691.000000 Penalty: 2878.183350
	Iteration 10Q: 3 clusters Score -347691 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -347767.312500 Penalty: 2878.183350
	Iteration 11Q: 3 clusters Score -347767.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -347868.343750 Penalty: 2878.183350
	Iteration 12Q: 3 clusters Score -347868.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -348003.093750 Penalty: 2878.183350
	Iteration 13Q: 3 clusters Score -348003.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -348155.593750 Penalty: 2878.183350
	Iteration 14Q: 3 clusters Score -348155.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -348327.343750 Penalty: 2878.183350
	Iteration 15Q: 3 clusters Score -348327.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -348494.843750 Penalty: 2878.183350
	Iteration 16Q: 3 clusters Score -348494.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -348656.968750 Penalty: 2878.183350
	Iteration 17Q: 3 clusters Score -348657 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -348795.093750 Penalty: 2878.183350
	Iteration 18Q: 3 clusters Score -348795.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -348916.718750 Penalty: 2878.183350
	Iteration 19Q: 3 clusters Score -348916.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -349018.968750 Penalty: 2878.183350
	Iteration 20F: 3 clusters Score -349019 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -349096.218750 Penalty: 2878.183350
	Iteration 21Q: 3 clusters Score -349096.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -349154.343750 Penalty: 2878.183350
	Iteration 22Q: 3 clusters Score -349154.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -349202.593750 Penalty: 2878.183350
	Iteration 23Q: 3 clusters Score -349202.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -349236.375000 Penalty: 2878.183350
	Iteration 24Q: 3 clusters Score -349236.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -349263.000000 Penalty: 2878.183350
	Iteration 25Q: 3 clusters Score -349263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -349281.687500 Penalty: 2878.183350
	Iteration 26Q: 3 clusters Score -349281.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -349294.531250 Penalty: 2878.183350
	Iteration 27Q: 3 clusters Score -349294.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -349302.093750 Penalty: 2878.183350
	Iteration 28Q: 3 clusters Score -349302.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -349307.625000 Penalty: 2878.183350
	Iteration 29Q: 3 clusters Score -349307.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -349311.437500 Penalty: 2878.183350
	Iteration 30Q: 3 clusters Score -349311.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -349314.375000 Penalty: 2878.183350
	Iteration 31Q: 3 clusters Score -349314.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -349318.031250 Penalty: 2878.183350
	Iteration 32Q: 3 clusters Score -349318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -349324.406250 Penalty: 2878.183350
	Iteration 33Q: 3 clusters Score -349324.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -349329.625000 Penalty: 2878.183350
	Iteration 34Q: 3 clusters Score -349329.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -349335.468750 Penalty: 2878.183350
	Iteration 35Q: 3 clusters Score -349335.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -349340.812500 Penalty: 2878.183350
	Iteration 36Q: 3 clusters Score -349340.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -349344.406250 Penalty: 2878.183350
	Iteration 37Q: 3 clusters Score -349344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -349345.812500 Penalty: 2878.183350
	Iteration 38Q: 3 clusters Score -349345.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -349348.250000 Penalty: 2878.183350
	Iteration 39Q: 3 clusters Score -349348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -349349.875000 Penalty: 2878.183350
	Iteration 40F: 3 clusters Score -349349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -349350.343750 Penalty: 2878.183350
	Iteration 41Q: 3 clusters Score -349350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -349351.062500 Penalty: 2878.183350
	Iteration 42Q: 3 clusters Score -349351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -349351.343750 Penalty: 2878.183350
	Iteration 43Q: 3 clusters Score -349351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -349351.343750 Penalty: 2878.183350
	Iteration 44F: 3 clusters Score -349351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -250934.843750 Penalty: 1405.535400
	Iteration 0F: 2 clusters Score -250934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -246429.250000 Penalty: 2811.070801
	Iteration 0F: 3 clusters Score -246429.2 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -247696.937500 Penalty: 2811.070801
	Iteration 1F: 3 clusters Score -247696.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -247873.671875 Penalty: 2811.070801
	Iteration 2F: 3 clusters Score -247873.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -247982.046875 Penalty: 2811.070801
	Iteration 3Q: 3 clusters Score -247982 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -248065.656250 Penalty: 2811.070801
	Iteration 4Q: 3 clusters Score -248065.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -248133.390625 Penalty: 2811.070801
	Iteration 5Q: 3 clusters Score -248133.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -248200.046875 Penalty: 2811.070801
	Iteration 6Q: 3 clusters Score -248200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -248263.453125 Penalty: 2811.070801
	Iteration 7Q: 3 clusters Score -248263.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -248329.781250 Penalty: 2811.070801
	Iteration 8Q: 3 clusters Score -248329.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -248401.859375 Penalty: 2811.070801
	Iteration 9Q: 3 clusters Score -248401.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -248477.000000 Penalty: 2811.070801
	Iteration 10Q: 3 clusters Score -248477 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -248588.593750 Penalty: 2811.070801
	Iteration 11Q: 3 clusters Score -248588.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -248717.906250 Penalty: 2811.070801
	Iteration 12Q: 3 clusters Score -248717.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -248840.921875 Penalty: 2811.070801
	Iteration 13Q: 3 clusters Score -248840.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -248988.718750 Penalty: 2811.070801
	Iteration 14Q: 3 clusters Score -248988.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -249158.953125 Penalty: 2811.070801
	Iteration 15Q: 3 clusters Score -249159 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -249345.171875 Penalty: 2811.070801
	Iteration 16Q: 3 clusters Score -249345.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -249504.968750 Penalty: 2811.070801
	Iteration 17Q: 3 clusters Score -249505 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -249647.656250 Penalty: 2811.070801
	Iteration 18Q: 3 clusters Score -249647.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -249793.718750 Penalty: 2811.070801
	Iteration 19Q: 3 clusters Score -249793.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -249918.171875 Penalty: 2811.070801
	Iteration 20F: 3 clusters Score -249918.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -249999.937500 Penalty: 2811.070801
	Iteration 21Q: 3 clusters Score -249999.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -250068.859375 Penalty: 2811.070801
	Iteration 22Q: 3 clusters Score -250068.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -250112.031250 Penalty: 2811.070801
	Iteration 23Q: 3 clusters Score -250112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -250139.421875 Penalty: 2811.070801
	Iteration 24Q: 3 clusters Score -250139.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -250161.250000 Penalty: 2811.070801
	Iteration 25Q: 3 clusters Score -250161.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -250174.687500 Penalty: 2811.070801
	Iteration 26Q: 3 clusters Score -250174.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -250186.359375 Penalty: 2811.070801
	Iteration 27Q: 3 clusters Score -250186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -250193.203125 Penalty: 2811.070801
	Iteration 28Q: 3 clusters Score -250193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -250198.187500 Penalty: 2811.070801
	Iteration 29Q: 3 clusters Score -250198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -250202.156250 Penalty: 2811.070801
	Iteration 30Q: 3 clusters Score -250202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -250203.328125 Penalty: 2811.070801
	Iteration 31Q: 3 clusters Score -250203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -250204.000000 Penalty: 2811.070801
	Iteration 32Q: 3 clusters Score -250204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -250205.203125 Penalty: 2811.070801
	Iteration 33Q: 3 clusters Score -250205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -250206.953125 Penalty: 2811.070801
	Iteration 34Q: 3 clusters Score -250207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -250208.734375 Penalty: 2811.070801
	Iteration 35Q: 3 clusters Score -250208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -250210.921875 Penalty: 2811.070801
	Iteration 36Q: 3 clusters Score -250210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -250213.531250 Penalty: 2811.070801
	Iteration 37Q: 3 clusters Score -250213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -250214.390625 Penalty: 2811.070801
	Iteration 38Q: 3 clusters Score -250214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -250214.390625 Penalty: 2811.070801
	Iteration 39F: 3 clusters Score -250214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (436876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436876 members 
Entering Unmasked Estep 
Score: -20619966.000000 Penalty: 2110.453369
	Iteration 0F: 2 clusters Score -2.061997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218319 members 
Mstep: Class 2 contains 218557 members 
Entering Unmasked Estep 
Score: -20323324.000000 Penalty: 4220.906738
	Iteration 0F: 3 clusters Score -2.032332e+07 nChanged 213868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217607 members 
Mstep: Class 2 contains 219269 members 
Entering Unmasked Estep 
Score: -20452418.000000 Penalty: 4220.906738
	Iteration 1F: 3 clusters Score -2.045242e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217598 members 
Mstep: Class 2 contains 219278 members 
Entering Unmasked Estep 
Score: -20454820.000000 Penalty: 4220.906738
	Iteration 2Q: 3 clusters Score -2.045482e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217543 members 
Mstep: Class 2 contains 219333 members 
Entering Unmasked Estep 
Score: -20457900.000000 Penalty: 4220.906738
	Iteration 3Q: 3 clusters Score -2.04579e+07 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217208 members 
Mstep: Class 2 contains 219668 members 
Entering Unmasked Estep 
Score: -20462532.000000 Penalty: 4220.906738
	Iteration 4Q: 3 clusters Score -2.046253e+07 nChanged 17707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216195 members 
Mstep: Class 2 contains 220681 members 
Entering Unmasked Estep 
Score: -20469380.000000 Penalty: 4220.906738
	Iteration 5Q: 3 clusters Score -2.046938e+07 nChanged 20791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213554 members 
Mstep: Class 2 contains 223322 members 
Entering Unmasked Estep 
Score: -20479146.000000 Penalty: 4220.906738
	Iteration 6Q: 3 clusters Score -2.047915e+07 nChanged 24213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208057 members 
Mstep: Class 2 contains 228819 members 
Entering Unmasked Estep 
Score: -20492722.000000 Penalty: 4220.906738
	Iteration 7F: 3 clusters Score -2.049272e+07 nChanged 27735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199290 members 
Mstep: Class 2 contains 237586 members 
Entering Unmasked Estep 
Score: -20511896.000000 Penalty: 4220.906738
	Iteration 8F: 3 clusters Score -2.05119e+07 nChanged 30248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 249264 members 
Entering Unmasked Estep 
Score: -20535714.000000 Penalty: 4220.906738
	Iteration 9F: 3 clusters Score -2.053571e+07 nChanged 28587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 261053 members 
Entering Unmasked Estep 
Score: -20557234.000000 Penalty: 4220.906738
	Iteration 10F: 3 clusters Score -2.055723e+07 nChanged 22143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 270664 members 
Entering Unmasked Estep 
Score: -20570168.000000 Penalty: 4220.906738
	Iteration 11F: 3 clusters Score -2.057017e+07 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 278473 members 
Entering Unmasked Estep 
Score: -20576402.000000 Penalty: 4220.906738
	Iteration 12Q: 3 clusters Score -2.05764e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151058 members 
Mstep: Class 2 contains 285818 members 
Entering Unmasked Estep 
Score: -20581318.000000 Penalty: 4220.906738
	Iteration 13Q: 3 clusters Score -2.058132e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144073 members 
Mstep: Class 2 contains 292803 members 
Entering Unmasked Estep 
Score: -20585266.000000 Penalty: 4220.906738
	Iteration 14Q: 3 clusters Score -2.058527e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137324 members 
Mstep: Class 2 contains 299552 members 
Entering Unmasked Estep 
Score: -20589178.000000 Penalty: 4220.906738
	Iteration 15Q: 3 clusters Score -2.058918e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 305995 members 
Entering Unmasked Estep 
Score: -20592518.000000 Penalty: 4220.906738
	Iteration 16Q: 3 clusters Score -2.059252e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 311989 members 
Entering Unmasked Estep 
Score: -20595398.000000 Penalty: 4220.906738
	Iteration 17Q: 3 clusters Score -2.05954e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 317527 members 
Entering Unmasked Estep 
Score: -20597854.000000 Penalty: 4220.906738
	Iteration 18Q: 3 clusters Score -2.059785e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 322682 members 
Entering Unmasked Estep 
Score: -20599892.000000 Penalty: 4220.906738
	Iteration 19Q: 3 clusters Score -2.059989e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 327455 members 
Entering Unmasked Estep 
Score: -20601228.000000 Penalty: 4220.906738
	Iteration 20F: 3 clusters Score -2.060123e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 331823 members 
Entering Unmasked Estep 
Score: -20602580.000000 Penalty: 4220.906738
	Iteration 21Q: 3 clusters Score -2.060258e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 335936 members 
Entering Unmasked Estep 
Score: -20603708.000000 Penalty: 4220.906738
	Iteration 22Q: 3 clusters Score -2.060371e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 339801 members 
Entering Unmasked Estep 
Score: -20604610.000000 Penalty: 4220.906738
	Iteration 23Q: 3 clusters Score -2.060461e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 343251 members 
Entering Unmasked Estep 
Score: -20605154.000000 Penalty: 4220.906738
	Iteration 24Q: 3 clusters Score -2.060515e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 346513 members 
Entering Unmasked Estep 
Score: -20605830.000000 Penalty: 4220.906738
	Iteration 25Q: 3 clusters Score -2.060583e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 349595 members 
Entering Unmasked Estep 
Score: -20606350.000000 Penalty: 4220.906738
	Iteration 26Q: 3 clusters Score -2.060635e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 352499 members 
Entering Unmasked Estep 
Score: -20606768.000000 Penalty: 4220.906738
	Iteration 27Q: 3 clusters Score -2.060677e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 355291 members 
Entering Unmasked Estep 
Score: -20607250.000000 Penalty: 4220.906738
	Iteration 28Q: 3 clusters Score -2.060725e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 357887 members 
Entering Unmasked Estep 
Score: -20607660.000000 Penalty: 4220.906738
	Iteration 29Q: 3 clusters Score -2.060766e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 360344 members 
Entering Unmasked Estep 
Score: -20608010.000000 Penalty: 4220.906738
	Iteration 30Q: 3 clusters Score -2.060801e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 362682 members 
Entering Unmasked Estep 
Score: -20608478.000000 Penalty: 4220.906738
	Iteration 31Q: 3 clusters Score -2.060848e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 364881 members 
Entering Unmasked Estep 
Score: -20608800.000000 Penalty: 4220.906738
	Iteration 32Q: 3 clusters Score -2.06088e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 367081 members 
Entering Unmasked Estep 
Score: -20609090.000000 Penalty: 4220.906738
	Iteration 33Q: 3 clusters Score -2.060909e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 369180 members 
Entering Unmasked Estep 
Score: -20609370.000000 Penalty: 4220.906738
	Iteration 34Q: 3 clusters Score -2.060937e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 371233 members 
Entering Unmasked Estep 
Score: -20609660.000000 Penalty: 4220.906738
	Iteration 35Q: 3 clusters Score -2.060966e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 373207 members 
Entering Unmasked Estep 
Score: -20609880.000000 Penalty: 4220.906738
	Iteration 36Q: 3 clusters Score -2.060988e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 375222 members 
Entering Unmasked Estep 
Score: -20610090.000000 Penalty: 4220.906738
	Iteration 37Q: 3 clusters Score -2.061009e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 377184 members 
Entering Unmasked Estep 
Score: -20610460.000000 Penalty: 4220.906738
	Iteration 38Q: 3 clusters Score -2.061046e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 379214 members 
Entering Unmasked Estep 
Score: -20610674.000000 Penalty: 4220.906738
	Iteration 39Q: 3 clusters Score -2.061067e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 381174 members 
Entering Unmasked Estep 
Score: -20611006.000000 Penalty: 4220.906738
	Iteration 40F: 3 clusters Score -2.061101e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 383141 members 
Entering Unmasked Estep 
Score: -20611290.000000 Penalty: 4220.906738
	Iteration 41Q: 3 clusters Score -2.061129e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 385109 members 
Entering Unmasked Estep 
Score: -20611710.000000 Penalty: 4220.906738
	Iteration 42Q: 3 clusters Score -2.061171e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 387071 members 
Entering Unmasked Estep 
Score: -20612066.000000 Penalty: 4220.906738
	Iteration 43Q: 3 clusters Score -2.061207e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 389054 members 
Entering Unmasked Estep 
Score: -20612466.000000 Penalty: 4220.906738
	Iteration 44Q: 3 clusters Score -2.061247e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 391077 members 
Entering Unmasked Estep 
Score: -20612778.000000 Penalty: 4220.906738
	Iteration 45Q: 3 clusters Score -2.061278e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 392993 members 
Entering Unmasked Estep 
Score: -20613192.000000 Penalty: 4220.906738
	Iteration 46Q: 3 clusters Score -2.061319e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 394891 members 
Entering Unmasked Estep 
Score: -20613556.000000 Penalty: 4220.906738
	Iteration 47Q: 3 clusters Score -2.061356e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 396801 members 
Entering Unmasked Estep 
Score: -20613842.000000 Penalty: 4220.906738
	Iteration 48Q: 3 clusters Score -2.061384e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 398654 members 
Entering Unmasked Estep 
Score: -20614244.000000 Penalty: 4220.906738
	Iteration 49Q: 3 clusters Score -2.061424e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 400496 members 
Entering Unmasked Estep 
Score: -20614738.000000 Penalty: 4220.906738
	Iteration 50Q: 3 clusters Score -2.061474e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 402389 members 
Entering Unmasked Estep 
Score: -20615192.000000 Penalty: 4220.906738
	Iteration 51Q: 3 clusters Score -2.061519e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 404282 members 
Entering Unmasked Estep 
Score: -20615620.000000 Penalty: 4220.906738
	Iteration 52Q: 3 clusters Score -2.061562e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 406110 members 
Entering Unmasked Estep 
Score: -20616078.000000 Penalty: 4220.906738
	Iteration 53Q: 3 clusters Score -2.061608e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 407851 members 
Entering Unmasked Estep 
Score: -20616492.000000 Penalty: 4220.906738
	Iteration 54Q: 3 clusters Score -2.061649e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 409511 members 
Entering Unmasked Estep 
Score: -20616898.000000 Penalty: 4220.906738
	Iteration 55Q: 3 clusters Score -2.06169e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 411114 members 
Entering Unmasked Estep 
Score: -20617306.000000 Penalty: 4220.906738
	Iteration 56Q: 3 clusters Score -2.061731e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 412615 members 
Entering Unmasked Estep 
Score: -20617814.000000 Penalty: 4220.906738
	Iteration 57Q: 3 clusters Score -2.061781e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 414056 members 
Entering Unmasked Estep 
Score: -20618058.000000 Penalty: 4220.906738
	Iteration 58Q: 3 clusters Score -2.061806e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 415387 members 
Entering Unmasked Estep 
Score: -20618372.000000 Penalty: 4220.906738
	Iteration 59Q: 3 clusters Score -2.061837e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 416649 members 
Entering Unmasked Estep 
Score: -20618832.000000 Penalty: 4220.906738
	Iteration 60F: 3 clusters Score -2.061883e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 417826 members 
Entering Unmasked Estep 
Score: -20619228.000000 Penalty: 4220.906738
	Iteration 61Q: 3 clusters Score -2.061923e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 418886 members 
Entering Unmasked Estep 
Score: -20619448.000000 Penalty: 4220.906738
	Iteration 62Q: 3 clusters Score -2.061945e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 419799 members 
Entering Unmasked Estep 
Score: -20619704.000000 Penalty: 4220.906738
	Iteration 63Q: 3 clusters Score -2.06197e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 420585 members 
Entering Unmasked Estep 
Score: -20619910.000000 Penalty: 4220.906738
	Iteration 64Q: 3 clusters Score -2.061991e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 421312 members 
Entering Unmasked Estep 
Score: -20620086.000000 Penalty: 4220.906738
	Iteration 65Q: 3 clusters Score -2.062009e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 421963 members 
Entering Unmasked Estep 
Score: -20620342.000000 Penalty: 4220.906738
	Iteration 66Q: 3 clusters Score -2.062034e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 422567 members 
Entering Unmasked Estep 
Score: -20620438.000000 Penalty: 4220.906738
	Iteration 67Q: 3 clusters Score -2.062044e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 423098 members 
Entering Unmasked Estep 
Score: -20620486.000000 Penalty: 4220.906738
	Iteration 68Q: 3 clusters Score -2.062049e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 423558 members 
Entering Unmasked Estep 
Score: -20620588.000000 Penalty: 4220.906738
	Iteration 69Q: 3 clusters Score -2.062059e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 423949 members 
Entering Unmasked Estep 
Score: -20620580.000000 Penalty: 4220.906738
	Iteration 70Q: 3 clusters Score -2.062058e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 424296 members 
Entering Unmasked Estep 
Score: -20620644.000000 Penalty: 4220.906738
	Iteration 71Q: 3 clusters Score -2.062064e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 424598 members 
Entering Unmasked Estep 
Score: -20620638.000000 Penalty: 4220.906738
	Iteration 72Q: 3 clusters Score -2.062064e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 424852 members 
Entering Unmasked Estep 
Score: -20620664.000000 Penalty: 4220.906738
	Iteration 73Q: 3 clusters Score -2.062066e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 425099 members 
Entering Unmasked Estep 
Score: -20620690.000000 Penalty: 4220.906738
	Iteration 74Q: 3 clusters Score -2.062069e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 425320 members 
Entering Unmasked Estep 
Score: -20620748.000000 Penalty: 4220.906738
	Iteration 75Q: 3 clusters Score -2.062075e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 425501 members 
Entering Unmasked Estep 
Score: -20620744.000000 Penalty: 4220.906738
	Iteration 76Q: 3 clusters Score -2.062074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 425656 members 
Entering Unmasked Estep 
Score: -20620728.000000 Penalty: 4220.906738
	Iteration 77Q: 3 clusters Score -2.062073e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 425806 members 
Entering Unmasked Estep 
Score: -20620734.000000 Penalty: 4220.906738
	Iteration 78Q: 3 clusters Score -2.062073e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 425912 members 
Entering Unmasked Estep 
Score: -20620726.000000 Penalty: 4220.906738
	Iteration 79Q: 3 clusters Score -2.062073e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 426011 members 
Entering Unmasked Estep 
Score: -20620740.000000 Penalty: 4220.906738
	Iteration 80F: 3 clusters Score -2.062074e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 426099 members 
Entering Unmasked Estep 
Score: -20620728.000000 Penalty: 4220.906738
	Iteration 81Q: 3 clusters Score -2.062073e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 426179 members 
Entering Unmasked Estep 
Score: -20620740.000000 Penalty: 4220.906738
	Iteration 82Q: 3 clusters Score -2.062074e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 426240 members 
Entering Unmasked Estep 
Score: -20620746.000000 Penalty: 4220.906738
	Iteration 83Q: 3 clusters Score -2.062075e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 426304 members 
Entering Unmasked Estep 
Score: -20620750.000000 Penalty: 4220.906738
	Iteration 84Q: 3 clusters Score -2.062075e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 426363 members 
Entering Unmasked Estep 
Score: -20620726.000000 Penalty: 4220.906738
	Iteration 85Q: 3 clusters Score -2.062073e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 426407 members 
Entering Unmasked Estep 
Score: -20620768.000000 Penalty: 4220.906738
	Iteration 86Q: 3 clusters Score -2.062077e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 426451 members 
Entering Unmasked Estep 
Score: -20620778.000000 Penalty: 4220.906738
	Iteration 87Q: 3 clusters Score -2.062078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 426488 members 
Entering Unmasked Estep 
Score: -20620770.000000 Penalty: 4220.906738
	Iteration 88Q: 3 clusters Score -2.062077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 426523 members 
Entering Unmasked Estep 
Score: -20620782.000000 Penalty: 4220.906738
	Iteration 89Q: 3 clusters Score -2.062078e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 426551 members 
Entering Unmasked Estep 
Score: -20620770.000000 Penalty: 4220.906738
	Iteration 90Q: 3 clusters Score -2.062077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 426576 members 
Entering Unmasked Estep 
Score: -20620746.000000 Penalty: 4220.906738
	Iteration 91Q: 3 clusters Score -2.062075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 426597 members 
Entering Unmasked Estep 
Score: -20620766.000000 Penalty: 4220.906738
	Iteration 92Q: 3 clusters Score -2.062077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 426615 members 
Entering Unmasked Estep 
Score: -20620752.000000 Penalty: 4220.906738
	Iteration 93Q: 3 clusters Score -2.062075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 426632 members 
Entering Unmasked Estep 
Score: -20620756.000000 Penalty: 4220.906738
	Iteration 94Q: 3 clusters Score -2.062076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 426649 members 
Entering Unmasked Estep 
Score: -20620780.000000 Penalty: 4220.906738
	Iteration 95Q: 3 clusters Score -2.062078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 426668 members 
Entering Unmasked Estep 
Score: -20620788.000000 Penalty: 4220.906738
	Iteration 96Q: 3 clusters Score -2.062079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 426685 members 
Entering Unmasked Estep 
Score: -20620778.000000 Penalty: 4220.906738
	Iteration 97Q: 3 clusters Score -2.062078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 426705 members 
Entering Unmasked Estep 
Score: -20620770.000000 Penalty: 4220.906738
	Iteration 98Q: 3 clusters Score -2.062077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 426720 members 
Entering Unmasked Estep 
Score: -20620774.000000 Penalty: 4220.906738
	Iteration 99Q: 3 clusters Score -2.062077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 426735 members 
Entering Unmasked Estep 
Score: -20620760.000000 Penalty: 4220.906738
	Iteration 100F: 3 clusters Score -2.062076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 426746 members 
Entering Unmasked Estep 
Score: -20620768.000000 Penalty: 4220.906738
	Iteration 101Q: 3 clusters Score -2.062077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 426763 members 
Entering Unmasked Estep 
Score: -20620786.000000 Penalty: 4220.906738
	Iteration 102Q: 3 clusters Score -2.062079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 426774 members 
Entering Unmasked Estep 
Score: -20620798.000000 Penalty: 4220.906738
	Iteration 103Q: 3 clusters Score -2.06208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 426788 members 
Entering Unmasked Estep 
Score: -20620790.000000 Penalty: 4220.906738
	Iteration 104Q: 3 clusters Score -2.062079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 426801 members 
Entering Unmasked Estep 
Score: -20620796.000000 Penalty: 4220.906738
	Iteration 105Q: 3 clusters Score -2.06208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 426816 members 
Entering Unmasked Estep 
Score: -20620790.000000 Penalty: 4220.906738
	Iteration 106Q: 3 clusters Score -2.062079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 426827 members 
Entering Unmasked Estep 
Score: -20620814.000000 Penalty: 4220.906738
	Iteration 107Q: 3 clusters Score -2.062081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 426842 members 
Entering Unmasked Estep 
Score: -20620800.000000 Penalty: 4220.906738
	Iteration 108Q: 3 clusters Score -2.06208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 426855 members 
Entering Unmasked Estep 
Score: -20620810.000000 Penalty: 4220.906738
	Iteration 109Q: 3 clusters Score -2.062081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 426870 members 
Entering Unmasked Estep 
Score: -20620810.000000 Penalty: 4220.906738
	Iteration 110Q: 3 clusters Score -2.062081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 426890 members 
Entering Unmasked Estep 
Score: -20620800.000000 Penalty: 4220.906738
	Iteration 111Q: 3 clusters Score -2.06208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 426903 members 
Entering Unmasked Estep 
Score: -20620774.000000 Penalty: 4220.906738
	Iteration 112Q: 3 clusters Score -2.062077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 426915 members 
Entering Unmasked Estep 
Score: -20620778.000000 Penalty: 4220.906738
	Iteration 113Q: 3 clusters Score -2.062078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 426924 members 
Entering Unmasked Estep 
Score: -20620774.000000 Penalty: 4220.906738
	Iteration 114Q: 3 clusters Score -2.062077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 426929 members 
Entering Unmasked Estep 
Score: -20620782.000000 Penalty: 4220.906738
	Iteration 115Q: 3 clusters Score -2.062078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 426935 members 
Entering Unmasked Estep 
Score: -20620796.000000 Penalty: 4220.906738
	Iteration 116Q: 3 clusters Score -2.06208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 426944 members 
Entering Unmasked Estep 
Score: -20620802.000000 Penalty: 4220.906738
	Iteration 117Q: 3 clusters Score -2.06208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 426949 members 
Entering Unmasked Estep 
Score: -20620796.000000 Penalty: 4220.906738
	Iteration 118Q: 3 clusters Score -2.06208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 426955 members 
Entering Unmasked Estep 
Score: -20620804.000000 Penalty: 4220.906738
	Iteration 119Q: 3 clusters Score -2.06208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 426957 members 
Entering Unmasked Estep 
Score: -20620798.000000 Penalty: 4220.906738
	Iteration 120F: 3 clusters Score -2.06208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 426959 members 
Entering Unmasked Estep 
Score: -20620806.000000 Penalty: 4220.906738
	Iteration 121Q: 3 clusters Score -2.062081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 426962 members 
Entering Unmasked Estep 
Score: -20620788.000000 Penalty: 4220.906738
	Iteration 122Q: 3 clusters Score -2.062079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 426966 members 
Entering Unmasked Estep 
Score: -20620800.000000 Penalty: 4220.906738
	Iteration 123Q: 3 clusters Score -2.06208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 426967 members 
Entering Unmasked Estep 
Score: -20620794.000000 Penalty: 4220.906738
	Iteration 124Q: 3 clusters Score -2.062079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 426967 members 
Entering Unmasked Estep 
Score: -20620794.000000 Penalty: 4220.906738
	Iteration 125F: 3 clusters Score -2.062079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 426967 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216755 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 15 contains 54372 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 18 contains 6533 members 
Mstep: Class 19 contains 14279 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 4045 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7513 members 
Entering Unmasked Estep 
Score: -37518228.000000 Penalty: 39783.414062
Splitting cluster 3 changes total score from -37517228.000000 to -37518228.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26220.492188 Penalty: 1030.880615
	Iteration 0F: 2 clusters Score -26220.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25084.652344 Penalty: 2061.761230
	Iteration 0F: 3 clusters Score -25084.65 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25239.281250 Penalty: 2061.761230
	Iteration 1F: 3 clusters Score -25239.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25283.500000 Penalty: 2061.761230
	Iteration 2F: 3 clusters Score -25283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25298.603516 Penalty: 2061.761230
	Iteration 3Q: 3 clusters Score -25298.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25305.474609 Penalty: 2061.761230
	Iteration 4Q: 3 clusters Score -25305.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25308.902344 Penalty: 2061.761230
	Iteration 5Q: 3 clusters Score -25308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25312.240234 Penalty: 2061.761230
	Iteration 6Q: 3 clusters Score -25312.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25317.060547 Penalty: 2061.761230
	Iteration 7Q: 3 clusters Score -25317.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25318.681641 Penalty: 2061.761230
	Iteration 8Q: 3 clusters Score -25318.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25319.421875 Penalty: 2061.761230
	Iteration 9Q: 3 clusters Score -25319.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25319.421875 Penalty: 2061.761230
	Iteration 10F: 3 clusters Score -25319.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Entering Unmasked Estep 
Score: -10589725.000000 Penalty: 1996.559937
	Iteration 0F: 2 clusters Score -1.058972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -10444074.000000 Penalty: 3993.119873
	Iteration 0F: 3 clusters Score -1.044407e+07 nChanged 105190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -10506446.000000 Penalty: 3993.119873
	Iteration 1F: 3 clusters Score -1.050645e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -10508190.000000 Penalty: 3993.119873
	Iteration 2Q: 3 clusters Score -1.050819e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -10511070.000000 Penalty: 3993.119873
	Iteration 3Q: 3 clusters Score -1.051107e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 133190 members 
Entering Unmasked Estep 
Score: -10516821.000000 Penalty: 3993.119873
	Iteration 4F: 3 clusters Score -1.051682e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -10527041.000000 Penalty: 3993.119873
	Iteration 5F: 3 clusters Score -1.052704e+07 nChanged 17810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 161640 members 
Entering Unmasked Estep 
Score: -10542092.000000 Penalty: 3993.119873
	Iteration 6F: 3 clusters Score -1.054209e+07 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 177009 members 
Entering Unmasked Estep 
Score: -10558728.000000 Penalty: 3993.119873
	Iteration 7F: 3 clusters Score -1.055873e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 187584 members 
Entering Unmasked Estep 
Score: -10570970.000000 Penalty: 3993.119873
	Iteration 8F: 3 clusters Score -1.057097e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 193159 members 
Entering Unmasked Estep 
Score: -10577785.000000 Penalty: 3993.119873
	Iteration 9Q: 3 clusters Score -1.057778e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 196135 members 
Entering Unmasked Estep 
Score: -10581116.000000 Penalty: 3993.119873
	Iteration 10Q: 3 clusters Score -1.058112e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 198245 members 
Entering Unmasked Estep 
Score: -10583003.000000 Penalty: 3993.119873
	Iteration 11Q: 3 clusters Score -1.0583e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 199973 members 
Entering Unmasked Estep 
Score: -10584141.000000 Penalty: 3993.119873
	Iteration 12Q: 3 clusters Score -1.058414e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 201474 members 
Entering Unmasked Estep 
Score: -10584992.000000 Penalty: 3993.119873
	Iteration 13Q: 3 clusters Score -1.058499e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 202756 members 
Entering Unmasked Estep 
Score: -10585602.000000 Penalty: 3993.119873
	Iteration 14Q: 3 clusters Score -1.05856e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 203917 members 
Entering Unmasked Estep 
Score: -10586109.000000 Penalty: 3993.119873
	Iteration 15Q: 3 clusters Score -1.058611e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 204893 members 
Entering Unmasked Estep 
Score: -10586508.000000 Penalty: 3993.119873
	Iteration 16Q: 3 clusters Score -1.058651e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 205684 members 
Entering Unmasked Estep 
Score: -10586793.000000 Penalty: 3993.119873
	Iteration 17Q: 3 clusters Score -1.058679e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 206376 members 
Entering Unmasked Estep 
Score: -10587021.000000 Penalty: 3993.119873
	Iteration 18Q: 3 clusters Score -1.058702e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 206989 members 
Entering Unmasked Estep 
Score: -10587210.000000 Penalty: 3993.119873
	Iteration 19Q: 3 clusters Score -1.058721e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 207578 members 
Entering Unmasked Estep 
Score: -10587392.000000 Penalty: 3993.119873
	Iteration 20F: 3 clusters Score -1.058739e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 208141 members 
Entering Unmasked Estep 
Score: -10587545.000000 Penalty: 3993.119873
	Iteration 21Q: 3 clusters Score -1.058754e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 208602 members 
Entering Unmasked Estep 
Score: -10587658.000000 Penalty: 3993.119873
	Iteration 22Q: 3 clusters Score -1.058766e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 209048 members 
Entering Unmasked Estep 
Score: -10587826.000000 Penalty: 3993.119873
	Iteration 23Q: 3 clusters Score -1.058783e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 209446 members 
Entering Unmasked Estep 
Score: -10587904.000000 Penalty: 3993.119873
	Iteration 24Q: 3 clusters Score -1.05879e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 209802 members 
Entering Unmasked Estep 
Score: -10587976.000000 Penalty: 3993.119873
	Iteration 25Q: 3 clusters Score -1.058798e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 210113 members 
Entering Unmasked Estep 
Score: -10588041.000000 Penalty: 3993.119873
	Iteration 26Q: 3 clusters Score -1.058804e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 210405 members 
Entering Unmasked Estep 
Score: -10588113.000000 Penalty: 3993.119873
	Iteration 27Q: 3 clusters Score -1.058811e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 210642 members 
Entering Unmasked Estep 
Score: -10588154.000000 Penalty: 3993.119873
	Iteration 28Q: 3 clusters Score -1.058815e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 210855 members 
Entering Unmasked Estep 
Score: -10588169.000000 Penalty: 3993.119873
	Iteration 29Q: 3 clusters Score -1.058817e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 211073 members 
Entering Unmasked Estep 
Score: -10588216.000000 Penalty: 3993.119873
	Iteration 30Q: 3 clusters Score -1.058822e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 211272 members 
Entering Unmasked Estep 
Score: -10588221.000000 Penalty: 3993.119873
	Iteration 31Q: 3 clusters Score -1.058822e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 211453 members 
Entering Unmasked Estep 
Score: -10588264.000000 Penalty: 3993.119873
	Iteration 32Q: 3 clusters Score -1.058826e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 211606 members 
Entering Unmasked Estep 
Score: -10588275.000000 Penalty: 3993.119873
	Iteration 33Q: 3 clusters Score -1.058828e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 211731 members 
Entering Unmasked Estep 
Score: -10588279.000000 Penalty: 3993.119873
	Iteration 34Q: 3 clusters Score -1.058828e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 211843 members 
Entering Unmasked Estep 
Score: -10588282.000000 Penalty: 3993.119873
	Iteration 35Q: 3 clusters Score -1.058828e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 211943 members 
Entering Unmasked Estep 
Score: -10588286.000000 Penalty: 3993.119873
	Iteration 36Q: 3 clusters Score -1.058829e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 212028 members 
Entering Unmasked Estep 
Score: -10588306.000000 Penalty: 3993.119873
	Iteration 37Q: 3 clusters Score -1.058831e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 212102 members 
Entering Unmasked Estep 
Score: -10588315.000000 Penalty: 3993.119873
	Iteration 38Q: 3 clusters Score -1.058832e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 212172 members 
Entering Unmasked Estep 
Score: -10588335.000000 Penalty: 3993.119873
	Iteration 39Q: 3 clusters Score -1.058834e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 212227 members 
Entering Unmasked Estep 
Score: -10588325.000000 Penalty: 3993.119873
	Iteration 40F: 3 clusters Score -1.058832e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 212266 members 
Entering Unmasked Estep 
Score: -10588323.000000 Penalty: 3993.119873
	Iteration 41Q: 3 clusters Score -1.058832e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 212314 members 
Entering Unmasked Estep 
Score: -10588345.000000 Penalty: 3993.119873
	Iteration 42Q: 3 clusters Score -1.058834e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 212353 members 
Entering Unmasked Estep 
Score: -10588333.000000 Penalty: 3993.119873
	Iteration 43Q: 3 clusters Score -1.058833e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 212393 members 
Entering Unmasked Estep 
Score: -10588342.000000 Penalty: 3993.119873
	Iteration 44Q: 3 clusters Score -1.058834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 212428 members 
Entering Unmasked Estep 
Score: -10588346.000000 Penalty: 3993.119873
	Iteration 45Q: 3 clusters Score -1.058835e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -10588357.000000 Penalty: 3993.119873
	Iteration 46Q: 3 clusters Score -1.058836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 212488 members 
Entering Unmasked Estep 
Score: -10588364.000000 Penalty: 3993.119873
	Iteration 47Q: 3 clusters Score -1.058836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 212521 members 
Entering Unmasked Estep 
Score: -10588362.000000 Penalty: 3993.119873
	Iteration 48Q: 3 clusters Score -1.058836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 212554 members 
Entering Unmasked Estep 
Score: -10588367.000000 Penalty: 3993.119873
	Iteration 49Q: 3 clusters Score -1.058837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 212591 members 
Entering Unmasked Estep 
Score: -10588368.000000 Penalty: 3993.119873
	Iteration 50Q: 3 clusters Score -1.058837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 212630 members 
Entering Unmasked Estep 
Score: -10588354.000000 Penalty: 3993.119873
	Iteration 51Q: 3 clusters Score -1.058835e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 212688 members 
Entering Unmasked Estep 
Score: -10588352.000000 Penalty: 3993.119873
	Iteration 52Q: 3 clusters Score -1.058835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 212721 members 
Entering Unmasked Estep 
Score: -10588360.000000 Penalty: 3993.119873
	Iteration 53Q: 3 clusters Score -1.058836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 212746 members 
Entering Unmasked Estep 
Score: -10588358.000000 Penalty: 3993.119873
	Iteration 54Q: 3 clusters Score -1.058836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 212779 members 
Entering Unmasked Estep 
Score: -10588368.000000 Penalty: 3993.119873
	Iteration 55Q: 3 clusters Score -1.058837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 212803 members 
Entering Unmasked Estep 
Score: -10588386.000000 Penalty: 3993.119873
	Iteration 56Q: 3 clusters Score -1.058839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 212830 members 
Entering Unmasked Estep 
Score: -10588378.000000 Penalty: 3993.119873
	Iteration 57Q: 3 clusters Score -1.058838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 212871 members 
Entering Unmasked Estep 
Score: -10588389.000000 Penalty: 3993.119873
	Iteration 58Q: 3 clusters Score -1.058839e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 212908 members 
Entering Unmasked Estep 
Score: -10588412.000000 Penalty: 3993.119873
	Iteration 59Q: 3 clusters Score -1.058841e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 212939 members 
Entering Unmasked Estep 
Score: -10588410.000000 Penalty: 3993.119873
	Iteration 60F: 3 clusters Score -1.058841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 212967 members 
Entering Unmasked Estep 
Score: -10588398.000000 Penalty: 3993.119873
	Iteration 61Q: 3 clusters Score -1.05884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 212990 members 
Entering Unmasked Estep 
Score: -10588408.000000 Penalty: 3993.119873
	Iteration 62Q: 3 clusters Score -1.058841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 213009 members 
Entering Unmasked Estep 
Score: -10588424.000000 Penalty: 3993.119873
	Iteration 63Q: 3 clusters Score -1.058842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 213024 members 
Entering Unmasked Estep 
Score: -10588414.000000 Penalty: 3993.119873
	Iteration 64Q: 3 clusters Score -1.058841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 213039 members 
Entering Unmasked Estep 
Score: -10588414.000000 Penalty: 3993.119873
	Iteration 65Q: 3 clusters Score -1.058841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 213052 members 
Entering Unmasked Estep 
Score: -10588425.000000 Penalty: 3993.119873
	Iteration 66Q: 3 clusters Score -1.058842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 213064 members 
Entering Unmasked Estep 
Score: -10588428.000000 Penalty: 3993.119873
	Iteration 67Q: 3 clusters Score -1.058843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 213071 members 
Entering Unmasked Estep 
Score: -10588424.000000 Penalty: 3993.119873
	Iteration 68Q: 3 clusters Score -1.058842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 213077 members 
Entering Unmasked Estep 
Score: -10588421.000000 Penalty: 3993.119873
	Iteration 69Q: 3 clusters Score -1.058842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 213078 members 
Entering Unmasked Estep 
Score: -10588419.000000 Penalty: 3993.119873
	Iteration 70Q: 3 clusters Score -1.058842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 213078 members 
Entering Unmasked Estep 
Score: -10588419.000000 Penalty: 3993.119873
	Iteration 71F: 3 clusters Score -1.058842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Entering Unmasked Estep 
Score: -333057.656250 Penalty: 1424.969116
	Iteration 0F: 2 clusters Score -333057.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -328177.406250 Penalty: 2849.938232
	Iteration 0F: 3 clusters Score -328177.4 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -329569.281250 Penalty: 2849.938232
	Iteration 1F: 3 clusters Score -329569.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -329742.562500 Penalty: 2849.938232
	Iteration 2F: 3 clusters Score -329742.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -329871.437500 Penalty: 2849.938232
	Iteration 3F: 3 clusters Score -329871.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -329972.343750 Penalty: 2849.938232
	Iteration 4Q: 3 clusters Score -329972.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -330080.812500 Penalty: 2849.938232
	Iteration 5Q: 3 clusters Score -330080.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -330192.500000 Penalty: 2849.938232
	Iteration 6Q: 3 clusters Score -330192.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -330308.062500 Penalty: 2849.938232
	Iteration 7Q: 3 clusters Score -330308.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -330429.250000 Penalty: 2849.938232
	Iteration 8Q: 3 clusters Score -330429.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -330567.562500 Penalty: 2849.938232
	Iteration 9Q: 3 clusters Score -330567.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -330731.593750 Penalty: 2849.938232
	Iteration 10Q: 3 clusters Score -330731.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -330906.375000 Penalty: 2849.938232
	Iteration 11Q: 3 clusters Score -330906.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -331102.781250 Penalty: 2849.938232
	Iteration 12Q: 3 clusters Score -331102.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -331298.437500 Penalty: 2849.938232
	Iteration 13Q: 3 clusters Score -331298.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -331457.437500 Penalty: 2849.938232
	Iteration 14Q: 3 clusters Score -331457.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -331586.718750 Penalty: 2849.938232
	Iteration 15Q: 3 clusters Score -331586.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -331669.375000 Penalty: 2849.938232
	Iteration 16Q: 3 clusters Score -331669.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -331721.218750 Penalty: 2849.938232
	Iteration 17Q: 3 clusters Score -331721.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -331750.156250 Penalty: 2849.938232
	Iteration 18Q: 3 clusters Score -331750.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -331775.125000 Penalty: 2849.938232
	Iteration 19Q: 3 clusters Score -331775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -331791.093750 Penalty: 2849.938232
	Iteration 20F: 3 clusters Score -331791.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -331795.656250 Penalty: 2849.938232
	Iteration 21Q: 3 clusters Score -331795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -331799.156250 Penalty: 2849.938232
	Iteration 22Q: 3 clusters Score -331799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -331802.531250 Penalty: 2849.938232
	Iteration 23Q: 3 clusters Score -331802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -331807.562500 Penalty: 2849.938232
	Iteration 24Q: 3 clusters Score -331807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -331810.625000 Penalty: 2849.938232
	Iteration 25Q: 3 clusters Score -331810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -331812.937500 Penalty: 2849.938232
	Iteration 26Q: 3 clusters Score -331812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -331812.937500 Penalty: 2849.938232
	Iteration 27F: 3 clusters Score -331812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -694710.500000 Penalty: 1551.901733
	Iteration 0F: 2 clusters Score -694710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -685027.812500 Penalty: 3103.803467
	Iteration 0F: 3 clusters Score -685027.8 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -688287.250000 Penalty: 3103.803467
	Iteration 1F: 3 clusters Score -688287.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -688542.437500 Penalty: 3103.803467
	Iteration 2F: 3 clusters Score -688542.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -688731.687500 Penalty: 3103.803467
	Iteration 3Q: 3 clusters Score -688731.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -688876.375000 Penalty: 3103.803467
	Iteration 4Q: 3 clusters Score -688876.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -689011.000000 Penalty: 3103.803467
	Iteration 5Q: 3 clusters Score -689011 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -689132.750000 Penalty: 3103.803467
	Iteration 6Q: 3 clusters Score -689132.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -689254.937500 Penalty: 3103.803467
	Iteration 7Q: 3 clusters Score -689254.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -689389.562500 Penalty: 3103.803467
	Iteration 8Q: 3 clusters Score -689389.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -689563.812500 Penalty: 3103.803467
	Iteration 9Q: 3 clusters Score -689563.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -689795.562500 Penalty: 3103.803467
	Iteration 10Q: 3 clusters Score -689795.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -690119.375000 Penalty: 3103.803467
	Iteration 11Q: 3 clusters Score -690119.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -690533.375000 Penalty: 3103.803467
	Iteration 12Q: 3 clusters Score -690533.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -690976.375000 Penalty: 3103.803467
	Iteration 13Q: 3 clusters Score -690976.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -691416.250000 Penalty: 3103.803467
	Iteration 14Q: 3 clusters Score -691416.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -691796.062500 Penalty: 3103.803467
	Iteration 15Q: 3 clusters Score -691796.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -692096.187500 Penalty: 3103.803467
	Iteration 16Q: 3 clusters Score -692096.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -692283.562500 Penalty: 3103.803467
	Iteration 17Q: 3 clusters Score -692283.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -692404.562500 Penalty: 3103.803467
	Iteration 18Q: 3 clusters Score -692404.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -692493.312500 Penalty: 3103.803467
	Iteration 19Q: 3 clusters Score -692493.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -692558.687500 Penalty: 3103.803467
	Iteration 20F: 3 clusters Score -692558.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -692614.687500 Penalty: 3103.803467
	Iteration 21Q: 3 clusters Score -692614.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -692661.000000 Penalty: 3103.803467
	Iteration 22Q: 3 clusters Score -692661 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -692710.625000 Penalty: 3103.803467
	Iteration 23Q: 3 clusters Score -692710.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -692748.125000 Penalty: 3103.803467
	Iteration 24Q: 3 clusters Score -692748.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -692782.562500 Penalty: 3103.803467
	Iteration 25Q: 3 clusters Score -692782.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -692818.500000 Penalty: 3103.803467
	Iteration 26Q: 3 clusters Score -692818.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -692854.687500 Penalty: 3103.803467
	Iteration 27Q: 3 clusters Score -692854.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -692891.937500 Penalty: 3103.803467
	Iteration 28Q: 3 clusters Score -692891.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -692926.187500 Penalty: 3103.803467
	Iteration 29Q: 3 clusters Score -692926.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -692956.937500 Penalty: 3103.803467
	Iteration 30Q: 3 clusters Score -692956.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -692992.375000 Penalty: 3103.803467
	Iteration 31Q: 3 clusters Score -692992.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -693026.812500 Penalty: 3103.803467
	Iteration 32Q: 3 clusters Score -693026.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -693058.687500 Penalty: 3103.803467
	Iteration 33Q: 3 clusters Score -693058.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -693080.125000 Penalty: 3103.803467
	Iteration 34Q: 3 clusters Score -693080.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -693103.875000 Penalty: 3103.803467
	Iteration 35Q: 3 clusters Score -693103.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -693124.312500 Penalty: 3103.803467
	Iteration 36Q: 3 clusters Score -693124.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -693145.062500 Penalty: 3103.803467
	Iteration 37Q: 3 clusters Score -693145.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -693170.250000 Penalty: 3103.803467
	Iteration 38Q: 3 clusters Score -693170.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -693202.687500 Penalty: 3103.803467
	Iteration 39Q: 3 clusters Score -693202.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -693233.250000 Penalty: 3103.803467
	Iteration 40F: 3 clusters Score -693233.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -693253.437500 Penalty: 3103.803467
	Iteration 41Q: 3 clusters Score -693253.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -693270.437500 Penalty: 3103.803467
	Iteration 42Q: 3 clusters Score -693270.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -693283.062500 Penalty: 3103.803467
	Iteration 43Q: 3 clusters Score -693283.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -693290.437500 Penalty: 3103.803467
	Iteration 44Q: 3 clusters Score -693290.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -693295.937500 Penalty: 3103.803467
	Iteration 45Q: 3 clusters Score -693295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -693301.812500 Penalty: 3103.803467
	Iteration 46Q: 3 clusters Score -693301.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -693304.937500 Penalty: 3103.803467
	Iteration 47Q: 3 clusters Score -693304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -693311.375000 Penalty: 3103.803467
	Iteration 48Q: 3 clusters Score -693311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -693318.250000 Penalty: 3103.803467
	Iteration 49Q: 3 clusters Score -693318.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -693325.437500 Penalty: 3103.803467
	Iteration 50Q: 3 clusters Score -693325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -693336.562500 Penalty: 3103.803467
	Iteration 51Q: 3 clusters Score -693336.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -693344.000000 Penalty: 3103.803467
	Iteration 52Q: 3 clusters Score -693344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -693350.937500 Penalty: 3103.803467
	Iteration 53Q: 3 clusters Score -693350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -693357.437500 Penalty: 3103.803467
	Iteration 54Q: 3 clusters Score -693357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -693362.062500 Penalty: 3103.803467
	Iteration 55Q: 3 clusters Score -693362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -693368.500000 Penalty: 3103.803467
	Iteration 56Q: 3 clusters Score -693368.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -693371.312500 Penalty: 3103.803467
	Iteration 57Q: 3 clusters Score -693371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -693374.875000 Penalty: 3103.803467
	Iteration 58Q: 3 clusters Score -693374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -693379.375000 Penalty: 3103.803467
	Iteration 59Q: 3 clusters Score -693379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -693381.312500 Penalty: 3103.803467
	Iteration 60F: 3 clusters Score -693381.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -693382.062500 Penalty: 3103.803467
	Iteration 61Q: 3 clusters Score -693382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -693386.687500 Penalty: 3103.803467
	Iteration 62Q: 3 clusters Score -693386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -693385.812500 Penalty: 3103.803467
	Iteration 63Q: 3 clusters Score -693385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -693387.437500 Penalty: 3103.803467
	Iteration 64Q: 3 clusters Score -693387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -693389.125000 Penalty: 3103.803467
	Iteration 65Q: 3 clusters Score -693389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -693390.750000 Penalty: 3103.803467
	Iteration 66Q: 3 clusters Score -693390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -693391.000000 Penalty: 3103.803467
	Iteration 67Q: 3 clusters Score -693391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -693391.375000 Penalty: 3103.803467
	Iteration 68Q: 3 clusters Score -693391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -693393.000000 Penalty: 3103.803467
	Iteration 69Q: 3 clusters Score -693393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -693394.500000 Penalty: 3103.803467
	Iteration 70Q: 3 clusters Score -693394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -693395.250000 Penalty: 3103.803467
	Iteration 71Q: 3 clusters Score -693395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -693395.875000 Penalty: 3103.803467
	Iteration 72Q: 3 clusters Score -693395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -693396.125000 Penalty: 3103.803467
	Iteration 73Q: 3 clusters Score -693396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -693396.812500 Penalty: 3103.803467
	Iteration 74Q: 3 clusters Score -693396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -693396.187500 Penalty: 3103.803467
	Iteration 75Q: 3 clusters Score -693396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -693397.000000 Penalty: 3103.803467
	Iteration 76Q: 3 clusters Score -693397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -693397.000000 Penalty: 3103.803467
	Iteration 77F: 3 clusters Score -693397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Entering Unmasked Estep 
Score: -827388.187500 Penalty: 1580.587158
	Iteration 0F: 2 clusters Score -827388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -815859.000000 Penalty: 3161.174316
	Iteration 0F: 3 clusters Score -815859 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -820130.750000 Penalty: 3161.174316
	Iteration 1F: 3 clusters Score -820130.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -820815.500000 Penalty: 3161.174316
	Iteration 2F: 3 clusters Score -820815.5 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -821715.000000 Penalty: 3161.174316
	Iteration 3F: 3 clusters Score -821715 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -822854.875000 Penalty: 3161.174316
	Iteration 4F: 3 clusters Score -822854.9 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -824071.812500 Penalty: 3161.174316
	Iteration 5F: 3 clusters Score -824071.8 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -825098.750000 Penalty: 3161.174316
	Iteration 6F: 3 clusters Score -825098.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -825724.437500 Penalty: 3161.174316
	Iteration 7Q: 3 clusters Score -825724.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -826038.187500 Penalty: 3161.174316
	Iteration 8Q: 3 clusters Score -826038.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -826148.625000 Penalty: 3161.174316
	Iteration 9Q: 3 clusters Score -826148.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -826202.687500 Penalty: 3161.174316
	Iteration 10Q: 3 clusters Score -826202.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -826225.187500 Penalty: 3161.174316
	Iteration 11Q: 3 clusters Score -826225.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -826237.687500 Penalty: 3161.174316
	Iteration 12Q: 3 clusters Score -826237.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -826248.937500 Penalty: 3161.174316
	Iteration 13Q: 3 clusters Score -826248.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -826255.437500 Penalty: 3161.174316
	Iteration 14Q: 3 clusters Score -826255.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -826257.437500 Penalty: 3161.174316
	Iteration 15Q: 3 clusters Score -826257.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -826262.875000 Penalty: 3161.174316
	Iteration 16Q: 3 clusters Score -826262.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -826274.500000 Penalty: 3161.174316
	Iteration 17Q: 3 clusters Score -826274.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -826282.062500 Penalty: 3161.174316
	Iteration 18Q: 3 clusters Score -826282.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -826287.937500 Penalty: 3161.174316
	Iteration 19Q: 3 clusters Score -826287.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -826294.625000 Penalty: 3161.174316
	Iteration 20F: 3 clusters Score -826294.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -826305.375000 Penalty: 3161.174316
	Iteration 21Q: 3 clusters Score -826305.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -826317.125000 Penalty: 3161.174316
	Iteration 22Q: 3 clusters Score -826317.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -826322.625000 Penalty: 3161.174316
	Iteration 23Q: 3 clusters Score -826322.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -826326.187500 Penalty: 3161.174316
	Iteration 24Q: 3 clusters Score -826326.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -826329.625000 Penalty: 3161.174316
	Iteration 25Q: 3 clusters Score -826329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -826335.187500 Penalty: 3161.174316
	Iteration 26Q: 3 clusters Score -826335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -826342.000000 Penalty: 3161.174316
	Iteration 27Q: 3 clusters Score -826342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -826347.812500 Penalty: 3161.174316
	Iteration 28Q: 3 clusters Score -826347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -826351.062500 Penalty: 3161.174316
	Iteration 29Q: 3 clusters Score -826351.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -826350.500000 Penalty: 3161.174316
	Iteration 30Q: 3 clusters Score -826350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -826352.625000 Penalty: 3161.174316
	Iteration 31Q: 3 clusters Score -826352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -826353.750000 Penalty: 3161.174316
	Iteration 32Q: 3 clusters Score -826353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -826354.500000 Penalty: 3161.174316
	Iteration 33Q: 3 clusters Score -826354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -826352.937500 Penalty: 3161.174316
	Iteration 34Q: 3 clusters Score -826352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -826354.437500 Penalty: 3161.174316
	Iteration 35Q: 3 clusters Score -826354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -826355.312500 Penalty: 3161.174316
	Iteration 36Q: 3 clusters Score -826355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -826355.250000 Penalty: 3161.174316
	Iteration 37Q: 3 clusters Score -826355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -826355.875000 Penalty: 3161.174316
	Iteration 38Q: 3 clusters Score -826355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -826355.750000 Penalty: 3161.174316
	Iteration 39Q: 3 clusters Score -826355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -826355.187500 Penalty: 3161.174316
	Iteration 40F: 3 clusters Score -826355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -826355.875000 Penalty: 3161.174316
	Iteration 41Q: 3 clusters Score -826355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -826356.125000 Penalty: 3161.174316
	Iteration 42Q: 3 clusters Score -826356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -826356.125000 Penalty: 3161.174316
	Iteration 43F: 3 clusters Score -826356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Entering Unmasked Estep 
Score: -2639596.250000 Penalty: 1771.835693
	Iteration 0F: 2 clusters Score -2639596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2603132.500000 Penalty: 3543.671387
	Iteration 0F: 3 clusters Score -2603132 nChanged 25629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -2617617.250000 Penalty: 3543.671387
	Iteration 1F: 3 clusters Score -2617617 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -2618039.000000 Penalty: 3543.671387
	Iteration 2Q: 3 clusters Score -2618039 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2618474.250000 Penalty: 3543.671387
	Iteration 3Q: 3 clusters Score -2618474 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2619040.000000 Penalty: 3543.671387
	Iteration 4Q: 3 clusters Score -2619040 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2619732.500000 Penalty: 3543.671387
	Iteration 5Q: 3 clusters Score -2619732 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2620793.000000 Penalty: 3543.671387
	Iteration 6Q: 3 clusters Score -2620793 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2622433.250000 Penalty: 3543.671387
	Iteration 7F: 3 clusters Score -2622433 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2625177.500000 Penalty: 3543.671387
	Iteration 8F: 3 clusters Score -2625178 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2628937.750000 Penalty: 3543.671387
	Iteration 9F: 3 clusters Score -2628938 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2632723.500000 Penalty: 3543.671387
	Iteration 10F: 3 clusters Score -2632724 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2635453.000000 Penalty: 3543.671387
	Iteration 11F: 3 clusters Score -2635453 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2636937.750000 Penalty: 3543.671387
	Iteration 12Q: 3 clusters Score -2636938 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2637748.250000 Penalty: 3543.671387
	Iteration 13Q: 3 clusters Score -2637748 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2638259.750000 Penalty: 3543.671387
	Iteration 14Q: 3 clusters Score -2638260 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2638624.250000 Penalty: 3543.671387
	Iteration 15Q: 3 clusters Score -2638624 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2638875.750000 Penalty: 3543.671387
	Iteration 16Q: 3 clusters Score -2638876 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2639045.000000 Penalty: 3543.671387
	Iteration 17Q: 3 clusters Score -2639045 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2639133.750000 Penalty: 3543.671387
	Iteration 18Q: 3 clusters Score -2639134 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2639207.000000 Penalty: 3543.671387
	Iteration 19Q: 3 clusters Score -2639207 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2639238.500000 Penalty: 3543.671387
	Iteration 20F: 3 clusters Score -2639238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2639270.000000 Penalty: 3543.671387
	Iteration 21Q: 3 clusters Score -2639270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2639298.250000 Penalty: 3543.671387
	Iteration 22Q: 3 clusters Score -2639298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2639331.500000 Penalty: 3543.671387
	Iteration 23Q: 3 clusters Score -2639332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2639352.000000 Penalty: 3543.671387
	Iteration 24Q: 3 clusters Score -2639352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2639362.000000 Penalty: 3543.671387
	Iteration 25Q: 3 clusters Score -2639362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2639364.000000 Penalty: 3543.671387
	Iteration 26Q: 3 clusters Score -2639364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2639372.750000 Penalty: 3543.671387
	Iteration 27Q: 3 clusters Score -2639373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2639374.500000 Penalty: 3543.671387
	Iteration 28Q: 3 clusters Score -2639374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2639379.250000 Penalty: 3543.671387
	Iteration 29Q: 3 clusters Score -2639379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2639385.750000 Penalty: 3543.671387
	Iteration 30Q: 3 clusters Score -2639386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2639398.500000 Penalty: 3543.671387
	Iteration 31Q: 3 clusters Score -2639398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2639399.250000 Penalty: 3543.671387
	Iteration 32Q: 3 clusters Score -2639399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2639400.000000 Penalty: 3543.671387
	Iteration 33Q: 3 clusters Score -2639400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2639403.500000 Penalty: 3543.671387
	Iteration 34Q: 3 clusters Score -2639404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2639405.500000 Penalty: 3543.671387
	Iteration 35Q: 3 clusters Score -2639406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2639410.500000 Penalty: 3543.671387
	Iteration 36Q: 3 clusters Score -2639410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2639412.250000 Penalty: 3543.671387
	Iteration 37Q: 3 clusters Score -2639412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2639411.500000 Penalty: 3543.671387
	Iteration 38Q: 3 clusters Score -2639412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2639411.000000 Penalty: 3543.671387
	Iteration 39Q: 3 clusters Score -2639411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2639411.500000 Penalty: 3543.671387
	Iteration 40F: 3 clusters Score -2639412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2639414.500000 Penalty: 3543.671387
	Iteration 41Q: 3 clusters Score -2639414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2639415.000000 Penalty: 3543.671387
	Iteration 42Q: 3 clusters Score -2639415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2639412.250000 Penalty: 3543.671387
	Iteration 43Q: 3 clusters Score -2639412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2639414.750000 Penalty: 3543.671387
	Iteration 44Q: 3 clusters Score -2639415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2639414.250000 Penalty: 3543.671387
	Iteration 45Q: 3 clusters Score -2639414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2639412.500000 Penalty: 3543.671387
	Iteration 46Q: 3 clusters Score -2639412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2639410.250000 Penalty: 3543.671387
	Iteration 47Q: 3 clusters Score -2639410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2639412.250000 Penalty: 3543.671387
	Iteration 48Q: 3 clusters Score -2639412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2639408.250000 Penalty: 3543.671387
	Iteration 49Q: 3 clusters Score -2639408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2639406.750000 Penalty: 3543.671387
	Iteration 50Q: 3 clusters Score -2639407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2639411.000000 Penalty: 3543.671387
	Iteration 51Q: 3 clusters Score -2639411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2639407.750000 Penalty: 3543.671387
	Iteration 52Q: 3 clusters Score -2639408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2639408.500000 Penalty: 3543.671387
	Iteration 53Q: 3 clusters Score -2639408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2639408.500000 Penalty: 3543.671387
	Iteration 54F: 3 clusters Score -2639408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Entering Unmasked Estep 
Score: -359650.843750 Penalty: 1450.882568
	Iteration 0F: 2 clusters Score -359650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -354022.750000 Penalty: 2901.765137
	Iteration 0F: 3 clusters Score -354022.8 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -355647.593750 Penalty: 2901.765137
	Iteration 1F: 3 clusters Score -355647.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -355894.343750 Penalty: 2901.765137
	Iteration 2F: 3 clusters Score -355894.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -356075.875000 Penalty: 2901.765137
	Iteration 3F: 3 clusters Score -356075.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -356251.093750 Penalty: 2901.765137
	Iteration 4Q: 3 clusters Score -356251.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -356460.125000 Penalty: 2901.765137
	Iteration 5Q: 3 clusters Score -356460.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -356675.906250 Penalty: 2901.765137
	Iteration 6Q: 3 clusters Score -356675.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -356869.875000 Penalty: 2901.765137
	Iteration 7Q: 3 clusters Score -356869.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -357085.625000 Penalty: 2901.765137
	Iteration 8Q: 3 clusters Score -357085.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -357292.125000 Penalty: 2901.765137
	Iteration 9Q: 3 clusters Score -357292.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -357457.218750 Penalty: 2901.765137
	Iteration 10Q: 3 clusters Score -357457.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -357602.781250 Penalty: 2901.765137
	Iteration 11Q: 3 clusters Score -357602.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -357686.375000 Penalty: 2901.765137
	Iteration 12Q: 3 clusters Score -357686.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -357739.312500 Penalty: 2901.765137
	Iteration 13Q: 3 clusters Score -357739.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -357783.312500 Penalty: 2901.765137
	Iteration 14Q: 3 clusters Score -357783.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -357817.656250 Penalty: 2901.765137
	Iteration 15Q: 3 clusters Score -357817.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -357836.156250 Penalty: 2901.765137
	Iteration 16Q: 3 clusters Score -357836.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -357851.218750 Penalty: 2901.765137
	Iteration 17Q: 3 clusters Score -357851.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -357859.875000 Penalty: 2901.765137
	Iteration 18Q: 3 clusters Score -357859.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -357866.187500 Penalty: 2901.765137
	Iteration 19Q: 3 clusters Score -357866.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -357872.812500 Penalty: 2901.765137
	Iteration 20F: 3 clusters Score -357872.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -357876.062500 Penalty: 2901.765137
	Iteration 21Q: 3 clusters Score -357876.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -357878.500000 Penalty: 2901.765137
	Iteration 22Q: 3 clusters Score -357878.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -357879.687500 Penalty: 2901.765137
	Iteration 23Q: 3 clusters Score -357879.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -357882.531250 Penalty: 2901.765137
	Iteration 24Q: 3 clusters Score -357882.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -357884.375000 Penalty: 2901.765137
	Iteration 25Q: 3 clusters Score -357884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -357885.218750 Penalty: 2901.765137
	Iteration 26Q: 3 clusters Score -357885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -357888.031250 Penalty: 2901.765137
	Iteration 27Q: 3 clusters Score -357888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -357889.062500 Penalty: 2901.765137
	Iteration 28Q: 3 clusters Score -357889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -357890.218750 Penalty: 2901.765137
	Iteration 29Q: 3 clusters Score -357890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -357890.843750 Penalty: 2901.765137
	Iteration 30Q: 3 clusters Score -357890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -357890.906250 Penalty: 2901.765137
	Iteration 31Q: 3 clusters Score -357890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -357890.906250 Penalty: 2901.765137
	Iteration 32F: 3 clusters Score -357890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -318632.937500 Penalty: 1427.500977
	Iteration 0F: 2 clusters Score -318632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -313715.343750 Penalty: 2855.001953
	Iteration 0F: 3 clusters Score -313715.3 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -315125.656250 Penalty: 2855.001953
	Iteration 1F: 3 clusters Score -315125.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -315312.656250 Penalty: 2855.001953
	Iteration 2F: 3 clusters Score -315312.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -315437.000000 Penalty: 2855.001953
	Iteration 3Q: 3 clusters Score -315437 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -315535.343750 Penalty: 2855.001953
	Iteration 4Q: 3 clusters Score -315535.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -315625.218750 Penalty: 2855.001953
	Iteration 5Q: 3 clusters Score -315625.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -315701.531250 Penalty: 2855.001953
	Iteration 6Q: 3 clusters Score -315701.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -315772.625000 Penalty: 2855.001953
	Iteration 7Q: 3 clusters Score -315772.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -315852.718750 Penalty: 2855.001953
	Iteration 8Q: 3 clusters Score -315852.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -315950.968750 Penalty: 2855.001953
	Iteration 9Q: 3 clusters Score -315951 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -316089.593750 Penalty: 2855.001953
	Iteration 10Q: 3 clusters Score -316089.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -316243.031250 Penalty: 2855.001953
	Iteration 11Q: 3 clusters Score -316243 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -316425.781250 Penalty: 2855.001953
	Iteration 12Q: 3 clusters Score -316425.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -316640.625000 Penalty: 2855.001953
	Iteration 13Q: 3 clusters Score -316640.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -316853.031250 Penalty: 2855.001953
	Iteration 14Q: 3 clusters Score -316853 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -317021.156250 Penalty: 2855.001953
	Iteration 15Q: 3 clusters Score -317021.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -317167.281250 Penalty: 2855.001953
	Iteration 16Q: 3 clusters Score -317167.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -317268.843750 Penalty: 2855.001953
	Iteration 17Q: 3 clusters Score -317268.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -317327.781250 Penalty: 2855.001953
	Iteration 18Q: 3 clusters Score -317327.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -317370.625000 Penalty: 2855.001953
	Iteration 19Q: 3 clusters Score -317370.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -317403.812500 Penalty: 2855.001953
	Iteration 20F: 3 clusters Score -317403.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -317428.312500 Penalty: 2855.001953
	Iteration 21Q: 3 clusters Score -317428.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -317441.343750 Penalty: 2855.001953
	Iteration 22Q: 3 clusters Score -317441.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -317450.562500 Penalty: 2855.001953
	Iteration 23Q: 3 clusters Score -317450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -317456.125000 Penalty: 2855.001953
	Iteration 24Q: 3 clusters Score -317456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -317461.375000 Penalty: 2855.001953
	Iteration 25Q: 3 clusters Score -317461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -317462.531250 Penalty: 2855.001953
	Iteration 26Q: 3 clusters Score -317462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -317464.500000 Penalty: 2855.001953
	Iteration 27Q: 3 clusters Score -317464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -317464.500000 Penalty: 2855.001953
	Iteration 28F: 3 clusters Score -317464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Entering Unmasked Estep 
Score: -678547.375000 Penalty: 1554.563599
	Iteration 0F: 2 clusters Score -678547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -668655.062500 Penalty: 3109.127197
	Iteration 0F: 3 clusters Score -668655.1 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -672037.812500 Penalty: 3109.127197
	Iteration 1F: 3 clusters Score -672037.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -672299.875000 Penalty: 3109.127197
	Iteration 2F: 3 clusters Score -672299.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -672544.000000 Penalty: 3109.127197
	Iteration 3Q: 3 clusters Score -672544 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -672802.187500 Penalty: 3109.127197
	Iteration 4Q: 3 clusters Score -672802.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -673100.750000 Penalty: 3109.127197
	Iteration 5Q: 3 clusters Score -673100.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -673474.875000 Penalty: 3109.127197
	Iteration 6Q: 3 clusters Score -673474.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -673946.687500 Penalty: 3109.127197
	Iteration 7F: 3 clusters Score -673946.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -674549.937500 Penalty: 3109.127197
	Iteration 8F: 3 clusters Score -674549.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -675273.812500 Penalty: 3109.127197
	Iteration 9F: 3 clusters Score -675273.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -676090.687500 Penalty: 3109.127197
	Iteration 10F: 3 clusters Score -676090.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -676729.812500 Penalty: 3109.127197
	Iteration 11Q: 3 clusters Score -676729.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -677076.875000 Penalty: 3109.127197
	Iteration 12Q: 3 clusters Score -677076.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -677211.812500 Penalty: 3109.127197
	Iteration 13Q: 3 clusters Score -677211.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -677286.187500 Penalty: 3109.127197
	Iteration 14Q: 3 clusters Score -677286.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -677324.875000 Penalty: 3109.127197
	Iteration 15Q: 3 clusters Score -677324.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -677353.500000 Penalty: 3109.127197
	Iteration 16Q: 3 clusters Score -677353.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -677372.937500 Penalty: 3109.127197
	Iteration 17Q: 3 clusters Score -677372.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -677387.687500 Penalty: 3109.127197
	Iteration 18Q: 3 clusters Score -677387.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -677409.562500 Penalty: 3109.127197
	Iteration 19Q: 3 clusters Score -677409.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -677422.125000 Penalty: 3109.127197
	Iteration 20F: 3 clusters Score -677422.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -677433.062500 Penalty: 3109.127197
	Iteration 21Q: 3 clusters Score -677433.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -677441.750000 Penalty: 3109.127197
	Iteration 22Q: 3 clusters Score -677441.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -677448.937500 Penalty: 3109.127197
	Iteration 23Q: 3 clusters Score -677448.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -677452.937500 Penalty: 3109.127197
	Iteration 24Q: 3 clusters Score -677452.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -677462.750000 Penalty: 3109.127197
	Iteration 25Q: 3 clusters Score -677462.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -677468.750000 Penalty: 3109.127197
	Iteration 26Q: 3 clusters Score -677468.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -677474.250000 Penalty: 3109.127197
	Iteration 27Q: 3 clusters Score -677474.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -677477.937500 Penalty: 3109.127197
	Iteration 28Q: 3 clusters Score -677477.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -677480.875000 Penalty: 3109.127197
	Iteration 29Q: 3 clusters Score -677480.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -677480.625000 Penalty: 3109.127197
	Iteration 30Q: 3 clusters Score -677480.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -677482.937500 Penalty: 3109.127197
	Iteration 31Q: 3 clusters Score -677482.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -677486.187500 Penalty: 3109.127197
	Iteration 32Q: 3 clusters Score -677486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -677487.937500 Penalty: 3109.127197
	Iteration 33Q: 3 clusters Score -677487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -677491.000000 Penalty: 3109.127197
	Iteration 34Q: 3 clusters Score -677491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -677490.000000 Penalty: 3109.127197
	Iteration 35Q: 3 clusters Score -677490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -677490.625000 Penalty: 3109.127197
	Iteration 36Q: 3 clusters Score -677490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -677492.750000 Penalty: 3109.127197
	Iteration 37Q: 3 clusters Score -677492.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -677494.375000 Penalty: 3109.127197
	Iteration 38Q: 3 clusters Score -677494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -677497.875000 Penalty: 3109.127197
	Iteration 39Q: 3 clusters Score -677497.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -677501.625000 Penalty: 3109.127197
	Iteration 40F: 3 clusters Score -677501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -677504.062500 Penalty: 3109.127197
	Iteration 41Q: 3 clusters Score -677504.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -677503.000000 Penalty: 3109.127197
	Iteration 42Q: 3 clusters Score -677503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -677505.687500 Penalty: 3109.127197
	Iteration 43Q: 3 clusters Score -677505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -677506.687500 Penalty: 3109.127197
	Iteration 44Q: 3 clusters Score -677506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -677507.750000 Penalty: 3109.127197
	Iteration 45Q: 3 clusters Score -677507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -677507.687500 Penalty: 3109.127197
	Iteration 46Q: 3 clusters Score -677507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -677507.375000 Penalty: 3109.127197
	Iteration 47Q: 3 clusters Score -677507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -677507.562500 Penalty: 3109.127197
	Iteration 48Q: 3 clusters Score -677507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -677507.562500 Penalty: 3109.127197
	Iteration 49F: 3 clusters Score -677507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -127339.343750 Penalty: 1277.593262
	Iteration 0F: 2 clusters Score -127339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -124828.804688 Penalty: 2555.186523
	Iteration 0F: 3 clusters Score -124828.8 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -125366.164062 Penalty: 2555.186523
	Iteration 1F: 3 clusters Score -125366.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -125492.546875 Penalty: 2555.186523
	Iteration 2F: 3 clusters Score -125492.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -125554.835938 Penalty: 2555.186523
	Iteration 3Q: 3 clusters Score -125554.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -125603.070312 Penalty: 2555.186523
	Iteration 4Q: 3 clusters Score -125603.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -125655.687500 Penalty: 2555.186523
	Iteration 5Q: 3 clusters Score -125655.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -125701.500000 Penalty: 2555.186523
	Iteration 6Q: 3 clusters Score -125701.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -125738.476562 Penalty: 2555.186523
	Iteration 7Q: 3 clusters Score -125738.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -125763.890625 Penalty: 2555.186523
	Iteration 8Q: 3 clusters Score -125763.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -125784.109375 Penalty: 2555.186523
	Iteration 9Q: 3 clusters Score -125784.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -125798.335938 Penalty: 2555.186523
	Iteration 10Q: 3 clusters Score -125798.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -125811.593750 Penalty: 2555.186523
	Iteration 11Q: 3 clusters Score -125811.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -125821.320312 Penalty: 2555.186523
	Iteration 12Q: 3 clusters Score -125821.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -125833.789062 Penalty: 2555.186523
	Iteration 13Q: 3 clusters Score -125833.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -125844.250000 Penalty: 2555.186523
	Iteration 14Q: 3 clusters Score -125844.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -125857.875000 Penalty: 2555.186523
	Iteration 15Q: 3 clusters Score -125857.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -125879.718750 Penalty: 2555.186523
	Iteration 16Q: 3 clusters Score -125879.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -125903.062500 Penalty: 2555.186523
	Iteration 17Q: 3 clusters Score -125903.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -125935.757812 Penalty: 2555.186523
	Iteration 18Q: 3 clusters Score -125935.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -125977.625000 Penalty: 2555.186523
	Iteration 19Q: 3 clusters Score -125977.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -126010.531250 Penalty: 2555.186523
	Iteration 20F: 3 clusters Score -126010.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -126040.515625 Penalty: 2555.186523
	Iteration 21Q: 3 clusters Score -126040.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -126069.710938 Penalty: 2555.186523
	Iteration 22Q: 3 clusters Score -126069.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -126096.132812 Penalty: 2555.186523
	Iteration 23Q: 3 clusters Score -126096.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -126119.937500 Penalty: 2555.186523
	Iteration 24Q: 3 clusters Score -126119.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -126148.757812 Penalty: 2555.186523
	Iteration 25Q: 3 clusters Score -126148.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -126176.101562 Penalty: 2555.186523
	Iteration 26Q: 3 clusters Score -126176.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -126200.453125 Penalty: 2555.186523
	Iteration 27Q: 3 clusters Score -126200.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -126234.406250 Penalty: 2555.186523
	Iteration 28Q: 3 clusters Score -126234.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -126271.148438 Penalty: 2555.186523
	Iteration 29Q: 3 clusters Score -126271.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -126297.101562 Penalty: 2555.186523
	Iteration 30Q: 3 clusters Score -126297.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -126313.992188 Penalty: 2555.186523
	Iteration 31Q: 3 clusters Score -126314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -126327.484375 Penalty: 2555.186523
	Iteration 32Q: 3 clusters Score -126327.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -126339.812500 Penalty: 2555.186523
	Iteration 33Q: 3 clusters Score -126339.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -126353.140625 Penalty: 2555.186523
	Iteration 34Q: 3 clusters Score -126353.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -126368.039062 Penalty: 2555.186523
	Iteration 35Q: 3 clusters Score -126368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -126377.359375 Penalty: 2555.186523
	Iteration 36Q: 3 clusters Score -126377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -126381.585938 Penalty: 2555.186523
	Iteration 37Q: 3 clusters Score -126381.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -126383.625000 Penalty: 2555.186523
	Iteration 38Q: 3 clusters Score -126383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -126384.796875 Penalty: 2555.186523
	Iteration 39Q: 3 clusters Score -126384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -126386.171875 Penalty: 2555.186523
	Iteration 40F: 3 clusters Score -126386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -126386.843750 Penalty: 2555.186523
	Iteration 41Q: 3 clusters Score -126386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -126388.960938 Penalty: 2555.186523
	Iteration 42Q: 3 clusters Score -126389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -126391.078125 Penalty: 2555.186523
	Iteration 43Q: 3 clusters Score -126391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -126392.492188 Penalty: 2555.186523
	Iteration 44Q: 3 clusters Score -126392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -126393.015625 Penalty: 2555.186523
	Iteration 45Q: 3 clusters Score -126393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -126394.093750 Penalty: 2555.186523
	Iteration 46Q: 3 clusters Score -126394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -126396.023438 Penalty: 2555.186523
	Iteration 47Q: 3 clusters Score -126396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -126398.203125 Penalty: 2555.186523
	Iteration 48Q: 3 clusters Score -126398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -126399.093750 Penalty: 2555.186523
	Iteration 49Q: 3 clusters Score -126399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -126399.226562 Penalty: 2555.186523
	Iteration 50Q: 3 clusters Score -126399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -126399.765625 Penalty: 2555.186523
	Iteration 51Q: 3 clusters Score -126399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -126401.328125 Penalty: 2555.186523
	Iteration 52Q: 3 clusters Score -126401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -126402.414062 Penalty: 2555.186523
	Iteration 53Q: 3 clusters Score -126402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -126402.414062 Penalty: 2555.186523
	Iteration 54F: 3 clusters Score -126402.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -193909.437500 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -193909.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -190485.375000 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -190485.4 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -191383.593750 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -191383.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -191541.921875 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -191541.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -191652.265625 Penalty: 2699.201904
	Iteration 3Q: 3 clusters Score -191652.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -191748.421875 Penalty: 2699.201904
	Iteration 4Q: 3 clusters Score -191748.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -191851.453125 Penalty: 2699.201904
	Iteration 5Q: 3 clusters Score -191851.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -191972.812500 Penalty: 2699.201904
	Iteration 6Q: 3 clusters Score -191972.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -192130.187500 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -192130.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -192332.546875 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -192332.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -192590.312500 Penalty: 2699.201904
	Iteration 9F: 3 clusters Score -192590.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -192873.484375 Penalty: 2699.201904
	Iteration 10F: 3 clusters Score -192873.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -193143.125000 Penalty: 2699.201904
	Iteration 11F: 3 clusters Score -193143.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -193343.437500 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -193343.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -193462.343750 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -193462.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -193550.953125 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -193551 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -193597.656250 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -193597.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -193616.531250 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -193616.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -193624.140625 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -193624.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -193629.984375 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -193630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -193632.000000 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -193632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -193632.875000 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -193632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -193633.203125 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -193633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -193634.000000 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -193634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -193634.000000 Penalty: 2699.201904
	Iteration 23F: 3 clusters Score -193634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -198284.796875 Penalty: 1348.229370
	Iteration 0F: 2 clusters Score -198284.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -194928.015625 Penalty: 2696.458740
	Iteration 0F: 3 clusters Score -194928 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -195802.890625 Penalty: 2696.458740
	Iteration 1F: 3 clusters Score -195802.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -195982.093750 Penalty: 2696.458740
	Iteration 2F: 3 clusters Score -195982.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -196131.906250 Penalty: 2696.458740
	Iteration 3F: 3 clusters Score -196131.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -196250.640625 Penalty: 2696.458740
	Iteration 4Q: 3 clusters Score -196250.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -196339.937500 Penalty: 2696.458740
	Iteration 5Q: 3 clusters Score -196339.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -196414.234375 Penalty: 2696.458740
	Iteration 6Q: 3 clusters Score -196414.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -196488.687500 Penalty: 2696.458740
	Iteration 7Q: 3 clusters Score -196488.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -196584.484375 Penalty: 2696.458740
	Iteration 8Q: 3 clusters Score -196584.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -196666.187500 Penalty: 2696.458740
	Iteration 9Q: 3 clusters Score -196666.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -196744.796875 Penalty: 2696.458740
	Iteration 10Q: 3 clusters Score -196744.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -196820.593750 Penalty: 2696.458740
	Iteration 11Q: 3 clusters Score -196820.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -196910.921875 Penalty: 2696.458740
	Iteration 12Q: 3 clusters Score -196910.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -196987.125000 Penalty: 2696.458740
	Iteration 13Q: 3 clusters Score -196987.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -197056.328125 Penalty: 2696.458740
	Iteration 14Q: 3 clusters Score -197056.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -197107.718750 Penalty: 2696.458740
	Iteration 15Q: 3 clusters Score -197107.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -197151.328125 Penalty: 2696.458740
	Iteration 16Q: 3 clusters Score -197151.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -197187.328125 Penalty: 2696.458740
	Iteration 17Q: 3 clusters Score -197187.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -197204.765625 Penalty: 2696.458740
	Iteration 18Q: 3 clusters Score -197204.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -197214.421875 Penalty: 2696.458740
	Iteration 19Q: 3 clusters Score -197214.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -197226.328125 Penalty: 2696.458740
	Iteration 20F: 3 clusters Score -197226.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -197236.671875 Penalty: 2696.458740
	Iteration 21Q: 3 clusters Score -197236.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -197241.187500 Penalty: 2696.458740
	Iteration 22Q: 3 clusters Score -197241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -197243.093750 Penalty: 2696.458740
	Iteration 23Q: 3 clusters Score -197243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -197244.734375 Penalty: 2696.458740
	Iteration 24Q: 3 clusters Score -197244.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -197247.312500 Penalty: 2696.458740
	Iteration 25Q: 3 clusters Score -197247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -197251.625000 Penalty: 2696.458740
	Iteration 26Q: 3 clusters Score -197251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -197257.765625 Penalty: 2696.458740
	Iteration 27Q: 3 clusters Score -197257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -197264.375000 Penalty: 2696.458740
	Iteration 28Q: 3 clusters Score -197264.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -197270.093750 Penalty: 2696.458740
	Iteration 29Q: 3 clusters Score -197270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -197272.718750 Penalty: 2696.458740
	Iteration 30Q: 3 clusters Score -197272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -197274.515625 Penalty: 2696.458740
	Iteration 31Q: 3 clusters Score -197274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -197275.703125 Penalty: 2696.458740
	Iteration 32Q: 3 clusters Score -197275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -197277.296875 Penalty: 2696.458740
	Iteration 33Q: 3 clusters Score -197277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -197278.609375 Penalty: 2696.458740
	Iteration 34Q: 3 clusters Score -197278.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -197279.734375 Penalty: 2696.458740
	Iteration 35Q: 3 clusters Score -197279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -197280.390625 Penalty: 2696.458740
	Iteration 36Q: 3 clusters Score -197280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -197281.109375 Penalty: 2696.458740
	Iteration 37Q: 3 clusters Score -197281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -197281.656250 Penalty: 2696.458740
	Iteration 38Q: 3 clusters Score -197281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -197281.671875 Penalty: 2696.458740
	Iteration 39Q: 3 clusters Score -197281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -197281.671875 Penalty: 2696.458740
	Iteration 40F: 3 clusters Score -197281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -99321.203125 Penalty: 1236.441406
	Iteration 0F: 2 clusters Score -99321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -97194.695312 Penalty: 2472.882812
	Iteration 0F: 3 clusters Score -97194.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97631.695312 Penalty: 2472.882812
	Iteration 1F: 3 clusters Score -97631.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97735.984375 Penalty: 2472.882812
	Iteration 2F: 3 clusters Score -97735.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97795.289062 Penalty: 2472.882812
	Iteration 3Q: 3 clusters Score -97795.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -97828.414062 Penalty: 2472.882812
	Iteration 4Q: 3 clusters Score -97828.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -97856.648438 Penalty: 2472.882812
	Iteration 5Q: 3 clusters Score -97856.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97880.773438 Penalty: 2472.882812
	Iteration 6Q: 3 clusters Score -97880.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -97897.781250 Penalty: 2472.882812
	Iteration 7Q: 3 clusters Score -97897.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -97914.164062 Penalty: 2472.882812
	Iteration 8Q: 3 clusters Score -97914.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97921.929688 Penalty: 2472.882812
	Iteration 9Q: 3 clusters Score -97921.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -97931.914062 Penalty: 2472.882812
	Iteration 10Q: 3 clusters Score -97931.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -97943.742188 Penalty: 2472.882812
	Iteration 11Q: 3 clusters Score -97943.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -97952.796875 Penalty: 2472.882812
	Iteration 12Q: 3 clusters Score -97952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -97956.445312 Penalty: 2472.882812
	Iteration 13Q: 3 clusters Score -97956.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -97961.312500 Penalty: 2472.882812
	Iteration 14Q: 3 clusters Score -97961.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -97968.445312 Penalty: 2472.882812
	Iteration 15Q: 3 clusters Score -97968.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -97973.062500 Penalty: 2472.882812
	Iteration 16Q: 3 clusters Score -97973.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -97977.203125 Penalty: 2472.882812
	Iteration 17Q: 3 clusters Score -97977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -97983.757812 Penalty: 2472.882812
	Iteration 18Q: 3 clusters Score -97983.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -97989.906250 Penalty: 2472.882812
	Iteration 19Q: 3 clusters Score -97989.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97994.132812 Penalty: 2472.882812
	Iteration 20F: 3 clusters Score -97994.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -97996.039062 Penalty: 2472.882812
	Iteration 21Q: 3 clusters Score -97996.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -97997.656250 Penalty: 2472.882812
	Iteration 22Q: 3 clusters Score -97997.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -97999.953125 Penalty: 2472.882812
	Iteration 23Q: 3 clusters Score -97999.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -98001.523438 Penalty: 2472.882812
	Iteration 24Q: 3 clusters Score -98001.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -98003.625000 Penalty: 2472.882812
	Iteration 25Q: 3 clusters Score -98003.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -98005.890625 Penalty: 2472.882812
	Iteration 26Q: 3 clusters Score -98005.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -98007.015625 Penalty: 2472.882812
	Iteration 27Q: 3 clusters Score -98007.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -98007.015625 Penalty: 2472.882812
	Iteration 28F: 3 clusters Score -98007.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -369620.062500 Penalty: 1450.213379
	Iteration 0F: 2 clusters Score -369620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -364045.687500 Penalty: 2900.426758
	Iteration 0F: 3 clusters Score -364045.7 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -365689.625000 Penalty: 2900.426758
	Iteration 1F: 3 clusters Score -365689.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -365916.687500 Penalty: 2900.426758
	Iteration 2F: 3 clusters Score -365916.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -366123.625000 Penalty: 2900.426758
	Iteration 3F: 3 clusters Score -366123.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -366324.937500 Penalty: 2900.426758
	Iteration 4F: 3 clusters Score -366324.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -366539.937500 Penalty: 2900.426758
	Iteration 5Q: 3 clusters Score -366539.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -366772.062500 Penalty: 2900.426758
	Iteration 6F: 3 clusters Score -366772.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -367054.906250 Penalty: 2900.426758
	Iteration 7F: 3 clusters Score -367054.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -367352.312500 Penalty: 2900.426758
	Iteration 8F: 3 clusters Score -367352.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -367653.093750 Penalty: 2900.426758
	Iteration 9Q: 3 clusters Score -367653.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -367899.500000 Penalty: 2900.426758
	Iteration 10Q: 3 clusters Score -367899.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -368077.531250 Penalty: 2900.426758
	Iteration 11Q: 3 clusters Score -368077.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -368193.468750 Penalty: 2900.426758
	Iteration 12Q: 3 clusters Score -368193.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -368257.562500 Penalty: 2900.426758
	Iteration 13Q: 3 clusters Score -368257.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -368292.843750 Penalty: 2900.426758
	Iteration 14Q: 3 clusters Score -368292.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -368317.906250 Penalty: 2900.426758
	Iteration 15Q: 3 clusters Score -368317.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -368332.187500 Penalty: 2900.426758
	Iteration 16Q: 3 clusters Score -368332.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -368344.406250 Penalty: 2900.426758
	Iteration 17Q: 3 clusters Score -368344.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -368358.125000 Penalty: 2900.426758
	Iteration 18Q: 3 clusters Score -368358.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -368364.281250 Penalty: 2900.426758
	Iteration 19Q: 3 clusters Score -368364.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -368370.187500 Penalty: 2900.426758
	Iteration 20F: 3 clusters Score -368370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -368372.093750 Penalty: 2900.426758
	Iteration 21Q: 3 clusters Score -368372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -368374.000000 Penalty: 2900.426758
	Iteration 22Q: 3 clusters Score -368374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -368376.468750 Penalty: 2900.426758
	Iteration 23Q: 3 clusters Score -368376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -368377.968750 Penalty: 2900.426758
	Iteration 24Q: 3 clusters Score -368378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -368380.937500 Penalty: 2900.426758
	Iteration 25Q: 3 clusters Score -368380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -368381.312500 Penalty: 2900.426758
	Iteration 26Q: 3 clusters Score -368381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -368382.875000 Penalty: 2900.426758
	Iteration 27Q: 3 clusters Score -368382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -368385.656250 Penalty: 2900.426758
	Iteration 28Q: 3 clusters Score -368385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -368386.437500 Penalty: 2900.426758
	Iteration 29Q: 3 clusters Score -368386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -368386.625000 Penalty: 2900.426758
	Iteration 30Q: 3 clusters Score -368386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -368387.750000 Penalty: 2900.426758
	Iteration 31Q: 3 clusters Score -368387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -368388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -368388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -368389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -368389.187500 Penalty: 2900.426758
	Iteration 35F: 3 clusters Score -368389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216755 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 15 contains 54372 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 18 contains 6533 members 
Mstep: Class 19 contains 14279 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 4045 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7513 members 
Entering Unmasked Estep 
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Iteration 359Q: 19 clusters Score -3.75186e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 425608 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217388 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 14094 members 
Mstep: Class 12 contains 16805 members 
Mstep: Class 15 contains 54623 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 18 contains 6552 members 
Mstep: Class 19 contains 14331 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 7545 members 
Entering Unmasked Estep 
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Iteration 360F: 19 clusters Score -3.751895e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 10168 members 
Mstep: Class 4 contains 426432 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217246 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 14001 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 15 contains 54432 members 
Mstep: Class 16 contains 7502 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 14162 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 4055 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 7503 members 
Entering Unmasked Estep 
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Iteration 361Q: 19 clusters Score -3.751899e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5673 members 
Mstep: Class 3 contains 10293 members 
Mstep: Class 4 contains 427192 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 217041 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 13915 members 
Mstep: Class 12 contains 16544 members 
Mstep: Class 15 contains 54254 members 
Mstep: Class 16 contains 7442 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 14017 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 4076 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 7454 members 
Entering Unmasked Estep 
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Iteration 362Q: 19 clusters Score -3.751919e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5655 members 
Mstep: Class 3 contains 10398 members 
Mstep: Class 4 contains 427850 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216863 members 
Mstep: Class 9 contains 6473 members 
Mstep: Class 10 contains 13828 members 
Mstep: Class 12 contains 16437 members 
Mstep: Class 15 contains 54118 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 18 contains 6351 members 
Mstep: Class 19 contains 13903 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 2015 members 
Mstep: Class 24 contains 7408 members 
Entering Unmasked Estep 
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Iteration 363Q: 19 clusters Score -3.751938e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 10492 members 
Mstep: Class 4 contains 428441 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216666 members 
Mstep: Class 9 contains 6484 members 
Mstep: Class 10 contains 13743 members 
Mstep: Class 12 contains 16354 members 
Mstep: Class 15 contains 53986 members 
Mstep: Class 16 contains 7345 members 
Mstep: Class 18 contains 6306 members 
Mstep: Class 19 contains 13822 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 7387 members 
Entering Unmasked Estep 
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Iteration 364Q: 19 clusters Score -3.751934e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 429029 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 8 contains 216445 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 13672 members 
Mstep: Class 12 contains 16267 members 
Mstep: Class 15 contains 53847 members 
Mstep: Class 16 contains 7308 members 
Mstep: Class 18 contains 6276 members 
Mstep: Class 19 contains 13757 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 2015 members 
Mstep: Class 24 contains 7366 members 
Entering Unmasked Estep 
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Iteration 365Q: 19 clusters Score -3.75193e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 10655 members 
Mstep: Class 4 contains 429638 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 8 contains 216218 members 
Mstep: Class 9 contains 6500 members 
Mstep: Class 10 contains 13595 members 
Mstep: Class 12 contains 16170 members 
Mstep: Class 15 contains 53700 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 18 contains 6246 members 
Mstep: Class 19 contains 13683 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 4074 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 7341 members 
Entering Unmasked Estep 
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Iteration 366Q: 19 clusters Score -3.751934e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 430188 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 8 contains 216002 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 13535 members 
Mstep: Class 12 contains 16072 members 
Mstep: Class 15 contains 53581 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 13622 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 4078 members 
Mstep: Class 22 contains 4097 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 7317 members 
Entering Unmasked Estep 
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Iteration 367Q: 19 clusters Score -3.751941e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 10806 members 
Mstep: Class 4 contains 430715 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 8 contains 215757 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 12 contains 15987 members 
Mstep: Class 15 contains 53457 members 
Mstep: Class 16 contains 7225 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 13583 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 4097 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 7297 members 
Entering Unmasked Estep 
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Iteration 368Q: 19 clusters Score -3.751942e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5542 members 
Mstep: Class 3 contains 10901 members 
Mstep: Class 4 contains 431200 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 8 contains 215542 members 
Mstep: Class 9 contains 6513 members 
Mstep: Class 10 contains 13448 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 15 contains 53350 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 18 contains 6146 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 4098 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 7270 members 
Entering Unmasked Estep 
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Iteration 369Q: 19 clusters Score -3.75195e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 10981 members 
Mstep: Class 4 contains 431679 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 8 contains 215316 members 
Mstep: Class 9 contains 6515 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 12 contains 15842 members 
Mstep: Class 15 contains 53245 members 
Mstep: Class 16 contains 7174 members 
Mstep: Class 18 contains 6122 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 4098 members 
Mstep: Class 23 contains 2016 members 
Mstep: Class 24 contains 7248 members 
Entering Unmasked Estep 
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Iteration 370Q: 19 clusters Score -3.751954e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 432175 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 8 contains 215080 members 
Mstep: Class 9 contains 6518 members 
Mstep: Class 10 contains 13375 members 
Mstep: Class 12 contains 15767 members 
Mstep: Class 15 contains 53140 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 18 contains 6092 members 
Mstep: Class 19 contains 13452 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 2015 members 
Mstep: Class 24 contains 7230 members 
Entering Unmasked Estep 
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Iteration 371Q: 19 clusters Score -3.751962e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 11122 members 
Mstep: Class 4 contains 432624 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 8 contains 214860 members 
Mstep: Class 9 contains 6523 members 
Mstep: Class 10 contains 13346 members 
Mstep: Class 12 contains 15687 members 
Mstep: Class 15 contains 53041 members 
Mstep: Class 16 contains 7136 members 
Mstep: Class 18 contains 6067 members 
Mstep: Class 19 contains 13417 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 2014 members 
Mstep: Class 24 contains 7208 members 
Entering Unmasked Estep 
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Iteration 372Q: 19 clusters Score -3.751971e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 11192 members 
Mstep: Class 4 contains 433049 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 8 contains 214656 members 
Mstep: Class 9 contains 6527 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 15 contains 52939 members 
Mstep: Class 16 contains 7125 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 13383 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 4095 members 
Mstep: Class 23 contains 2014 members 
Mstep: Class 24 contains 7198 members 
Entering Unmasked Estep 
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Iteration 373Q: 19 clusters Score -3.751971e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 433432 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 8 contains 214456 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 13287 members 
Mstep: Class 12 contains 15542 members 
Mstep: Class 15 contains 52849 members 
Mstep: Class 16 contains 7103 members 
Mstep: Class 18 contains 6022 members 
Mstep: Class 19 contains 13354 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 7191 members 
Entering Unmasked Estep 
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Iteration 374Q: 19 clusters Score -3.751972e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 11343 members 
Mstep: Class 4 contains 433857 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 8 contains 214259 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 15 contains 52765 members 
Mstep: Class 16 contains 7086 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 4098 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 7177 members 
Entering Unmasked Estep 
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Iteration 375Q: 19 clusters Score -3.751971e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 11408 members 
Mstep: Class 4 contains 434255 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 8 contains 214051 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 12 contains 15383 members 
Mstep: Class 15 contains 52697 members 
Mstep: Class 16 contains 7067 members 
Mstep: Class 18 contains 5955 members 
Mstep: Class 19 contains 13298 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 7166 members 
Entering Unmasked Estep 
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Iteration 376Q: 19 clusters Score -3.751972e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 434644 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 8 contains 213851 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 12 contains 15315 members 
Mstep: Class 15 contains 52623 members 
Mstep: Class 16 contains 7049 members 
Mstep: Class 18 contains 5934 members 
Mstep: Class 19 contains 13278 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 7159 members 
Entering Unmasked Estep 
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Iteration 377Q: 19 clusters Score -3.751966e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 11513 members 
Mstep: Class 4 contains 435031 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 8 contains 213673 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 13176 members 
Mstep: Class 12 contains 15245 members 
Mstep: Class 15 contains 52557 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 18 contains 5897 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 4100 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 7156 members 
Entering Unmasked Estep 
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Iteration 378Q: 19 clusters Score -3.75197e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 11573 members 
Mstep: Class 4 contains 435357 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 8 contains 213506 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 13154 members 
Mstep: Class 12 contains 15173 members 
Mstep: Class 15 contains 52498 members 
Mstep: Class 16 contains 7011 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 19 contains 13246 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 4105 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 7152 members 
Entering Unmasked Estep 
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Iteration 379Q: 19 clusters Score -3.75198e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 11647 members 
Mstep: Class 4 contains 435645 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 8 contains 213335 members 
Mstep: Class 9 contains 6547 members 
Mstep: Class 10 contains 13133 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 15 contains 52435 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 19 contains 13226 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 7150 members 
Entering Unmasked Estep 
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Iteration 380F: 19 clusters Score -3.751986e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 435924 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 213175 members 
Mstep: Class 9 contains 6547 members 
Mstep: Class 10 contains 13115 members 
Mstep: Class 12 contains 15068 members 
Mstep: Class 15 contains 52382 members 
Mstep: Class 16 contains 6996 members 
Mstep: Class 18 contains 5808 members 
Mstep: Class 19 contains 13202 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 4118 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 7145 members 
Entering Unmasked Estep 
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Iteration 381Q: 19 clusters Score -3.751984e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 11782 members 
Mstep: Class 4 contains 436181 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 213034 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 13103 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 15 contains 52325 members 
Mstep: Class 16 contains 6984 members 
Mstep: Class 18 contains 5782 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 4122 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 7141 members 
Entering Unmasked Estep 
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Iteration 382Q: 19 clusters Score -3.75198e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 11844 members 
Mstep: Class 4 contains 436429 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 212868 members 
Mstep: Class 9 contains 6549 members 
Mstep: Class 10 contains 13096 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 15 contains 52273 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 18 contains 5761 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 4100 members 
Mstep: Class 22 contains 4128 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 7138 members 
Entering Unmasked Estep 
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Iteration 383Q: 19 clusters Score -3.751992e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 11909 members 
Mstep: Class 4 contains 436673 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 212700 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 13085 members 
Mstep: Class 12 contains 14933 members 
Mstep: Class 15 contains 52225 members 
Mstep: Class 16 contains 6975 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 4128 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 7133 members 
Entering Unmasked Estep 
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Iteration 384Q: 19 clusters Score -3.752e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 11981 members 
Mstep: Class 4 contains 436898 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 212540 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 13069 members 
Mstep: Class 12 contains 14901 members 
Mstep: Class 15 contains 52181 members 
Mstep: Class 16 contains 6975 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4108 members 
Mstep: Class 22 contains 4131 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 7133 members 
Entering Unmasked Estep 
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Iteration 385Q: 19 clusters Score -3.752e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 437134 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 212386 members 
Mstep: Class 9 contains 6569 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 12 contains 14864 members 
Mstep: Class 15 contains 52138 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 13091 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 4135 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 7130 members 
Entering Unmasked Estep 
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Iteration 386Q: 19 clusters Score -3.751998e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 12114 members 
Mstep: Class 4 contains 437350 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 212249 members 
Mstep: Class 9 contains 6573 members 
Mstep: Class 10 contains 13034 members 
Mstep: Class 12 contains 14832 members 
Mstep: Class 15 contains 52094 members 
Mstep: Class 16 contains 6956 members 
Mstep: Class 18 contains 5661 members 
Mstep: Class 19 contains 13069 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 7128 members 
Entering Unmasked Estep 
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Iteration 387Q: 19 clusters Score -3.751998e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 437565 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 212102 members 
Mstep: Class 9 contains 6578 members 
Mstep: Class 10 contains 13026 members 
Mstep: Class 12 contains 14806 members 
Mstep: Class 15 contains 52062 members 
Mstep: Class 16 contains 6947 members 
Mstep: Class 18 contains 5644 members 
Mstep: Class 19 contains 13048 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 4137 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520048.000000 Penalty: 39783.414062
Iteration 388Q: 19 clusters Score -3.752005e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 437794 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211956 members 
Mstep: Class 9 contains 6579 members 
Mstep: Class 10 contains 13016 members 
Mstep: Class 12 contains 14784 members 
Mstep: Class 15 contains 52031 members 
Mstep: Class 16 contains 6942 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 19 contains 13021 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520064.000000 Penalty: 39783.414062
Iteration 389Q: 19 clusters Score -3.752006e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 12233 members 
Mstep: Class 4 contains 438049 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211788 members 
Mstep: Class 9 contains 6583 members 
Mstep: Class 10 contains 13000 members 
Mstep: Class 12 contains 14753 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 6938 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 13000 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 4128 members 
Mstep: Class 22 contains 4144 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 7111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520052.000000 Penalty: 39783.414062
Iteration 390Q: 19 clusters Score -3.752005e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 12255 members 
Mstep: Class 4 contains 438296 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211621 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 12989 members 
Mstep: Class 12 contains 14723 members 
Mstep: Class 15 contains 51982 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 19 contains 12984 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 4146 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520156.000000 Penalty: 39783.414062
Iteration 391Q: 19 clusters Score -3.752016e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 12273 members 
Mstep: Class 4 contains 438526 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211480 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 12978 members 
Mstep: Class 12 contains 14692 members 
Mstep: Class 15 contains 51957 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 7102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520028.000000 Penalty: 39783.414062
Iteration 392Q: 19 clusters Score -3.752003e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5334 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 438728 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211358 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 12968 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 15 contains 51940 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 18 contains 5558 members 
Mstep: Class 19 contains 12949 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 4164 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 7100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520032.000000 Penalty: 39783.414062
Iteration 393Q: 19 clusters Score -3.752003e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 12312 members 
Mstep: Class 4 contains 438936 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211252 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 12948 members 
Mstep: Class 12 contains 14624 members 
Mstep: Class 15 contains 51911 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 18 contains 5554 members 
Mstep: Class 19 contains 12928 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 1995 members 
Mstep: Class 24 contains 7094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520064.000000 Penalty: 39783.414062
Iteration 394Q: 19 clusters Score -3.752006e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 12332 members 
Mstep: Class 4 contains 439130 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211145 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 12 contains 14594 members 
Mstep: Class 15 contains 51884 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 18 contains 5547 members 
Mstep: Class 19 contains 12915 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4131 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 7085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520108.000000 Penalty: 39783.414062
Iteration 395Q: 19 clusters Score -3.752011e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 439326 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 211035 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 12 contains 14570 members 
Mstep: Class 15 contains 51855 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 18 contains 5541 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4131 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 1993 members 
Mstep: Class 24 contains 7069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520036.000000 Penalty: 39783.414062
Iteration 396Q: 19 clusters Score -3.752004e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 12373 members 
Mstep: Class 4 contains 439510 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 210929 members 
Mstep: Class 9 contains 6598 members 
Mstep: Class 10 contains 12923 members 
Mstep: Class 12 contains 14546 members 
Mstep: Class 15 contains 51832 members 
Mstep: Class 16 contains 6908 members 
Mstep: Class 18 contains 5540 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4131 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 7052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520052.000000 Penalty: 39783.414062
Iteration 397Q: 19 clusters Score -3.752005e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 12395 members 
Mstep: Class 4 contains 439655 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 210839 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 15 contains 51814 members 
Mstep: Class 16 contains 6901 members 
Mstep: Class 18 contains 5541 members 
Mstep: Class 19 contains 12867 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4132 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 7043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519948.000000 Penalty: 39783.414062
Iteration 398Q: 19 clusters Score -3.751995e+07 nChanged 222
Entering ConstructFrom: 
Score: -37519948.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -364090.062500 Penalty: 1445.093994
	Iteration 0F: 2 clusters Score -364090.1 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 3632 members 
Entering Unmasked Estep 
Score: -358641.125000 Penalty: 2890.187988
	Iteration 0F: 3 clusters Score -358641.1 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -360240.406250 Penalty: 2890.187988
	Iteration 1F: 3 clusters Score -360240.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -360426.531250 Penalty: 2890.187988
	Iteration 2F: 3 clusters Score -360426.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -360561.968750 Penalty: 2890.187988
	Iteration 3Q: 3 clusters Score -360562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -360681.156250 Penalty: 2890.187988
	Iteration 4Q: 3 clusters Score -360681.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -360779.343750 Penalty: 2890.187988
	Iteration 5Q: 3 clusters Score -360779.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -360874.250000 Penalty: 2890.187988
	Iteration 6Q: 3 clusters Score -360874.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -360952.343750 Penalty: 2890.187988
	Iteration 7Q: 3 clusters Score -360952.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -361032.750000 Penalty: 2890.187988
	Iteration 8Q: 3 clusters Score -361032.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -361138.375000 Penalty: 2890.187988
	Iteration 9Q: 3 clusters Score -361138.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -361270.687500 Penalty: 2890.187988
	Iteration 10Q: 3 clusters Score -361270.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -361424.906250 Penalty: 2890.187988
	Iteration 11Q: 3 clusters Score -361424.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -361610.968750 Penalty: 2890.187988
	Iteration 12Q: 3 clusters Score -361611 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -361794.406250 Penalty: 2890.187988
	Iteration 13Q: 3 clusters Score -361794.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -362003.718750 Penalty: 2890.187988
	Iteration 14Q: 3 clusters Score -362003.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -362213.875000 Penalty: 2890.187988
	Iteration 15Q: 3 clusters Score -362213.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -362382.031250 Penalty: 2890.187988
	Iteration 16Q: 3 clusters Score -362382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -362518.781250 Penalty: 2890.187988
	Iteration 17Q: 3 clusters Score -362518.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -362633.250000 Penalty: 2890.187988
	Iteration 18Q: 3 clusters Score -362633.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -362707.906250 Penalty: 2890.187988
	Iteration 19Q: 3 clusters Score -362707.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -362735.468750 Penalty: 2890.187988
	Iteration 20F: 3 clusters Score -362735.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -362767.375000 Penalty: 2890.187988
	Iteration 21Q: 3 clusters Score -362767.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -362801.000000 Penalty: 2890.187988
	Iteration 22Q: 3 clusters Score -362801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -362821.937500 Penalty: 2890.187988
	Iteration 23Q: 3 clusters Score -362821.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -362843.781250 Penalty: 2890.187988
	Iteration 24Q: 3 clusters Score -362843.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -362859.656250 Penalty: 2890.187988
	Iteration 25Q: 3 clusters Score -362859.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -362873.125000 Penalty: 2890.187988
	Iteration 26Q: 3 clusters Score -362873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -362882.906250 Penalty: 2890.187988
	Iteration 27Q: 3 clusters Score -362882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -362891.562500 Penalty: 2890.187988
	Iteration 28Q: 3 clusters Score -362891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -362898.281250 Penalty: 2890.187988
	Iteration 29Q: 3 clusters Score -362898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -362900.812500 Penalty: 2890.187988
	Iteration 30Q: 3 clusters Score -362900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -362902.468750 Penalty: 2890.187988
	Iteration 31Q: 3 clusters Score -362902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -362902.937500 Penalty: 2890.187988
	Iteration 32Q: 3 clusters Score -362902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -362902.937500 Penalty: 2890.187988
	Iteration 33F: 3 clusters Score -362902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -232638.406250 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -232638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -228473.859375 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -228473.9 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -229960.562500 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -229960.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -230367.843750 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -230367.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -230696.546875 Penalty: 2786.902588
	Iteration 3F: 3 clusters Score -230696.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -230943.312500 Penalty: 2786.902588
	Iteration 4F: 3 clusters Score -230943.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -231156.187500 Penalty: 2786.902588
	Iteration 5F: 3 clusters Score -231156.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -231343.671875 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -231343.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -231495.218750 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -231495.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -231603.109375 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -231603.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -231684.703125 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -231684.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -231747.531250 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -231747.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -231795.671875 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -231795.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -231825.562500 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -231825.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -231847.296875 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -231847.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -231854.234375 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -231854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -231858.156250 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -231858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -231861.562500 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -231861.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -231868.453125 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -231868.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -231874.187500 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -231874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -231879.312500 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -231879.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -231886.015625 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -231886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -231897.234375 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -231897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -231902.796875 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -231902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -231908.156250 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -231908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -231915.812500 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -231915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -231917.828125 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -231917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -231918.265625 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -231918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -231919.718750 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -231919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -231919.718750 Penalty: 2786.902588
	Iteration 28F: 3 clusters Score -231919.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Entering Unmasked Estep 
Score: -632728.187500 Penalty: 1531.819336
	Iteration 0F: 2 clusters Score -632728.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -624005.125000 Penalty: 3063.638672
	Iteration 0F: 3 clusters Score -624005.1 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -626900.375000 Penalty: 3063.638672
	Iteration 1F: 3 clusters Score -626900.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -627283.250000 Penalty: 3063.638672
	Iteration 2F: 3 clusters Score -627283.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -627665.062500 Penalty: 3063.638672
	Iteration 3F: 3 clusters Score -627665.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -628015.750000 Penalty: 3063.638672
	Iteration 4Q: 3 clusters Score -628015.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -628376.437500 Penalty: 3063.638672
	Iteration 5Q: 3 clusters Score -628376.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -628823.937500 Penalty: 3063.638672
	Iteration 6Q: 3 clusters Score -628823.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -629283.375000 Penalty: 3063.638672
	Iteration 7F: 3 clusters Score -629283.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -629717.250000 Penalty: 3063.638672
	Iteration 8F: 3 clusters Score -629717.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -630111.250000 Penalty: 3063.638672
	Iteration 9Q: 3 clusters Score -630111.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -630436.375000 Penalty: 3063.638672
	Iteration 10Q: 3 clusters Score -630436.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -630653.375000 Penalty: 3063.638672
	Iteration 11Q: 3 clusters Score -630653.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -630785.062500 Penalty: 3063.638672
	Iteration 12Q: 3 clusters Score -630785.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -630850.562500 Penalty: 3063.638672
	Iteration 13Q: 3 clusters Score -630850.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -630882.062500 Penalty: 3063.638672
	Iteration 14Q: 3 clusters Score -630882.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -630903.375000 Penalty: 3063.638672
	Iteration 15Q: 3 clusters Score -630903.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -630918.000000 Penalty: 3063.638672
	Iteration 16Q: 3 clusters Score -630918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -630928.937500 Penalty: 3063.638672
	Iteration 17Q: 3 clusters Score -630928.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -630931.812500 Penalty: 3063.638672
	Iteration 18Q: 3 clusters Score -630931.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -630941.062500 Penalty: 3063.638672
	Iteration 19Q: 3 clusters Score -630941.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -630947.062500 Penalty: 3063.638672
	Iteration 20F: 3 clusters Score -630947.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -630950.500000 Penalty: 3063.638672
	Iteration 21Q: 3 clusters Score -630950.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -630958.750000 Penalty: 3063.638672
	Iteration 22Q: 3 clusters Score -630958.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -630962.750000 Penalty: 3063.638672
	Iteration 23Q: 3 clusters Score -630962.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -630970.687500 Penalty: 3063.638672
	Iteration 24Q: 3 clusters Score -630970.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -630973.250000 Penalty: 3063.638672
	Iteration 25Q: 3 clusters Score -630973.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -630976.937500 Penalty: 3063.638672
	Iteration 26Q: 3 clusters Score -630976.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -630981.062500 Penalty: 3063.638672
	Iteration 27Q: 3 clusters Score -630981.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -630984.937500 Penalty: 3063.638672
	Iteration 28Q: 3 clusters Score -630984.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -630989.125000 Penalty: 3063.638672
	Iteration 29Q: 3 clusters Score -630989.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -630993.062500 Penalty: 3063.638672
	Iteration 30Q: 3 clusters Score -630993.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -630995.000000 Penalty: 3063.638672
	Iteration 31Q: 3 clusters Score -630995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -630999.750000 Penalty: 3063.638672
	Iteration 32Q: 3 clusters Score -630999.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -630999.187500 Penalty: 3063.638672
	Iteration 33Q: 3 clusters Score -630999.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -631002.437500 Penalty: 3063.638672
	Iteration 34Q: 3 clusters Score -631002.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -631004.312500 Penalty: 3063.638672
	Iteration 35Q: 3 clusters Score -631004.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -631009.625000 Penalty: 3063.638672
	Iteration 36Q: 3 clusters Score -631009.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -631009.062500 Penalty: 3063.638672
	Iteration 37Q: 3 clusters Score -631009.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -631015.562500 Penalty: 3063.638672
	Iteration 38Q: 3 clusters Score -631015.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -631018.937500 Penalty: 3063.638672
	Iteration 39Q: 3 clusters Score -631018.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -631022.437500 Penalty: 3063.638672
	Iteration 40F: 3 clusters Score -631022.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -631026.937500 Penalty: 3063.638672
	Iteration 41Q: 3 clusters Score -631026.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -631031.250000 Penalty: 3063.638672
	Iteration 42Q: 3 clusters Score -631031.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -631034.312500 Penalty: 3063.638672
	Iteration 43Q: 3 clusters Score -631034.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -631038.312500 Penalty: 3063.638672
	Iteration 44Q: 3 clusters Score -631038.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -631044.062500 Penalty: 3063.638672
	Iteration 45Q: 3 clusters Score -631044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -631043.562500 Penalty: 3063.638672
	Iteration 46Q: 3 clusters Score -631043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -631044.125000 Penalty: 3063.638672
	Iteration 47Q: 3 clusters Score -631044.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -631048.437500 Penalty: 3063.638672
	Iteration 48Q: 3 clusters Score -631048.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -631055.250000 Penalty: 3063.638672
	Iteration 49Q: 3 clusters Score -631055.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -631061.437500 Penalty: 3063.638672
	Iteration 50Q: 3 clusters Score -631061.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -631069.875000 Penalty: 3063.638672
	Iteration 51Q: 3 clusters Score -631069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -631075.625000 Penalty: 3063.638672
	Iteration 52Q: 3 clusters Score -631075.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -631083.625000 Penalty: 3063.638672
	Iteration 53Q: 3 clusters Score -631083.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -631090.562500 Penalty: 3063.638672
	Iteration 54Q: 3 clusters Score -631090.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -631099.750000 Penalty: 3063.638672
	Iteration 55Q: 3 clusters Score -631099.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -631107.937500 Penalty: 3063.638672
	Iteration 56Q: 3 clusters Score -631107.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -631114.437500 Penalty: 3063.638672
	Iteration 57Q: 3 clusters Score -631114.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -631124.437500 Penalty: 3063.638672
	Iteration 58Q: 3 clusters Score -631124.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -631136.875000 Penalty: 3063.638672
	Iteration 59Q: 3 clusters Score -631136.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -631147.875000 Penalty: 3063.638672
	Iteration 60F: 3 clusters Score -631147.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -631161.562500 Penalty: 3063.638672
	Iteration 61Q: 3 clusters Score -631161.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -631173.750000 Penalty: 3063.638672
	Iteration 62Q: 3 clusters Score -631173.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -631190.062500 Penalty: 3063.638672
	Iteration 63Q: 3 clusters Score -631190.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -631203.687500 Penalty: 3063.638672
	Iteration 64Q: 3 clusters Score -631203.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -631219.625000 Penalty: 3063.638672
	Iteration 65Q: 3 clusters Score -631219.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -631234.500000 Penalty: 3063.638672
	Iteration 66Q: 3 clusters Score -631234.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -631249.562500 Penalty: 3063.638672
	Iteration 67Q: 3 clusters Score -631249.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -631260.250000 Penalty: 3063.638672
	Iteration 68Q: 3 clusters Score -631260.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -631269.187500 Penalty: 3063.638672
	Iteration 69Q: 3 clusters Score -631269.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -631275.062500 Penalty: 3063.638672
	Iteration 70Q: 3 clusters Score -631275.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -631280.062500 Penalty: 3063.638672
	Iteration 71Q: 3 clusters Score -631280.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -631288.312500 Penalty: 3063.638672
	Iteration 72Q: 3 clusters Score -631288.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -631292.500000 Penalty: 3063.638672
	Iteration 73Q: 3 clusters Score -631292.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -631295.562500 Penalty: 3063.638672
	Iteration 74Q: 3 clusters Score -631295.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -631301.000000 Penalty: 3063.638672
	Iteration 75Q: 3 clusters Score -631301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -631309.000000 Penalty: 3063.638672
	Iteration 76Q: 3 clusters Score -631309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -631309.500000 Penalty: 3063.638672
	Iteration 77Q: 3 clusters Score -631309.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -631314.812500 Penalty: 3063.638672
	Iteration 78Q: 3 clusters Score -631314.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -631319.812500 Penalty: 3063.638672
	Iteration 79Q: 3 clusters Score -631319.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -631325.937500 Penalty: 3063.638672
	Iteration 80F: 3 clusters Score -631325.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -631326.250000 Penalty: 3063.638672
	Iteration 81Q: 3 clusters Score -631326.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -631329.625000 Penalty: 3063.638672
	Iteration 82Q: 3 clusters Score -631329.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -631332.062500 Penalty: 3063.638672
	Iteration 83Q: 3 clusters Score -631332.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -631336.062500 Penalty: 3063.638672
	Iteration 84Q: 3 clusters Score -631336.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -631338.875000 Penalty: 3063.638672
	Iteration 85Q: 3 clusters Score -631338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -631340.250000 Penalty: 3063.638672
	Iteration 86Q: 3 clusters Score -631340.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -631342.250000 Penalty: 3063.638672
	Iteration 87Q: 3 clusters Score -631342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -631342.875000 Penalty: 3063.638672
	Iteration 88Q: 3 clusters Score -631342.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -631344.625000 Penalty: 3063.638672
	Iteration 89Q: 3 clusters Score -631344.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -631350.125000 Penalty: 3063.638672
	Iteration 90Q: 3 clusters Score -631350.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -631353.812500 Penalty: 3063.638672
	Iteration 91Q: 3 clusters Score -631353.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -631358.437500 Penalty: 3063.638672
	Iteration 92Q: 3 clusters Score -631358.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -631366.187500 Penalty: 3063.638672
	Iteration 93Q: 3 clusters Score -631366.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -631372.125000 Penalty: 3063.638672
	Iteration 94Q: 3 clusters Score -631372.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -631378.687500 Penalty: 3063.638672
	Iteration 95Q: 3 clusters Score -631378.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -631383.000000 Penalty: 3063.638672
	Iteration 96Q: 3 clusters Score -631383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -631386.562500 Penalty: 3063.638672
	Iteration 97Q: 3 clusters Score -631386.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -631390.062500 Penalty: 3063.638672
	Iteration 98Q: 3 clusters Score -631390.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -631391.500000 Penalty: 3063.638672
	Iteration 99Q: 3 clusters Score -631391.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -631396.187500 Penalty: 3063.638672
	Iteration 100F: 3 clusters Score -631396.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -631401.000000 Penalty: 3063.638672
	Iteration 101Q: 3 clusters Score -631401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -631407.562500 Penalty: 3063.638672
	Iteration 102Q: 3 clusters Score -631407.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -631410.437500 Penalty: 3063.638672
	Iteration 103Q: 3 clusters Score -631410.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -631414.875000 Penalty: 3063.638672
	Iteration 104Q: 3 clusters Score -631414.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -631419.812500 Penalty: 3063.638672
	Iteration 105Q: 3 clusters Score -631419.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -631425.687500 Penalty: 3063.638672
	Iteration 106Q: 3 clusters Score -631425.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -631433.062500 Penalty: 3063.638672
	Iteration 107Q: 3 clusters Score -631433.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -631438.937500 Penalty: 3063.638672
	Iteration 108Q: 3 clusters Score -631438.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -631445.375000 Penalty: 3063.638672
	Iteration 109Q: 3 clusters Score -631445.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -631450.125000 Penalty: 3063.638672
	Iteration 110Q: 3 clusters Score -631450.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -631453.437500 Penalty: 3063.638672
	Iteration 111Q: 3 clusters Score -631453.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -631457.062500 Penalty: 3063.638672
	Iteration 112Q: 3 clusters Score -631457.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -631463.500000 Penalty: 3063.638672
	Iteration 113Q: 3 clusters Score -631463.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -631469.500000 Penalty: 3063.638672
	Iteration 114Q: 3 clusters Score -631469.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -631474.687500 Penalty: 3063.638672
	Iteration 115Q: 3 clusters Score -631474.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -631477.687500 Penalty: 3063.638672
	Iteration 116Q: 3 clusters Score -631477.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -631482.812500 Penalty: 3063.638672
	Iteration 117Q: 3 clusters Score -631482.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -631483.125000 Penalty: 3063.638672
	Iteration 118Q: 3 clusters Score -631483.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -631487.625000 Penalty: 3063.638672
	Iteration 119Q: 3 clusters Score -631487.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -631491.750000 Penalty: 3063.638672
	Iteration 120F: 3 clusters Score -631491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -631495.687500 Penalty: 3063.638672
	Iteration 121Q: 3 clusters Score -631495.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -631498.500000 Penalty: 3063.638672
	Iteration 122Q: 3 clusters Score -631498.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -631500.687500 Penalty: 3063.638672
	Iteration 123Q: 3 clusters Score -631500.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -631502.875000 Penalty: 3063.638672
	Iteration 124Q: 3 clusters Score -631502.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -631505.875000 Penalty: 3063.638672
	Iteration 125Q: 3 clusters Score -631505.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -631508.750000 Penalty: 3063.638672
	Iteration 126Q: 3 clusters Score -631508.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -631517.937500 Penalty: 3063.638672
	Iteration 127Q: 3 clusters Score -631517.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -631527.875000 Penalty: 3063.638672
	Iteration 128Q: 3 clusters Score -631527.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -631534.125000 Penalty: 3063.638672
	Iteration 129Q: 3 clusters Score -631534.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -631538.562500 Penalty: 3063.638672
	Iteration 130Q: 3 clusters Score -631538.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -631544.687500 Penalty: 3063.638672
	Iteration 131Q: 3 clusters Score -631544.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -631548.875000 Penalty: 3063.638672
	Iteration 132Q: 3 clusters Score -631548.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -631552.250000 Penalty: 3063.638672
	Iteration 133Q: 3 clusters Score -631552.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -631555.750000 Penalty: 3063.638672
	Iteration 134Q: 3 clusters Score -631555.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -631561.500000 Penalty: 3063.638672
	Iteration 135Q: 3 clusters Score -631561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -631564.062500 Penalty: 3063.638672
	Iteration 136Q: 3 clusters Score -631564.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -631567.000000 Penalty: 3063.638672
	Iteration 137Q: 3 clusters Score -631567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -631569.000000 Penalty: 3063.638672
	Iteration 138Q: 3 clusters Score -631569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -631574.000000 Penalty: 3063.638672
	Iteration 139Q: 3 clusters Score -631574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -631580.000000 Penalty: 3063.638672
	Iteration 140F: 3 clusters Score -631580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -631585.250000 Penalty: 3063.638672
	Iteration 141Q: 3 clusters Score -631585.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -631591.187500 Penalty: 3063.638672
	Iteration 142Q: 3 clusters Score -631591.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -631597.312500 Penalty: 3063.638672
	Iteration 143Q: 3 clusters Score -631597.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -631603.000000 Penalty: 3063.638672
	Iteration 144Q: 3 clusters Score -631603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -631606.000000 Penalty: 3063.638672
	Iteration 145Q: 3 clusters Score -631606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -631607.125000 Penalty: 3063.638672
	Iteration 146Q: 3 clusters Score -631607.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -631614.375000 Penalty: 3063.638672
	Iteration 147Q: 3 clusters Score -631614.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -631622.437500 Penalty: 3063.638672
	Iteration 148Q: 3 clusters Score -631622.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -631627.375000 Penalty: 3063.638672
	Iteration 149Q: 3 clusters Score -631627.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -631635.437500 Penalty: 3063.638672
	Iteration 150Q: 3 clusters Score -631635.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -631640.812500 Penalty: 3063.638672
	Iteration 151Q: 3 clusters Score -631640.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -631646.250000 Penalty: 3063.638672
	Iteration 152Q: 3 clusters Score -631646.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -631651.500000 Penalty: 3063.638672
	Iteration 153Q: 3 clusters Score -631651.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -631657.562500 Penalty: 3063.638672
	Iteration 154Q: 3 clusters Score -631657.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -631659.875000 Penalty: 3063.638672
	Iteration 155Q: 3 clusters Score -631659.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -631663.312500 Penalty: 3063.638672
	Iteration 156Q: 3 clusters Score -631663.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -631665.375000 Penalty: 3063.638672
	Iteration 157Q: 3 clusters Score -631665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -631667.062500 Penalty: 3063.638672
	Iteration 158Q: 3 clusters Score -631667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -631667.312500 Penalty: 3063.638672
	Iteration 159Q: 3 clusters Score -631667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -631668.125000 Penalty: 3063.638672
	Iteration 160F: 3 clusters Score -631668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -631669.000000 Penalty: 3063.638672
	Iteration 161Q: 3 clusters Score -631669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -631670.750000 Penalty: 3063.638672
	Iteration 162Q: 3 clusters Score -631670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -631671.187500 Penalty: 3063.638672
	Iteration 163Q: 3 clusters Score -631671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -631671.750000 Penalty: 3063.638672
	Iteration 164Q: 3 clusters Score -631671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -631670.812500 Penalty: 3063.638672
	Iteration 165Q: 3 clusters Score -631670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -631673.062500 Penalty: 3063.638672
	Iteration 166Q: 3 clusters Score -631673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -631673.250000 Penalty: 3063.638672
	Iteration 167Q: 3 clusters Score -631673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -631673.062500 Penalty: 3063.638672
	Iteration 168Q: 3 clusters Score -631673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -631673.687500 Penalty: 3063.638672
	Iteration 169Q: 3 clusters Score -631673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -631673.500000 Penalty: 3063.638672
	Iteration 170Q: 3 clusters Score -631673.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -631674.437500 Penalty: 3063.638672
	Iteration 171Q: 3 clusters Score -631674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -631674.062500 Penalty: 3063.638672
	Iteration 172Q: 3 clusters Score -631674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -631675.500000 Penalty: 3063.638672
	Iteration 173Q: 3 clusters Score -631675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -631676.375000 Penalty: 3063.638672
	Iteration 174Q: 3 clusters Score -631676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -631675.875000 Penalty: 3063.638672
	Iteration 175Q: 3 clusters Score -631675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -631675.875000 Penalty: 3063.638672
	Iteration 176F: 3 clusters Score -631675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (439803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439803 members 
Entering Unmasked Estep 
Score: -20745802.000000 Penalty: 2111.538330
	Iteration 0F: 2 clusters Score -2.07458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219230 members 
Mstep: Class 2 contains 220573 members 
Entering Unmasked Estep 
Score: -20447118.000000 Penalty: 4223.076660
	Iteration 0F: 3 clusters Score -2.044712e+07 nChanged 215425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200919 members 
Mstep: Class 2 contains 238884 members 
Entering Unmasked Estep 
Score: -20577110.000000 Penalty: 4223.076660
	Iteration 1F: 3 clusters Score -2.057711e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188722 members 
Mstep: Class 2 contains 251081 members 
Entering Unmasked Estep 
Score: -20581650.000000 Penalty: 4223.076660
	Iteration 2Q: 3 clusters Score -2.058165e+07 nChanged 20157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169635 members 
Mstep: Class 2 contains 270168 members 
Entering Unmasked Estep 
Score: -20590396.000000 Penalty: 4223.076660
	Iteration 3Q: 3 clusters Score -2.05904e+07 nChanged 29484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140595 members 
Mstep: Class 2 contains 299208 members 
Entering Unmasked Estep 
Score: -20608732.000000 Penalty: 4223.076660
	Iteration 4F: 3 clusters Score -2.060873e+07 nChanged 40315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 339349 members 
Entering Unmasked Estep 
Score: -20642644.000000 Penalty: 4223.076660
	Iteration 5F: 3 clusters Score -2.064264e+07 nChanged 44699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 384000 members 
Entering Unmasked Estep 
Score: -20688094.000000 Penalty: 4223.076660
	Iteration 6F: 3 clusters Score -2.068809e+07 nChanged 33372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 417352 members 
Entering Unmasked Estep 
Score: -20722906.000000 Penalty: 4223.076660
	Iteration 7F: 3 clusters Score -2.072291e+07 nChanged 15344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 432682 members 
Entering Unmasked Estep 
Score: -20738524.000000 Penalty: 4223.076660
	Iteration 8Q: 3 clusters Score -2.073852e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 437336 members 
Entering Unmasked Estep 
Score: -20742876.000000 Penalty: 4223.076660
	Iteration 9Q: 3 clusters Score -2.074288e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 438517 members 
Entering Unmasked Estep 
Score: -20743784.000000 Penalty: 4223.076660
	Iteration 10Q: 3 clusters Score -2.074378e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 438833 members 
Entering Unmasked Estep 
Score: -20744176.000000 Penalty: 4223.076660
	Iteration 11Q: 3 clusters Score -2.074418e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 438917 members 
Entering Unmasked Estep 
Score: -20744356.000000 Penalty: 4223.076660
	Iteration 12Q: 3 clusters Score -2.074436e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 438920 members 
Entering Unmasked Estep 
Score: -20744398.000000 Penalty: 4223.076660
	Iteration 13Q: 3 clusters Score -2.07444e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 438908 members 
Entering Unmasked Estep 
Score: -20744506.000000 Penalty: 4223.076660
	Iteration 14Q: 3 clusters Score -2.074451e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 438890 members 
Entering Unmasked Estep 
Score: -20744594.000000 Penalty: 4223.076660
	Iteration 15Q: 3 clusters Score -2.074459e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 438872 members 
Entering Unmasked Estep 
Score: -20744668.000000 Penalty: 4223.076660
	Iteration 16Q: 3 clusters Score -2.074467e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 438851 members 
Entering Unmasked Estep 
Score: -20744666.000000 Penalty: 4223.076660
	Iteration 17Q: 3 clusters Score -2.074467e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 438839 members 
Entering Unmasked Estep 
Score: -20744666.000000 Penalty: 4223.076660
	Iteration 18Q: 3 clusters Score -2.074467e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 438833 members 
Entering Unmasked Estep 
Score: -20744700.000000 Penalty: 4223.076660
	Iteration 19Q: 3 clusters Score -2.07447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 438819 members 
Entering Unmasked Estep 
Score: -20744700.000000 Penalty: 4223.076660
	Iteration 20F: 3 clusters Score -2.07447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 438795 members 
Entering Unmasked Estep 
Score: -20744712.000000 Penalty: 4223.076660
	Iteration 21Q: 3 clusters Score -2.074471e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 438778 members 
Entering Unmasked Estep 
Score: -20744716.000000 Penalty: 4223.076660
	Iteration 22Q: 3 clusters Score -2.074472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 438762 members 
Entering Unmasked Estep 
Score: -20744720.000000 Penalty: 4223.076660
	Iteration 23Q: 3 clusters Score -2.074472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 438747 members 
Entering Unmasked Estep 
Score: -20744720.000000 Penalty: 4223.076660
	Iteration 24Q: 3 clusters Score -2.074472e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 438739 members 
Entering Unmasked Estep 
Score: -20744752.000000 Penalty: 4223.076660
	Iteration 25Q: 3 clusters Score -2.074475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 438733 members 
Entering Unmasked Estep 
Score: -20744758.000000 Penalty: 4223.076660
	Iteration 26Q: 3 clusters Score -2.074476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 438723 members 
Entering Unmasked Estep 
Score: -20744752.000000 Penalty: 4223.076660
	Iteration 27Q: 3 clusters Score -2.074475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 438718 members 
Entering Unmasked Estep 
Score: -20744746.000000 Penalty: 4223.076660
	Iteration 28Q: 3 clusters Score -2.074475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 438717 members 
Entering Unmasked Estep 
Score: -20744758.000000 Penalty: 4223.076660
	Iteration 29Q: 3 clusters Score -2.074476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 438715 members 
Entering Unmasked Estep 
Score: -20744758.000000 Penalty: 4223.076660
	Iteration 30Q: 3 clusters Score -2.074476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 438716 members 
Entering Unmasked Estep 
Score: -20744766.000000 Penalty: 4223.076660
	Iteration 31Q: 3 clusters Score -2.074477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 438715 members 
Entering Unmasked Estep 
Score: -20744758.000000 Penalty: 4223.076660
	Iteration 32Q: 3 clusters Score -2.074476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 438714 members 
Entering Unmasked Estep 
Score: -20744756.000000 Penalty: 4223.076660
	Iteration 33Q: 3 clusters Score -2.074476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 438713 members 
Entering Unmasked Estep 
Score: -20744760.000000 Penalty: 4223.076660
	Iteration 34Q: 3 clusters Score -2.074476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 438713 members 
Entering Unmasked Estep 
Score: -20744760.000000 Penalty: 4223.076660
	Iteration 35F: 3 clusters Score -2.074476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -26994.222656 Penalty: 1035.386963
	Iteration 0F: 2 clusters Score -26994.22 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 295 members 
Entering Unmasked Estep 
Score: -25837.656250 Penalty: 2070.773926
	Iteration 0F: 3 clusters Score -25837.66 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25993.722656 Penalty: 2070.773926
	Iteration 1F: 3 clusters Score -25993.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26027.353516 Penalty: 2070.773926
	Iteration 2Q: 3 clusters Score -26027.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26038.523438 Penalty: 2070.773926
	Iteration 3Q: 3 clusters Score -26038.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26046.240234 Penalty: 2070.773926
	Iteration 4Q: 3 clusters Score -26046.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26049.177734 Penalty: 2070.773926
	Iteration 5Q: 3 clusters Score -26049.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26053.072266 Penalty: 2070.773926
	Iteration 6Q: 3 clusters Score -26053.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26065.441406 Penalty: 2070.773926
	Iteration 7Q: 3 clusters Score -26065.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26070.470703 Penalty: 2070.773926
	Iteration 8Q: 3 clusters Score -26070.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26073.970703 Penalty: 2070.773926
	Iteration 9Q: 3 clusters Score -26073.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26078.056641 Penalty: 2070.773926
	Iteration 10Q: 3 clusters Score -26078.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26079.871094 Penalty: 2070.773926
	Iteration 11Q: 3 clusters Score -26079.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26081.759766 Penalty: 2070.773926
	Iteration 12Q: 3 clusters Score -26081.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26083.232422 Penalty: 2070.773926
	Iteration 13Q: 3 clusters Score -26083.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26083.728516 Penalty: 2070.773926
	Iteration 14Q: 3 clusters Score -26083.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26083.728516 Penalty: 2070.773926
	Iteration 15F: 3 clusters Score -26083.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (210755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210755 members 
Entering Unmasked Estep 
Score: -10305507.000000 Penalty: 1991.998413
	Iteration 0F: 2 clusters Score -1.030551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -10164019.000000 Penalty: 3983.996826
	Iteration 0F: 3 clusters Score -1.016402e+07 nChanged 102254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -10226522.000000 Penalty: 3983.996826
	Iteration 1F: 3 clusters Score -1.022652e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129263 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -10230902.000000 Penalty: 3983.996826
	Iteration 2Q: 3 clusters Score -1.02309e+07 nChanged 13504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -10239176.000000 Penalty: 3983.996826
	Iteration 3F: 3 clusters Score -1.023918e+07 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160061 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -10253266.000000 Penalty: 3983.996826
	Iteration 4F: 3 clusters Score -1.025327e+07 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180067 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -10272570.000000 Penalty: 3983.996826
	Iteration 5F: 3 clusters Score -1.027257e+07 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196926 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -10290173.000000 Penalty: 3983.996826
	Iteration 6F: 3 clusters Score -1.029017e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206247 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10299693.000000 Penalty: 3983.996826
	Iteration 7Q: 3 clusters Score -1.029969e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209546 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10302664.000000 Penalty: 3983.996826
	Iteration 8Q: 3 clusters Score -1.030266e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10303432.000000 Penalty: 3983.996826
	Iteration 9Q: 3 clusters Score -1.030343e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210538 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10303599.000000 Penalty: 3983.996826
	Iteration 10Q: 3 clusters Score -1.03036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210583 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10303670.000000 Penalty: 3983.996826
	Iteration 11Q: 3 clusters Score -1.030367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210601 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10303702.000000 Penalty: 3983.996826
	Iteration 12Q: 3 clusters Score -1.03037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210605 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10303726.000000 Penalty: 3983.996826
	Iteration 13Q: 3 clusters Score -1.030373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210611 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10303731.000000 Penalty: 3983.996826
	Iteration 14Q: 3 clusters Score -1.030373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210614 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10303748.000000 Penalty: 3983.996826
	Iteration 15Q: 3 clusters Score -1.030375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210617 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10303750.000000 Penalty: 3983.996826
	Iteration 16Q: 3 clusters Score -1.030375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210617 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10303748.000000 Penalty: 3983.996826
	Iteration 17Q: 3 clusters Score -1.030375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210617 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10303748.000000 Penalty: 3983.996826
	Iteration 18F: 3 clusters Score -1.030375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -341718.562500 Penalty: 1429.183594
	Iteration 0F: 2 clusters Score -341718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -336749.531250 Penalty: 2858.367188
	Iteration 0F: 3 clusters Score -336749.5 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -338223.875000 Penalty: 2858.367188
	Iteration 1F: 3 clusters Score -338223.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -338430.156250 Penalty: 2858.367188
	Iteration 2F: 3 clusters Score -338430.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -338538.906250 Penalty: 2858.367188
	Iteration 3Q: 3 clusters Score -338538.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -338617.437500 Penalty: 2858.367188
	Iteration 4Q: 3 clusters Score -338617.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -338675.875000 Penalty: 2858.367188
	Iteration 5Q: 3 clusters Score -338675.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -338717.281250 Penalty: 2858.367188
	Iteration 6Q: 3 clusters Score -338717.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -338746.312500 Penalty: 2858.367188
	Iteration 7Q: 3 clusters Score -338746.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -338769.125000 Penalty: 2858.367188
	Iteration 8Q: 3 clusters Score -338769.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -338785.812500 Penalty: 2858.367188
	Iteration 9Q: 3 clusters Score -338785.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -338803.468750 Penalty: 2858.367188
	Iteration 10Q: 3 clusters Score -338803.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -338816.531250 Penalty: 2858.367188
	Iteration 11Q: 3 clusters Score -338816.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -338832.593750 Penalty: 2858.367188
	Iteration 12Q: 3 clusters Score -338832.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -338845.656250 Penalty: 2858.367188
	Iteration 13Q: 3 clusters Score -338845.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -338861.781250 Penalty: 2858.367188
	Iteration 14Q: 3 clusters Score -338861.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -338883.906250 Penalty: 2858.367188
	Iteration 15Q: 3 clusters Score -338883.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -338910.093750 Penalty: 2858.367188
	Iteration 16Q: 3 clusters Score -338910.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -338944.531250 Penalty: 2858.367188
	Iteration 17Q: 3 clusters Score -338944.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -338982.562500 Penalty: 2858.367188
	Iteration 18Q: 3 clusters Score -338982.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -339038.781250 Penalty: 2858.367188
	Iteration 19Q: 3 clusters Score -339038.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -339103.562500 Penalty: 2858.367188
	Iteration 20F: 3 clusters Score -339103.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -339187.406250 Penalty: 2858.367188
	Iteration 21Q: 3 clusters Score -339187.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -339295.218750 Penalty: 2858.367188
	Iteration 22Q: 3 clusters Score -339295.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -339431.531250 Penalty: 2858.367188
	Iteration 23Q: 3 clusters Score -339431.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -339592.656250 Penalty: 2858.367188
	Iteration 24Q: 3 clusters Score -339592.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -339749.093750 Penalty: 2858.367188
	Iteration 25Q: 3 clusters Score -339749.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -339908.906250 Penalty: 2858.367188
	Iteration 26Q: 3 clusters Score -339908.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -340042.375000 Penalty: 2858.367188
	Iteration 27Q: 3 clusters Score -340042.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -340165.656250 Penalty: 2858.367188
	Iteration 28Q: 3 clusters Score -340165.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -340274.125000 Penalty: 2858.367188
	Iteration 29Q: 3 clusters Score -340274.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -340336.500000 Penalty: 2858.367188
	Iteration 30Q: 3 clusters Score -340336.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -340377.875000 Penalty: 2858.367188
	Iteration 31Q: 3 clusters Score -340377.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -340399.218750 Penalty: 2858.367188
	Iteration 32Q: 3 clusters Score -340399.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -340417.812500 Penalty: 2858.367188
	Iteration 33Q: 3 clusters Score -340417.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -340438.968750 Penalty: 2858.367188
	Iteration 34Q: 3 clusters Score -340439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -340451.250000 Penalty: 2858.367188
	Iteration 35Q: 3 clusters Score -340451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -340458.468750 Penalty: 2858.367188
	Iteration 36Q: 3 clusters Score -340458.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -340466.281250 Penalty: 2858.367188
	Iteration 37Q: 3 clusters Score -340466.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -340473.000000 Penalty: 2858.367188
	Iteration 38Q: 3 clusters Score -340473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -340476.906250 Penalty: 2858.367188
	Iteration 39Q: 3 clusters Score -340476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -340479.281250 Penalty: 2858.367188
	Iteration 40F: 3 clusters Score -340479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -340483.468750 Penalty: 2858.367188
	Iteration 41Q: 3 clusters Score -340483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -340489.906250 Penalty: 2858.367188
	Iteration 42Q: 3 clusters Score -340489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -340492.406250 Penalty: 2858.367188
	Iteration 43Q: 3 clusters Score -340492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -340499.468750 Penalty: 2858.367188
	Iteration 44Q: 3 clusters Score -340499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -340505.125000 Penalty: 2858.367188
	Iteration 45Q: 3 clusters Score -340505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -340510.218750 Penalty: 2858.367188
	Iteration 46Q: 3 clusters Score -340510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -340511.437500 Penalty: 2858.367188
	Iteration 47Q: 3 clusters Score -340511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -340514.343750 Penalty: 2858.367188
	Iteration 48Q: 3 clusters Score -340514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -340514.343750 Penalty: 2858.367188
	Iteration 49F: 3 clusters Score -340514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Entering Unmasked Estep 
Score: -638379.250000 Penalty: 1538.072266
	Iteration 0F: 2 clusters Score -638379.2 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 6480 members 
Entering Unmasked Estep 
Score: -629337.937500 Penalty: 3076.144531
	Iteration 0F: 3 clusters Score -629337.9 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -632648.625000 Penalty: 3076.144531
	Iteration 1F: 3 clusters Score -632648.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -633122.750000 Penalty: 3076.144531
	Iteration 2F: 3 clusters Score -633122.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -633630.562500 Penalty: 3076.144531
	Iteration 3F: 3 clusters Score -633630.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -634188.062500 Penalty: 3076.144531
	Iteration 4F: 3 clusters Score -634188.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -634799.250000 Penalty: 3076.144531
	Iteration 5F: 3 clusters Score -634799.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -635430.625000 Penalty: 3076.144531
	Iteration 6F: 3 clusters Score -635430.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -635905.125000 Penalty: 3076.144531
	Iteration 7F: 3 clusters Score -635905.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -636164.125000 Penalty: 3076.144531
	Iteration 8Q: 3 clusters Score -636164.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -636320.250000 Penalty: 3076.144531
	Iteration 9Q: 3 clusters Score -636320.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -636434.125000 Penalty: 3076.144531
	Iteration 10Q: 3 clusters Score -636434.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -636534.937500 Penalty: 3076.144531
	Iteration 11Q: 3 clusters Score -636534.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -636612.187500 Penalty: 3076.144531
	Iteration 12Q: 3 clusters Score -636612.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -636692.500000 Penalty: 3076.144531
	Iteration 13Q: 3 clusters Score -636692.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -636764.125000 Penalty: 3076.144531
	Iteration 14Q: 3 clusters Score -636764.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -636831.687500 Penalty: 3076.144531
	Iteration 15Q: 3 clusters Score -636831.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -636886.750000 Penalty: 3076.144531
	Iteration 16Q: 3 clusters Score -636886.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -636935.250000 Penalty: 3076.144531
	Iteration 17Q: 3 clusters Score -636935.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -636974.625000 Penalty: 3076.144531
	Iteration 18Q: 3 clusters Score -636974.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -637007.937500 Penalty: 3076.144531
	Iteration 19Q: 3 clusters Score -637007.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -637029.312500 Penalty: 3076.144531
	Iteration 20F: 3 clusters Score -637029.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -637048.375000 Penalty: 3076.144531
	Iteration 21Q: 3 clusters Score -637048.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -637064.500000 Penalty: 3076.144531
	Iteration 22Q: 3 clusters Score -637064.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -637075.187500 Penalty: 3076.144531
	Iteration 23Q: 3 clusters Score -637075.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -637086.875000 Penalty: 3076.144531
	Iteration 24Q: 3 clusters Score -637086.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -637097.062500 Penalty: 3076.144531
	Iteration 25Q: 3 clusters Score -637097.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -637104.125000 Penalty: 3076.144531
	Iteration 26Q: 3 clusters Score -637104.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -637110.125000 Penalty: 3076.144531
	Iteration 27Q: 3 clusters Score -637110.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -637114.000000 Penalty: 3076.144531
	Iteration 28Q: 3 clusters Score -637114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -637119.562500 Penalty: 3076.144531
	Iteration 29Q: 3 clusters Score -637119.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -637124.687500 Penalty: 3076.144531
	Iteration 30Q: 3 clusters Score -637124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -637128.937500 Penalty: 3076.144531
	Iteration 31Q: 3 clusters Score -637128.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -637132.375000 Penalty: 3076.144531
	Iteration 32Q: 3 clusters Score -637132.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -637135.937500 Penalty: 3076.144531
	Iteration 33Q: 3 clusters Score -637135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -637141.250000 Penalty: 3076.144531
	Iteration 34Q: 3 clusters Score -637141.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -637145.187500 Penalty: 3076.144531
	Iteration 35Q: 3 clusters Score -637145.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -637153.187500 Penalty: 3076.144531
	Iteration 36Q: 3 clusters Score -637153.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -637160.187500 Penalty: 3076.144531
	Iteration 37Q: 3 clusters Score -637160.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -637167.687500 Penalty: 3076.144531
	Iteration 38Q: 3 clusters Score -637167.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -637168.875000 Penalty: 3076.144531
	Iteration 39Q: 3 clusters Score -637168.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -637171.812500 Penalty: 3076.144531
	Iteration 40F: 3 clusters Score -637171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -637174.562500 Penalty: 3076.144531
	Iteration 41Q: 3 clusters Score -637174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -637174.000000 Penalty: 3076.144531
	Iteration 42Q: 3 clusters Score -637174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -637175.125000 Penalty: 3076.144531
	Iteration 43Q: 3 clusters Score -637175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -637175.750000 Penalty: 3076.144531
	Iteration 44Q: 3 clusters Score -637175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -637178.625000 Penalty: 3076.144531
	Iteration 45Q: 3 clusters Score -637178.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -637181.000000 Penalty: 3076.144531
	Iteration 46Q: 3 clusters Score -637181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -637184.250000 Penalty: 3076.144531
	Iteration 47Q: 3 clusters Score -637184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -637185.875000 Penalty: 3076.144531
	Iteration 48Q: 3 clusters Score -637185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -637186.875000 Penalty: 3076.144531
	Iteration 49Q: 3 clusters Score -637186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -637187.437500 Penalty: 3076.144531
	Iteration 50Q: 3 clusters Score -637187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -637189.937500 Penalty: 3076.144531
	Iteration 51Q: 3 clusters Score -637189.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -637191.562500 Penalty: 3076.144531
	Iteration 52Q: 3 clusters Score -637191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -637194.375000 Penalty: 3076.144531
	Iteration 53Q: 3 clusters Score -637194.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -637198.500000 Penalty: 3076.144531
	Iteration 54Q: 3 clusters Score -637198.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -637200.687500 Penalty: 3076.144531
	Iteration 55Q: 3 clusters Score -637200.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -637202.875000 Penalty: 3076.144531
	Iteration 56Q: 3 clusters Score -637202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -637204.750000 Penalty: 3076.144531
	Iteration 57Q: 3 clusters Score -637204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -637206.250000 Penalty: 3076.144531
	Iteration 58Q: 3 clusters Score -637206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -637207.875000 Penalty: 3076.144531
	Iteration 59Q: 3 clusters Score -637207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -637209.125000 Penalty: 3076.144531
	Iteration 60F: 3 clusters Score -637209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -637208.687500 Penalty: 3076.144531
	Iteration 61Q: 3 clusters Score -637208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -637210.875000 Penalty: 3076.144531
	Iteration 62Q: 3 clusters Score -637210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -637212.562500 Penalty: 3076.144531
	Iteration 63Q: 3 clusters Score -637212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -637212.250000 Penalty: 3076.144531
	Iteration 64Q: 3 clusters Score -637212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -637213.187500 Penalty: 3076.144531
	Iteration 65Q: 3 clusters Score -637213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -637214.312500 Penalty: 3076.144531
	Iteration 66Q: 3 clusters Score -637214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -637216.312500 Penalty: 3076.144531
	Iteration 67Q: 3 clusters Score -637216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -637216.937500 Penalty: 3076.144531
	Iteration 68Q: 3 clusters Score -637216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -637216.812500 Penalty: 3076.144531
	Iteration 69Q: 3 clusters Score -637216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -637222.812500 Penalty: 3076.144531
	Iteration 70Q: 3 clusters Score -637222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -637225.375000 Penalty: 3076.144531
	Iteration 71Q: 3 clusters Score -637225.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -637224.812500 Penalty: 3076.144531
	Iteration 72Q: 3 clusters Score -637224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -637227.937500 Penalty: 3076.144531
	Iteration 73Q: 3 clusters Score -637227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -637231.437500 Penalty: 3076.144531
	Iteration 74Q: 3 clusters Score -637231.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -637231.125000 Penalty: 3076.144531
	Iteration 75Q: 3 clusters Score -637231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -637234.437500 Penalty: 3076.144531
	Iteration 76Q: 3 clusters Score -637234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -637235.312500 Penalty: 3076.144531
	Iteration 77Q: 3 clusters Score -637235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -637236.812500 Penalty: 3076.144531
	Iteration 78Q: 3 clusters Score -637236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -637237.187500 Penalty: 3076.144531
	Iteration 79Q: 3 clusters Score -637237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -637238.437500 Penalty: 3076.144531
	Iteration 80F: 3 clusters Score -637238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -637238.375000 Penalty: 3076.144531
	Iteration 81Q: 3 clusters Score -637238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -637238.375000 Penalty: 3076.144531
	Iteration 82F: 3 clusters Score -637238.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Entering Unmasked Estep 
Score: -717875.187500 Penalty: 1557.149048
	Iteration 0F: 2 clusters Score -717875.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -707876.062500 Penalty: 3114.298096
	Iteration 0F: 3 clusters Score -707876.1 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -711239.125000 Penalty: 3114.298096
	Iteration 1F: 3 clusters Score -711239.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -711531.750000 Penalty: 3114.298096
	Iteration 2F: 3 clusters Score -711531.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -711784.312500 Penalty: 3114.298096
	Iteration 3Q: 3 clusters Score -711784.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -712093.187500 Penalty: 3114.298096
	Iteration 4Q: 3 clusters Score -712093.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -712510.937500 Penalty: 3114.298096
	Iteration 5Q: 3 clusters Score -712510.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -712996.312500 Penalty: 3114.298096
	Iteration 6Q: 3 clusters Score -712996.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -713465.500000 Penalty: 3114.298096
	Iteration 7Q: 3 clusters Score -713465.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -713953.375000 Penalty: 3114.298096
	Iteration 8Q: 3 clusters Score -713953.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -714398.187500 Penalty: 3114.298096
	Iteration 9Q: 3 clusters Score -714398.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -714784.812500 Penalty: 3114.298096
	Iteration 10Q: 3 clusters Score -714784.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -715077.187500 Penalty: 3114.298096
	Iteration 11Q: 3 clusters Score -715077.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -715267.250000 Penalty: 3114.298096
	Iteration 12Q: 3 clusters Score -715267.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -715363.875000 Penalty: 3114.298096
	Iteration 13Q: 3 clusters Score -715363.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -715415.875000 Penalty: 3114.298096
	Iteration 14Q: 3 clusters Score -715415.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -715443.375000 Penalty: 3114.298096
	Iteration 15Q: 3 clusters Score -715443.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -715466.125000 Penalty: 3114.298096
	Iteration 16Q: 3 clusters Score -715466.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -715482.437500 Penalty: 3114.298096
	Iteration 17Q: 3 clusters Score -715482.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -715495.812500 Penalty: 3114.298096
	Iteration 18Q: 3 clusters Score -715495.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -715506.187500 Penalty: 3114.298096
	Iteration 19Q: 3 clusters Score -715506.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -715515.625000 Penalty: 3114.298096
	Iteration 20F: 3 clusters Score -715515.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -715521.500000 Penalty: 3114.298096
	Iteration 21Q: 3 clusters Score -715521.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -715528.750000 Penalty: 3114.298096
	Iteration 22Q: 3 clusters Score -715528.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -715534.312500 Penalty: 3114.298096
	Iteration 23Q: 3 clusters Score -715534.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -715537.875000 Penalty: 3114.298096
	Iteration 24Q: 3 clusters Score -715537.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -715540.312500 Penalty: 3114.298096
	Iteration 25Q: 3 clusters Score -715540.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -715547.250000 Penalty: 3114.298096
	Iteration 26Q: 3 clusters Score -715547.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -715552.812500 Penalty: 3114.298096
	Iteration 27Q: 3 clusters Score -715552.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -715559.687500 Penalty: 3114.298096
	Iteration 28Q: 3 clusters Score -715559.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -715567.625000 Penalty: 3114.298096
	Iteration 29Q: 3 clusters Score -715567.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -715573.750000 Penalty: 3114.298096
	Iteration 30Q: 3 clusters Score -715573.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -715580.937500 Penalty: 3114.298096
	Iteration 31Q: 3 clusters Score -715580.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -715587.562500 Penalty: 3114.298096
	Iteration 32Q: 3 clusters Score -715587.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -715593.625000 Penalty: 3114.298096
	Iteration 33Q: 3 clusters Score -715593.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -715603.937500 Penalty: 3114.298096
	Iteration 34Q: 3 clusters Score -715603.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -715614.500000 Penalty: 3114.298096
	Iteration 35Q: 3 clusters Score -715614.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -715625.625000 Penalty: 3114.298096
	Iteration 36Q: 3 clusters Score -715625.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -715637.187500 Penalty: 3114.298096
	Iteration 37Q: 3 clusters Score -715637.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -715649.562500 Penalty: 3114.298096
	Iteration 38Q: 3 clusters Score -715649.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -715660.062500 Penalty: 3114.298096
	Iteration 39Q: 3 clusters Score -715660.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -715674.562500 Penalty: 3114.298096
	Iteration 40F: 3 clusters Score -715674.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -715686.687500 Penalty: 3114.298096
	Iteration 41Q: 3 clusters Score -715686.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -715700.187500 Penalty: 3114.298096
	Iteration 42Q: 3 clusters Score -715700.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -715717.687500 Penalty: 3114.298096
	Iteration 43Q: 3 clusters Score -715717.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -715732.187500 Penalty: 3114.298096
	Iteration 44Q: 3 clusters Score -715732.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -715751.562500 Penalty: 3114.298096
	Iteration 45Q: 3 clusters Score -715751.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -715778.812500 Penalty: 3114.298096
	Iteration 46Q: 3 clusters Score -715778.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -715807.187500 Penalty: 3114.298096
	Iteration 47Q: 3 clusters Score -715807.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -715832.250000 Penalty: 3114.298096
	Iteration 48Q: 3 clusters Score -715832.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -715856.437500 Penalty: 3114.298096
	Iteration 49Q: 3 clusters Score -715856.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -715883.125000 Penalty: 3114.298096
	Iteration 50Q: 3 clusters Score -715883.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -715906.750000 Penalty: 3114.298096
	Iteration 51Q: 3 clusters Score -715906.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -715930.875000 Penalty: 3114.298096
	Iteration 52Q: 3 clusters Score -715930.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -715947.437500 Penalty: 3114.298096
	Iteration 53Q: 3 clusters Score -715947.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -715961.875000 Penalty: 3114.298096
	Iteration 54Q: 3 clusters Score -715961.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -715977.562500 Penalty: 3114.298096
	Iteration 55Q: 3 clusters Score -715977.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -715987.875000 Penalty: 3114.298096
	Iteration 56Q: 3 clusters Score -715987.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -716001.062500 Penalty: 3114.298096
	Iteration 57Q: 3 clusters Score -716001.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -716014.562500 Penalty: 3114.298096
	Iteration 58Q: 3 clusters Score -716014.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -716034.812500 Penalty: 3114.298096
	Iteration 59Q: 3 clusters Score -716034.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -716049.187500 Penalty: 3114.298096
	Iteration 60F: 3 clusters Score -716049.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -716063.625000 Penalty: 3114.298096
	Iteration 61Q: 3 clusters Score -716063.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -716076.000000 Penalty: 3114.298096
	Iteration 62Q: 3 clusters Score -716076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -716095.437500 Penalty: 3114.298096
	Iteration 63Q: 3 clusters Score -716095.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -716115.312500 Penalty: 3114.298096
	Iteration 64Q: 3 clusters Score -716115.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -716134.687500 Penalty: 3114.298096
	Iteration 65Q: 3 clusters Score -716134.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -716155.687500 Penalty: 3114.298096
	Iteration 66Q: 3 clusters Score -716155.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -716180.312500 Penalty: 3114.298096
	Iteration 67Q: 3 clusters Score -716180.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -716203.062500 Penalty: 3114.298096
	Iteration 68Q: 3 clusters Score -716203.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -716225.062500 Penalty: 3114.298096
	Iteration 69Q: 3 clusters Score -716225.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -716245.625000 Penalty: 3114.298096
	Iteration 70Q: 3 clusters Score -716245.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -716258.187500 Penalty: 3114.298096
	Iteration 71Q: 3 clusters Score -716258.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -716268.625000 Penalty: 3114.298096
	Iteration 72Q: 3 clusters Score -716268.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -716278.062500 Penalty: 3114.298096
	Iteration 73Q: 3 clusters Score -716278.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -716289.437500 Penalty: 3114.298096
	Iteration 74Q: 3 clusters Score -716289.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -716295.625000 Penalty: 3114.298096
	Iteration 75Q: 3 clusters Score -716295.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -716302.500000 Penalty: 3114.298096
	Iteration 76Q: 3 clusters Score -716302.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -716307.750000 Penalty: 3114.298096
	Iteration 77Q: 3 clusters Score -716307.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -716318.812500 Penalty: 3114.298096
	Iteration 78Q: 3 clusters Score -716318.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -716335.187500 Penalty: 3114.298096
	Iteration 79Q: 3 clusters Score -716335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -716349.500000 Penalty: 3114.298096
	Iteration 80F: 3 clusters Score -716349.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -716359.812500 Penalty: 3114.298096
	Iteration 81Q: 3 clusters Score -716359.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -716368.687500 Penalty: 3114.298096
	Iteration 82Q: 3 clusters Score -716368.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -716377.937500 Penalty: 3114.298096
	Iteration 83Q: 3 clusters Score -716377.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -716391.187500 Penalty: 3114.298096
	Iteration 84Q: 3 clusters Score -716391.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -716406.375000 Penalty: 3114.298096
	Iteration 85Q: 3 clusters Score -716406.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -716414.812500 Penalty: 3114.298096
	Iteration 86Q: 3 clusters Score -716414.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -716425.812500 Penalty: 3114.298096
	Iteration 87Q: 3 clusters Score -716425.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -716436.125000 Penalty: 3114.298096
	Iteration 88Q: 3 clusters Score -716436.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -716445.687500 Penalty: 3114.298096
	Iteration 89Q: 3 clusters Score -716445.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -716454.812500 Penalty: 3114.298096
	Iteration 90Q: 3 clusters Score -716454.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -716459.187500 Penalty: 3114.298096
	Iteration 91Q: 3 clusters Score -716459.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -716470.125000 Penalty: 3114.298096
	Iteration 92Q: 3 clusters Score -716470.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -716480.187500 Penalty: 3114.298096
	Iteration 93Q: 3 clusters Score -716480.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -716490.000000 Penalty: 3114.298096
	Iteration 94Q: 3 clusters Score -716490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -716498.062500 Penalty: 3114.298096
	Iteration 95Q: 3 clusters Score -716498.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -716505.625000 Penalty: 3114.298096
	Iteration 96Q: 3 clusters Score -716505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -716509.562500 Penalty: 3114.298096
	Iteration 97Q: 3 clusters Score -716509.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -716516.062500 Penalty: 3114.298096
	Iteration 98Q: 3 clusters Score -716516.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -716520.500000 Penalty: 3114.298096
	Iteration 99Q: 3 clusters Score -716520.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -716527.687500 Penalty: 3114.298096
	Iteration 100F: 3 clusters Score -716527.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -716531.000000 Penalty: 3114.298096
	Iteration 101Q: 3 clusters Score -716531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -716538.687500 Penalty: 3114.298096
	Iteration 102Q: 3 clusters Score -716538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -716540.937500 Penalty: 3114.298096
	Iteration 103Q: 3 clusters Score -716540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -716545.125000 Penalty: 3114.298096
	Iteration 104Q: 3 clusters Score -716545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -716548.437500 Penalty: 3114.298096
	Iteration 105Q: 3 clusters Score -716548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -716551.500000 Penalty: 3114.298096
	Iteration 106Q: 3 clusters Score -716551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -716556.187500 Penalty: 3114.298096
	Iteration 107Q: 3 clusters Score -716556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -716559.562500 Penalty: 3114.298096
	Iteration 108Q: 3 clusters Score -716559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -716559.312500 Penalty: 3114.298096
	Iteration 109Q: 3 clusters Score -716559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -716559.312500 Penalty: 3114.298096
	Iteration 110F: 3 clusters Score -716559.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Entering Unmasked Estep 
Score: -2517236.500000 Penalty: 1763.951660
	Iteration 0F: 2 clusters Score -2517236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -2482550.000000 Penalty: 3527.903320
	Iteration 0F: 3 clusters Score -2482550 nChanged 24386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2496927.500000 Penalty: 3527.903320
	Iteration 1F: 3 clusters Score -2496928 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2497908.750000 Penalty: 3527.903320
	Iteration 2Q: 3 clusters Score -2497909 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2499118.750000 Penalty: 3527.903320
	Iteration 3Q: 3 clusters Score -2499119 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2500412.750000 Penalty: 3527.903320
	Iteration 4F: 3 clusters Score -2500413 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2501845.000000 Penalty: 3527.903320
	Iteration 5F: 3 clusters Score -2501845 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2503377.750000 Penalty: 3527.903320
	Iteration 6F: 3 clusters Score -2503378 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -2505354.250000 Penalty: 3527.903320
	Iteration 7F: 3 clusters Score -2505354 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -2507821.500000 Penalty: 3527.903320
	Iteration 8F: 3 clusters Score -2507822 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2509741.250000 Penalty: 3527.903320
	Iteration 9F: 3 clusters Score -2509741 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -2510613.000000 Penalty: 3527.903320
	Iteration 10Q: 3 clusters Score -2510613 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2510995.500000 Penalty: 3527.903320
	Iteration 11Q: 3 clusters Score -2510996 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -2511237.000000 Penalty: 3527.903320
	Iteration 12Q: 3 clusters Score -2511237 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2511381.750000 Penalty: 3527.903320
	Iteration 13Q: 3 clusters Score -2511382 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -2511528.750000 Penalty: 3527.903320
	Iteration 14Q: 3 clusters Score -2511529 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -2511628.000000 Penalty: 3527.903320
	Iteration 15Q: 3 clusters Score -2511628 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -2511687.250000 Penalty: 3527.903320
	Iteration 16Q: 3 clusters Score -2511687 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -2511744.750000 Penalty: 3527.903320
	Iteration 17Q: 3 clusters Score -2511745 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -2511824.250000 Penalty: 3527.903320
	Iteration 18Q: 3 clusters Score -2511824 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -2511890.500000 Penalty: 3527.903320
	Iteration 19Q: 3 clusters Score -2511890 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -2511966.500000 Penalty: 3527.903320
	Iteration 20F: 3 clusters Score -2511966 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -2512030.000000 Penalty: 3527.903320
	Iteration 21Q: 3 clusters Score -2512030 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -2512074.250000 Penalty: 3527.903320
	Iteration 22Q: 3 clusters Score -2512074 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -2512134.750000 Penalty: 3527.903320
	Iteration 23Q: 3 clusters Score -2512135 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -2512191.250000 Penalty: 3527.903320
	Iteration 24Q: 3 clusters Score -2512191 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -2512236.000000 Penalty: 3527.903320
	Iteration 25Q: 3 clusters Score -2512236 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -2512277.250000 Penalty: 3527.903320
	Iteration 26Q: 3 clusters Score -2512277 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -2512310.750000 Penalty: 3527.903320
	Iteration 27Q: 3 clusters Score -2512311 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -2512342.000000 Penalty: 3527.903320
	Iteration 28Q: 3 clusters Score -2512342 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -2512389.500000 Penalty: 3527.903320
	Iteration 29Q: 3 clusters Score -2512390 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -2512422.750000 Penalty: 3527.903320
	Iteration 30Q: 3 clusters Score -2512423 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -2512471.250000 Penalty: 3527.903320
	Iteration 31Q: 3 clusters Score -2512471 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -2512523.500000 Penalty: 3527.903320
	Iteration 32Q: 3 clusters Score -2512524 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -2512564.500000 Penalty: 3527.903320
	Iteration 33Q: 3 clusters Score -2512564 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -2512618.250000 Penalty: 3527.903320
	Iteration 34Q: 3 clusters Score -2512618 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -2512662.250000 Penalty: 3527.903320
	Iteration 35Q: 3 clusters Score -2512662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -2512698.750000 Penalty: 3527.903320
	Iteration 36Q: 3 clusters Score -2512699 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -2512741.500000 Penalty: 3527.903320
	Iteration 37Q: 3 clusters Score -2512742 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -2512771.000000 Penalty: 3527.903320
	Iteration 38Q: 3 clusters Score -2512771 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -2512811.750000 Penalty: 3527.903320
	Iteration 39Q: 3 clusters Score -2512812 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -2512863.500000 Penalty: 3527.903320
	Iteration 40F: 3 clusters Score -2512864 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -2512905.750000 Penalty: 3527.903320
	Iteration 41Q: 3 clusters Score -2512906 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -2512967.500000 Penalty: 3527.903320
	Iteration 42Q: 3 clusters Score -2512968 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -2513039.250000 Penalty: 3527.903320
	Iteration 43Q: 3 clusters Score -2513039 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -2513093.750000 Penalty: 3527.903320
	Iteration 44Q: 3 clusters Score -2513094 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -2513173.250000 Penalty: 3527.903320
	Iteration 45Q: 3 clusters Score -2513173 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -2513237.000000 Penalty: 3527.903320
	Iteration 46Q: 3 clusters Score -2513237 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -2513322.500000 Penalty: 3527.903320
	Iteration 47Q: 3 clusters Score -2513322 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -2513413.500000 Penalty: 3527.903320
	Iteration 48Q: 3 clusters Score -2513414 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -2513543.500000 Penalty: 3527.903320
	Iteration 49Q: 3 clusters Score -2513544 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -2513676.000000 Penalty: 3527.903320
	Iteration 50Q: 3 clusters Score -2513676 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -2513798.000000 Penalty: 3527.903320
	Iteration 51Q: 3 clusters Score -2513798 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -2513984.500000 Penalty: 3527.903320
	Iteration 52Q: 3 clusters Score -2513984 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -2514166.250000 Penalty: 3527.903320
	Iteration 53Q: 3 clusters Score -2514166 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -2514350.750000 Penalty: 3527.903320
	Iteration 54Q: 3 clusters Score -2514351 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -2514535.250000 Penalty: 3527.903320
	Iteration 55Q: 3 clusters Score -2514535 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -2514743.000000 Penalty: 3527.903320
	Iteration 56Q: 3 clusters Score -2514743 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -2514960.750000 Penalty: 3527.903320
	Iteration 57Q: 3 clusters Score -2514961 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -2515205.250000 Penalty: 3527.903320
	Iteration 58Q: 3 clusters Score -2515205 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -2515505.500000 Penalty: 3527.903320
	Iteration 59Q: 3 clusters Score -2515506 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -2515841.250000 Penalty: 3527.903320
	Iteration 60F: 3 clusters Score -2515841 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -2516232.250000 Penalty: 3527.903320
	Iteration 61Q: 3 clusters Score -2516232 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -2516551.250000 Penalty: 3527.903320
	Iteration 62Q: 3 clusters Score -2516551 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -2516782.000000 Penalty: 3527.903320
	Iteration 63Q: 3 clusters Score -2516782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -2516908.250000 Penalty: 3527.903320
	Iteration 64Q: 3 clusters Score -2516908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -2516959.500000 Penalty: 3527.903320
	Iteration 65Q: 3 clusters Score -2516960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -2516995.500000 Penalty: 3527.903320
	Iteration 66Q: 3 clusters Score -2516996 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -2517016.250000 Penalty: 3527.903320
	Iteration 67Q: 3 clusters Score -2517016 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -2517037.000000 Penalty: 3527.903320
	Iteration 68Q: 3 clusters Score -2517037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -2517054.500000 Penalty: 3527.903320
	Iteration 69Q: 3 clusters Score -2517054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -2517052.750000 Penalty: 3527.903320
	Iteration 70Q: 3 clusters Score -2517053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -2517058.500000 Penalty: 3527.903320
	Iteration 71Q: 3 clusters Score -2517058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -2517057.000000 Penalty: 3527.903320
	Iteration 72Q: 3 clusters Score -2517057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -2517057.500000 Penalty: 3527.903320
	Iteration 73Q: 3 clusters Score -2517058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -2517061.000000 Penalty: 3527.903320
	Iteration 74Q: 3 clusters Score -2517061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -2517065.750000 Penalty: 3527.903320
	Iteration 75Q: 3 clusters Score -2517066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -2517062.750000 Penalty: 3527.903320
	Iteration 76Q: 3 clusters Score -2517063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -2517067.250000 Penalty: 3527.903320
	Iteration 77Q: 3 clusters Score -2517067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -2517074.750000 Penalty: 3527.903320
	Iteration 78Q: 3 clusters Score -2517075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -2517071.750000 Penalty: 3527.903320
	Iteration 79Q: 3 clusters Score -2517072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -2517071.250000 Penalty: 3527.903320
	Iteration 80F: 3 clusters Score -2517071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -2517070.250000 Penalty: 3527.903320
	Iteration 81Q: 3 clusters Score -2517070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -2517070.500000 Penalty: 3527.903320
	Iteration 82Q: 3 clusters Score -2517070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -2517076.000000 Penalty: 3527.903320
	Iteration 83Q: 3 clusters Score -2517076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -2517071.250000 Penalty: 3527.903320
	Iteration 84Q: 3 clusters Score -2517071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -2517073.000000 Penalty: 3527.903320
	Iteration 85Q: 3 clusters Score -2517073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -2517071.500000 Penalty: 3527.903320
	Iteration 86Q: 3 clusters Score -2517072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -2517071.500000 Penalty: 3527.903320
	Iteration 87F: 3 clusters Score -2517072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -328359.000000 Penalty: 1436.288208
	Iteration 0F: 2 clusters Score -328359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -323145.156250 Penalty: 2872.576416
	Iteration 0F: 3 clusters Score -323145.2 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -324606.031250 Penalty: 2872.576416
	Iteration 1F: 3 clusters Score -324606 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -324811.875000 Penalty: 2872.576416
	Iteration 2F: 3 clusters Score -324811.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -324973.656250 Penalty: 2872.576416
	Iteration 3F: 3 clusters Score -324973.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -325115.437500 Penalty: 2872.576416
	Iteration 4Q: 3 clusters Score -325115.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -325266.250000 Penalty: 2872.576416
	Iteration 5Q: 3 clusters Score -325266.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -325419.343750 Penalty: 2872.576416
	Iteration 6Q: 3 clusters Score -325419.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -325570.718750 Penalty: 2872.576416
	Iteration 7Q: 3 clusters Score -325570.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -325751.312500 Penalty: 2872.576416
	Iteration 8Q: 3 clusters Score -325751.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -325906.593750 Penalty: 2872.576416
	Iteration 9Q: 3 clusters Score -325906.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -326079.875000 Penalty: 2872.576416
	Iteration 10Q: 3 clusters Score -326079.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -326280.843750 Penalty: 2872.576416
	Iteration 11Q: 3 clusters Score -326280.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -326457.906250 Penalty: 2872.576416
	Iteration 12Q: 3 clusters Score -326457.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -326609.562500 Penalty: 2872.576416
	Iteration 13Q: 3 clusters Score -326609.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -326726.875000 Penalty: 2872.576416
	Iteration 14Q: 3 clusters Score -326726.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -326808.187500 Penalty: 2872.576416
	Iteration 15Q: 3 clusters Score -326808.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -326886.375000 Penalty: 2872.576416
	Iteration 16Q: 3 clusters Score -326886.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -326928.125000 Penalty: 2872.576416
	Iteration 17Q: 3 clusters Score -326928.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -326953.531250 Penalty: 2872.576416
	Iteration 18Q: 3 clusters Score -326953.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -326978.375000 Penalty: 2872.576416
	Iteration 19Q: 3 clusters Score -326978.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -326998.500000 Penalty: 2872.576416
	Iteration 20F: 3 clusters Score -326998.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -327015.406250 Penalty: 2872.576416
	Iteration 21Q: 3 clusters Score -327015.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -327028.843750 Penalty: 2872.576416
	Iteration 22Q: 3 clusters Score -327028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -327040.843750 Penalty: 2872.576416
	Iteration 23Q: 3 clusters Score -327040.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -327053.468750 Penalty: 2872.576416
	Iteration 24Q: 3 clusters Score -327053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -327060.968750 Penalty: 2872.576416
	Iteration 25Q: 3 clusters Score -327061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -327068.343750 Penalty: 2872.576416
	Iteration 26Q: 3 clusters Score -327068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -327076.406250 Penalty: 2872.576416
	Iteration 27Q: 3 clusters Score -327076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -327082.062500 Penalty: 2872.576416
	Iteration 28Q: 3 clusters Score -327082.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -327086.218750 Penalty: 2872.576416
	Iteration 29Q: 3 clusters Score -327086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -327089.531250 Penalty: 2872.576416
	Iteration 30Q: 3 clusters Score -327089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -327091.906250 Penalty: 2872.576416
	Iteration 31Q: 3 clusters Score -327091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -327094.187500 Penalty: 2872.576416
	Iteration 32Q: 3 clusters Score -327094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -327096.718750 Penalty: 2872.576416
	Iteration 33Q: 3 clusters Score -327096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -327096.843750 Penalty: 2872.576416
	Iteration 34Q: 3 clusters Score -327096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -327096.843750 Penalty: 2872.576416
	Iteration 35F: 3 clusters Score -327096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -270453.531250 Penalty: 1400.679932
	Iteration 0F: 2 clusters Score -270453.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -266171.250000 Penalty: 2801.359863
	Iteration 0F: 3 clusters Score -266171.2 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -267477.718750 Penalty: 2801.359863
	Iteration 1F: 3 clusters Score -267477.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -267677.750000 Penalty: 2801.359863
	Iteration 2F: 3 clusters Score -267677.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -267821.250000 Penalty: 2801.359863
	Iteration 3F: 3 clusters Score -267821.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -267934.218750 Penalty: 2801.359863
	Iteration 4Q: 3 clusters Score -267934.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -268040.000000 Penalty: 2801.359863
	Iteration 5Q: 3 clusters Score -268040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -268113.968750 Penalty: 2801.359863
	Iteration 6Q: 3 clusters Score -268114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -268170.906250 Penalty: 2801.359863
	Iteration 7Q: 3 clusters Score -268170.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -268217.625000 Penalty: 2801.359863
	Iteration 8Q: 3 clusters Score -268217.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -268268.375000 Penalty: 2801.359863
	Iteration 9Q: 3 clusters Score -268268.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -268333.281250 Penalty: 2801.359863
	Iteration 10Q: 3 clusters Score -268333.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -268404.875000 Penalty: 2801.359863
	Iteration 11Q: 3 clusters Score -268404.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -268498.468750 Penalty: 2801.359863
	Iteration 12Q: 3 clusters Score -268498.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -268592.562500 Penalty: 2801.359863
	Iteration 13Q: 3 clusters Score -268592.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -268700.281250 Penalty: 2801.359863
	Iteration 14Q: 3 clusters Score -268700.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -268814.218750 Penalty: 2801.359863
	Iteration 15Q: 3 clusters Score -268814.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -268923.468750 Penalty: 2801.359863
	Iteration 16Q: 3 clusters Score -268923.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -269033.562500 Penalty: 2801.359863
	Iteration 17Q: 3 clusters Score -269033.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -269135.937500 Penalty: 2801.359863
	Iteration 18Q: 3 clusters Score -269135.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -269232.656250 Penalty: 2801.359863
	Iteration 19Q: 3 clusters Score -269232.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -269304.406250 Penalty: 2801.359863
	Iteration 20F: 3 clusters Score -269304.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -269364.562500 Penalty: 2801.359863
	Iteration 21Q: 3 clusters Score -269364.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -269400.437500 Penalty: 2801.359863
	Iteration 22Q: 3 clusters Score -269400.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -269423.531250 Penalty: 2801.359863
	Iteration 23Q: 3 clusters Score -269423.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -269445.500000 Penalty: 2801.359863
	Iteration 24Q: 3 clusters Score -269445.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -269456.937500 Penalty: 2801.359863
	Iteration 25Q: 3 clusters Score -269456.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -269462.468750 Penalty: 2801.359863
	Iteration 26Q: 3 clusters Score -269462.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -269468.187500 Penalty: 2801.359863
	Iteration 27Q: 3 clusters Score -269468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -269472.312500 Penalty: 2801.359863
	Iteration 28Q: 3 clusters Score -269472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -269474.000000 Penalty: 2801.359863
	Iteration 29Q: 3 clusters Score -269474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -269475.187500 Penalty: 2801.359863
	Iteration 30Q: 3 clusters Score -269475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -269475.406250 Penalty: 2801.359863
	Iteration 31Q: 3 clusters Score -269475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -269475.187500 Penalty: 2801.359863
	Iteration 32Q: 3 clusters Score -269475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -269476.500000 Penalty: 2801.359863
	Iteration 33Q: 3 clusters Score -269476.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -269477.156250 Penalty: 2801.359863
	Iteration 34Q: 3 clusters Score -269477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -269477.500000 Penalty: 2801.359863
	Iteration 35Q: 3 clusters Score -269477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -269478.406250 Penalty: 2801.359863
	Iteration 36Q: 3 clusters Score -269478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -269478.906250 Penalty: 2801.359863
	Iteration 37Q: 3 clusters Score -269478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -269479.500000 Penalty: 2801.359863
	Iteration 38Q: 3 clusters Score -269479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -269479.593750 Penalty: 2801.359863
	Iteration 39Q: 3 clusters Score -269479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -269479.593750 Penalty: 2801.359863
	Iteration 40F: 3 clusters Score -269479.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Entering Unmasked Estep 
Score: -609762.000000 Penalty: 1537.479248
	Iteration 0F: 2 clusters Score -609762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -600776.250000 Penalty: 3074.958496
	Iteration 0F: 3 clusters Score -600776.2 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -603828.937500 Penalty: 3074.958496
	Iteration 1F: 3 clusters Score -603828.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -604065.062500 Penalty: 3074.958496
	Iteration 2F: 3 clusters Score -604065.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -604292.750000 Penalty: 3074.958496
	Iteration 3Q: 3 clusters Score -604292.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -604512.750000 Penalty: 3074.958496
	Iteration 4Q: 3 clusters Score -604512.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -604773.500000 Penalty: 3074.958496
	Iteration 5Q: 3 clusters Score -604773.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -605134.312500 Penalty: 3074.958496
	Iteration 6Q: 3 clusters Score -605134.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -605573.437500 Penalty: 3074.958496
	Iteration 7F: 3 clusters Score -605573.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -606090.375000 Penalty: 3074.958496
	Iteration 8F: 3 clusters Score -606090.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -606644.000000 Penalty: 3074.958496
	Iteration 9F: 3 clusters Score -606644 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -607127.687500 Penalty: 3074.958496
	Iteration 10Q: 3 clusters Score -607127.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -607506.000000 Penalty: 3074.958496
	Iteration 11Q: 3 clusters Score -607506 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -607789.187500 Penalty: 3074.958496
	Iteration 12Q: 3 clusters Score -607789.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -607995.312500 Penalty: 3074.958496
	Iteration 13Q: 3 clusters Score -607995.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -608151.125000 Penalty: 3074.958496
	Iteration 14Q: 3 clusters Score -608151.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -608238.687500 Penalty: 3074.958496
	Iteration 15Q: 3 clusters Score -608238.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -608314.187500 Penalty: 3074.958496
	Iteration 16Q: 3 clusters Score -608314.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -608373.312500 Penalty: 3074.958496
	Iteration 17Q: 3 clusters Score -608373.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -608417.000000 Penalty: 3074.958496
	Iteration 18Q: 3 clusters Score -608417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -608451.125000 Penalty: 3074.958496
	Iteration 19Q: 3 clusters Score -608451.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -608476.125000 Penalty: 3074.958496
	Iteration 20F: 3 clusters Score -608476.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -608493.125000 Penalty: 3074.958496
	Iteration 21Q: 3 clusters Score -608493.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -608505.937500 Penalty: 3074.958496
	Iteration 22Q: 3 clusters Score -608505.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -608521.687500 Penalty: 3074.958496
	Iteration 23Q: 3 clusters Score -608521.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -608536.500000 Penalty: 3074.958496
	Iteration 24Q: 3 clusters Score -608536.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -608547.062500 Penalty: 3074.958496
	Iteration 25Q: 3 clusters Score -608547.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -608550.250000 Penalty: 3074.958496
	Iteration 26Q: 3 clusters Score -608550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -608552.375000 Penalty: 3074.958496
	Iteration 27Q: 3 clusters Score -608552.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -608556.875000 Penalty: 3074.958496
	Iteration 28Q: 3 clusters Score -608556.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -608562.750000 Penalty: 3074.958496
	Iteration 29Q: 3 clusters Score -608562.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -608565.500000 Penalty: 3074.958496
	Iteration 30Q: 3 clusters Score -608565.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -608568.500000 Penalty: 3074.958496
	Iteration 31Q: 3 clusters Score -608568.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -608572.125000 Penalty: 3074.958496
	Iteration 32Q: 3 clusters Score -608572.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -608577.875000 Penalty: 3074.958496
	Iteration 33Q: 3 clusters Score -608577.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -608579.750000 Penalty: 3074.958496
	Iteration 34Q: 3 clusters Score -608579.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -608583.937500 Penalty: 3074.958496
	Iteration 35Q: 3 clusters Score -608583.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -608586.500000 Penalty: 3074.958496
	Iteration 36Q: 3 clusters Score -608586.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -608589.437500 Penalty: 3074.958496
	Iteration 37Q: 3 clusters Score -608589.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -608594.437500 Penalty: 3074.958496
	Iteration 38Q: 3 clusters Score -608594.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -608598.937500 Penalty: 3074.958496
	Iteration 39Q: 3 clusters Score -608598.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -608603.625000 Penalty: 3074.958496
	Iteration 40F: 3 clusters Score -608603.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -608605.312500 Penalty: 3074.958496
	Iteration 41Q: 3 clusters Score -608605.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -608607.562500 Penalty: 3074.958496
	Iteration 42Q: 3 clusters Score -608607.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -608611.125000 Penalty: 3074.958496
	Iteration 43Q: 3 clusters Score -608611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -608613.000000 Penalty: 3074.958496
	Iteration 44Q: 3 clusters Score -608613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -608613.312500 Penalty: 3074.958496
	Iteration 45Q: 3 clusters Score -608613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -608613.937500 Penalty: 3074.958496
	Iteration 46Q: 3 clusters Score -608613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -608613.000000 Penalty: 3074.958496
	Iteration 47Q: 3 clusters Score -608613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -608614.125000 Penalty: 3074.958496
	Iteration 48Q: 3 clusters Score -608614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -608614.875000 Penalty: 3074.958496
	Iteration 49Q: 3 clusters Score -608614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -608615.750000 Penalty: 3074.958496
	Iteration 50Q: 3 clusters Score -608615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -608614.750000 Penalty: 3074.958496
	Iteration 51Q: 3 clusters Score -608614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -608617.687500 Penalty: 3074.958496
	Iteration 52Q: 3 clusters Score -608617.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -608616.937500 Penalty: 3074.958496
	Iteration 53Q: 3 clusters Score -608616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -608618.625000 Penalty: 3074.958496
	Iteration 54Q: 3 clusters Score -608618.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -608621.312500 Penalty: 3074.958496
	Iteration 55Q: 3 clusters Score -608621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -608621.687500 Penalty: 3074.958496
	Iteration 56Q: 3 clusters Score -608621.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -608623.000000 Penalty: 3074.958496
	Iteration 57Q: 3 clusters Score -608623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -608624.187500 Penalty: 3074.958496
	Iteration 58Q: 3 clusters Score -608624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -608624.437500 Penalty: 3074.958496
	Iteration 59Q: 3 clusters Score -608624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -608624.375000 Penalty: 3074.958496
	Iteration 60F: 3 clusters Score -608624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -608625.250000 Penalty: 3074.958496
	Iteration 61Q: 3 clusters Score -608625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -608625.812500 Penalty: 3074.958496
	Iteration 62Q: 3 clusters Score -608625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -608626.250000 Penalty: 3074.958496
	Iteration 63Q: 3 clusters Score -608626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -608628.437500 Penalty: 3074.958496
	Iteration 64Q: 3 clusters Score -608628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -608626.875000 Penalty: 3074.958496
	Iteration 65Q: 3 clusters Score -608626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -608627.812500 Penalty: 3074.958496
	Iteration 66Q: 3 clusters Score -608627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -608627.812500 Penalty: 3074.958496
	Iteration 67F: 3 clusters Score -608627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -123276.265625 Penalty: 1272.185669
	Iteration 0F: 2 clusters Score -123276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -120870.554688 Penalty: 2544.371338
	Iteration 0F: 3 clusters Score -120870.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -121375.203125 Penalty: 2544.371338
	Iteration 1F: 3 clusters Score -121375.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -121495.250000 Penalty: 2544.371338
	Iteration 2F: 3 clusters Score -121495.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -121561.671875 Penalty: 2544.371338
	Iteration 3Q: 3 clusters Score -121561.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -121600.523438 Penalty: 2544.371338
	Iteration 4Q: 3 clusters Score -121600.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -121629.867188 Penalty: 2544.371338
	Iteration 5Q: 3 clusters Score -121629.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -121659.289062 Penalty: 2544.371338
	Iteration 6Q: 3 clusters Score -121659.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -121680.625000 Penalty: 2544.371338
	Iteration 7Q: 3 clusters Score -121680.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -121706.437500 Penalty: 2544.371338
	Iteration 8Q: 3 clusters Score -121706.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -121738.570312 Penalty: 2544.371338
	Iteration 9Q: 3 clusters Score -121738.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -121769.781250 Penalty: 2544.371338
	Iteration 10Q: 3 clusters Score -121769.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -121795.382812 Penalty: 2544.371338
	Iteration 11Q: 3 clusters Score -121795.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -121826.164062 Penalty: 2544.371338
	Iteration 12Q: 3 clusters Score -121826.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -121858.921875 Penalty: 2544.371338
	Iteration 13Q: 3 clusters Score -121858.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -121895.546875 Penalty: 2544.371338
	Iteration 14Q: 3 clusters Score -121895.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -121934.046875 Penalty: 2544.371338
	Iteration 15Q: 3 clusters Score -121934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -121966.265625 Penalty: 2544.371338
	Iteration 16Q: 3 clusters Score -121966.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -121997.437500 Penalty: 2544.371338
	Iteration 17Q: 3 clusters Score -121997.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -122029.320312 Penalty: 2544.371338
	Iteration 18Q: 3 clusters Score -122029.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -122059.640625 Penalty: 2544.371338
	Iteration 19Q: 3 clusters Score -122059.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -122089.828125 Penalty: 2544.371338
	Iteration 20F: 3 clusters Score -122089.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -122119.007812 Penalty: 2544.371338
	Iteration 21Q: 3 clusters Score -122119 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -122149.468750 Penalty: 2544.371338
	Iteration 22Q: 3 clusters Score -122149.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -122174.570312 Penalty: 2544.371338
	Iteration 23Q: 3 clusters Score -122174.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -122195.093750 Penalty: 2544.371338
	Iteration 24Q: 3 clusters Score -122195.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -122212.867188 Penalty: 2544.371338
	Iteration 25Q: 3 clusters Score -122212.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -122227.335938 Penalty: 2544.371338
	Iteration 26Q: 3 clusters Score -122227.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -122240.898438 Penalty: 2544.371338
	Iteration 27Q: 3 clusters Score -122240.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -122255.054688 Penalty: 2544.371338
	Iteration 28Q: 3 clusters Score -122255.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -122266.453125 Penalty: 2544.371338
	Iteration 29Q: 3 clusters Score -122266.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -122272.109375 Penalty: 2544.371338
	Iteration 30Q: 3 clusters Score -122272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -122281.453125 Penalty: 2544.371338
	Iteration 31Q: 3 clusters Score -122281.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -122291.796875 Penalty: 2544.371338
	Iteration 32Q: 3 clusters Score -122291.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -122299.898438 Penalty: 2544.371338
	Iteration 33Q: 3 clusters Score -122299.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -122305.570312 Penalty: 2544.371338
	Iteration 34Q: 3 clusters Score -122305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -122307.960938 Penalty: 2544.371338
	Iteration 35Q: 3 clusters Score -122308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -122308.976562 Penalty: 2544.371338
	Iteration 36Q: 3 clusters Score -122309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -122310.890625 Penalty: 2544.371338
	Iteration 37Q: 3 clusters Score -122310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -122311.796875 Penalty: 2544.371338
	Iteration 38Q: 3 clusters Score -122311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -122312.781250 Penalty: 2544.371338
	Iteration 39Q: 3 clusters Score -122312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -122312.781250 Penalty: 2544.371338
	Iteration 40F: 3 clusters Score -122312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -197979.218750 Penalty: 1353.098267
	Iteration 0F: 2 clusters Score -197979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -194547.218750 Penalty: 2706.196533
	Iteration 0F: 3 clusters Score -194547.2 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -195412.078125 Penalty: 2706.196533
	Iteration 1F: 3 clusters Score -195412.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -195576.656250 Penalty: 2706.196533
	Iteration 2F: 3 clusters Score -195576.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -195702.687500 Penalty: 2706.196533
	Iteration 3F: 3 clusters Score -195702.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -195837.000000 Penalty: 2706.196533
	Iteration 4Q: 3 clusters Score -195837 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -196024.218750 Penalty: 2706.196533
	Iteration 5Q: 3 clusters Score -196024.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -196266.656250 Penalty: 2706.196533
	Iteration 6Q: 3 clusters Score -196266.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -196552.593750 Penalty: 2706.196533
	Iteration 7F: 3 clusters Score -196552.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -196806.375000 Penalty: 2706.196533
	Iteration 8F: 3 clusters Score -196806.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -196999.781250 Penalty: 2706.196533
	Iteration 9Q: 3 clusters Score -196999.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -197158.812500 Penalty: 2706.196533
	Iteration 10Q: 3 clusters Score -197158.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -197329.156250 Penalty: 2706.196533
	Iteration 11Q: 3 clusters Score -197329.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -197473.421875 Penalty: 2706.196533
	Iteration 12Q: 3 clusters Score -197473.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -197575.562500 Penalty: 2706.196533
	Iteration 13Q: 3 clusters Score -197575.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -197631.843750 Penalty: 2706.196533
	Iteration 14Q: 3 clusters Score -197631.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -197673.781250 Penalty: 2706.196533
	Iteration 15Q: 3 clusters Score -197673.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -197702.062500 Penalty: 2706.196533
	Iteration 16Q: 3 clusters Score -197702.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -197716.859375 Penalty: 2706.196533
	Iteration 17Q: 3 clusters Score -197716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -197723.062500 Penalty: 2706.196533
	Iteration 18Q: 3 clusters Score -197723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -197725.453125 Penalty: 2706.196533
	Iteration 19Q: 3 clusters Score -197725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -197727.703125 Penalty: 2706.196533
	Iteration 20F: 3 clusters Score -197727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -197730.531250 Penalty: 2706.196533
	Iteration 21Q: 3 clusters Score -197730.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -197732.437500 Penalty: 2706.196533
	Iteration 22Q: 3 clusters Score -197732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -197733.828125 Penalty: 2706.196533
	Iteration 23Q: 3 clusters Score -197733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -197734.640625 Penalty: 2706.196533
	Iteration 24Q: 3 clusters Score -197734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -197734.640625 Penalty: 2706.196533
	Iteration 25F: 3 clusters Score -197734.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -206228.906250 Penalty: 1354.624512
	Iteration 0F: 2 clusters Score -206228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -202782.609375 Penalty: 2709.249023
	Iteration 0F: 3 clusters Score -202782.6 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -203737.437500 Penalty: 2709.249023
	Iteration 1F: 3 clusters Score -203737.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -203923.703125 Penalty: 2709.249023
	Iteration 2F: 3 clusters Score -203923.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -204047.265625 Penalty: 2709.249023
	Iteration 3F: 3 clusters Score -204047.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -204148.843750 Penalty: 2709.249023
	Iteration 4Q: 3 clusters Score -204148.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -204241.312500 Penalty: 2709.249023
	Iteration 5Q: 3 clusters Score -204241.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -204342.515625 Penalty: 2709.249023
	Iteration 6Q: 3 clusters Score -204342.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -204437.421875 Penalty: 2709.249023
	Iteration 7Q: 3 clusters Score -204437.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -204530.109375 Penalty: 2709.249023
	Iteration 8Q: 3 clusters Score -204530.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -204627.578125 Penalty: 2709.249023
	Iteration 9Q: 3 clusters Score -204627.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -204722.250000 Penalty: 2709.249023
	Iteration 10Q: 3 clusters Score -204722.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -204825.468750 Penalty: 2709.249023
	Iteration 11Q: 3 clusters Score -204825.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -204909.890625 Penalty: 2709.249023
	Iteration 12Q: 3 clusters Score -204909.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -204963.500000 Penalty: 2709.249023
	Iteration 13Q: 3 clusters Score -204963.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204999.234375 Penalty: 2709.249023
	Iteration 14Q: 3 clusters Score -204999.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -205030.093750 Penalty: 2709.249023
	Iteration 15Q: 3 clusters Score -205030.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -205059.984375 Penalty: 2709.249023
	Iteration 16Q: 3 clusters Score -205060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -205081.078125 Penalty: 2709.249023
	Iteration 17Q: 3 clusters Score -205081.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -205104.640625 Penalty: 2709.249023
	Iteration 18Q: 3 clusters Score -205104.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -205127.656250 Penalty: 2709.249023
	Iteration 19Q: 3 clusters Score -205127.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -205141.796875 Penalty: 2709.249023
	Iteration 20F: 3 clusters Score -205141.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -205156.359375 Penalty: 2709.249023
	Iteration 21Q: 3 clusters Score -205156.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -205170.218750 Penalty: 2709.249023
	Iteration 22Q: 3 clusters Score -205170.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -205177.218750 Penalty: 2709.249023
	Iteration 23Q: 3 clusters Score -205177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -205183.687500 Penalty: 2709.249023
	Iteration 24Q: 3 clusters Score -205183.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -205192.453125 Penalty: 2709.249023
	Iteration 25Q: 3 clusters Score -205192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -205198.421875 Penalty: 2709.249023
	Iteration 26Q: 3 clusters Score -205198.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -205205.062500 Penalty: 2709.249023
	Iteration 27Q: 3 clusters Score -205205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -205207.812500 Penalty: 2709.249023
	Iteration 28Q: 3 clusters Score -205207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -205213.078125 Penalty: 2709.249023
	Iteration 29Q: 3 clusters Score -205213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -205218.000000 Penalty: 2709.249023
	Iteration 30Q: 3 clusters Score -205218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -205223.453125 Penalty: 2709.249023
	Iteration 31Q: 3 clusters Score -205223.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -205227.328125 Penalty: 2709.249023
	Iteration 32Q: 3 clusters Score -205227.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -205231.328125 Penalty: 2709.249023
	Iteration 33Q: 3 clusters Score -205231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -205234.171875 Penalty: 2709.249023
	Iteration 34Q: 3 clusters Score -205234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -205235.500000 Penalty: 2709.249023
	Iteration 35Q: 3 clusters Score -205235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -205237.265625 Penalty: 2709.249023
	Iteration 36Q: 3 clusters Score -205237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -205239.109375 Penalty: 2709.249023
	Iteration 37Q: 3 clusters Score -205239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -205240.609375 Penalty: 2709.249023
	Iteration 38Q: 3 clusters Score -205240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -205242.046875 Penalty: 2709.249023
	Iteration 39Q: 3 clusters Score -205242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -205244.468750 Penalty: 2709.249023
	Iteration 40F: 3 clusters Score -205244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -205246.343750 Penalty: 2709.249023
	Iteration 41Q: 3 clusters Score -205246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -205247.703125 Penalty: 2709.249023
	Iteration 42Q: 3 clusters Score -205247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -205247.703125 Penalty: 2709.249023
	Iteration 43Q: 3 clusters Score -205247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -205247.703125 Penalty: 2709.249023
	Iteration 44F: 3 clusters Score -205247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -98124.039062 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -98124.04 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 1017 members 
Entering Unmasked Estep 
Score: -96046.351562 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -96046.35 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -96511.898438 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -96511.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -96606.242188 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -96606.24 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -96655.085938 Penalty: 2468.664307
	Iteration 3Q: 3 clusters Score -96655.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -96685.468750 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -96685.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -96710.203125 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -96710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -96728.976562 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -96728.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -96751.046875 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -96751.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -96771.609375 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -96771.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -96785.171875 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -96785.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -96793.187500 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -96793.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -96796.781250 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -96796.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96799.593750 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -96799.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96801.234375 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -96801.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -96803.343750 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -96803.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96803.960938 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -96803.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -96804.648438 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -96804.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -96805.554688 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -96805.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -96807.226562 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -96807.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -96808.289062 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -96808.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -96808.875000 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -96808.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -96809.695312 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -96809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -96809.695312 Penalty: 2468.664307
	Iteration 22F: 3 clusters Score -96809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -345835.500000 Penalty: 1439.484985
	Iteration 0F: 2 clusters Score -345835.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -340560.781250 Penalty: 2878.969971
	Iteration 0F: 3 clusters Score -340560.8 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -342149.843750 Penalty: 2878.969971
	Iteration 1F: 3 clusters Score -342149.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -342314.875000 Penalty: 2878.969971
	Iteration 2F: 3 clusters Score -342314.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -342435.531250 Penalty: 2878.969971
	Iteration 3Q: 3 clusters Score -342435.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -342551.593750 Penalty: 2878.969971
	Iteration 4Q: 3 clusters Score -342551.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -342689.625000 Penalty: 2878.969971
	Iteration 5Q: 3 clusters Score -342689.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -342843.750000 Penalty: 2878.969971
	Iteration 6Q: 3 clusters Score -342843.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -342994.968750 Penalty: 2878.969971
	Iteration 7Q: 3 clusters Score -342995 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -343171.468750 Penalty: 2878.969971
	Iteration 8Q: 3 clusters Score -343171.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -343390.125000 Penalty: 2878.969971
	Iteration 9Q: 3 clusters Score -343390.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -343634.062500 Penalty: 2878.969971
	Iteration 10Q: 3 clusters Score -343634.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -343902.437500 Penalty: 2878.969971
	Iteration 11Q: 3 clusters Score -343902.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -344186.125000 Penalty: 2878.969971
	Iteration 12Q: 3 clusters Score -344186.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -344401.718750 Penalty: 2878.969971
	Iteration 13Q: 3 clusters Score -344401.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -344555.062500 Penalty: 2878.969971
	Iteration 14Q: 3 clusters Score -344555.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -344629.656250 Penalty: 2878.969971
	Iteration 15Q: 3 clusters Score -344629.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -344664.187500 Penalty: 2878.969971
	Iteration 16Q: 3 clusters Score -344664.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -344687.343750 Penalty: 2878.969971
	Iteration 17Q: 3 clusters Score -344687.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -344701.218750 Penalty: 2878.969971
	Iteration 18Q: 3 clusters Score -344701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -344708.562500 Penalty: 2878.969971
	Iteration 19Q: 3 clusters Score -344708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -344713.406250 Penalty: 2878.969971
	Iteration 20F: 3 clusters Score -344713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -344719.281250 Penalty: 2878.969971
	Iteration 21Q: 3 clusters Score -344719.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -344730.500000 Penalty: 2878.969971
	Iteration 22Q: 3 clusters Score -344730.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -344732.906250 Penalty: 2878.969971
	Iteration 23Q: 3 clusters Score -344732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -344735.031250 Penalty: 2878.969971
	Iteration 24Q: 3 clusters Score -344735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -344736.718750 Penalty: 2878.969971
	Iteration 25Q: 3 clusters Score -344736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -344738.375000 Penalty: 2878.969971
	Iteration 26Q: 3 clusters Score -344738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -344738.375000 Penalty: 2878.969971
	Iteration 27F: 3 clusters Score -344738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 12414 members 
Mstep: Class 4 contains 439803 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 210755 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 12901 members 
Mstep: Class 12 contains 14508 members 
Mstep: Class 15 contains 51797 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 18 contains 5539 members 
Mstep: Class 19 contains 12854 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 4133 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 7033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 399Q: 19 clusters Score -3.751992e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 12436 members 
Mstep: Class 4 contains 439950 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 8 contains 210667 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 12883 members 
Mstep: Class 12 contains 14483 members 
Mstep: Class 15 contains 51781 members 
Mstep: Class 16 contains 6895 members 
Mstep: Class 18 contains 5536 members 
Mstep: Class 19 contains 12844 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4136 members 
Mstep: Class 22 contains 4173 members 
Mstep: Class 23 contains 1987 members 
Mstep: Class 24 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519944.000000 Penalty: 39783.414062
Iteration 400F: 19 clusters Score -3.751994e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 12462 members 
Mstep: Class 4 contains 440086 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 8 contains 210588 members 
Mstep: Class 9 contains 6605 members 
Mstep: Class 10 contains 12867 members 
Mstep: Class 12 contains 14455 members 
Mstep: Class 15 contains 51769 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 18 contains 5531 members 
Mstep: Class 19 contains 12837 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 7017 members 
Entering Unmasked Estep 
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Iteration 401Q: 19 clusters Score -3.751992e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 12481 members 
Mstep: Class 4 contains 440234 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 8 contains 210500 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 12852 members 
Mstep: Class 12 contains 14427 members 
Mstep: Class 15 contains 51752 members 
Mstep: Class 16 contains 6888 members 
Mstep: Class 18 contains 5529 members 
Mstep: Class 19 contains 12829 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 4174 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 7011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 402Q: 19 clusters Score -3.751993e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 12504 members 
Mstep: Class 4 contains 440377 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 8 contains 210410 members 
Mstep: Class 9 contains 6605 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 12 contains 14404 members 
Mstep: Class 15 contains 51735 members 
Mstep: Class 16 contains 6887 members 
Mstep: Class 18 contains 5526 members 
Mstep: Class 19 contains 12825 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 4174 members 
Mstep: Class 23 contains 1989 members 
Mstep: Class 24 contains 7000 members 
Entering Unmasked Estep 
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Iteration 403Q: 19 clusters Score -3.751996e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5276 members 
Mstep: Class 3 contains 12524 members 
Mstep: Class 4 contains 440488 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 210341 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 12825 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 15 contains 51722 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 18 contains 5523 members 
Mstep: Class 19 contains 12820 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 4176 members 
Mstep: Class 23 contains 1988 members 
Mstep: Class 24 contains 6986 members 
Entering Unmasked Estep 
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Iteration 404Q: 19 clusters Score -3.751992e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 12549 members 
Mstep: Class 4 contains 440619 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 8 contains 210264 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 12809 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 15 contains 51700 members 
Mstep: Class 16 contains 6880 members 
Mstep: Class 18 contains 5519 members 
Mstep: Class 19 contains 12814 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 1989 members 
Mstep: Class 24 contains 6978 members 
Entering Unmasked Estep 
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Iteration 405Q: 19 clusters Score -3.752001e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 12575 members 
Mstep: Class 4 contains 440725 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 8 contains 210192 members 
Mstep: Class 9 contains 6608 members 
Mstep: Class 10 contains 12792 members 
Mstep: Class 12 contains 14347 members 
Mstep: Class 15 contains 51688 members 
Mstep: Class 16 contains 6873 members 
Mstep: Class 18 contains 5518 members 
Mstep: Class 19 contains 12809 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 4176 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 6976 members 
Entering Unmasked Estep 
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Iteration 406Q: 19 clusters Score -3.752e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 12597 members 
Mstep: Class 4 contains 440843 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 8 contains 210123 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 12777 members 
Mstep: Class 12 contains 14331 members 
Mstep: Class 15 contains 51678 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 18 contains 5515 members 
Mstep: Class 19 contains 12801 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4140 members 
Mstep: Class 22 contains 4174 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6970 members 
Entering Unmasked Estep 
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Iteration 407Q: 19 clusters Score -3.751989e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 12616 members 
Mstep: Class 4 contains 440937 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 8 contains 210059 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 12769 members 
Mstep: Class 12 contains 14317 members 
Mstep: Class 15 contains 51670 members 
Mstep: Class 16 contains 6858 members 
Mstep: Class 18 contains 5514 members 
Mstep: Class 19 contains 12795 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 6967 members 
Entering Unmasked Estep 
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Iteration 408Q: 19 clusters Score -3.751994e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 3 contains 12638 members 
Mstep: Class 4 contains 441040 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209989 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12754 members 
Mstep: Class 12 contains 14301 members 
Mstep: Class 15 contains 51657 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 18 contains 5515 members 
Mstep: Class 19 contains 12787 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 6966 members 
Entering Unmasked Estep 
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Iteration 409Q: 19 clusters Score -3.75199e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5249 members 
Mstep: Class 3 contains 12658 members 
Mstep: Class 4 contains 441164 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209921 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 12733 members 
Mstep: Class 12 contains 14287 members 
Mstep: Class 15 contains 51641 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 18 contains 5506 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 6965 members 
Entering Unmasked Estep 
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Iteration 410Q: 19 clusters Score -3.751992e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 12671 members 
Mstep: Class 4 contains 441283 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209851 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 12 contains 14271 members 
Mstep: Class 15 contains 51626 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 18 contains 5499 members 
Mstep: Class 19 contains 12783 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 6964 members 
Entering Unmasked Estep 
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Iteration 411Q: 19 clusters Score -3.751994e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 12693 members 
Mstep: Class 4 contains 441391 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209787 members 
Mstep: Class 9 contains 6616 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 12 contains 14252 members 
Mstep: Class 15 contains 51616 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 12783 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6964 members 
Entering Unmasked Estep 
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Iteration 412Q: 19 clusters Score -3.751991e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 12710 members 
Mstep: Class 4 contains 441520 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209728 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 12664 members 
Mstep: Class 12 contains 14225 members 
Mstep: Class 15 contains 51605 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 12778 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6960 members 
Entering Unmasked Estep 
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Iteration 413Q: 19 clusters Score -3.751988e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 12724 members 
Mstep: Class 4 contains 441642 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209668 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 12650 members 
Mstep: Class 12 contains 14204 members 
Mstep: Class 15 contains 51589 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 12773 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6956 members 
Entering Unmasked Estep 
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Iteration 414Q: 19 clusters Score -3.751992e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 12737 members 
Mstep: Class 4 contains 441777 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209604 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 12641 members 
Mstep: Class 12 contains 14177 members 
Mstep: Class 15 contains 51575 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 18 contains 5466 members 
Mstep: Class 19 contains 12770 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6951 members 
Entering Unmasked Estep 
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Iteration 415Q: 19 clusters Score -3.751992e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 441900 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209527 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 12 contains 14152 members 
Mstep: Class 15 contains 51563 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 18 contains 5461 members 
Mstep: Class 19 contains 12767 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6948 members 
Entering Unmasked Estep 
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Iteration 416Q: 19 clusters Score -3.751988e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 12766 members 
Mstep: Class 4 contains 442038 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209442 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 15 contains 51550 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 12767 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6945 members 
Entering Unmasked Estep 
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Iteration 417Q: 19 clusters Score -3.751992e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 12781 members 
Mstep: Class 4 contains 442172 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209344 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 12629 members 
Mstep: Class 12 contains 14094 members 
Mstep: Class 15 contains 51544 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 12766 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6944 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 418Q: 19 clusters Score -3.751999e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 12789 members 
Mstep: Class 4 contains 442333 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209241 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 12623 members 
Mstep: Class 12 contains 14061 members 
Mstep: Class 15 contains 51530 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 12765 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6944 members 
Entering Unmasked Estep 
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Iteration 419Q: 19 clusters Score -3.751994e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 12795 members 
Mstep: Class 4 contains 442489 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209141 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 12 contains 14034 members 
Mstep: Class 15 contains 51513 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 12763 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 4188 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 6944 members 
Entering Unmasked Estep 
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Iteration 420F: 19 clusters Score -3.751989e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 12802 members 
Mstep: Class 4 contains 442662 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 209027 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 12 contains 14006 members 
Mstep: Class 15 contains 51501 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1991 members 
Mstep: Class 24 contains 6943 members 
Entering Unmasked Estep 
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Iteration 421Q: 19 clusters Score -3.75199e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 12807 members 
Mstep: Class 4 contains 442819 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208923 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 12600 members 
Mstep: Class 12 contains 13979 members 
Mstep: Class 15 contains 51492 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 12754 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4145 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 6943 members 
Entering Unmasked Estep 
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Iteration 422Q: 19 clusters Score -3.751988e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 12815 members 
Mstep: Class 4 contains 442942 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208845 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12593 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 15 contains 51482 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 12751 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 6943 members 
Entering Unmasked Estep 
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Iteration 423Q: 19 clusters Score -3.751992e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 12820 members 
Mstep: Class 4 contains 443060 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208763 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12588 members 
Mstep: Class 12 contains 13934 members 
Mstep: Class 15 contains 51477 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12746 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1989 members 
Mstep: Class 24 contains 6943 members 
Entering Unmasked Estep 
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Iteration 424Q: 19 clusters Score -3.751992e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 12825 members 
Mstep: Class 4 contains 443183 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208671 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 12583 members 
Mstep: Class 12 contains 13916 members 
Mstep: Class 15 contains 51470 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 12743 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1987 members 
Mstep: Class 24 contains 6944 members 
Entering Unmasked Estep 
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Iteration 425Q: 19 clusters Score -3.75199e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 443299 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208581 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 12 contains 13902 members 
Mstep: Class 15 contains 51463 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 18 contains 5458 members 
Mstep: Class 19 contains 12740 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 6944 members 
Entering Unmasked Estep 
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Iteration 426Q: 19 clusters Score -3.751992e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 12833 members 
Mstep: Class 4 contains 443405 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208511 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 12572 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 15 contains 51456 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 18 contains 5456 members 
Mstep: Class 19 contains 12740 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 6944 members 
Entering Unmasked Estep 
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Iteration 427Q: 19 clusters Score -3.751994e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 12840 members 
Mstep: Class 4 contains 443499 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208445 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 12568 members 
Mstep: Class 12 contains 13867 members 
Mstep: Class 15 contains 51455 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12737 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4147 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 6944 members 
Entering Unmasked Estep 
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Iteration 428Q: 19 clusters Score -3.751988e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 12844 members 
Mstep: Class 4 contains 443585 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208375 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 12564 members 
Mstep: Class 12 contains 13854 members 
Mstep: Class 15 contains 51454 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12738 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 6942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519904.000000 Penalty: 39783.414062
Iteration 429Q: 19 clusters Score -3.75199e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 443654 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208320 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 12557 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 15 contains 51452 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12738 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4192 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 6940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519908.000000 Penalty: 39783.414062
Iteration 430Q: 19 clusters Score -3.751991e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5163 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 443721 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208268 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 12552 members 
Mstep: Class 12 contains 13827 members 
Mstep: Class 15 contains 51449 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12736 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 6937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519912.000000 Penalty: 39783.414062
Iteration 431Q: 19 clusters Score -3.751991e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 12876 members 
Mstep: Class 4 contains 443793 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208216 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 12 contains 13815 members 
Mstep: Class 15 contains 51443 members 
Mstep: Class 16 contains 6741 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12732 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4199 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519876.000000 Penalty: 39783.414062
Iteration 432Q: 19 clusters Score -3.751988e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 12882 members 
Mstep: Class 4 contains 443873 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208160 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 12 contains 13803 members 
Mstep: Class 15 contains 51435 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 12730 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4201 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519880.000000 Penalty: 39783.414062
Iteration 433Q: 19 clusters Score -3.751988e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 12887 members 
Mstep: Class 4 contains 443961 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208106 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 12 contains 13787 members 
Mstep: Class 15 contains 51429 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 12729 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4201 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519852.000000 Penalty: 39783.414062
Iteration 434Q: 19 clusters Score -3.751985e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 444022 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208062 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12545 members 
Mstep: Class 12 contains 13776 members 
Mstep: Class 15 contains 51430 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 12724 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4202 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519856.000000 Penalty: 39783.414062
Iteration 435Q: 19 clusters Score -3.751986e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 444073 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 208023 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12544 members 
Mstep: Class 12 contains 13763 members 
Mstep: Class 15 contains 51428 members 
Mstep: Class 16 contains 6714 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12718 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4205 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519884.000000 Penalty: 39783.414062
Iteration 436Q: 19 clusters Score -3.751988e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 444141 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207972 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 12 contains 13752 members 
Mstep: Class 15 contains 51425 members 
Mstep: Class 16 contains 6706 members 
Mstep: Class 18 contains 5455 members 
Mstep: Class 19 contains 12712 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519932.000000 Penalty: 39783.414062
Iteration 437Q: 19 clusters Score -3.751993e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5140 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 444206 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207921 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 12539 members 
Mstep: Class 12 contains 13742 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 18 contains 5458 members 
Mstep: Class 19 contains 12711 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519944.000000 Penalty: 39783.414062
Iteration 438Q: 19 clusters Score -3.751994e+07 nChanged 98
Entering ConstructFrom: 
Score: -37519944.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -365708.187500 Penalty: 1445.784546
	Iteration 0F: 2 clusters Score -365708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -360330.000000 Penalty: 2891.569092
	Iteration 0F: 3 clusters Score -360330 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -361846.156250 Penalty: 2891.569092
	Iteration 1F: 3 clusters Score -361846.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -362091.000000 Penalty: 2891.569092
	Iteration 2F: 3 clusters Score -362091 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -362312.343750 Penalty: 2891.569092
	Iteration 3F: 3 clusters Score -362312.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -362530.250000 Penalty: 2891.569092
	Iteration 4F: 3 clusters Score -362530.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -362738.656250 Penalty: 2891.569092
	Iteration 5F: 3 clusters Score -362738.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -362972.750000 Penalty: 2891.569092
	Iteration 6Q: 3 clusters Score -362972.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -363250.500000 Penalty: 2891.569092
	Iteration 7Q: 3 clusters Score -363250.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -363577.375000 Penalty: 2891.569092
	Iteration 8F: 3 clusters Score -363577.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -363896.500000 Penalty: 2891.569092
	Iteration 9F: 3 clusters Score -363896.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -364113.093750 Penalty: 2891.569092
	Iteration 10Q: 3 clusters Score -364113.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -364233.062500 Penalty: 2891.569092
	Iteration 11Q: 3 clusters Score -364233.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -364294.031250 Penalty: 2891.569092
	Iteration 12Q: 3 clusters Score -364294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -364324.781250 Penalty: 2891.569092
	Iteration 13Q: 3 clusters Score -364324.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -364343.250000 Penalty: 2891.569092
	Iteration 14Q: 3 clusters Score -364343.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -364354.156250 Penalty: 2891.569092
	Iteration 15Q: 3 clusters Score -364354.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -364361.875000 Penalty: 2891.569092
	Iteration 16Q: 3 clusters Score -364361.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -364367.781250 Penalty: 2891.569092
	Iteration 17Q: 3 clusters Score -364367.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -364370.750000 Penalty: 2891.569092
	Iteration 18Q: 3 clusters Score -364370.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -364374.937500 Penalty: 2891.569092
	Iteration 19Q: 3 clusters Score -364374.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -364378.125000 Penalty: 2891.569092
	Iteration 20F: 3 clusters Score -364378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -364381.968750 Penalty: 2891.569092
	Iteration 21Q: 3 clusters Score -364382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -364384.031250 Penalty: 2891.569092
	Iteration 22Q: 3 clusters Score -364384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -364386.781250 Penalty: 2891.569092
	Iteration 23Q: 3 clusters Score -364386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -364387.406250 Penalty: 2891.569092
	Iteration 24Q: 3 clusters Score -364387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -364387.843750 Penalty: 2891.569092
	Iteration 25Q: 3 clusters Score -364387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -364389.281250 Penalty: 2891.569092
	Iteration 26Q: 3 clusters Score -364389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -364390.937500 Penalty: 2891.569092
	Iteration 27Q: 3 clusters Score -364390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -364392.875000 Penalty: 2891.569092
	Iteration 28Q: 3 clusters Score -364392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -364394.937500 Penalty: 2891.569092
	Iteration 29Q: 3 clusters Score -364394.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -364396.562500 Penalty: 2891.569092
	Iteration 30Q: 3 clusters Score -364396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -364398.656250 Penalty: 2891.569092
	Iteration 31Q: 3 clusters Score -364398.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -364401.906250 Penalty: 2891.569092
	Iteration 32Q: 3 clusters Score -364401.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -364404.625000 Penalty: 2891.569092
	Iteration 33Q: 3 clusters Score -364404.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -364406.250000 Penalty: 2891.569092
	Iteration 34Q: 3 clusters Score -364406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -364407.187500 Penalty: 2891.569092
	Iteration 35Q: 3 clusters Score -364407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -364407.406250 Penalty: 2891.569092
	Iteration 36Q: 3 clusters Score -364407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -364408.843750 Penalty: 2891.569092
	Iteration 37Q: 3 clusters Score -364408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -364410.000000 Penalty: 2891.569092
	Iteration 38Q: 3 clusters Score -364410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -364410.312500 Penalty: 2891.569092
	Iteration 39Q: 3 clusters Score -364410.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -364413.343750 Penalty: 2891.569092
	Iteration 40F: 3 clusters Score -364413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -364413.937500 Penalty: 2891.569092
	Iteration 41Q: 3 clusters Score -364413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -364416.156250 Penalty: 2891.569092
	Iteration 42Q: 3 clusters Score -364416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -364418.281250 Penalty: 2891.569092
	Iteration 43Q: 3 clusters Score -364418.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -364422.718750 Penalty: 2891.569092
	Iteration 44Q: 3 clusters Score -364422.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -364426.125000 Penalty: 2891.569092
	Iteration 45Q: 3 clusters Score -364426.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -364431.906250 Penalty: 2891.569092
	Iteration 46Q: 3 clusters Score -364431.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -364437.343750 Penalty: 2891.569092
	Iteration 47Q: 3 clusters Score -364437.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -364442.218750 Penalty: 2891.569092
	Iteration 48Q: 3 clusters Score -364442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -364444.843750 Penalty: 2891.569092
	Iteration 49Q: 3 clusters Score -364444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -364446.531250 Penalty: 2891.569092
	Iteration 50Q: 3 clusters Score -364446.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -364448.218750 Penalty: 2891.569092
	Iteration 51Q: 3 clusters Score -364448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -364450.093750 Penalty: 2891.569092
	Iteration 52Q: 3 clusters Score -364450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -364451.531250 Penalty: 2891.569092
	Iteration 53Q: 3 clusters Score -364451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -364453.281250 Penalty: 2891.569092
	Iteration 54Q: 3 clusters Score -364453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -364455.343750 Penalty: 2891.569092
	Iteration 55Q: 3 clusters Score -364455.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -364455.250000 Penalty: 2891.569092
	Iteration 56Q: 3 clusters Score -364455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -364456.843750 Penalty: 2891.569092
	Iteration 57Q: 3 clusters Score -364456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -364456.375000 Penalty: 2891.569092
	Iteration 58Q: 3 clusters Score -364456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -364457.281250 Penalty: 2891.569092
	Iteration 59Q: 3 clusters Score -364457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -364458.093750 Penalty: 2891.569092
	Iteration 60F: 3 clusters Score -364458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -364458.687500 Penalty: 2891.569092
	Iteration 61Q: 3 clusters Score -364458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -364460.125000 Penalty: 2891.569092
	Iteration 62Q: 3 clusters Score -364460.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -364462.750000 Penalty: 2891.569092
	Iteration 63Q: 3 clusters Score -364462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -364464.531250 Penalty: 2891.569092
	Iteration 64Q: 3 clusters Score -364464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -364468.000000 Penalty: 2891.569092
	Iteration 65Q: 3 clusters Score -364468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -364470.343750 Penalty: 2891.569092
	Iteration 66Q: 3 clusters Score -364470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -364472.375000 Penalty: 2891.569092
	Iteration 67Q: 3 clusters Score -364472.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -364475.500000 Penalty: 2891.569092
	Iteration 68Q: 3 clusters Score -364475.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -364476.562500 Penalty: 2891.569092
	Iteration 69Q: 3 clusters Score -364476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -364476.750000 Penalty: 2891.569092
	Iteration 70Q: 3 clusters Score -364476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -364478.218750 Penalty: 2891.569092
	Iteration 71Q: 3 clusters Score -364478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -364478.156250 Penalty: 2891.569092
	Iteration 72Q: 3 clusters Score -364478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -364479.031250 Penalty: 2891.569092
	Iteration 73Q: 3 clusters Score -364479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -364478.593750 Penalty: 2891.569092
	Iteration 74Q: 3 clusters Score -364478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -364479.031250 Penalty: 2891.569092
	Iteration 75Q: 3 clusters Score -364479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -364479.531250 Penalty: 2891.569092
	Iteration 76Q: 3 clusters Score -364479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -364479.531250 Penalty: 2891.569092
	Iteration 77F: 3 clusters Score -364479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -225413.500000 Penalty: 1388.499756
	Iteration 0F: 2 clusters Score -225413.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -221363.906250 Penalty: 2776.999512
	Iteration 0F: 3 clusters Score -221363.9 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -222583.468750 Penalty: 2776.999512
	Iteration 1F: 3 clusters Score -222583.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -222879.828125 Penalty: 2776.999512
	Iteration 2F: 3 clusters Score -222879.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -223084.750000 Penalty: 2776.999512
	Iteration 3F: 3 clusters Score -223084.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -223253.265625 Penalty: 2776.999512
	Iteration 4F: 3 clusters Score -223253.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -223408.375000 Penalty: 2776.999512
	Iteration 5F: 3 clusters Score -223408.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -223576.062500 Penalty: 2776.999512
	Iteration 6F: 3 clusters Score -223576.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -223717.671875 Penalty: 2776.999512
	Iteration 7Q: 3 clusters Score -223717.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -223859.093750 Penalty: 2776.999512
	Iteration 8Q: 3 clusters Score -223859.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -223988.328125 Penalty: 2776.999512
	Iteration 9Q: 3 clusters Score -223988.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -224112.234375 Penalty: 2776.999512
	Iteration 10Q: 3 clusters Score -224112.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -224216.437500 Penalty: 2776.999512
	Iteration 11Q: 3 clusters Score -224216.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -224296.921875 Penalty: 2776.999512
	Iteration 12Q: 3 clusters Score -224296.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -224370.031250 Penalty: 2776.999512
	Iteration 13Q: 3 clusters Score -224370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -224446.312500 Penalty: 2776.999512
	Iteration 14Q: 3 clusters Score -224446.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -224490.328125 Penalty: 2776.999512
	Iteration 15Q: 3 clusters Score -224490.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -224523.796875 Penalty: 2776.999512
	Iteration 16Q: 3 clusters Score -224523.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -224561.593750 Penalty: 2776.999512
	Iteration 17Q: 3 clusters Score -224561.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -224587.703125 Penalty: 2776.999512
	Iteration 18Q: 3 clusters Score -224587.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -224604.250000 Penalty: 2776.999512
	Iteration 19Q: 3 clusters Score -224604.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -224615.234375 Penalty: 2776.999512
	Iteration 20F: 3 clusters Score -224615.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -224622.015625 Penalty: 2776.999512
	Iteration 21Q: 3 clusters Score -224622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -224632.140625 Penalty: 2776.999512
	Iteration 22Q: 3 clusters Score -224632.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -224639.781250 Penalty: 2776.999512
	Iteration 23Q: 3 clusters Score -224639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -224643.921875 Penalty: 2776.999512
	Iteration 24Q: 3 clusters Score -224643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -224649.062500 Penalty: 2776.999512
	Iteration 25Q: 3 clusters Score -224649.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -224654.937500 Penalty: 2776.999512
	Iteration 26Q: 3 clusters Score -224654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -224660.734375 Penalty: 2776.999512
	Iteration 27Q: 3 clusters Score -224660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -224661.375000 Penalty: 2776.999512
	Iteration 28Q: 3 clusters Score -224661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -224663.328125 Penalty: 2776.999512
	Iteration 29Q: 3 clusters Score -224663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -224664.078125 Penalty: 2776.999512
	Iteration 30Q: 3 clusters Score -224664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -224665.343750 Penalty: 2776.999512
	Iteration 31Q: 3 clusters Score -224665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -224665.250000 Penalty: 2776.999512
	Iteration 32Q: 3 clusters Score -224665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -224665.250000 Penalty: 2776.999512
	Iteration 33F: 3 clusters Score -224665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -658637.437500 Penalty: 1538.474854
	Iteration 0F: 2 clusters Score -658637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -649555.062500 Penalty: 3076.949707
	Iteration 0F: 3 clusters Score -649555.1 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -652549.625000 Penalty: 3076.949707
	Iteration 1F: 3 clusters Score -652549.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -652788.937500 Penalty: 3076.949707
	Iteration 2F: 3 clusters Score -652788.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -652968.437500 Penalty: 3076.949707
	Iteration 3Q: 3 clusters Score -652968.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -653164.500000 Penalty: 3076.949707
	Iteration 4Q: 3 clusters Score -653164.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -653445.250000 Penalty: 3076.949707
	Iteration 5Q: 3 clusters Score -653445.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -653853.250000 Penalty: 3076.949707
	Iteration 6F: 3 clusters Score -653853.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -654477.375000 Penalty: 3076.949707
	Iteration 7F: 3 clusters Score -654477.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -655256.125000 Penalty: 3076.949707
	Iteration 8F: 3 clusters Score -655256.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -656087.187500 Penalty: 3076.949707
	Iteration 9F: 3 clusters Score -656087.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -656767.000000 Penalty: 3076.949707
	Iteration 10F: 3 clusters Score -656767 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -657212.187500 Penalty: 3076.949707
	Iteration 11Q: 3 clusters Score -657212.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -657455.500000 Penalty: 3076.949707
	Iteration 12Q: 3 clusters Score -657455.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -657564.000000 Penalty: 3076.949707
	Iteration 13Q: 3 clusters Score -657564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -657619.562500 Penalty: 3076.949707
	Iteration 14Q: 3 clusters Score -657619.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -657643.937500 Penalty: 3076.949707
	Iteration 15Q: 3 clusters Score -657643.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -657657.062500 Penalty: 3076.949707
	Iteration 16Q: 3 clusters Score -657657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -657662.437500 Penalty: 3076.949707
	Iteration 17Q: 3 clusters Score -657662.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -657670.562500 Penalty: 3076.949707
	Iteration 18Q: 3 clusters Score -657670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -657672.062500 Penalty: 3076.949707
	Iteration 19Q: 3 clusters Score -657672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -657677.125000 Penalty: 3076.949707
	Iteration 20F: 3 clusters Score -657677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -657678.125000 Penalty: 3076.949707
	Iteration 21Q: 3 clusters Score -657678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -657680.312500 Penalty: 3076.949707
	Iteration 22Q: 3 clusters Score -657680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -657681.812500 Penalty: 3076.949707
	Iteration 23Q: 3 clusters Score -657681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -657681.937500 Penalty: 3076.949707
	Iteration 24Q: 3 clusters Score -657681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -657682.625000 Penalty: 3076.949707
	Iteration 25Q: 3 clusters Score -657682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -657682.625000 Penalty: 3076.949707
	Iteration 26F: 3 clusters Score -657682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (444276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444276 members 
Entering Unmasked Estep 
Score: -20951530.000000 Penalty: 2113.182617
	Iteration 0F: 2 clusters Score -2.095153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221518 members 
Mstep: Class 2 contains 222758 members 
Entering Unmasked Estep 
Score: -20650396.000000 Penalty: 4226.365234
	Iteration 0F: 3 clusters Score -2.06504e+07 nChanged 217433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196325 members 
Mstep: Class 2 contains 247951 members 
Entering Unmasked Estep 
Score: -20785562.000000 Penalty: 4226.365234
	Iteration 1F: 3 clusters Score -2.078556e+07 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180869 members 
Mstep: Class 2 contains 263407 members 
Entering Unmasked Estep 
Score: -20793476.000000 Penalty: 4226.365234
	Iteration 2Q: 3 clusters Score -2.079348e+07 nChanged 25496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 285697 members 
Entering Unmasked Estep 
Score: -20807190.000000 Penalty: 4226.365234
	Iteration 3F: 3 clusters Score -2.080719e+07 nChanged 31904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128439 members 
Mstep: Class 2 contains 315837 members 
Entering Unmasked Estep 
Score: -20830058.000000 Penalty: 4226.365234
	Iteration 4F: 3 clusters Score -2.083006e+07 nChanged 36570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 351717 members 
Entering Unmasked Estep 
Score: -20861840.000000 Penalty: 4226.365234
	Iteration 5F: 3 clusters Score -2.086184e+07 nChanged 35732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 387299 members 
Entering Unmasked Estep 
Score: -20896472.000000 Penalty: 4226.365234
	Iteration 6F: 3 clusters Score -2.089647e+07 nChanged 27313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 414604 members 
Entering Unmasked Estep 
Score: -20923422.000000 Penalty: 4226.365234
	Iteration 7F: 3 clusters Score -2.092342e+07 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 430689 members 
Entering Unmasked Estep 
Score: -20938980.000000 Penalty: 4226.365234
	Iteration 8Q: 3 clusters Score -2.093898e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 438309 members 
Entering Unmasked Estep 
Score: -20945852.000000 Penalty: 4226.365234
	Iteration 9Q: 3 clusters Score -2.094585e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 441324 members 
Entering Unmasked Estep 
Score: -20948546.000000 Penalty: 4226.365234
	Iteration 10Q: 3 clusters Score -2.094855e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 442375 members 
Entering Unmasked Estep 
Score: -20949524.000000 Penalty: 4226.365234
	Iteration 11Q: 3 clusters Score -2.094952e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 442751 members 
Entering Unmasked Estep 
Score: -20949960.000000 Penalty: 4226.365234
	Iteration 12Q: 3 clusters Score -2.094996e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 442888 members 
Entering Unmasked Estep 
Score: -20950168.000000 Penalty: 4226.365234
	Iteration 13Q: 3 clusters Score -2.095017e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 442977 members 
Entering Unmasked Estep 
Score: -20950276.000000 Penalty: 4226.365234
	Iteration 14Q: 3 clusters Score -2.095028e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 443025 members 
Entering Unmasked Estep 
Score: -20950376.000000 Penalty: 4226.365234
	Iteration 15Q: 3 clusters Score -2.095038e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 443044 members 
Entering Unmasked Estep 
Score: -20950456.000000 Penalty: 4226.365234
	Iteration 16Q: 3 clusters Score -2.095046e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 443065 members 
Entering Unmasked Estep 
Score: -20950430.000000 Penalty: 4226.365234
	Iteration 17Q: 3 clusters Score -2.095043e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 443070 members 
Entering Unmasked Estep 
Score: -20950460.000000 Penalty: 4226.365234
	Iteration 18Q: 3 clusters Score -2.095046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 443067 members 
Entering Unmasked Estep 
Score: -20950480.000000 Penalty: 4226.365234
	Iteration 19Q: 3 clusters Score -2.095048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 443073 members 
Entering Unmasked Estep 
Score: -20950472.000000 Penalty: 4226.365234
	Iteration 20F: 3 clusters Score -2.095047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 443078 members 
Entering Unmasked Estep 
Score: -20950474.000000 Penalty: 4226.365234
	Iteration 21Q: 3 clusters Score -2.095047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 443078 members 
Entering Unmasked Estep 
Score: -20950464.000000 Penalty: 4226.365234
	Iteration 22Q: 3 clusters Score -2.095046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 443076 members 
Entering Unmasked Estep 
Score: -20950468.000000 Penalty: 4226.365234
	Iteration 23Q: 3 clusters Score -2.095047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 443079 members 
Entering Unmasked Estep 
Score: -20950482.000000 Penalty: 4226.365234
	Iteration 24Q: 3 clusters Score -2.095048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 443078 members 
Entering Unmasked Estep 
Score: -20950498.000000 Penalty: 4226.365234
	Iteration 25Q: 3 clusters Score -2.09505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 443077 members 
Entering Unmasked Estep 
Score: -20950500.000000 Penalty: 4226.365234
	Iteration 26Q: 3 clusters Score -2.09505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 443074 members 
Entering Unmasked Estep 
Score: -20950500.000000 Penalty: 4226.365234
	Iteration 27Q: 3 clusters Score -2.09505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 443067 members 
Entering Unmasked Estep 
Score: -20950506.000000 Penalty: 4226.365234
	Iteration 28Q: 3 clusters Score -2.095051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 443065 members 
Entering Unmasked Estep 
Score: -20950518.000000 Penalty: 4226.365234
	Iteration 29Q: 3 clusters Score -2.095052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 443059 members 
Entering Unmasked Estep 
Score: -20950496.000000 Penalty: 4226.365234
	Iteration 30Q: 3 clusters Score -2.09505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 443057 members 
Entering Unmasked Estep 
Score: -20950492.000000 Penalty: 4226.365234
	Iteration 31Q: 3 clusters Score -2.095049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 443057 members 
Entering Unmasked Estep 
Score: -20950490.000000 Penalty: 4226.365234
	Iteration 32Q: 3 clusters Score -2.095049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 443056 members 
Entering Unmasked Estep 
Score: -20950492.000000 Penalty: 4226.365234
	Iteration 33Q: 3 clusters Score -2.095049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 443054 members 
Entering Unmasked Estep 
Score: -20950500.000000 Penalty: 4226.365234
	Iteration 34Q: 3 clusters Score -2.09505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 443053 members 
Entering Unmasked Estep 
Score: -20950494.000000 Penalty: 4226.365234
	Iteration 35Q: 3 clusters Score -2.095049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 443052 members 
Entering Unmasked Estep 
Score: -20950498.000000 Penalty: 4226.365234
	Iteration 36Q: 3 clusters Score -2.09505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 443052 members 
Entering Unmasked Estep 
Score: -20950498.000000 Penalty: 4226.365234
	Iteration 37F: 3 clusters Score -2.09505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -27370.312500 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -27370.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26229.804688 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -26229.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26412.537109 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -26412.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26452.685547 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -26452.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26478.273438 Penalty: 2074.090088
	Iteration 3Q: 3 clusters Score -26478.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26489.748047 Penalty: 2074.090088
	Iteration 4Q: 3 clusters Score -26489.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26497.892578 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -26497.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26500.392578 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -26500.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26503.994141 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -26503.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26506.837891 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -26506.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26508.376953 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -26508.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26508.376953 Penalty: 2074.090088
	Iteration 10F: 3 clusters Score -26508.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207865 members 
Entering Unmasked Estep 
Score: -10168339.000000 Penalty: 1989.754639
	Iteration 0F: 2 clusters Score -1.016834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -10028223.000000 Penalty: 3979.509277
	Iteration 0F: 3 clusters Score -1.002822e+07 nChanged 100919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 111927 members 
Entering Unmasked Estep 
Score: -10088612.000000 Penalty: 3979.509277
	Iteration 1F: 3 clusters Score -1.008861e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -10090235.000000 Penalty: 3979.509277
	Iteration 2Q: 3 clusters Score -1.009024e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -10093237.000000 Penalty: 3979.509277
	Iteration 3Q: 3 clusters Score -1.009324e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 135700 members 
Entering Unmasked Estep 
Score: -10099585.000000 Penalty: 3979.509277
	Iteration 4F: 3 clusters Score -1.009958e+07 nChanged 16214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -10111633.000000 Penalty: 3979.509277
	Iteration 5F: 3 clusters Score -1.011163e+07 nChanged 19865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -10130066.000000 Penalty: 3979.509277
	Iteration 6F: 3 clusters Score -1.013007e+07 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 189960 members 
Entering Unmasked Estep 
Score: -10148986.000000 Penalty: 3979.509277
	Iteration 7F: 3 clusters Score -1.014899e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 201292 members 
Entering Unmasked Estep 
Score: -10160521.000000 Penalty: 3979.509277
	Iteration 8F: 3 clusters Score -1.016052e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 205816 members 
Entering Unmasked Estep 
Score: -10164815.000000 Penalty: 3979.509277
	Iteration 9Q: 3 clusters Score -1.016482e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 207195 members 
Entering Unmasked Estep 
Score: -10166087.000000 Penalty: 3979.509277
	Iteration 10Q: 3 clusters Score -1.016609e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 207543 members 
Entering Unmasked Estep 
Score: -10166422.000000 Penalty: 3979.509277
	Iteration 11Q: 3 clusters Score -1.016642e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207647 members 
Entering Unmasked Estep 
Score: -10166554.000000 Penalty: 3979.509277
	Iteration 12Q: 3 clusters Score -1.016655e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207677 members 
Entering Unmasked Estep 
Score: -10166611.000000 Penalty: 3979.509277
	Iteration 13Q: 3 clusters Score -1.016661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 207690 members 
Entering Unmasked Estep 
Score: -10166661.000000 Penalty: 3979.509277
	Iteration 14Q: 3 clusters Score -1.016666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207699 members 
Entering Unmasked Estep 
Score: -10166670.000000 Penalty: 3979.509277
	Iteration 15Q: 3 clusters Score -1.016667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207699 members 
Entering Unmasked Estep 
Score: -10166690.000000 Penalty: 3979.509277
	Iteration 16Q: 3 clusters Score -1.016669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 207697 members 
Entering Unmasked Estep 
Score: -10166691.000000 Penalty: 3979.509277
	Iteration 17Q: 3 clusters Score -1.016669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207695 members 
Entering Unmasked Estep 
Score: -10166695.000000 Penalty: 3979.509277
	Iteration 18Q: 3 clusters Score -1.01667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 207694 members 
Entering Unmasked Estep 
Score: -10166695.000000 Penalty: 3979.509277
	Iteration 19Q: 3 clusters Score -1.01667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207696 members 
Entering Unmasked Estep 
Score: -10166706.000000 Penalty: 3979.509277
	Iteration 20F: 3 clusters Score -1.016671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207696 members 
Entering Unmasked Estep 
Score: -10166701.000000 Penalty: 3979.509277
	Iteration 21Q: 3 clusters Score -1.01667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207696 members 
Entering Unmasked Estep 
Score: -10166711.000000 Penalty: 3979.509277
	Iteration 22Q: 3 clusters Score -1.016671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207696 members 
Entering Unmasked Estep 
Score: -10166711.000000 Penalty: 3979.509277
	Iteration 23F: 3 clusters Score -1.016671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Entering Unmasked Estep 
Score: -342279.875000 Penalty: 1429.454224
	Iteration 0F: 2 clusters Score -342279.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -337258.187500 Penalty: 2858.908447
	Iteration 0F: 3 clusters Score -337258.2 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -338798.187500 Penalty: 2858.908447
	Iteration 1F: 3 clusters Score -338798.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -338983.687500 Penalty: 2858.908447
	Iteration 2F: 3 clusters Score -338983.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -339125.500000 Penalty: 2858.908447
	Iteration 3Q: 3 clusters Score -339125.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -339241.468750 Penalty: 2858.908447
	Iteration 4Q: 3 clusters Score -339241.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -339354.781250 Penalty: 2858.908447
	Iteration 5Q: 3 clusters Score -339354.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -339466.750000 Penalty: 2858.908447
	Iteration 6Q: 3 clusters Score -339466.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -339583.093750 Penalty: 2858.908447
	Iteration 7Q: 3 clusters Score -339583.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -339707.156250 Penalty: 2858.908447
	Iteration 8Q: 3 clusters Score -339707.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -339833.656250 Penalty: 2858.908447
	Iteration 9Q: 3 clusters Score -339833.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -339999.156250 Penalty: 2858.908447
	Iteration 10Q: 3 clusters Score -339999.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -340166.218750 Penalty: 2858.908447
	Iteration 11Q: 3 clusters Score -340166.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -340314.500000 Penalty: 2858.908447
	Iteration 12Q: 3 clusters Score -340314.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -340459.781250 Penalty: 2858.908447
	Iteration 13Q: 3 clusters Score -340459.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -340575.843750 Penalty: 2858.908447
	Iteration 14Q: 3 clusters Score -340575.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -340670.343750 Penalty: 2858.908447
	Iteration 15Q: 3 clusters Score -340670.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -340734.906250 Penalty: 2858.908447
	Iteration 16Q: 3 clusters Score -340734.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -340787.562500 Penalty: 2858.908447
	Iteration 17Q: 3 clusters Score -340787.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -340835.843750 Penalty: 2858.908447
	Iteration 18Q: 3 clusters Score -340835.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -340872.281250 Penalty: 2858.908447
	Iteration 19Q: 3 clusters Score -340872.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -340894.250000 Penalty: 2858.908447
	Iteration 20F: 3 clusters Score -340894.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -340913.593750 Penalty: 2858.908447
	Iteration 21Q: 3 clusters Score -340913.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -340933.281250 Penalty: 2858.908447
	Iteration 22Q: 3 clusters Score -340933.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -340946.437500 Penalty: 2858.908447
	Iteration 23Q: 3 clusters Score -340946.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -340955.843750 Penalty: 2858.908447
	Iteration 24Q: 3 clusters Score -340955.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -340968.062500 Penalty: 2858.908447
	Iteration 25Q: 3 clusters Score -340968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -340975.687500 Penalty: 2858.908447
	Iteration 26Q: 3 clusters Score -340975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -340982.656250 Penalty: 2858.908447
	Iteration 27Q: 3 clusters Score -340982.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -340987.968750 Penalty: 2858.908447
	Iteration 28Q: 3 clusters Score -340988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -340993.156250 Penalty: 2858.908447
	Iteration 29Q: 3 clusters Score -340993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -340997.156250 Penalty: 2858.908447
	Iteration 30Q: 3 clusters Score -340997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -341002.718750 Penalty: 2858.908447
	Iteration 31Q: 3 clusters Score -341002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -341006.312500 Penalty: 2858.908447
	Iteration 32Q: 3 clusters Score -341006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -341009.406250 Penalty: 2858.908447
	Iteration 33Q: 3 clusters Score -341009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -341009.437500 Penalty: 2858.908447
	Iteration 34Q: 3 clusters Score -341009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -341011.250000 Penalty: 2858.908447
	Iteration 35Q: 3 clusters Score -341011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -341012.468750 Penalty: 2858.908447
	Iteration 36Q: 3 clusters Score -341012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -341013.000000 Penalty: 2858.908447
	Iteration 37Q: 3 clusters Score -341013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -341015.062500 Penalty: 2858.908447
	Iteration 38Q: 3 clusters Score -341015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -341016.687500 Penalty: 2858.908447
	Iteration 39Q: 3 clusters Score -341016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -341016.968750 Penalty: 2858.908447
	Iteration 40F: 3 clusters Score -341017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Entering Unmasked Estep 
Score: -620385.500000 Penalty: 1533.408447
	Iteration 0F: 2 clusters Score -620385.5 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 6205 members 
Entering Unmasked Estep 
Score: -611567.125000 Penalty: 3066.816895
	Iteration 0F: 3 clusters Score -611567.1 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -614503.062500 Penalty: 3066.816895
	Iteration 1F: 3 clusters Score -614503.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -614810.625000 Penalty: 3066.816895
	Iteration 2F: 3 clusters Score -614810.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -615147.875000 Penalty: 3066.816895
	Iteration 3F: 3 clusters Score -615147.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -615517.187500 Penalty: 3066.816895
	Iteration 4F: 3 clusters Score -615517.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -615965.625000 Penalty: 3066.816895
	Iteration 5F: 3 clusters Score -615965.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -616531.375000 Penalty: 3066.816895
	Iteration 6F: 3 clusters Score -616531.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -617214.125000 Penalty: 3066.816895
	Iteration 7F: 3 clusters Score -617214.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -617891.500000 Penalty: 3066.816895
	Iteration 8F: 3 clusters Score -617891.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -618397.500000 Penalty: 3066.816895
	Iteration 9Q: 3 clusters Score -618397.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -618720.437500 Penalty: 3066.816895
	Iteration 10Q: 3 clusters Score -618720.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -618899.812500 Penalty: 3066.816895
	Iteration 11Q: 3 clusters Score -618899.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -619003.375000 Penalty: 3066.816895
	Iteration 12Q: 3 clusters Score -619003.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -619063.687500 Penalty: 3066.816895
	Iteration 13Q: 3 clusters Score -619063.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -619104.625000 Penalty: 3066.816895
	Iteration 14Q: 3 clusters Score -619104.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -619133.875000 Penalty: 3066.816895
	Iteration 15Q: 3 clusters Score -619133.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -619157.437500 Penalty: 3066.816895
	Iteration 16Q: 3 clusters Score -619157.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -619172.250000 Penalty: 3066.816895
	Iteration 17Q: 3 clusters Score -619172.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -619183.125000 Penalty: 3066.816895
	Iteration 18Q: 3 clusters Score -619183.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -619198.687500 Penalty: 3066.816895
	Iteration 19Q: 3 clusters Score -619198.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -619204.062500 Penalty: 3066.816895
	Iteration 20F: 3 clusters Score -619204.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -619208.562500 Penalty: 3066.816895
	Iteration 21Q: 3 clusters Score -619208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -619212.250000 Penalty: 3066.816895
	Iteration 22Q: 3 clusters Score -619212.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -619213.937500 Penalty: 3066.816895
	Iteration 23Q: 3 clusters Score -619213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -619214.062500 Penalty: 3066.816895
	Iteration 24Q: 3 clusters Score -619214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -619215.687500 Penalty: 3066.816895
	Iteration 25Q: 3 clusters Score -619215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -619218.000000 Penalty: 3066.816895
	Iteration 26Q: 3 clusters Score -619218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -619218.625000 Penalty: 3066.816895
	Iteration 27Q: 3 clusters Score -619218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -619220.437500 Penalty: 3066.816895
	Iteration 28Q: 3 clusters Score -619220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -619219.500000 Penalty: 3066.816895
	Iteration 29Q: 3 clusters Score -619219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -619219.937500 Penalty: 3066.816895
	Iteration 30Q: 3 clusters Score -619219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -619220.937500 Penalty: 3066.816895
	Iteration 31Q: 3 clusters Score -619220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -619222.375000 Penalty: 3066.816895
	Iteration 32Q: 3 clusters Score -619222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -619222.250000 Penalty: 3066.816895
	Iteration 33Q: 3 clusters Score -619222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -619223.687500 Penalty: 3066.816895
	Iteration 34Q: 3 clusters Score -619223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -619223.687500 Penalty: 3066.816895
	Iteration 35F: 3 clusters Score -619223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Entering Unmasked Estep 
Score: -679962.937500 Penalty: 1548.204346
	Iteration 0F: 2 clusters Score -679962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -670423.687500 Penalty: 3096.408691
	Iteration 0F: 3 clusters Score -670423.7 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -673719.437500 Penalty: 3096.408691
	Iteration 1F: 3 clusters Score -673719.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -673999.000000 Penalty: 3096.408691
	Iteration 2F: 3 clusters Score -673999 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -674258.875000 Penalty: 3096.408691
	Iteration 3Q: 3 clusters Score -674258.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -674524.937500 Penalty: 3096.408691
	Iteration 4Q: 3 clusters Score -674524.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -674814.062500 Penalty: 3096.408691
	Iteration 5Q: 3 clusters Score -674814.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -675168.500000 Penalty: 3096.408691
	Iteration 6Q: 3 clusters Score -675168.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -675598.562500 Penalty: 3096.408691
	Iteration 7F: 3 clusters Score -675598.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -676134.937500 Penalty: 3096.408691
	Iteration 8F: 3 clusters Score -676134.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -676726.875000 Penalty: 3096.408691
	Iteration 9F: 3 clusters Score -676726.9 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -677404.125000 Penalty: 3096.408691
	Iteration 10F: 3 clusters Score -677404.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -677926.562500 Penalty: 3096.408691
	Iteration 11Q: 3 clusters Score -677926.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -678142.125000 Penalty: 3096.408691
	Iteration 12Q: 3 clusters Score -678142.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -678235.625000 Penalty: 3096.408691
	Iteration 13Q: 3 clusters Score -678235.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -678288.125000 Penalty: 3096.408691
	Iteration 14Q: 3 clusters Score -678288.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -678322.625000 Penalty: 3096.408691
	Iteration 15Q: 3 clusters Score -678322.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -678361.437500 Penalty: 3096.408691
	Iteration 16Q: 3 clusters Score -678361.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -678381.062500 Penalty: 3096.408691
	Iteration 17Q: 3 clusters Score -678381.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -678399.250000 Penalty: 3096.408691
	Iteration 18Q: 3 clusters Score -678399.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -678414.750000 Penalty: 3096.408691
	Iteration 19Q: 3 clusters Score -678414.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -678428.125000 Penalty: 3096.408691
	Iteration 20F: 3 clusters Score -678428.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -678440.062500 Penalty: 3096.408691
	Iteration 21Q: 3 clusters Score -678440.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -678448.812500 Penalty: 3096.408691
	Iteration 22Q: 3 clusters Score -678448.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -678456.125000 Penalty: 3096.408691
	Iteration 23Q: 3 clusters Score -678456.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -678466.437500 Penalty: 3096.408691
	Iteration 24Q: 3 clusters Score -678466.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -678473.562500 Penalty: 3096.408691
	Iteration 25Q: 3 clusters Score -678473.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -678484.562500 Penalty: 3096.408691
	Iteration 26Q: 3 clusters Score -678484.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -678494.375000 Penalty: 3096.408691
	Iteration 27Q: 3 clusters Score -678494.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -678503.750000 Penalty: 3096.408691
	Iteration 28Q: 3 clusters Score -678503.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -678509.687500 Penalty: 3096.408691
	Iteration 29Q: 3 clusters Score -678509.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -678521.000000 Penalty: 3096.408691
	Iteration 30Q: 3 clusters Score -678521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -678525.437500 Penalty: 3096.408691
	Iteration 31Q: 3 clusters Score -678525.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -678532.562500 Penalty: 3096.408691
	Iteration 32Q: 3 clusters Score -678532.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -678544.250000 Penalty: 3096.408691
	Iteration 33Q: 3 clusters Score -678544.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -678553.125000 Penalty: 3096.408691
	Iteration 34Q: 3 clusters Score -678553.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -678562.062500 Penalty: 3096.408691
	Iteration 35Q: 3 clusters Score -678562.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -678570.812500 Penalty: 3096.408691
	Iteration 36Q: 3 clusters Score -678570.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -678575.125000 Penalty: 3096.408691
	Iteration 37Q: 3 clusters Score -678575.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -678585.000000 Penalty: 3096.408691
	Iteration 38Q: 3 clusters Score -678585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -678595.312500 Penalty: 3096.408691
	Iteration 39Q: 3 clusters Score -678595.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -678606.812500 Penalty: 3096.408691
	Iteration 40F: 3 clusters Score -678606.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -678613.625000 Penalty: 3096.408691
	Iteration 41Q: 3 clusters Score -678613.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -678619.937500 Penalty: 3096.408691
	Iteration 42Q: 3 clusters Score -678619.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -678631.437500 Penalty: 3096.408691
	Iteration 43Q: 3 clusters Score -678631.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -678643.375000 Penalty: 3096.408691
	Iteration 44Q: 3 clusters Score -678643.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -678652.250000 Penalty: 3096.408691
	Iteration 45Q: 3 clusters Score -678652.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -678664.062500 Penalty: 3096.408691
	Iteration 46Q: 3 clusters Score -678664.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -678673.812500 Penalty: 3096.408691
	Iteration 47Q: 3 clusters Score -678673.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -678683.375000 Penalty: 3096.408691
	Iteration 48Q: 3 clusters Score -678683.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -678695.250000 Penalty: 3096.408691
	Iteration 49Q: 3 clusters Score -678695.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -678702.750000 Penalty: 3096.408691
	Iteration 50Q: 3 clusters Score -678702.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -678708.375000 Penalty: 3096.408691
	Iteration 51Q: 3 clusters Score -678708.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -678714.625000 Penalty: 3096.408691
	Iteration 52Q: 3 clusters Score -678714.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -678716.625000 Penalty: 3096.408691
	Iteration 53Q: 3 clusters Score -678716.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -678721.187500 Penalty: 3096.408691
	Iteration 54Q: 3 clusters Score -678721.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -678728.312500 Penalty: 3096.408691
	Iteration 55Q: 3 clusters Score -678728.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -678733.250000 Penalty: 3096.408691
	Iteration 56Q: 3 clusters Score -678733.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -678738.375000 Penalty: 3096.408691
	Iteration 57Q: 3 clusters Score -678738.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -678743.875000 Penalty: 3096.408691
	Iteration 58Q: 3 clusters Score -678743.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -678751.500000 Penalty: 3096.408691
	Iteration 59Q: 3 clusters Score -678751.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -678757.437500 Penalty: 3096.408691
	Iteration 60F: 3 clusters Score -678757.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -678764.062500 Penalty: 3096.408691
	Iteration 61Q: 3 clusters Score -678764.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -678767.125000 Penalty: 3096.408691
	Iteration 62Q: 3 clusters Score -678767.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -678770.375000 Penalty: 3096.408691
	Iteration 63Q: 3 clusters Score -678770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -678771.750000 Penalty: 3096.408691
	Iteration 64Q: 3 clusters Score -678771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -678775.875000 Penalty: 3096.408691
	Iteration 65Q: 3 clusters Score -678775.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -678780.875000 Penalty: 3096.408691
	Iteration 66Q: 3 clusters Score -678780.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -678787.375000 Penalty: 3096.408691
	Iteration 67Q: 3 clusters Score -678787.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -678793.437500 Penalty: 3096.408691
	Iteration 68Q: 3 clusters Score -678793.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -678795.687500 Penalty: 3096.408691
	Iteration 69Q: 3 clusters Score -678795.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -678796.500000 Penalty: 3096.408691
	Iteration 70Q: 3 clusters Score -678796.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -678801.437500 Penalty: 3096.408691
	Iteration 71Q: 3 clusters Score -678801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -678802.562500 Penalty: 3096.408691
	Iteration 72Q: 3 clusters Score -678802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -678805.750000 Penalty: 3096.408691
	Iteration 73Q: 3 clusters Score -678805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -678807.062500 Penalty: 3096.408691
	Iteration 74Q: 3 clusters Score -678807.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -678810.875000 Penalty: 3096.408691
	Iteration 75Q: 3 clusters Score -678810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -678813.000000 Penalty: 3096.408691
	Iteration 76Q: 3 clusters Score -678813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -678813.687500 Penalty: 3096.408691
	Iteration 77Q: 3 clusters Score -678813.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -678815.375000 Penalty: 3096.408691
	Iteration 78Q: 3 clusters Score -678815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -678815.875000 Penalty: 3096.408691
	Iteration 79Q: 3 clusters Score -678815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -678817.125000 Penalty: 3096.408691
	Iteration 80F: 3 clusters Score -678817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -678816.625000 Penalty: 3096.408691
	Iteration 81Q: 3 clusters Score -678816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -678817.500000 Penalty: 3096.408691
	Iteration 82Q: 3 clusters Score -678817.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -678820.812500 Penalty: 3096.408691
	Iteration 83Q: 3 clusters Score -678820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -678824.625000 Penalty: 3096.408691
	Iteration 84Q: 3 clusters Score -678824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -678827.500000 Penalty: 3096.408691
	Iteration 85Q: 3 clusters Score -678827.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -678829.187500 Penalty: 3096.408691
	Iteration 86Q: 3 clusters Score -678829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -678830.375000 Penalty: 3096.408691
	Iteration 87Q: 3 clusters Score -678830.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -678831.750000 Penalty: 3096.408691
	Iteration 88Q: 3 clusters Score -678831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -678833.312500 Penalty: 3096.408691
	Iteration 89Q: 3 clusters Score -678833.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -678834.250000 Penalty: 3096.408691
	Iteration 90Q: 3 clusters Score -678834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -678837.687500 Penalty: 3096.408691
	Iteration 91Q: 3 clusters Score -678837.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -678841.437500 Penalty: 3096.408691
	Iteration 92Q: 3 clusters Score -678841.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -678845.812500 Penalty: 3096.408691
	Iteration 93Q: 3 clusters Score -678845.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -678845.375000 Penalty: 3096.408691
	Iteration 94Q: 3 clusters Score -678845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -678847.812500 Penalty: 3096.408691
	Iteration 95Q: 3 clusters Score -678847.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -678849.062500 Penalty: 3096.408691
	Iteration 96Q: 3 clusters Score -678849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -678851.375000 Penalty: 3096.408691
	Iteration 97Q: 3 clusters Score -678851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -678852.437500 Penalty: 3096.408691
	Iteration 98Q: 3 clusters Score -678852.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -678855.187500 Penalty: 3096.408691
	Iteration 99Q: 3 clusters Score -678855.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -678857.437500 Penalty: 3096.408691
	Iteration 100F: 3 clusters Score -678857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -678860.000000 Penalty: 3096.408691
	Iteration 101Q: 3 clusters Score -678860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -678861.125000 Penalty: 3096.408691
	Iteration 102Q: 3 clusters Score -678861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -678862.250000 Penalty: 3096.408691
	Iteration 103Q: 3 clusters Score -678862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -678863.625000 Penalty: 3096.408691
	Iteration 104Q: 3 clusters Score -678863.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -678866.000000 Penalty: 3096.408691
	Iteration 105Q: 3 clusters Score -678866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -678867.375000 Penalty: 3096.408691
	Iteration 106Q: 3 clusters Score -678867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -678868.312500 Penalty: 3096.408691
	Iteration 107Q: 3 clusters Score -678868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -678868.687500 Penalty: 3096.408691
	Iteration 108Q: 3 clusters Score -678868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -678871.625000 Penalty: 3096.408691
	Iteration 109Q: 3 clusters Score -678871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -678871.187500 Penalty: 3096.408691
	Iteration 110Q: 3 clusters Score -678871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -678871.250000 Penalty: 3096.408691
	Iteration 111Q: 3 clusters Score -678871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -678874.437500 Penalty: 3096.408691
	Iteration 112Q: 3 clusters Score -678874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -678874.875000 Penalty: 3096.408691
	Iteration 113Q: 3 clusters Score -678874.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -678877.125000 Penalty: 3096.408691
	Iteration 114Q: 3 clusters Score -678877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -678879.625000 Penalty: 3096.408691
	Iteration 115Q: 3 clusters Score -678879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -678878.375000 Penalty: 3096.408691
	Iteration 116Q: 3 clusters Score -678878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -678879.750000 Penalty: 3096.408691
	Iteration 117Q: 3 clusters Score -678879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -678880.125000 Penalty: 3096.408691
	Iteration 118Q: 3 clusters Score -678880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -678881.312500 Penalty: 3096.408691
	Iteration 119Q: 3 clusters Score -678881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -678881.875000 Penalty: 3096.408691
	Iteration 120F: 3 clusters Score -678881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -678882.812500 Penalty: 3096.408691
	Iteration 121Q: 3 clusters Score -678882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -678883.437500 Penalty: 3096.408691
	Iteration 122Q: 3 clusters Score -678883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -678882.562500 Penalty: 3096.408691
	Iteration 123Q: 3 clusters Score -678882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -678884.125000 Penalty: 3096.408691
	Iteration 124Q: 3 clusters Score -678884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -678886.125000 Penalty: 3096.408691
	Iteration 125Q: 3 clusters Score -678886.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -678887.812500 Penalty: 3096.408691
	Iteration 126Q: 3 clusters Score -678887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -678887.562500 Penalty: 3096.408691
	Iteration 127Q: 3 clusters Score -678887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -678888.312500 Penalty: 3096.408691
	Iteration 128Q: 3 clusters Score -678888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -678888.312500 Penalty: 3096.408691
	Iteration 129F: 3 clusters Score -678888.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Entering Unmasked Estep 
Score: -2499540.000000 Penalty: 1762.774170
	Iteration 0F: 2 clusters Score -2499540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2465108.500000 Penalty: 3525.548340
	Iteration 0F: 3 clusters Score -2465108 nChanged 24166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2479043.250000 Penalty: 3525.548340
	Iteration 1F: 3 clusters Score -2479043 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2479964.000000 Penalty: 3525.548340
	Iteration 2Q: 3 clusters Score -2479964 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2481405.250000 Penalty: 3525.548340
	Iteration 3F: 3 clusters Score -2481405 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -2483612.250000 Penalty: 3525.548340
	Iteration 4F: 3 clusters Score -2483612 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -2486499.750000 Penalty: 3525.548340
	Iteration 5F: 3 clusters Score -2486500 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -2489617.250000 Penalty: 3525.548340
	Iteration 6F: 3 clusters Score -2489617 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -2492336.000000 Penalty: 3525.548340
	Iteration 7F: 3 clusters Score -2492336 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -2494354.500000 Penalty: 3525.548340
	Iteration 8F: 3 clusters Score -2494354 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -2495596.750000 Penalty: 3525.548340
	Iteration 9Q: 3 clusters Score -2495597 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -2496370.000000 Penalty: 3525.548340
	Iteration 10Q: 3 clusters Score -2496370 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -2496889.250000 Penalty: 3525.548340
	Iteration 11Q: 3 clusters Score -2496889 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -2497245.750000 Penalty: 3525.548340
	Iteration 12Q: 3 clusters Score -2497246 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -2497536.000000 Penalty: 3525.548340
	Iteration 13Q: 3 clusters Score -2497536 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -2497760.500000 Penalty: 3525.548340
	Iteration 14Q: 3 clusters Score -2497760 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -2497937.000000 Penalty: 3525.548340
	Iteration 15Q: 3 clusters Score -2497937 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -2498117.250000 Penalty: 3525.548340
	Iteration 16Q: 3 clusters Score -2498117 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -2498272.500000 Penalty: 3525.548340
	Iteration 17Q: 3 clusters Score -2498272 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -2498410.500000 Penalty: 3525.548340
	Iteration 18Q: 3 clusters Score -2498410 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -2498526.750000 Penalty: 3525.548340
	Iteration 19Q: 3 clusters Score -2498527 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -2498631.000000 Penalty: 3525.548340
	Iteration 20F: 3 clusters Score -2498631 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -2498741.750000 Penalty: 3525.548340
	Iteration 21Q: 3 clusters Score -2498742 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -2498838.500000 Penalty: 3525.548340
	Iteration 22Q: 3 clusters Score -2498838 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -2498913.000000 Penalty: 3525.548340
	Iteration 23Q: 3 clusters Score -2498913 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -2498991.750000 Penalty: 3525.548340
	Iteration 24Q: 3 clusters Score -2498992 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -2499036.250000 Penalty: 3525.548340
	Iteration 25Q: 3 clusters Score -2499036 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -2499095.750000 Penalty: 3525.548340
	Iteration 26Q: 3 clusters Score -2499096 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -2499148.250000 Penalty: 3525.548340
	Iteration 27Q: 3 clusters Score -2499148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -2499182.750000 Penalty: 3525.548340
	Iteration 28Q: 3 clusters Score -2499183 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -2499194.250000 Penalty: 3525.548340
	Iteration 29Q: 3 clusters Score -2499194 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -2499239.000000 Penalty: 3525.548340
	Iteration 30Q: 3 clusters Score -2499239 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -2499255.750000 Penalty: 3525.548340
	Iteration 31Q: 3 clusters Score -2499256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -2499270.000000 Penalty: 3525.548340
	Iteration 32Q: 3 clusters Score -2499270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -2499280.500000 Penalty: 3525.548340
	Iteration 33Q: 3 clusters Score -2499280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -2499297.750000 Penalty: 3525.548340
	Iteration 34Q: 3 clusters Score -2499298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -2499316.500000 Penalty: 3525.548340
	Iteration 35Q: 3 clusters Score -2499316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -2499320.000000 Penalty: 3525.548340
	Iteration 36Q: 3 clusters Score -2499320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -2499325.500000 Penalty: 3525.548340
	Iteration 37Q: 3 clusters Score -2499326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -2499338.000000 Penalty: 3525.548340
	Iteration 38Q: 3 clusters Score -2499338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -2499340.250000 Penalty: 3525.548340
	Iteration 39Q: 3 clusters Score -2499340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -2499346.250000 Penalty: 3525.548340
	Iteration 40F: 3 clusters Score -2499346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -2499354.250000 Penalty: 3525.548340
	Iteration 41Q: 3 clusters Score -2499354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -2499362.750000 Penalty: 3525.548340
	Iteration 42Q: 3 clusters Score -2499363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -2499367.000000 Penalty: 3525.548340
	Iteration 43Q: 3 clusters Score -2499367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -2499375.000000 Penalty: 3525.548340
	Iteration 44Q: 3 clusters Score -2499375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -2499373.000000 Penalty: 3525.548340
	Iteration 45Q: 3 clusters Score -2499373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -2499379.500000 Penalty: 3525.548340
	Iteration 46Q: 3 clusters Score -2499380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -2499375.750000 Penalty: 3525.548340
	Iteration 47Q: 3 clusters Score -2499376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -2499377.000000 Penalty: 3525.548340
	Iteration 48Q: 3 clusters Score -2499377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -2499380.000000 Penalty: 3525.548340
	Iteration 49Q: 3 clusters Score -2499380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -2499381.750000 Penalty: 3525.548340
	Iteration 50Q: 3 clusters Score -2499382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -2499383.500000 Penalty: 3525.548340
	Iteration 51Q: 3 clusters Score -2499384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -2499382.250000 Penalty: 3525.548340
	Iteration 52Q: 3 clusters Score -2499382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -2499382.000000 Penalty: 3525.548340
	Iteration 53Q: 3 clusters Score -2499382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -2499383.750000 Penalty: 3525.548340
	Iteration 54Q: 3 clusters Score -2499384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -2499380.750000 Penalty: 3525.548340
	Iteration 55Q: 3 clusters Score -2499381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -2499385.250000 Penalty: 3525.548340
	Iteration 56Q: 3 clusters Score -2499385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -2499383.250000 Penalty: 3525.548340
	Iteration 57Q: 3 clusters Score -2499383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -2499383.250000 Penalty: 3525.548340
	Iteration 58F: 3 clusters Score -2499383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -318391.562500 Penalty: 1431.432861
	Iteration 0F: 2 clusters Score -318391.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -313288.000000 Penalty: 2862.865723
	Iteration 0F: 3 clusters Score -313288 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -314834.656250 Penalty: 2862.865723
	Iteration 1F: 3 clusters Score -314834.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -315033.125000 Penalty: 2862.865723
	Iteration 2F: 3 clusters Score -315033.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -315204.593750 Penalty: 2862.865723
	Iteration 3Q: 3 clusters Score -315204.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -315356.468750 Penalty: 2862.865723
	Iteration 4Q: 3 clusters Score -315356.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -315507.625000 Penalty: 2862.865723
	Iteration 5Q: 3 clusters Score -315507.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -315673.218750 Penalty: 2862.865723
	Iteration 6Q: 3 clusters Score -315673.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -315833.406250 Penalty: 2862.865723
	Iteration 7Q: 3 clusters Score -315833.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -315963.906250 Penalty: 2862.865723
	Iteration 8Q: 3 clusters Score -315963.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -316097.937500 Penalty: 2862.865723
	Iteration 9Q: 3 clusters Score -316097.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -316221.437500 Penalty: 2862.865723
	Iteration 10Q: 3 clusters Score -316221.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -316323.187500 Penalty: 2862.865723
	Iteration 11Q: 3 clusters Score -316323.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -316418.468750 Penalty: 2862.865723
	Iteration 12Q: 3 clusters Score -316418.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -316501.750000 Penalty: 2862.865723
	Iteration 13Q: 3 clusters Score -316501.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -316565.718750 Penalty: 2862.865723
	Iteration 14Q: 3 clusters Score -316565.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -316631.343750 Penalty: 2862.865723
	Iteration 15Q: 3 clusters Score -316631.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -316678.687500 Penalty: 2862.865723
	Iteration 16Q: 3 clusters Score -316678.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -316723.937500 Penalty: 2862.865723
	Iteration 17Q: 3 clusters Score -316723.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -316771.593750 Penalty: 2862.865723
	Iteration 18Q: 3 clusters Score -316771.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -316819.125000 Penalty: 2862.865723
	Iteration 19Q: 3 clusters Score -316819.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -316854.500000 Penalty: 2862.865723
	Iteration 20F: 3 clusters Score -316854.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -316875.281250 Penalty: 2862.865723
	Iteration 21Q: 3 clusters Score -316875.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -316890.125000 Penalty: 2862.865723
	Iteration 22Q: 3 clusters Score -316890.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -316905.250000 Penalty: 2862.865723
	Iteration 23Q: 3 clusters Score -316905.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -316925.281250 Penalty: 2862.865723
	Iteration 24Q: 3 clusters Score -316925.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -316947.875000 Penalty: 2862.865723
	Iteration 25Q: 3 clusters Score -316947.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -316973.281250 Penalty: 2862.865723
	Iteration 26Q: 3 clusters Score -316973.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -316995.593750 Penalty: 2862.865723
	Iteration 27Q: 3 clusters Score -316995.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -317014.593750 Penalty: 2862.865723
	Iteration 28Q: 3 clusters Score -317014.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -317027.500000 Penalty: 2862.865723
	Iteration 29Q: 3 clusters Score -317027.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -317042.656250 Penalty: 2862.865723
	Iteration 30Q: 3 clusters Score -317042.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -317066.062500 Penalty: 2862.865723
	Iteration 31Q: 3 clusters Score -317066.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -317090.718750 Penalty: 2862.865723
	Iteration 32Q: 3 clusters Score -317090.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -317111.593750 Penalty: 2862.865723
	Iteration 33Q: 3 clusters Score -317111.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -317132.468750 Penalty: 2862.865723
	Iteration 34Q: 3 clusters Score -317132.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -317149.406250 Penalty: 2862.865723
	Iteration 35Q: 3 clusters Score -317149.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -317161.593750 Penalty: 2862.865723
	Iteration 36Q: 3 clusters Score -317161.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -317172.312500 Penalty: 2862.865723
	Iteration 37Q: 3 clusters Score -317172.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -317180.406250 Penalty: 2862.865723
	Iteration 38Q: 3 clusters Score -317180.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -317189.156250 Penalty: 2862.865723
	Iteration 39Q: 3 clusters Score -317189.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -317196.031250 Penalty: 2862.865723
	Iteration 40F: 3 clusters Score -317196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -317203.312500 Penalty: 2862.865723
	Iteration 41Q: 3 clusters Score -317203.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -317213.562500 Penalty: 2862.865723
	Iteration 42Q: 3 clusters Score -317213.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -317222.812500 Penalty: 2862.865723
	Iteration 43Q: 3 clusters Score -317222.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -317229.250000 Penalty: 2862.865723
	Iteration 44Q: 3 clusters Score -317229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -317234.406250 Penalty: 2862.865723
	Iteration 45Q: 3 clusters Score -317234.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -317242.468750 Penalty: 2862.865723
	Iteration 46Q: 3 clusters Score -317242.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -317249.312500 Penalty: 2862.865723
	Iteration 47Q: 3 clusters Score -317249.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -317253.062500 Penalty: 2862.865723
	Iteration 48Q: 3 clusters Score -317253.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -317257.000000 Penalty: 2862.865723
	Iteration 49Q: 3 clusters Score -317257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -317258.218750 Penalty: 2862.865723
	Iteration 50Q: 3 clusters Score -317258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -317258.812500 Penalty: 2862.865723
	Iteration 51Q: 3 clusters Score -317258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -317260.312500 Penalty: 2862.865723
	Iteration 52Q: 3 clusters Score -317260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -317259.406250 Penalty: 2862.865723
	Iteration 53Q: 3 clusters Score -317259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -317259.406250 Penalty: 2862.865723
	Iteration 54Q: 3 clusters Score -317259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -317260.875000 Penalty: 2862.865723
	Iteration 55Q: 3 clusters Score -317260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -317260.375000 Penalty: 2862.865723
	Iteration 56Q: 3 clusters Score -317260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -317261.250000 Penalty: 2862.865723
	Iteration 57Q: 3 clusters Score -317261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -317261.906250 Penalty: 2862.865723
	Iteration 58Q: 3 clusters Score -317261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -317261.812500 Penalty: 2862.865723
	Iteration 59Q: 3 clusters Score -317261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -317264.562500 Penalty: 2862.865723
	Iteration 60F: 3 clusters Score -317264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -317264.718750 Penalty: 2862.865723
	Iteration 61Q: 3 clusters Score -317264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -317264.781250 Penalty: 2862.865723
	Iteration 62Q: 3 clusters Score -317264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -317266.906250 Penalty: 2862.865723
	Iteration 63Q: 3 clusters Score -317266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -317270.156250 Penalty: 2862.865723
	Iteration 64Q: 3 clusters Score -317270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -317272.625000 Penalty: 2862.865723
	Iteration 65Q: 3 clusters Score -317272.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -317275.000000 Penalty: 2862.865723
	Iteration 66Q: 3 clusters Score -317275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -317276.781250 Penalty: 2862.865723
	Iteration 67Q: 3 clusters Score -317276.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -317279.281250 Penalty: 2862.865723
	Iteration 68Q: 3 clusters Score -317279.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -317282.218750 Penalty: 2862.865723
	Iteration 69Q: 3 clusters Score -317282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -317286.312500 Penalty: 2862.865723
	Iteration 70Q: 3 clusters Score -317286.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -317287.281250 Penalty: 2862.865723
	Iteration 71Q: 3 clusters Score -317287.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -317289.687500 Penalty: 2862.865723
	Iteration 72Q: 3 clusters Score -317289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -317290.750000 Penalty: 2862.865723
	Iteration 73Q: 3 clusters Score -317290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -317292.781250 Penalty: 2862.865723
	Iteration 74Q: 3 clusters Score -317292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -317294.531250 Penalty: 2862.865723
	Iteration 75Q: 3 clusters Score -317294.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -317295.312500 Penalty: 2862.865723
	Iteration 76Q: 3 clusters Score -317295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -317296.031250 Penalty: 2862.865723
	Iteration 77Q: 3 clusters Score -317296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -317297.343750 Penalty: 2862.865723
	Iteration 78Q: 3 clusters Score -317297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -317297.375000 Penalty: 2862.865723
	Iteration 79Q: 3 clusters Score -317297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -317297.875000 Penalty: 2862.865723
	Iteration 80F: 3 clusters Score -317297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -317298.343750 Penalty: 2862.865723
	Iteration 81Q: 3 clusters Score -317298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -317298.343750 Penalty: 2862.865723
	Iteration 82F: 3 clusters Score -317298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -266787.625000 Penalty: 1398.464600
	Iteration 0F: 2 clusters Score -266787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -262470.562500 Penalty: 2796.929199
	Iteration 0F: 3 clusters Score -262470.6 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -263741.093750 Penalty: 2796.929199
	Iteration 1F: 3 clusters Score -263741.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -264022.875000 Penalty: 2796.929199
	Iteration 2F: 3 clusters Score -264022.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -264263.625000 Penalty: 2796.929199
	Iteration 3F: 3 clusters Score -264263.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -264457.250000 Penalty: 2796.929199
	Iteration 4F: 3 clusters Score -264457.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -264642.062500 Penalty: 2796.929199
	Iteration 5F: 3 clusters Score -264642.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -264778.437500 Penalty: 2796.929199
	Iteration 6Q: 3 clusters Score -264778.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -264885.250000 Penalty: 2796.929199
	Iteration 7Q: 3 clusters Score -264885.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -264993.562500 Penalty: 2796.929199
	Iteration 8Q: 3 clusters Score -264993.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -265075.000000 Penalty: 2796.929199
	Iteration 9Q: 3 clusters Score -265075 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -265126.125000 Penalty: 2796.929199
	Iteration 10Q: 3 clusters Score -265126.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -265173.500000 Penalty: 2796.929199
	Iteration 11Q: 3 clusters Score -265173.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -265221.781250 Penalty: 2796.929199
	Iteration 12Q: 3 clusters Score -265221.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -265252.750000 Penalty: 2796.929199
	Iteration 13Q: 3 clusters Score -265252.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -265277.812500 Penalty: 2796.929199
	Iteration 14Q: 3 clusters Score -265277.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -265295.000000 Penalty: 2796.929199
	Iteration 15Q: 3 clusters Score -265295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -265321.843750 Penalty: 2796.929199
	Iteration 16Q: 3 clusters Score -265321.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -265341.906250 Penalty: 2796.929199
	Iteration 17Q: 3 clusters Score -265341.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -265360.000000 Penalty: 2796.929199
	Iteration 18Q: 3 clusters Score -265360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -265375.281250 Penalty: 2796.929199
	Iteration 19Q: 3 clusters Score -265375.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -265389.656250 Penalty: 2796.929199
	Iteration 20F: 3 clusters Score -265389.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -265404.093750 Penalty: 2796.929199
	Iteration 21Q: 3 clusters Score -265404.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -265420.531250 Penalty: 2796.929199
	Iteration 22Q: 3 clusters Score -265420.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -265434.281250 Penalty: 2796.929199
	Iteration 23Q: 3 clusters Score -265434.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -265449.500000 Penalty: 2796.929199
	Iteration 24Q: 3 clusters Score -265449.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -265464.531250 Penalty: 2796.929199
	Iteration 25Q: 3 clusters Score -265464.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -265481.281250 Penalty: 2796.929199
	Iteration 26Q: 3 clusters Score -265481.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -265493.281250 Penalty: 2796.929199
	Iteration 27Q: 3 clusters Score -265493.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -265505.875000 Penalty: 2796.929199
	Iteration 28Q: 3 clusters Score -265505.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -265514.593750 Penalty: 2796.929199
	Iteration 29Q: 3 clusters Score -265514.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -265525.843750 Penalty: 2796.929199
	Iteration 30Q: 3 clusters Score -265525.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -265535.093750 Penalty: 2796.929199
	Iteration 31Q: 3 clusters Score -265535.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -265545.687500 Penalty: 2796.929199
	Iteration 32Q: 3 clusters Score -265545.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -265559.250000 Penalty: 2796.929199
	Iteration 33Q: 3 clusters Score -265559.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -265572.875000 Penalty: 2796.929199
	Iteration 34Q: 3 clusters Score -265572.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -265589.375000 Penalty: 2796.929199
	Iteration 35Q: 3 clusters Score -265589.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -265606.031250 Penalty: 2796.929199
	Iteration 36Q: 3 clusters Score -265606 nChanged 51
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: -265622.218750 Penalty: 2796.929199
	Iteration 37Q: 3 clusters Score -265622.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -265635.281250 Penalty: 2796.929199
	Iteration 38Q: 3 clusters Score -265635.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -265647.375000 Penalty: 2796.929199
	Iteration 39Q: 3 clusters Score -265647.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -265656.843750 Penalty: 2796.929199
	Iteration 40F: 3 clusters Score -265656.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -265662.312500 Penalty: 2796.929199
	Iteration 41Q: 3 clusters Score -265662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -265666.437500 Penalty: 2796.929199
	Iteration 42Q: 3 clusters Score -265666.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -265669.343750 Penalty: 2796.929199
	Iteration 43Q: 3 clusters Score -265669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -265671.250000 Penalty: 2796.929199
	Iteration 44Q: 3 clusters Score -265671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -265672.062500 Penalty: 2796.929199
	Iteration 45Q: 3 clusters Score -265672.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -265673.500000 Penalty: 2796.929199
	Iteration 46Q: 3 clusters Score -265673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -265675.031250 Penalty: 2796.929199
	Iteration 47Q: 3 clusters Score -265675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -265676.875000 Penalty: 2796.929199
	Iteration 48Q: 3 clusters Score -265676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -265679.031250 Penalty: 2796.929199
	Iteration 49Q: 3 clusters Score -265679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -265682.937500 Penalty: 2796.929199
	Iteration 50Q: 3 clusters Score -265682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -265685.062500 Penalty: 2796.929199
	Iteration 51Q: 3 clusters Score -265685.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -265686.562500 Penalty: 2796.929199
	Iteration 52Q: 3 clusters Score -265686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -265688.468750 Penalty: 2796.929199
	Iteration 53Q: 3 clusters Score -265688.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -265690.062500 Penalty: 2796.929199
	Iteration 54Q: 3 clusters Score -265690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -265690.906250 Penalty: 2796.929199
	Iteration 55Q: 3 clusters Score -265690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -265691.843750 Penalty: 2796.929199
	Iteration 56Q: 3 clusters Score -265691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -265693.593750 Penalty: 2796.929199
	Iteration 57Q: 3 clusters Score -265693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -265695.500000 Penalty: 2796.929199
	Iteration 58Q: 3 clusters Score -265695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -265695.593750 Penalty: 2796.929199
	Iteration 59Q: 3 clusters Score -265695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -265696.156250 Penalty: 2796.929199
	Iteration 60F: 3 clusters Score -265696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -265697.656250 Penalty: 2796.929199
	Iteration 61Q: 3 clusters Score -265697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -265698.687500 Penalty: 2796.929199
	Iteration 62Q: 3 clusters Score -265698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -265700.125000 Penalty: 2796.929199
	Iteration 63Q: 3 clusters Score -265700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -265701.000000 Penalty: 2796.929199
	Iteration 64Q: 3 clusters Score -265701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -265702.906250 Penalty: 2796.929199
	Iteration 65Q: 3 clusters Score -265702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -265704.531250 Penalty: 2796.929199
	Iteration 66Q: 3 clusters Score -265704.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -265706.281250 Penalty: 2796.929199
	Iteration 67Q: 3 clusters Score -265706.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -265708.593750 Penalty: 2796.929199
	Iteration 68Q: 3 clusters Score -265708.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -265710.875000 Penalty: 2796.929199
	Iteration 69Q: 3 clusters Score -265710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -265711.343750 Penalty: 2796.929199
	Iteration 70Q: 3 clusters Score -265711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -265712.781250 Penalty: 2796.929199
	Iteration 71Q: 3 clusters Score -265712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -265713.218750 Penalty: 2796.929199
	Iteration 72Q: 3 clusters Score -265713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -265713.906250 Penalty: 2796.929199
	Iteration 73Q: 3 clusters Score -265713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -265714.031250 Penalty: 2796.929199
	Iteration 74Q: 3 clusters Score -265714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -265715.281250 Penalty: 2796.929199
	Iteration 75Q: 3 clusters Score -265715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -265716.531250 Penalty: 2796.929199
	Iteration 76Q: 3 clusters Score -265716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -265718.156250 Penalty: 2796.929199
	Iteration 77Q: 3 clusters Score -265718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -265718.250000 Penalty: 2796.929199
	Iteration 78Q: 3 clusters Score -265718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -265718.687500 Penalty: 2796.929199
	Iteration 79Q: 3 clusters Score -265718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -265718.937500 Penalty: 2796.929199
	Iteration 80F: 3 clusters Score -265718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Entering Unmasked Estep 
Score: -602744.875000 Penalty: 1535.635620
	Iteration 0F: 2 clusters Score -602744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -593912.500000 Penalty: 3071.271240
	Iteration 0F: 3 clusters Score -593912.5 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -596858.812500 Penalty: 3071.271240
	Iteration 1F: 3 clusters Score -596858.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -597127.875000 Penalty: 3071.271240
	Iteration 2F: 3 clusters Score -597127.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -597393.562500 Penalty: 3071.271240
	Iteration 3Q: 3 clusters Score -597393.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -597694.937500 Penalty: 3071.271240
	Iteration 4Q: 3 clusters Score -597694.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -598032.625000 Penalty: 3071.271240
	Iteration 5Q: 3 clusters Score -598032.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -598452.375000 Penalty: 3071.271240
	Iteration 6F: 3 clusters Score -598452.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -598860.312500 Penalty: 3071.271240
	Iteration 7F: 3 clusters Score -598860.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -599274.750000 Penalty: 3071.271240
	Iteration 8F: 3 clusters Score -599274.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -599655.062500 Penalty: 3071.271240
	Iteration 9Q: 3 clusters Score -599655.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -599940.812500 Penalty: 3071.271240
	Iteration 10Q: 3 clusters Score -599940.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -600103.187500 Penalty: 3071.271240
	Iteration 11Q: 3 clusters Score -600103.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -600196.562500 Penalty: 3071.271240
	Iteration 12Q: 3 clusters Score -600196.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -600256.937500 Penalty: 3071.271240
	Iteration 13Q: 3 clusters Score -600256.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -600312.312500 Penalty: 3071.271240
	Iteration 14Q: 3 clusters Score -600312.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -600381.937500 Penalty: 3071.271240
	Iteration 15Q: 3 clusters Score -600381.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -600477.000000 Penalty: 3071.271240
	Iteration 16Q: 3 clusters Score -600477 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -600589.562500 Penalty: 3071.271240
	Iteration 17Q: 3 clusters Score -600589.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -600715.250000 Penalty: 3071.271240
	Iteration 18Q: 3 clusters Score -600715.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -600843.875000 Penalty: 3071.271240
	Iteration 19Q: 3 clusters Score -600843.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -600948.062500 Penalty: 3071.271240
	Iteration 20F: 3 clusters Score -600948.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -601028.750000 Penalty: 3071.271240
	Iteration 21Q: 3 clusters Score -601028.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -601088.062500 Penalty: 3071.271240
	Iteration 22Q: 3 clusters Score -601088.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -601131.062500 Penalty: 3071.271240
	Iteration 23Q: 3 clusters Score -601131.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -601160.875000 Penalty: 3071.271240
	Iteration 24Q: 3 clusters Score -601160.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -601187.437500 Penalty: 3071.271240
	Iteration 25Q: 3 clusters Score -601187.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -601202.062500 Penalty: 3071.271240
	Iteration 26Q: 3 clusters Score -601202.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -601219.375000 Penalty: 3071.271240
	Iteration 27Q: 3 clusters Score -601219.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -601236.562500 Penalty: 3071.271240
	Iteration 28Q: 3 clusters Score -601236.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -601256.437500 Penalty: 3071.271240
	Iteration 29Q: 3 clusters Score -601256.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -601277.625000 Penalty: 3071.271240
	Iteration 30Q: 3 clusters Score -601277.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -601291.500000 Penalty: 3071.271240
	Iteration 31Q: 3 clusters Score -601291.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -601308.375000 Penalty: 3071.271240
	Iteration 32Q: 3 clusters Score -601308.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -601322.812500 Penalty: 3071.271240
	Iteration 33Q: 3 clusters Score -601322.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -601334.625000 Penalty: 3071.271240
	Iteration 34Q: 3 clusters Score -601334.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -601348.875000 Penalty: 3071.271240
	Iteration 35Q: 3 clusters Score -601348.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -601368.500000 Penalty: 3071.271240
	Iteration 36Q: 3 clusters Score -601368.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -601390.750000 Penalty: 3071.271240
	Iteration 37Q: 3 clusters Score -601390.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -601409.625000 Penalty: 3071.271240
	Iteration 38Q: 3 clusters Score -601409.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -601428.062500 Penalty: 3071.271240
	Iteration 39Q: 3 clusters Score -601428.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -601439.750000 Penalty: 3071.271240
	Iteration 40F: 3 clusters Score -601439.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -601448.625000 Penalty: 3071.271240
	Iteration 41Q: 3 clusters Score -601448.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -601455.625000 Penalty: 3071.271240
	Iteration 42Q: 3 clusters Score -601455.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -601463.250000 Penalty: 3071.271240
	Iteration 43Q: 3 clusters Score -601463.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -601468.312500 Penalty: 3071.271240
	Iteration 44Q: 3 clusters Score -601468.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -601471.500000 Penalty: 3071.271240
	Iteration 45Q: 3 clusters Score -601471.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -601474.687500 Penalty: 3071.271240
	Iteration 46Q: 3 clusters Score -601474.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -601474.812500 Penalty: 3071.271240
	Iteration 47Q: 3 clusters Score -601474.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -601480.062500 Penalty: 3071.271240
	Iteration 48Q: 3 clusters Score -601480.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -601484.625000 Penalty: 3071.271240
	Iteration 49Q: 3 clusters Score -601484.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -601486.500000 Penalty: 3071.271240
	Iteration 50Q: 3 clusters Score -601486.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -601486.625000 Penalty: 3071.271240
	Iteration 51Q: 3 clusters Score -601486.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -601490.875000 Penalty: 3071.271240
	Iteration 52Q: 3 clusters Score -601490.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -601495.250000 Penalty: 3071.271240
	Iteration 53Q: 3 clusters Score -601495.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -601496.687500 Penalty: 3071.271240
	Iteration 54Q: 3 clusters Score -601496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -601498.500000 Penalty: 3071.271240
	Iteration 55Q: 3 clusters Score -601498.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -601503.312500 Penalty: 3071.271240
	Iteration 56Q: 3 clusters Score -601503.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -601505.500000 Penalty: 3071.271240
	Iteration 57Q: 3 clusters Score -601505.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -601508.312500 Penalty: 3071.271240
	Iteration 58Q: 3 clusters Score -601508.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -601512.250000 Penalty: 3071.271240
	Iteration 59Q: 3 clusters Score -601512.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -601512.875000 Penalty: 3071.271240
	Iteration 60F: 3 clusters Score -601512.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -601516.000000 Penalty: 3071.271240
	Iteration 61Q: 3 clusters Score -601516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -601516.562500 Penalty: 3071.271240
	Iteration 62Q: 3 clusters Score -601516.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -601520.812500 Penalty: 3071.271240
	Iteration 63Q: 3 clusters Score -601520.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -601522.500000 Penalty: 3071.271240
	Iteration 64Q: 3 clusters Score -601522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -601522.812500 Penalty: 3071.271240
	Iteration 65Q: 3 clusters Score -601522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -601524.000000 Penalty: 3071.271240
	Iteration 66Q: 3 clusters Score -601524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -601528.187500 Penalty: 3071.271240
	Iteration 67Q: 3 clusters Score -601528.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -601536.062500 Penalty: 3071.271240
	Iteration 68Q: 3 clusters Score -601536.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -601539.375000 Penalty: 3071.271240
	Iteration 69Q: 3 clusters Score -601539.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -601542.250000 Penalty: 3071.271240
	Iteration 70Q: 3 clusters Score -601542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -601548.000000 Penalty: 3071.271240
	Iteration 71Q: 3 clusters Score -601548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -601553.750000 Penalty: 3071.271240
	Iteration 72Q: 3 clusters Score -601553.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -601555.000000 Penalty: 3071.271240
	Iteration 73Q: 3 clusters Score -601555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -601557.187500 Penalty: 3071.271240
	Iteration 74Q: 3 clusters Score -601557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -601559.875000 Penalty: 3071.271240
	Iteration 75Q: 3 clusters Score -601559.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -601561.000000 Penalty: 3071.271240
	Iteration 76Q: 3 clusters Score -601561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -601564.000000 Penalty: 3071.271240
	Iteration 77Q: 3 clusters Score -601564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -601566.687500 Penalty: 3071.271240
	Iteration 78Q: 3 clusters Score -601566.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -601568.687500 Penalty: 3071.271240
	Iteration 79Q: 3 clusters Score -601568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -601570.562500 Penalty: 3071.271240
	Iteration 80F: 3 clusters Score -601570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -601572.125000 Penalty: 3071.271240
	Iteration 81Q: 3 clusters Score -601572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -601573.750000 Penalty: 3071.271240
	Iteration 82Q: 3 clusters Score -601573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -601573.750000 Penalty: 3071.271240
	Iteration 83Q: 3 clusters Score -601573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -601574.125000 Penalty: 3071.271240
	Iteration 84Q: 3 clusters Score -601574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -601575.125000 Penalty: 3071.271240
	Iteration 85Q: 3 clusters Score -601575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -601574.250000 Penalty: 3071.271240
	Iteration 86Q: 3 clusters Score -601574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -601575.812500 Penalty: 3071.271240
	Iteration 87Q: 3 clusters Score -601575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -601575.437500 Penalty: 3071.271240
	Iteration 88Q: 3 clusters Score -601575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -601576.250000 Penalty: 3071.271240
	Iteration 89Q: 3 clusters Score -601576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -601575.000000 Penalty: 3071.271240
	Iteration 90Q: 3 clusters Score -601575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -601575.000000 Penalty: 3071.271240
	Iteration 91F: 3 clusters Score -601575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -123638.359375 Penalty: 1272.637817
	Iteration 0F: 2 clusters Score -123638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -121242.468750 Penalty: 2545.275635
	Iteration 0F: 3 clusters Score -121242.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -121765.156250 Penalty: 2545.275635
	Iteration 1F: 3 clusters Score -121765.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -121853.304688 Penalty: 2545.275635
	Iteration 2F: 3 clusters Score -121853.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -121923.460938 Penalty: 2545.275635
	Iteration 3Q: 3 clusters Score -121923.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -121978.867188 Penalty: 2545.275635
	Iteration 4Q: 3 clusters Score -121978.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -122025.742188 Penalty: 2545.275635
	Iteration 5Q: 3 clusters Score -122025.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -122070.937500 Penalty: 2545.275635
	Iteration 6Q: 3 clusters Score -122070.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -122122.492188 Penalty: 2545.275635
	Iteration 7Q: 3 clusters Score -122122.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -122171.617188 Penalty: 2545.275635
	Iteration 8Q: 3 clusters Score -122171.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -122221.140625 Penalty: 2545.275635
	Iteration 9Q: 3 clusters Score -122221.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -122263.906250 Penalty: 2545.275635
	Iteration 10Q: 3 clusters Score -122263.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -122292.898438 Penalty: 2545.275635
	Iteration 11Q: 3 clusters Score -122292.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -122313.125000 Penalty: 2545.275635
	Iteration 12Q: 3 clusters Score -122313.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -122333.507812 Penalty: 2545.275635
	Iteration 13Q: 3 clusters Score -122333.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -122350.335938 Penalty: 2545.275635
	Iteration 14Q: 3 clusters Score -122350.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -122366.679688 Penalty: 2545.275635
	Iteration 15Q: 3 clusters Score -122366.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -122381.914062 Penalty: 2545.275635
	Iteration 16Q: 3 clusters Score -122381.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -122397.078125 Penalty: 2545.275635
	Iteration 17Q: 3 clusters Score -122397.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -122411.320312 Penalty: 2545.275635
	Iteration 18Q: 3 clusters Score -122411.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -122421.515625 Penalty: 2545.275635
	Iteration 19Q: 3 clusters Score -122421.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -122436.453125 Penalty: 2545.275635
	Iteration 20F: 3 clusters Score -122436.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -122450.804688 Penalty: 2545.275635
	Iteration 21Q: 3 clusters Score -122450.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -122466.296875 Penalty: 2545.275635
	Iteration 22Q: 3 clusters Score -122466.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -122477.007812 Penalty: 2545.275635
	Iteration 23Q: 3 clusters Score -122477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -122493.578125 Penalty: 2545.275635
	Iteration 24Q: 3 clusters Score -122493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122509.601562 Penalty: 2545.275635
	Iteration 25Q: 3 clusters Score -122509.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -122529.539062 Penalty: 2545.275635
	Iteration 26Q: 3 clusters Score -122529.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -122550.328125 Penalty: 2545.275635
	Iteration 27Q: 3 clusters Score -122550.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122564.710938 Penalty: 2545.275635
	Iteration 28Q: 3 clusters Score -122564.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -122576.304688 Penalty: 2545.275635
	Iteration 29Q: 3 clusters Score -122576.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -122588.835938 Penalty: 2545.275635
	Iteration 30Q: 3 clusters Score -122588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122598.562500 Penalty: 2545.275635
	Iteration 31Q: 3 clusters Score -122598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -122609.453125 Penalty: 2545.275635
	Iteration 32Q: 3 clusters Score -122609.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -122616.273438 Penalty: 2545.275635
	Iteration 33Q: 3 clusters Score -122616.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122623.929688 Penalty: 2545.275635
	Iteration 34Q: 3 clusters Score -122623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -122631.218750 Penalty: 2545.275635
	Iteration 35Q: 3 clusters Score -122631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -122636.984375 Penalty: 2545.275635
	Iteration 36Q: 3 clusters Score -122637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122641.421875 Penalty: 2545.275635
	Iteration 37Q: 3 clusters Score -122641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -122644.398438 Penalty: 2545.275635
	Iteration 38Q: 3 clusters Score -122644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122646.398438 Penalty: 2545.275635
	Iteration 39Q: 3 clusters Score -122646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122648.007812 Penalty: 2545.275635
	Iteration 40F: 3 clusters Score -122648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -122648.523438 Penalty: 2545.275635
	Iteration 41Q: 3 clusters Score -122648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -122648.523438 Penalty: 2545.275635
	Iteration 42F: 3 clusters Score -122648.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -198703.875000 Penalty: 1353.726196
	Iteration 0F: 2 clusters Score -198703.9 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 2061 members 
Entering Unmasked Estep 
Score: -195207.703125 Penalty: 2707.452393
	Iteration 0F: 3 clusters Score -195207.7 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -196107.765625 Penalty: 2707.452393
	Iteration 1F: 3 clusters Score -196107.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -196259.734375 Penalty: 2707.452393
	Iteration 2F: 3 clusters Score -196259.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -196352.468750 Penalty: 2707.452393
	Iteration 3Q: 3 clusters Score -196352.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -196421.765625 Penalty: 2707.452393
	Iteration 4Q: 3 clusters Score -196421.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -196465.468750 Penalty: 2707.452393
	Iteration 5Q: 3 clusters Score -196465.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -196503.625000 Penalty: 2707.452393
	Iteration 6Q: 3 clusters Score -196503.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -196544.109375 Penalty: 2707.452393
	Iteration 7Q: 3 clusters Score -196544.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -196575.000000 Penalty: 2707.452393
	Iteration 8Q: 3 clusters Score -196575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -196600.734375 Penalty: 2707.452393
	Iteration 9Q: 3 clusters Score -196600.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -196614.187500 Penalty: 2707.452393
	Iteration 10Q: 3 clusters Score -196614.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -196627.375000 Penalty: 2707.452393
	Iteration 11Q: 3 clusters Score -196627.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -196643.531250 Penalty: 2707.452393
	Iteration 12Q: 3 clusters Score -196643.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -196657.875000 Penalty: 2707.452393
	Iteration 13Q: 3 clusters Score -196657.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -196667.015625 Penalty: 2707.452393
	Iteration 14Q: 3 clusters Score -196667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -196674.921875 Penalty: 2707.452393
	Iteration 15Q: 3 clusters Score -196674.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -196683.453125 Penalty: 2707.452393
	Iteration 16Q: 3 clusters Score -196683.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -196692.296875 Penalty: 2707.452393
	Iteration 17Q: 3 clusters Score -196692.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -196704.156250 Penalty: 2707.452393
	Iteration 18Q: 3 clusters Score -196704.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -196719.265625 Penalty: 2707.452393
	Iteration 19Q: 3 clusters Score -196719.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -196735.437500 Penalty: 2707.452393
	Iteration 20F: 3 clusters Score -196735.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -196754.468750 Penalty: 2707.452393
	Iteration 21Q: 3 clusters Score -196754.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -196775.359375 Penalty: 2707.452393
	Iteration 22Q: 3 clusters Score -196775.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -196803.390625 Penalty: 2707.452393
	Iteration 23Q: 3 clusters Score -196803.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -196834.875000 Penalty: 2707.452393
	Iteration 24Q: 3 clusters Score -196834.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -196877.546875 Penalty: 2707.452393
	Iteration 25Q: 3 clusters Score -196877.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -196932.453125 Penalty: 2707.452393
	Iteration 26Q: 3 clusters Score -196932.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -197010.640625 Penalty: 2707.452393
	Iteration 27Q: 3 clusters Score -197010.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -197132.218750 Penalty: 2707.452393
	Iteration 28Q: 3 clusters Score -197132.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -197305.218750 Penalty: 2707.452393
	Iteration 29Q: 3 clusters Score -197305.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -197496.062500 Penalty: 2707.452393
	Iteration 30Q: 3 clusters Score -197496.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -197696.750000 Penalty: 2707.452393
	Iteration 31Q: 3 clusters Score -197696.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -197923.750000 Penalty: 2707.452393
	Iteration 32F: 3 clusters Score -197923.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -198112.734375 Penalty: 2707.452393
	Iteration 33Q: 3 clusters Score -198112.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -198276.109375 Penalty: 2707.452393
	Iteration 34Q: 3 clusters Score -198276.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -198410.375000 Penalty: 2707.452393
	Iteration 35Q: 3 clusters Score -198410.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -198452.515625 Penalty: 2707.452393
	Iteration 36Q: 3 clusters Score -198452.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -198467.281250 Penalty: 2707.452393
	Iteration 37Q: 3 clusters Score -198467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -198470.500000 Penalty: 2707.452393
	Iteration 38Q: 3 clusters Score -198470.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -198472.781250 Penalty: 2707.452393
	Iteration 39Q: 3 clusters Score -198472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -198475.875000 Penalty: 2707.452393
	Iteration 40F: 3 clusters Score -198475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -198476.890625 Penalty: 2707.452393
	Iteration 41Q: 3 clusters Score -198476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -198477.375000 Penalty: 2707.452393
	Iteration 42Q: 3 clusters Score -198477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -198477.812500 Penalty: 2707.452393
	Iteration 43Q: 3 clusters Score -198477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -198478.390625 Penalty: 2707.452393
	Iteration 44Q: 3 clusters Score -198478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -198478.453125 Penalty: 2707.452393
	Iteration 45Q: 3 clusters Score -198478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -198478.578125 Penalty: 2707.452393
	Iteration 46Q: 3 clusters Score -198478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -198478.812500 Penalty: 2707.452393
	Iteration 47Q: 3 clusters Score -198478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -198478.812500 Penalty: 2707.452393
	Iteration 48F: 3 clusters Score -198478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -207982.984375 Penalty: 1356.059326
	Iteration 0F: 2 clusters Score -207983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -204466.765625 Penalty: 2712.118652
	Iteration 0F: 3 clusters Score -204466.8 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -205394.125000 Penalty: 2712.118652
	Iteration 1F: 3 clusters Score -205394.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -205576.312500 Penalty: 2712.118652
	Iteration 2F: 3 clusters Score -205576.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -205737.390625 Penalty: 2712.118652
	Iteration 3F: 3 clusters Score -205737.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -205885.671875 Penalty: 2712.118652
	Iteration 4F: 3 clusters Score -205885.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -206015.140625 Penalty: 2712.118652
	Iteration 5Q: 3 clusters Score -206015.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -206121.796875 Penalty: 2712.118652
	Iteration 6Q: 3 clusters Score -206121.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -206226.171875 Penalty: 2712.118652
	Iteration 7Q: 3 clusters Score -206226.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -206315.265625 Penalty: 2712.118652
	Iteration 8Q: 3 clusters Score -206315.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -206406.093750 Penalty: 2712.118652
	Iteration 9Q: 3 clusters Score -206406.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -206499.515625 Penalty: 2712.118652
	Iteration 10Q: 3 clusters Score -206499.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -206592.218750 Penalty: 2712.118652
	Iteration 11Q: 3 clusters Score -206592.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -206696.234375 Penalty: 2712.118652
	Iteration 12Q: 3 clusters Score -206696.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -206778.812500 Penalty: 2712.118652
	Iteration 13Q: 3 clusters Score -206778.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -206836.078125 Penalty: 2712.118652
	Iteration 14Q: 3 clusters Score -206836.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206878.156250 Penalty: 2712.118652
	Iteration 15Q: 3 clusters Score -206878.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -206906.781250 Penalty: 2712.118652
	Iteration 16Q: 3 clusters Score -206906.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -206928.031250 Penalty: 2712.118652
	Iteration 17Q: 3 clusters Score -206928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -206940.156250 Penalty: 2712.118652
	Iteration 18Q: 3 clusters Score -206940.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -206947.734375 Penalty: 2712.118652
	Iteration 19Q: 3 clusters Score -206947.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206951.218750 Penalty: 2712.118652
	Iteration 20F: 3 clusters Score -206951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -206955.984375 Penalty: 2712.118652
	Iteration 21Q: 3 clusters Score -206956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206957.859375 Penalty: 2712.118652
	Iteration 22Q: 3 clusters Score -206957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206958.437500 Penalty: 2712.118652
	Iteration 23Q: 3 clusters Score -206958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206958.437500 Penalty: 2712.118652
	Iteration 24F: 3 clusters Score -206958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -97876.445312 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -97876.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -95750.804688 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -95750.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -96185.937500 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -96185.94 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -96306.195312 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -96306.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -96379.453125 Penalty: 2467.846680
	Iteration 3F: 3 clusters Score -96379.45 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -96435.312500 Penalty: 2467.846680
	Iteration 4Q: 3 clusters Score -96435.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96470.406250 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -96470.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -96494.187500 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -96494.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -96513.046875 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -96513.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -96524.335938 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -96524.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -96528.406250 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -96528.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -96532.375000 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -96532.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -96535.531250 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -96535.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -96539.507812 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -96539.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -96543.429688 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -96543.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -96547.039062 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -96547.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -96552.195312 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -96552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -96558.796875 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -96558.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -96564.382812 Penalty: 2467.846680
	Iteration 17Q: 3 clusters Score -96564.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -96568.343750 Penalty: 2467.846680
	Iteration 18Q: 3 clusters Score -96568.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -96572.125000 Penalty: 2467.846680
	Iteration 19Q: 3 clusters Score -96572.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -96574.484375 Penalty: 2467.846680
	Iteration 20F: 3 clusters Score -96574.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -96576.164062 Penalty: 2467.846680
	Iteration 21Q: 3 clusters Score -96576.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -96576.781250 Penalty: 2467.846680
	Iteration 22Q: 3 clusters Score -96576.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -96577.851562 Penalty: 2467.846680
	Iteration 23Q: 3 clusters Score -96577.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -96579.164062 Penalty: 2467.846680
	Iteration 24Q: 3 clusters Score -96579.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -96581.570312 Penalty: 2467.846680
	Iteration 25Q: 3 clusters Score -96581.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -96583.164062 Penalty: 2467.846680
	Iteration 26Q: 3 clusters Score -96583.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -96583.726562 Penalty: 2467.846680
	Iteration 27Q: 3 clusters Score -96583.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -96585.078125 Penalty: 2467.846680
	Iteration 28Q: 3 clusters Score -96585.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -96585.695312 Penalty: 2467.846680
	Iteration 29Q: 3 clusters Score -96585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -96586.054688 Penalty: 2467.846680
	Iteration 30Q: 3 clusters Score -96586.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -96586.054688 Penalty: 2467.846680
	Iteration 31F: 3 clusters Score -96586.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -340633.687500 Penalty: 1436.993652
	Iteration 0F: 2 clusters Score -340633.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -335360.843750 Penalty: 2873.987305
	Iteration 0F: 3 clusters Score -335360.8 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -336992.562500 Penalty: 2873.987305
	Iteration 1F: 3 clusters Score -336992.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -337231.968750 Penalty: 2873.987305
	Iteration 2F: 3 clusters Score -337232 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -337458.875000 Penalty: 2873.987305
	Iteration 3F: 3 clusters Score -337458.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -337678.906250 Penalty: 2873.987305
	Iteration 4F: 3 clusters Score -337678.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -337861.406250 Penalty: 2873.987305
	Iteration 5Q: 3 clusters Score -337861.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -338048.437500 Penalty: 2873.987305
	Iteration 6Q: 3 clusters Score -338048.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -338225.875000 Penalty: 2873.987305
	Iteration 7Q: 3 clusters Score -338225.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -338423.750000 Penalty: 2873.987305
	Iteration 8Q: 3 clusters Score -338423.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -338611.406250 Penalty: 2873.987305
	Iteration 9Q: 3 clusters Score -338611.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -338800.781250 Penalty: 2873.987305
	Iteration 10Q: 3 clusters Score -338800.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -338961.312500 Penalty: 2873.987305
	Iteration 11Q: 3 clusters Score -338961.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -339071.250000 Penalty: 2873.987305
	Iteration 12Q: 3 clusters Score -339071.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -339154.906250 Penalty: 2873.987305
	Iteration 13Q: 3 clusters Score -339154.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -339215.625000 Penalty: 2873.987305
	Iteration 14Q: 3 clusters Score -339215.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -339266.531250 Penalty: 2873.987305
	Iteration 15Q: 3 clusters Score -339266.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -339297.031250 Penalty: 2873.987305
	Iteration 16Q: 3 clusters Score -339297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -339327.437500 Penalty: 2873.987305
	Iteration 17Q: 3 clusters Score -339327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -339344.625000 Penalty: 2873.987305
	Iteration 18Q: 3 clusters Score -339344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -339359.343750 Penalty: 2873.987305
	Iteration 19Q: 3 clusters Score -339359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -339367.312500 Penalty: 2873.987305
	Iteration 20F: 3 clusters Score -339367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -339371.468750 Penalty: 2873.987305
	Iteration 21Q: 3 clusters Score -339371.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -339377.125000 Penalty: 2873.987305
	Iteration 22Q: 3 clusters Score -339377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -339377.312500 Penalty: 2873.987305
	Iteration 23Q: 3 clusters Score -339377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -339377.312500 Penalty: 2873.987305
	Iteration 24F: 3 clusters Score -339377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 444276 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207865 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 12536 members 
Mstep: Class 12 contains 13731 members 
Mstep: Class 15 contains 51423 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 12709 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519952.000000 Penalty: 39783.414062
Iteration 439Q: 19 clusters Score -3.751995e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 12939 members 
Mstep: Class 4 contains 444347 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207819 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 12528 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 15 contains 51420 members 
Mstep: Class 16 contains 6690 members 
Mstep: Class 18 contains 5460 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520012.000000 Penalty: 39783.414062
Iteration 440F: 19 clusters Score -3.752001e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5136 members 
Mstep: Class 3 contains 12941 members 
Mstep: Class 4 contains 444422 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207769 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 12523 members 
Mstep: Class 12 contains 13710 members 
Mstep: Class 15 contains 51418 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519992.000000 Penalty: 39783.414062
Iteration 441Q: 19 clusters Score -3.751999e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5136 members 
Mstep: Class 3 contains 12943 members 
Mstep: Class 4 contains 444502 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207714 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 12518 members 
Mstep: Class 12 contains 13701 members 
Mstep: Class 15 contains 51413 members 
Mstep: Class 16 contains 6684 members 
Mstep: Class 18 contains 5449 members 
Mstep: Class 19 contains 12706 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519944.000000 Penalty: 39783.414062
Iteration 442Q: 19 clusters Score -3.751994e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 444582 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207661 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12511 members 
Mstep: Class 12 contains 13696 members 
Mstep: Class 15 contains 51408 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 18 contains 5445 members 
Mstep: Class 19 contains 12705 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1984 members 
Mstep: Class 24 contains 6919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519920.000000 Penalty: 39783.414062
Iteration 443Q: 19 clusters Score -3.751992e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 444658 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207609 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 12505 members 
Mstep: Class 12 contains 13689 members 
Mstep: Class 15 contains 51401 members 
Mstep: Class 16 contains 6677 members 
Mstep: Class 18 contains 5445 members 
Mstep: Class 19 contains 12705 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 6918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519912.000000 Penalty: 39783.414062
Iteration 444Q: 19 clusters Score -3.751991e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12948 members 
Mstep: Class 4 contains 444721 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207569 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 12497 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 15 contains 51395 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 18 contains 5448 members 
Mstep: Class 19 contains 12704 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519860.000000 Penalty: 39783.414062
Iteration 445Q: 19 clusters Score -3.751986e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12948 members 
Mstep: Class 4 contains 444785 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207533 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 12492 members 
Mstep: Class 12 contains 13678 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 6677 members 
Mstep: Class 18 contains 5445 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 6909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519908.000000 Penalty: 39783.414062
Iteration 446Q: 19 clusters Score -3.751991e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12948 members 
Mstep: Class 4 contains 444857 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207493 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12488 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 15 contains 51380 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519880.000000 Penalty: 39783.414062
Iteration 447Q: 19 clusters Score -3.751988e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 444919 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207450 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12487 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 15 contains 51371 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 18 contains 5445 members 
Mstep: Class 19 contains 12695 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 1982 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519872.000000 Penalty: 39783.414062
Iteration 448Q: 19 clusters Score -3.751987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12951 members 
Mstep: Class 4 contains 444967 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207420 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 15 contains 51368 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 18 contains 5443 members 
Mstep: Class 19 contains 12693 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 1980 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519852.000000 Penalty: 39783.414062
Iteration 449Q: 19 clusters Score -3.751985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12952 members 
Mstep: Class 4 contains 445002 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207395 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12484 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 15 contains 51367 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 18 contains 5443 members 
Mstep: Class 19 contains 12692 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519880.000000 Penalty: 39783.414062
Iteration 450Q: 19 clusters Score -3.751988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12953 members 
Mstep: Class 4 contains 445033 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207377 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 15 contains 51365 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 18 contains 5443 members 
Mstep: Class 19 contains 12690 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519912.000000 Penalty: 39783.414062
Iteration 451Q: 19 clusters Score -3.751991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12954 members 
Mstep: Class 4 contains 445059 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207359 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 19 contains 12688 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519928.000000 Penalty: 39783.414062
Iteration 452Q: 19 clusters Score -3.751993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12955 members 
Mstep: Class 4 contains 445092 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207338 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 18 contains 5444 members 
Mstep: Class 19 contains 12686 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519920.000000 Penalty: 39783.414062
Iteration 453Q: 19 clusters Score -3.751992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12956 members 
Mstep: Class 4 contains 445128 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207322 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519940.000000 Penalty: 39783.414062
Iteration 454Q: 19 clusters Score -3.751994e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12959 members 
Mstep: Class 4 contains 445157 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207311 members 
Mstep: Class 9 contains 6608 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 15 contains 51361 members 
Mstep: Class 16 contains 6662 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1976 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519948.000000 Penalty: 39783.414062
Iteration 455Q: 19 clusters Score -3.751995e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 445191 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207298 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6657 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 4218 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519924.000000 Penalty: 39783.414062
Iteration 456Q: 19 clusters Score -3.751992e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12973 members 
Mstep: Class 4 contains 445217 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207290 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13587 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6651 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4154 members 
Mstep: Class 22 contains 4220 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519960.000000 Penalty: 39783.414062
Iteration 457Q: 19 clusters Score -3.751996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12982 members 
Mstep: Class 4 contains 445246 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207273 members 
Mstep: Class 9 contains 6605 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13570 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4159 members 
Mstep: Class 22 contains 4222 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519968.000000 Penalty: 39783.414062
Iteration 458Q: 19 clusters Score -3.751997e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 12997 members 
Mstep: Class 4 contains 445265 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207255 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13562 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4162 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519932.000000 Penalty: 39783.414062
Iteration 459Q: 19 clusters Score -3.751993e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13012 members 
Mstep: Class 4 contains 445285 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207229 members 
Mstep: Class 9 contains 6602 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13552 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4165 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519928.000000 Penalty: 39783.414062
Iteration 460F: 19 clusters Score -3.751993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13019 members 
Mstep: Class 4 contains 445304 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207216 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13541 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519932.000000 Penalty: 39783.414062
Iteration 461Q: 19 clusters Score -3.751993e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13031 members 
Mstep: Class 4 contains 445326 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207205 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 15 contains 51356 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4169 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519904.000000 Penalty: 39783.414062
Iteration 462Q: 19 clusters Score -3.75199e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13043 members 
Mstep: Class 4 contains 445336 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207190 members 
Mstep: Class 9 contains 6605 members 
Mstep: Class 10 contains 12482 members 
Mstep: Class 12 contains 13522 members 
Mstep: Class 15 contains 51355 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519920.000000 Penalty: 39783.414062
Iteration 463Q: 19 clusters Score -3.751992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 445347 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207182 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13520 members 
Mstep: Class 15 contains 51355 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519932.000000 Penalty: 39783.414062
Iteration 464Q: 19 clusters Score -3.751993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13050 members 
Mstep: Class 4 contains 445355 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207172 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13517 members 
Mstep: Class 15 contains 51356 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519928.000000 Penalty: 39783.414062
Iteration 465Q: 19 clusters Score -3.751993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13051 members 
Mstep: Class 4 contains 445372 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207159 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 15 contains 51356 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4222 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519900.000000 Penalty: 39783.414062
Iteration 466Q: 19 clusters Score -3.75199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13054 members 
Mstep: Class 4 contains 445383 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207149 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 15 contains 51356 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5378 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4221 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519912.000000 Penalty: 39783.414062
Iteration 467Q: 19 clusters Score -3.751991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13057 members 
Mstep: Class 4 contains 445398 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207134 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519928.000000 Penalty: 39783.414062
Iteration 468Q: 19 clusters Score -3.751993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13060 members 
Mstep: Class 4 contains 445407 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207124 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13502 members 
Mstep: Class 15 contains 51355 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519920.000000 Penalty: 39783.414062
Iteration 469Q: 19 clusters Score -3.751992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 445410 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207115 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51356 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519920.000000 Penalty: 39783.414062
Iteration 470Q: 19 clusters Score -3.751992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13066 members 
Mstep: Class 4 contains 445419 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207104 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519924.000000 Penalty: 39783.414062
Iteration 471Q: 19 clusters Score -3.751992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13065 members 
Mstep: Class 4 contains 445423 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207101 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4218 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519920.000000 Penalty: 39783.414062
Iteration 472Q: 19 clusters Score -3.751992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 445421 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207101 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519924.000000 Penalty: 39783.414062
Iteration 473Q: 19 clusters Score -3.751992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13070 members 
Mstep: Class 4 contains 445420 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207101 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519928.000000 Penalty: 39783.414062
Iteration 474Q: 19 clusters Score -3.751993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13073 members 
Mstep: Class 4 contains 445417 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207101 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519928.000000 Penalty: 39783.414062
Iteration 475Q: 19 clusters Score -3.751993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13078 members 
Mstep: Class 4 contains 445412 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207101 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519920.000000 Penalty: 39783.414062
Iteration 476Q: 19 clusters Score -3.751992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13080 members 
Mstep: Class 4 contains 445410 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207101 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519924.000000 Penalty: 39783.414062
Iteration 477Q: 19 clusters Score -3.751992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13085 members 
Mstep: Class 4 contains 445405 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207101 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519940.000000 Penalty: 39783.414062
Iteration 478Q: 19 clusters Score -3.751994e+07 nChanged 7
Entering ConstructFrom: 
Score: -37519940.000000 Penalty: 39783.414062
Entering ConstructFrom: 
Trying to split cluster 1 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -366019.531250 Penalty: 1445.917847
	Iteration 0F: 2 clusters Score -366019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -360499.437500 Penalty: 2891.835693
	Iteration 0F: 3 clusters Score -360499.4 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -362123.750000 Penalty: 2891.835693
	Iteration 1F: 3 clusters Score -362123.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -362300.781250 Penalty: 2891.835693
	Iteration 2F: 3 clusters Score -362300.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -362417.781250 Penalty: 2891.835693
	Iteration 3Q: 3 clusters Score -362417.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -362499.812500 Penalty: 2891.835693
	Iteration 4Q: 3 clusters Score -362499.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -362564.187500 Penalty: 2891.835693
	Iteration 5Q: 3 clusters Score -362564.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -362624.531250 Penalty: 2891.835693
	Iteration 6Q: 3 clusters Score -362624.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -362684.562500 Penalty: 2891.835693
	Iteration 7Q: 3 clusters Score -362684.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -362731.281250 Penalty: 2891.835693
	Iteration 8Q: 3 clusters Score -362731.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -362787.031250 Penalty: 2891.835693
	Iteration 9Q: 3 clusters Score -362787 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -362853.656250 Penalty: 2891.835693
	Iteration 10Q: 3 clusters Score -362853.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -362932.937500 Penalty: 2891.835693
	Iteration 11Q: 3 clusters Score -362932.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -363026.656250 Penalty: 2891.835693
	Iteration 12Q: 3 clusters Score -363026.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -363162.750000 Penalty: 2891.835693
	Iteration 13Q: 3 clusters Score -363162.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -363350.531250 Penalty: 2891.835693
	Iteration 14Q: 3 clusters Score -363350.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -363575.656250 Penalty: 2891.835693
	Iteration 15Q: 3 clusters Score -363575.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -363838.562500 Penalty: 2891.835693
	Iteration 16Q: 3 clusters Score -363838.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -364117.312500 Penalty: 2891.835693
	Iteration 17Q: 3 clusters Score -364117.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -364330.312500 Penalty: 2891.835693
	Iteration 18Q: 3 clusters Score -364330.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -364470.406250 Penalty: 2891.835693
	Iteration 19Q: 3 clusters Score -364470.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -364569.812500 Penalty: 2891.835693
	Iteration 20F: 3 clusters Score -364569.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -364630.343750 Penalty: 2891.835693
	Iteration 21Q: 3 clusters Score -364630.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -364669.968750 Penalty: 2891.835693
	Iteration 22Q: 3 clusters Score -364670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -364686.375000 Penalty: 2891.835693
	Iteration 23Q: 3 clusters Score -364686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -364701.281250 Penalty: 2891.835693
	Iteration 24Q: 3 clusters Score -364701.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -364720.625000 Penalty: 2891.835693
	Iteration 25Q: 3 clusters Score -364720.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -364731.843750 Penalty: 2891.835693
	Iteration 26Q: 3 clusters Score -364731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -364739.187500 Penalty: 2891.835693
	Iteration 27Q: 3 clusters Score -364739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -364752.187500 Penalty: 2891.835693
	Iteration 28Q: 3 clusters Score -364752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -364760.250000 Penalty: 2891.835693
	Iteration 29Q: 3 clusters Score -364760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -364764.781250 Penalty: 2891.835693
	Iteration 30Q: 3 clusters Score -364764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -364767.875000 Penalty: 2891.835693
	Iteration 31Q: 3 clusters Score -364767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -364775.031250 Penalty: 2891.835693
	Iteration 32Q: 3 clusters Score -364775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -364778.437500 Penalty: 2891.835693
	Iteration 33Q: 3 clusters Score -364778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -364782.125000 Penalty: 2891.835693
	Iteration 34Q: 3 clusters Score -364782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -364784.718750 Penalty: 2891.835693
	Iteration 35Q: 3 clusters Score -364784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -364784.531250 Penalty: 2891.835693
	Iteration 36Q: 3 clusters Score -364784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -364784.531250 Penalty: 2891.835693
	Iteration 37F: 3 clusters Score -364784.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Entering Unmasked Estep 
Score: -225238.828125 Penalty: 1388.373169
	Iteration 0F: 2 clusters Score -225238.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -221148.078125 Penalty: 2776.746338
	Iteration 0F: 3 clusters Score -221148.1 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -222310.203125 Penalty: 2776.746338
	Iteration 1F: 3 clusters Score -222310.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -222540.468750 Penalty: 2776.746338
	Iteration 2F: 3 clusters Score -222540.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -222770.062500 Penalty: 2776.746338
	Iteration 3F: 3 clusters Score -222770.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -223029.953125 Penalty: 2776.746338
	Iteration 4F: 3 clusters Score -223030 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -223311.656250 Penalty: 2776.746338
	Iteration 5F: 3 clusters Score -223311.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -223552.906250 Penalty: 2776.746338
	Iteration 6F: 3 clusters Score -223552.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -223775.421875 Penalty: 2776.746338
	Iteration 7F: 3 clusters Score -223775.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -223962.984375 Penalty: 2776.746338
	Iteration 8Q: 3 clusters Score -223963 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -224083.562500 Penalty: 2776.746338
	Iteration 9Q: 3 clusters Score -224083.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -224203.484375 Penalty: 2776.746338
	Iteration 10Q: 3 clusters Score -224203.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -224295.250000 Penalty: 2776.746338
	Iteration 11Q: 3 clusters Score -224295.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -224358.875000 Penalty: 2776.746338
	Iteration 12Q: 3 clusters Score -224358.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -224405.312500 Penalty: 2776.746338
	Iteration 13Q: 3 clusters Score -224405.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -224434.515625 Penalty: 2776.746338
	Iteration 14Q: 3 clusters Score -224434.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -224454.406250 Penalty: 2776.746338
	Iteration 15Q: 3 clusters Score -224454.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -224465.312500 Penalty: 2776.746338
	Iteration 16Q: 3 clusters Score -224465.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -224474.984375 Penalty: 2776.746338
	Iteration 17Q: 3 clusters Score -224475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -224483.921875 Penalty: 2776.746338
	Iteration 18Q: 3 clusters Score -224483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -224489.671875 Penalty: 2776.746338
	Iteration 19Q: 3 clusters Score -224489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -224491.265625 Penalty: 2776.746338
	Iteration 20F: 3 clusters Score -224491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -224492.875000 Penalty: 2776.746338
	Iteration 21Q: 3 clusters Score -224492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -224494.671875 Penalty: 2776.746338
	Iteration 22Q: 3 clusters Score -224494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -224495.875000 Penalty: 2776.746338
	Iteration 23Q: 3 clusters Score -224495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -224495.875000 Penalty: 2776.746338
	Iteration 24F: 3 clusters Score -224495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Entering Unmasked Estep 
Score: -666549.187500 Penalty: 1540.435669
	Iteration 0F: 2 clusters Score -666549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -657354.625000 Penalty: 3080.871338
	Iteration 0F: 3 clusters Score -657354.6 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -660602.187500 Penalty: 3080.871338
	Iteration 1F: 3 clusters Score -660602.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -660981.437500 Penalty: 3080.871338
	Iteration 2F: 3 clusters Score -660981.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -661370.562500 Penalty: 3080.871338
	Iteration 3F: 3 clusters Score -661370.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -661774.125000 Penalty: 3080.871338
	Iteration 4F: 3 clusters Score -661774.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -662232.437500 Penalty: 3080.871338
	Iteration 5F: 3 clusters Score -662232.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -662800.687500 Penalty: 3080.871338
	Iteration 6F: 3 clusters Score -662800.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -663435.500000 Penalty: 3080.871338
	Iteration 7F: 3 clusters Score -663435.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -664058.812500 Penalty: 3080.871338
	Iteration 8F: 3 clusters Score -664058.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -664473.937500 Penalty: 3080.871338
	Iteration 9F: 3 clusters Score -664473.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -664680.937500 Penalty: 3080.871338
	Iteration 10Q: 3 clusters Score -664680.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -664777.500000 Penalty: 3080.871338
	Iteration 11Q: 3 clusters Score -664777.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -664851.875000 Penalty: 3080.871338
	Iteration 12Q: 3 clusters Score -664851.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -664907.500000 Penalty: 3080.871338
	Iteration 13Q: 3 clusters Score -664907.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -664959.812500 Penalty: 3080.871338
	Iteration 14Q: 3 clusters Score -664959.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -664993.500000 Penalty: 3080.871338
	Iteration 15Q: 3 clusters Score -664993.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -665025.312500 Penalty: 3080.871338
	Iteration 16Q: 3 clusters Score -665025.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -665053.250000 Penalty: 3080.871338
	Iteration 17Q: 3 clusters Score -665053.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -665083.125000 Penalty: 3080.871338
	Iteration 18Q: 3 clusters Score -665083.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -665106.625000 Penalty: 3080.871338
	Iteration 19Q: 3 clusters Score -665106.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -665122.187500 Penalty: 3080.871338
	Iteration 20F: 3 clusters Score -665122.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -665132.250000 Penalty: 3080.871338
	Iteration 21Q: 3 clusters Score -665132.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -665142.812500 Penalty: 3080.871338
	Iteration 22Q: 3 clusters Score -665142.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -665154.875000 Penalty: 3080.871338
	Iteration 23Q: 3 clusters Score -665154.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -665165.000000 Penalty: 3080.871338
	Iteration 24Q: 3 clusters Score -665165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -665170.562500 Penalty: 3080.871338
	Iteration 25Q: 3 clusters Score -665170.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -665179.562500 Penalty: 3080.871338
	Iteration 26Q: 3 clusters Score -665179.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -665183.187500 Penalty: 3080.871338
	Iteration 27Q: 3 clusters Score -665183.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -665187.625000 Penalty: 3080.871338
	Iteration 28Q: 3 clusters Score -665187.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -665196.750000 Penalty: 3080.871338
	Iteration 29Q: 3 clusters Score -665196.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -665204.250000 Penalty: 3080.871338
	Iteration 30Q: 3 clusters Score -665204.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -665208.750000 Penalty: 3080.871338
	Iteration 31Q: 3 clusters Score -665208.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -665211.937500 Penalty: 3080.871338
	Iteration 32Q: 3 clusters Score -665211.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -665219.062500 Penalty: 3080.871338
	Iteration 33Q: 3 clusters Score -665219.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -665222.937500 Penalty: 3080.871338
	Iteration 34Q: 3 clusters Score -665222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -665227.437500 Penalty: 3080.871338
	Iteration 35Q: 3 clusters Score -665227.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -665233.062500 Penalty: 3080.871338
	Iteration 36Q: 3 clusters Score -665233.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -665236.000000 Penalty: 3080.871338
	Iteration 37Q: 3 clusters Score -665236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -665242.125000 Penalty: 3080.871338
	Iteration 38Q: 3 clusters Score -665242.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -665247.187500 Penalty: 3080.871338
	Iteration 39Q: 3 clusters Score -665247.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -665253.250000 Penalty: 3080.871338
	Iteration 40F: 3 clusters Score -665253.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -665258.812500 Penalty: 3080.871338
	Iteration 41Q: 3 clusters Score -665258.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -665263.187500 Penalty: 3080.871338
	Iteration 42Q: 3 clusters Score -665263.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -665265.062500 Penalty: 3080.871338
	Iteration 43Q: 3 clusters Score -665265.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -665267.625000 Penalty: 3080.871338
	Iteration 44Q: 3 clusters Score -665267.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -665272.875000 Penalty: 3080.871338
	Iteration 45Q: 3 clusters Score -665272.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -665279.625000 Penalty: 3080.871338
	Iteration 46Q: 3 clusters Score -665279.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -665287.062500 Penalty: 3080.871338
	Iteration 47Q: 3 clusters Score -665287.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -665292.937500 Penalty: 3080.871338
	Iteration 48Q: 3 clusters Score -665292.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -665299.375000 Penalty: 3080.871338
	Iteration 49Q: 3 clusters Score -665299.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -665302.812500 Penalty: 3080.871338
	Iteration 50Q: 3 clusters Score -665302.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -665310.187500 Penalty: 3080.871338
	Iteration 51Q: 3 clusters Score -665310.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -665316.062500 Penalty: 3080.871338
	Iteration 52Q: 3 clusters Score -665316.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -665324.250000 Penalty: 3080.871338
	Iteration 53Q: 3 clusters Score -665324.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -665334.625000 Penalty: 3080.871338
	Iteration 54Q: 3 clusters Score -665334.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -665344.687500 Penalty: 3080.871338
	Iteration 55Q: 3 clusters Score -665344.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -665356.125000 Penalty: 3080.871338
	Iteration 56Q: 3 clusters Score -665356.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -665361.125000 Penalty: 3080.871338
	Iteration 57Q: 3 clusters Score -665361.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -665365.250000 Penalty: 3080.871338
	Iteration 58Q: 3 clusters Score -665365.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -665369.875000 Penalty: 3080.871338
	Iteration 59Q: 3 clusters Score -665369.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -665373.687500 Penalty: 3080.871338
	Iteration 60F: 3 clusters Score -665373.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -665378.187500 Penalty: 3080.871338
	Iteration 61Q: 3 clusters Score -665378.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -665380.000000 Penalty: 3080.871338
	Iteration 62Q: 3 clusters Score -665380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -665381.437500 Penalty: 3080.871338
	Iteration 63Q: 3 clusters Score -665381.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -665382.937500 Penalty: 3080.871338
	Iteration 64Q: 3 clusters Score -665382.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -665390.812500 Penalty: 3080.871338
	Iteration 65Q: 3 clusters Score -665390.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -665392.250000 Penalty: 3080.871338
	Iteration 66Q: 3 clusters Score -665392.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -665395.812500 Penalty: 3080.871338
	Iteration 67Q: 3 clusters Score -665395.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -665397.937500 Penalty: 3080.871338
	Iteration 68Q: 3 clusters Score -665397.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -665402.437500 Penalty: 3080.871338
	Iteration 69Q: 3 clusters Score -665402.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -665407.687500 Penalty: 3080.871338
	Iteration 70Q: 3 clusters Score -665407.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -665412.187500 Penalty: 3080.871338
	Iteration 71Q: 3 clusters Score -665412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -665416.375000 Penalty: 3080.871338
	Iteration 72Q: 3 clusters Score -665416.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -665419.750000 Penalty: 3080.871338
	Iteration 73Q: 3 clusters Score -665419.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -665423.187500 Penalty: 3080.871338
	Iteration 74Q: 3 clusters Score -665423.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -665424.687500 Penalty: 3080.871338
	Iteration 75Q: 3 clusters Score -665424.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -665427.562500 Penalty: 3080.871338
	Iteration 76Q: 3 clusters Score -665427.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -665429.125000 Penalty: 3080.871338
	Iteration 77Q: 3 clusters Score -665429.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -665433.625000 Penalty: 3080.871338
	Iteration 78Q: 3 clusters Score -665433.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -665436.250000 Penalty: 3080.871338
	Iteration 79Q: 3 clusters Score -665436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -665440.500000 Penalty: 3080.871338
	Iteration 80F: 3 clusters Score -665440.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -665446.500000 Penalty: 3080.871338
	Iteration 81Q: 3 clusters Score -665446.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -665452.562500 Penalty: 3080.871338
	Iteration 82Q: 3 clusters Score -665452.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -665459.500000 Penalty: 3080.871338
	Iteration 83Q: 3 clusters Score -665459.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -665463.687500 Penalty: 3080.871338
	Iteration 84Q: 3 clusters Score -665463.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -665469.187500 Penalty: 3080.871338
	Iteration 85Q: 3 clusters Score -665469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -665471.125000 Penalty: 3080.871338
	Iteration 86Q: 3 clusters Score -665471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -665474.812500 Penalty: 3080.871338
	Iteration 87Q: 3 clusters Score -665474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -665476.312500 Penalty: 3080.871338
	Iteration 88Q: 3 clusters Score -665476.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -665481.937500 Penalty: 3080.871338
	Iteration 89Q: 3 clusters Score -665481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -665483.937500 Penalty: 3080.871338
	Iteration 90Q: 3 clusters Score -665483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -665486.812500 Penalty: 3080.871338
	Iteration 91Q: 3 clusters Score -665486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -665487.937500 Penalty: 3080.871338
	Iteration 92Q: 3 clusters Score -665487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -665490.187500 Penalty: 3080.871338
	Iteration 93Q: 3 clusters Score -665490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -665491.562500 Penalty: 3080.871338
	Iteration 94Q: 3 clusters Score -665491.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -665493.250000 Penalty: 3080.871338
	Iteration 95Q: 3 clusters Score -665493.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -665495.437500 Penalty: 3080.871338
	Iteration 96Q: 3 clusters Score -665495.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -665497.625000 Penalty: 3080.871338
	Iteration 97Q: 3 clusters Score -665497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -665498.437500 Penalty: 3080.871338
	Iteration 98Q: 3 clusters Score -665498.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -665498.437500 Penalty: 3080.871338
	Iteration 99Q: 3 clusters Score -665498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -665499.187500 Penalty: 3080.871338
	Iteration 100F: 3 clusters Score -665499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -665499.875000 Penalty: 3080.871338
	Iteration 101Q: 3 clusters Score -665499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -665500.250000 Penalty: 3080.871338
	Iteration 102Q: 3 clusters Score -665500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -665502.500000 Penalty: 3080.871338
	Iteration 103Q: 3 clusters Score -665502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -665503.875000 Penalty: 3080.871338
	Iteration 104Q: 3 clusters Score -665503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -665504.062500 Penalty: 3080.871338
	Iteration 105Q: 3 clusters Score -665504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -665503.875000 Penalty: 3080.871338
	Iteration 106Q: 3 clusters Score -665503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -665502.937500 Penalty: 3080.871338
	Iteration 107Q: 3 clusters Score -665502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -665504.125000 Penalty: 3080.871338
	Iteration 108Q: 3 clusters Score -665504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -665503.375000 Penalty: 3080.871338
	Iteration 109Q: 3 clusters Score -665503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -665504.750000 Penalty: 3080.871338
	Iteration 110Q: 3 clusters Score -665504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -665505.812500 Penalty: 3080.871338
	Iteration 111Q: 3 clusters Score -665505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -665505.937500 Penalty: 3080.871338
	Iteration 112Q: 3 clusters Score -665505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -665506.062500 Penalty: 3080.871338
	Iteration 113Q: 3 clusters Score -665506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -665505.437500 Penalty: 3080.871338
	Iteration 114Q: 3 clusters Score -665505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -665506.375000 Penalty: 3080.871338
	Iteration 115Q: 3 clusters Score -665506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -665506.312500 Penalty: 3080.871338
	Iteration 116Q: 3 clusters Score -665506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -665506.312500 Penalty: 3080.871338
	Iteration 117F: 3 clusters Score -665506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (445400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445400 members 
Entering Unmasked Estep 
Score: -21003574.000000 Penalty: 2113.593262
	Iteration 0F: 2 clusters Score -2.100357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222655 members 
Mstep: Class 2 contains 222745 members 
Entering Unmasked Estep 
Score: -20701062.000000 Penalty: 4227.186523
	Iteration 0F: 3 clusters Score -2.070106e+07 nChanged 217904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223955 members 
Mstep: Class 2 contains 221445 members 
Entering Unmasked Estep 
Score: -20832044.000000 Penalty: 4227.186523
	Iteration 1F: 3 clusters Score -2.083204e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224534 members 
Mstep: Class 2 contains 220866 members 
Entering Unmasked Estep 
Score: -20833870.000000 Penalty: 4227.186523
	Iteration 2Q: 3 clusters Score -2.083387e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225192 members 
Mstep: Class 2 contains 220208 members 
Entering Unmasked Estep 
Score: -20835842.000000 Penalty: 4227.186523
	Iteration 3Q: 3 clusters Score -2.083584e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225883 members 
Mstep: Class 2 contains 219517 members 
Entering Unmasked Estep 
Score: -20838302.000000 Penalty: 4227.186523
	Iteration 4Q: 3 clusters Score -2.08383e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226637 members 
Mstep: Class 2 contains 218763 members 
Entering Unmasked Estep 
Score: -20841740.000000 Penalty: 4227.186523
	Iteration 5Q: 3 clusters Score -2.084174e+07 nChanged 15369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227238 members 
Mstep: Class 2 contains 218162 members 
Entering Unmasked Estep 
Score: -20846686.000000 Penalty: 4227.186523
	Iteration 6Q: 3 clusters Score -2.084669e+07 nChanged 17953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227583 members 
Mstep: Class 2 contains 217817 members 
Entering Unmasked Estep 
Score: -20853534.000000 Penalty: 4227.186523
	Iteration 7Q: 3 clusters Score -2.085353e+07 nChanged 21184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227609 members 
Mstep: Class 2 contains 217791 members 
Entering Unmasked Estep 
Score: -20864252.000000 Penalty: 4227.186523
	Iteration 8Q: 3 clusters Score -2.086425e+07 nChanged 25428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227067 members 
Mstep: Class 2 contains 218333 members 
Entering Unmasked Estep 
Score: -20880770.000000 Penalty: 4227.186523
	Iteration 9F: 3 clusters Score -2.088077e+07 nChanged 28811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226068 members 
Mstep: Class 2 contains 219332 members 
Entering Unmasked Estep 
Score: -20902508.000000 Penalty: 4227.186523
	Iteration 10F: 3 clusters Score -2.090251e+07 nChanged 28294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224796 members 
Mstep: Class 2 contains 220604 members 
Entering Unmasked Estep 
Score: -20921064.000000 Penalty: 4227.186523
	Iteration 11F: 3 clusters Score -2.092106e+07 nChanged 21877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223749 members 
Mstep: Class 2 contains 221651 members 
Entering Unmasked Estep 
Score: -20930424.000000 Penalty: 4227.186523
	Iteration 12Q: 3 clusters Score -2.093042e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222850 members 
Mstep: Class 2 contains 222550 members 
Entering Unmasked Estep 
Score: -20933762.000000 Penalty: 4227.186523
	Iteration 13Q: 3 clusters Score -2.093376e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222217 members 
Mstep: Class 2 contains 223183 members 
Entering Unmasked Estep 
Score: -20935016.000000 Penalty: 4227.186523
	Iteration 14Q: 3 clusters Score -2.093502e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221663 members 
Mstep: Class 2 contains 223737 members 
Entering Unmasked Estep 
Score: -20935746.000000 Penalty: 4227.186523
	Iteration 15Q: 3 clusters Score -2.093575e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221032 members 
Mstep: Class 2 contains 224368 members 
Entering Unmasked Estep 
Score: -20936178.000000 Penalty: 4227.186523
	Iteration 16Q: 3 clusters Score -2.093618e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220314 members 
Mstep: Class 2 contains 225086 members 
Entering Unmasked Estep 
Score: -20936560.000000 Penalty: 4227.186523
	Iteration 17Q: 3 clusters Score -2.093656e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219523 members 
Mstep: Class 2 contains 225877 members 
Entering Unmasked Estep 
Score: -20937010.000000 Penalty: 4227.186523
	Iteration 18Q: 3 clusters Score -2.093701e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218673 members 
Mstep: Class 2 contains 226727 members 
Entering Unmasked Estep 
Score: -20937646.000000 Penalty: 4227.186523
	Iteration 19Q: 3 clusters Score -2.093765e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217872 members 
Mstep: Class 2 contains 227528 members 
Entering Unmasked Estep 
Score: -20938072.000000 Penalty: 4227.186523
	Iteration 20F: 3 clusters Score -2.093807e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217021 members 
Mstep: Class 2 contains 228379 members 
Entering Unmasked Estep 
Score: -20938548.000000 Penalty: 4227.186523
	Iteration 21Q: 3 clusters Score -2.093855e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216109 members 
Mstep: Class 2 contains 229291 members 
Entering Unmasked Estep 
Score: -20938894.000000 Penalty: 4227.186523
	Iteration 22Q: 3 clusters Score -2.093889e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215117 members 
Mstep: Class 2 contains 230283 members 
Entering Unmasked Estep 
Score: -20939346.000000 Penalty: 4227.186523
	Iteration 23Q: 3 clusters Score -2.093935e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 231286 members 
Entering Unmasked Estep 
Score: -20939802.000000 Penalty: 4227.186523
	Iteration 24Q: 3 clusters Score -2.09398e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213004 members 
Mstep: Class 2 contains 232396 members 
Entering Unmasked Estep 
Score: -20940410.000000 Penalty: 4227.186523
	Iteration 25Q: 3 clusters Score -2.094041e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211853 members 
Mstep: Class 2 contains 233547 members 
Entering Unmasked Estep 
Score: -20940670.000000 Penalty: 4227.186523
	Iteration 26Q: 3 clusters Score -2.094067e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210637 members 
Mstep: Class 2 contains 234763 members 
Entering Unmasked Estep 
Score: -20941136.000000 Penalty: 4227.186523
	Iteration 27Q: 3 clusters Score -2.094114e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209392 members 
Mstep: Class 2 contains 236008 members 
Entering Unmasked Estep 
Score: -20941572.000000 Penalty: 4227.186523
	Iteration 28Q: 3 clusters Score -2.094157e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208165 members 
Mstep: Class 2 contains 237235 members 
Entering Unmasked Estep 
Score: -20941862.000000 Penalty: 4227.186523
	Iteration 29Q: 3 clusters Score -2.094186e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206856 members 
Mstep: Class 2 contains 238544 members 
Entering Unmasked Estep 
Score: -20942082.000000 Penalty: 4227.186523
	Iteration 30Q: 3 clusters Score -2.094208e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205445 members 
Mstep: Class 2 contains 239955 members 
Entering Unmasked Estep 
Score: -20942320.000000 Penalty: 4227.186523
	Iteration 31Q: 3 clusters Score -2.094232e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203972 members 
Mstep: Class 2 contains 241428 members 
Entering Unmasked Estep 
Score: -20942480.000000 Penalty: 4227.186523
	Iteration 32Q: 3 clusters Score -2.094248e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 243003 members 
Entering Unmasked Estep 
Score: -20942814.000000 Penalty: 4227.186523
	Iteration 33Q: 3 clusters Score -2.094281e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200739 members 
Mstep: Class 2 contains 244661 members 
Entering Unmasked Estep 
Score: -20943056.000000 Penalty: 4227.186523
	Iteration 34Q: 3 clusters Score -2.094306e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198935 members 
Mstep: Class 2 contains 246465 members 
Entering Unmasked Estep 
Score: -20943474.000000 Penalty: 4227.186523
	Iteration 35Q: 3 clusters Score -2.094347e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197096 members 
Mstep: Class 2 contains 248304 members 
Entering Unmasked Estep 
Score: -20943710.000000 Penalty: 4227.186523
	Iteration 36Q: 3 clusters Score -2.094371e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195171 members 
Mstep: Class 2 contains 250229 members 
Entering Unmasked Estep 
Score: -20943886.000000 Penalty: 4227.186523
	Iteration 37Q: 3 clusters Score -2.094389e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 252292 members 
Entering Unmasked Estep 
Score: -20944018.000000 Penalty: 4227.186523
	Iteration 38Q: 3 clusters Score -2.094402e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191026 members 
Mstep: Class 2 contains 254374 members 
Entering Unmasked Estep 
Score: -20944204.000000 Penalty: 4227.186523
	Iteration 39Q: 3 clusters Score -2.09442e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188786 members 
Mstep: Class 2 contains 256614 members 
Entering Unmasked Estep 
Score: -20944432.000000 Penalty: 4227.186523
	Iteration 40F: 3 clusters Score -2.094443e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186428 members 
Mstep: Class 2 contains 258972 members 
Entering Unmasked Estep 
Score: -20944694.000000 Penalty: 4227.186523
	Iteration 41Q: 3 clusters Score -2.094469e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183988 members 
Mstep: Class 2 contains 261412 members 
Entering Unmasked Estep 
Score: -20944888.000000 Penalty: 4227.186523
	Iteration 42Q: 3 clusters Score -2.094489e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181511 members 
Mstep: Class 2 contains 263889 members 
Entering Unmasked Estep 
Score: -20945242.000000 Penalty: 4227.186523
	Iteration 43Q: 3 clusters Score -2.094524e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178969 members 
Mstep: Class 2 contains 266431 members 
Entering Unmasked Estep 
Score: -20945484.000000 Penalty: 4227.186523
	Iteration 44Q: 3 clusters Score -2.094548e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Mstep: Class 2 contains 269108 members 
Entering Unmasked Estep 
Score: -20945832.000000 Penalty: 4227.186523
	Iteration 45Q: 3 clusters Score -2.094583e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173544 members 
Mstep: Class 2 contains 271856 members 
Entering Unmasked Estep 
Score: -20946134.000000 Penalty: 4227.186523
	Iteration 46Q: 3 clusters Score -2.094613e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170646 members 
Mstep: Class 2 contains 274754 members 
Entering Unmasked Estep 
Score: -20946362.000000 Penalty: 4227.186523
	Iteration 47Q: 3 clusters Score -2.094636e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 277808 members 
Entering Unmasked Estep 
Score: -20946798.000000 Penalty: 4227.186523
	Iteration 48Q: 3 clusters Score -2.09468e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164328 members 
Mstep: Class 2 contains 281072 members 
Entering Unmasked Estep 
Score: -20947162.000000 Penalty: 4227.186523
	Iteration 49Q: 3 clusters Score -2.094716e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 284497 members 
Entering Unmasked Estep 
Score: -20947656.000000 Penalty: 4227.186523
	Iteration 50Q: 3 clusters Score -2.094766e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 288071 members 
Entering Unmasked Estep 
Score: -20948138.000000 Penalty: 4227.186523
	Iteration 51Q: 3 clusters Score -2.094814e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 291750 members 
Entering Unmasked Estep 
Score: -20948782.000000 Penalty: 4227.186523
	Iteration 52Q: 3 clusters Score -2.094878e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149822 members 
Mstep: Class 2 contains 295578 members 
Entering Unmasked Estep 
Score: -20949252.000000 Penalty: 4227.186523
	Iteration 53Q: 3 clusters Score -2.094925e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145804 members 
Mstep: Class 2 contains 299596 members 
Entering Unmasked Estep 
Score: -20949874.000000 Penalty: 4227.186523
	Iteration 54Q: 3 clusters Score -2.094987e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 303697 members 
Entering Unmasked Estep 
Score: -20950476.000000 Penalty: 4227.186523
	Iteration 55Q: 3 clusters Score -2.095048e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Mstep: Class 2 contains 307904 members 
Entering Unmasked Estep 
Score: -20951108.000000 Penalty: 4227.186523
	Iteration 56Q: 3 clusters Score -2.095111e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133090 members 
Mstep: Class 2 contains 312310 members 
Entering Unmasked Estep 
Score: -20951768.000000 Penalty: 4227.186523
	Iteration 57Q: 3 clusters Score -2.095177e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 316964 members 
Entering Unmasked Estep 
Score: -20952682.000000 Penalty: 4227.186523
	Iteration 58Q: 3 clusters Score -2.095268e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123556 members 
Mstep: Class 2 contains 321844 members 
Entering Unmasked Estep 
Score: -20953812.000000 Penalty: 4227.186523
	Iteration 59Q: 3 clusters Score -2.095381e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 326965 members 
Entering Unmasked Estep 
Score: -20954938.000000 Penalty: 4227.186523
	Iteration 60F: 3 clusters Score -2.095494e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113142 members 
Mstep: Class 2 contains 332258 members 
Entering Unmasked Estep 
Score: -20956244.000000 Penalty: 4227.186523
	Iteration 61Q: 3 clusters Score -2.095624e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 337750 members 
Entering Unmasked Estep 
Score: -20957368.000000 Penalty: 4227.186523
	Iteration 62Q: 3 clusters Score -2.095737e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 343469 members 
Entering Unmasked Estep 
Score: -20958984.000000 Penalty: 4227.186523
	Iteration 63Q: 3 clusters Score -2.095898e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 349310 members 
Entering Unmasked Estep 
Score: -20960564.000000 Penalty: 4227.186523
	Iteration 64Q: 3 clusters Score -2.096056e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 355316 members 
Entering Unmasked Estep 
Score: -20962390.000000 Penalty: 4227.186523
	Iteration 65Q: 3 clusters Score -2.096239e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 361512 members 
Entering Unmasked Estep 
Score: -20964334.000000 Penalty: 4227.186523
	Iteration 66Q: 3 clusters Score -2.096433e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 367783 members 
Entering Unmasked Estep 
Score: -20966360.000000 Penalty: 4227.186523
	Iteration 67Q: 3 clusters Score -2.096636e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 374019 members 
Entering Unmasked Estep 
Score: -20968486.000000 Penalty: 4227.186523
	Iteration 68Q: 3 clusters Score -2.096849e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 380344 members 
Entering Unmasked Estep 
Score: -20970758.000000 Penalty: 4227.186523
	Iteration 69Q: 3 clusters Score -2.097076e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 386695 members 
Entering Unmasked Estep 
Score: -20973096.000000 Penalty: 4227.186523
	Iteration 70Q: 3 clusters Score -2.09731e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 393041 members 
Entering Unmasked Estep 
Score: -20975772.000000 Penalty: 4227.186523
	Iteration 71Q: 3 clusters Score -2.097577e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 399230 members 
Entering Unmasked Estep 
Score: -20978466.000000 Penalty: 4227.186523
	Iteration 72Q: 3 clusters Score -2.097847e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 405244 members 
Entering Unmasked Estep 
Score: -20981282.000000 Penalty: 4227.186523
	Iteration 73Q: 3 clusters Score -2.098128e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 410824 members 
Entering Unmasked Estep 
Score: -20983872.000000 Penalty: 4227.186523
	Iteration 74Q: 3 clusters Score -2.098387e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 416043 members 
Entering Unmasked Estep 
Score: -20986566.000000 Penalty: 4227.186523
	Iteration 75Q: 3 clusters Score -2.098657e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 420826 members 
Entering Unmasked Estep 
Score: -20988858.000000 Penalty: 4227.186523
	Iteration 76Q: 3 clusters Score -2.098886e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 425101 members 
Entering Unmasked Estep 
Score: -20991156.000000 Penalty: 4227.186523
	Iteration 77Q: 3 clusters Score -2.099116e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 428892 members 
Entering Unmasked Estep 
Score: -20993118.000000 Penalty: 4227.186523
	Iteration 78Q: 3 clusters Score -2.099312e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 432257 members 
Entering Unmasked Estep 
Score: -20994990.000000 Penalty: 4227.186523
	Iteration 79Q: 3 clusters Score -2.099499e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 435148 members 
Entering Unmasked Estep 
Score: -20996592.000000 Penalty: 4227.186523
	Iteration 80F: 3 clusters Score -2.099659e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 437579 members 
Entering Unmasked Estep 
Score: -20998036.000000 Penalty: 4227.186523
	Iteration 81Q: 3 clusters Score -2.099804e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 439536 members 
Entering Unmasked Estep 
Score: -20999076.000000 Penalty: 4227.186523
	Iteration 82Q: 3 clusters Score -2.099908e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 441055 members 
Entering Unmasked Estep 
Score: -20999870.000000 Penalty: 4227.186523
	Iteration 83Q: 3 clusters Score -2.099987e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 442135 members 
Entering Unmasked Estep 
Score: -21000428.000000 Penalty: 4227.186523
	Iteration 84Q: 3 clusters Score -2.100043e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 442944 members 
Entering Unmasked Estep 
Score: -21000824.000000 Penalty: 4227.186523
	Iteration 85Q: 3 clusters Score -2.100082e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 443488 members 
Entering Unmasked Estep 
Score: -21001134.000000 Penalty: 4227.186523
	Iteration 86Q: 3 clusters Score -2.100113e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 443892 members 
Entering Unmasked Estep 
Score: -21001354.000000 Penalty: 4227.186523
	Iteration 87Q: 3 clusters Score -2.100135e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 444170 members 
Entering Unmasked Estep 
Score: -21001556.000000 Penalty: 4227.186523
	Iteration 88Q: 3 clusters Score -2.100156e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 444350 members 
Entering Unmasked Estep 
Score: -21001604.000000 Penalty: 4227.186523
	Iteration 89Q: 3 clusters Score -2.10016e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 444457 members 
Entering Unmasked Estep 
Score: -21001640.000000 Penalty: 4227.186523
	Iteration 90Q: 3 clusters Score -2.100164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 444533 members 
Entering Unmasked Estep 
Score: -21001674.000000 Penalty: 4227.186523
	Iteration 91Q: 3 clusters Score -2.100167e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 444598 members 
Entering Unmasked Estep 
Score: -21001718.000000 Penalty: 4227.186523
	Iteration 92Q: 3 clusters Score -2.100172e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 444645 members 
Entering Unmasked Estep 
Score: -21001754.000000 Penalty: 4227.186523
	Iteration 93Q: 3 clusters Score -2.100175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 444684 members 
Entering Unmasked Estep 
Score: -21001766.000000 Penalty: 4227.186523
	Iteration 94Q: 3 clusters Score -2.100177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 444704 members 
Entering Unmasked Estep 
Score: -21001772.000000 Penalty: 4227.186523
	Iteration 95Q: 3 clusters Score -2.100177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 444716 members 
Entering Unmasked Estep 
Score: -21001780.000000 Penalty: 4227.186523
	Iteration 96Q: 3 clusters Score -2.100178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 444725 members 
Entering Unmasked Estep 
Score: -21001788.000000 Penalty: 4227.186523
	Iteration 97Q: 3 clusters Score -2.100179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 444733 members 
Entering Unmasked Estep 
Score: -21001788.000000 Penalty: 4227.186523
	Iteration 98Q: 3 clusters Score -2.100179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 444740 members 
Entering Unmasked Estep 
Score: -21001800.000000 Penalty: 4227.186523
	Iteration 99Q: 3 clusters Score -2.10018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 444742 members 
Entering Unmasked Estep 
Score: -21001788.000000 Penalty: 4227.186523
	Iteration 100F: 3 clusters Score -2.100179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 444751 members 
Entering Unmasked Estep 
Score: -21001796.000000 Penalty: 4227.186523
	Iteration 101Q: 3 clusters Score -2.10018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 444758 members 
Entering Unmasked Estep 
Score: -21001788.000000 Penalty: 4227.186523
	Iteration 102Q: 3 clusters Score -2.100179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 444762 members 
Entering Unmasked Estep 
Score: -21001796.000000 Penalty: 4227.186523
	Iteration 103Q: 3 clusters Score -2.10018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 444767 members 
Entering Unmasked Estep 
Score: -21001782.000000 Penalty: 4227.186523
	Iteration 104Q: 3 clusters Score -2.100178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 444769 members 
Entering Unmasked Estep 
Score: -21001810.000000 Penalty: 4227.186523
	Iteration 105Q: 3 clusters Score -2.100181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 444771 members 
Entering Unmasked Estep 
Score: -21001798.000000 Penalty: 4227.186523
	Iteration 106Q: 3 clusters Score -2.10018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 444771 members 
Entering Unmasked Estep 
Score: -21001798.000000 Penalty: 4227.186523
	Iteration 107Q: 3 clusters Score -2.10018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 444773 members 
Entering Unmasked Estep 
Score: -21001796.000000 Penalty: 4227.186523
	Iteration 108Q: 3 clusters Score -2.10018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 444773 members 
Entering Unmasked Estep 
Score: -21001796.000000 Penalty: 4227.186523
	Iteration 109F: 3 clusters Score -2.10018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -27370.312500 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -27370.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26213.974609 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -26213.97 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26390.138672 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -26390.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26439.447266 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -26439.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26460.589844 Penalty: 2074.090088
	Iteration 3Q: 3 clusters Score -26460.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26475.203125 Penalty: 2074.090088
	Iteration 4Q: 3 clusters Score -26475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26481.810547 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -26481.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26485.529297 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -26485.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26487.658203 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -26487.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26490.671875 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -26490.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26496.519531 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -26496.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26497.798828 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -26497.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26499.962891 Penalty: 2074.090088
	Iteration 11Q: 3 clusters Score -26499.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26505.277344 Penalty: 2074.090088
	Iteration 12Q: 3 clusters Score -26505.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26510.318359 Penalty: 2074.090088
	Iteration 13Q: 3 clusters Score -26510.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26511.783203 Penalty: 2074.090088
	Iteration 14Q: 3 clusters Score -26511.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26511.783203 Penalty: 2074.090088
	Iteration 15F: 3 clusters Score -26511.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207100 members 
Entering Unmasked Estep 
Score: -10131776.000000 Penalty: 1989.155518
	Iteration 0F: 2 clusters Score -1.013178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -9992893.000000 Penalty: 3978.311035
	Iteration 0F: 3 clusters Score -9992893 nChanged 100037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -10053486.000000 Penalty: 3978.311035
	Iteration 1F: 3 clusters Score -1.005349e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123731 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -10056875.000000 Penalty: 3978.311035
	Iteration 2Q: 3 clusters Score -1.005688e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135242 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -10063597.000000 Penalty: 3978.311035
	Iteration 3F: 3 clusters Score -1.00636e+07 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -10075867.000000 Penalty: 3978.311035
	Iteration 4F: 3 clusters Score -1.007587e+07 nChanged 19082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -10093275.000000 Penalty: 3978.311035
	Iteration 5F: 3 clusters Score -1.009328e+07 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187807 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -10111209.000000 Penalty: 3978.311035
	Iteration 6F: 3 clusters Score -1.011121e+07 nChanged 11282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199081 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -10122782.000000 Penalty: 3978.311035
	Iteration 7F: 3 clusters Score -1.012278e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204255 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -10127710.000000 Penalty: 3978.311035
	Iteration 8Q: 3 clusters Score -1.012771e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206016 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10129281.000000 Penalty: 3978.311035
	Iteration 9Q: 3 clusters Score -1.012928e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206576 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10129759.000000 Penalty: 3978.311035
	Iteration 10Q: 3 clusters Score -1.012976e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206763 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10129930.000000 Penalty: 3978.311035
	Iteration 11Q: 3 clusters Score -1.012993e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206839 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10130043.000000 Penalty: 3978.311035
	Iteration 12Q: 3 clusters Score -1.013004e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206867 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10130086.000000 Penalty: 3978.311035
	Iteration 13Q: 3 clusters Score -1.013009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206878 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10130116.000000 Penalty: 3978.311035
	Iteration 14Q: 3 clusters Score -1.013012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206881 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10130153.000000 Penalty: 3978.311035
	Iteration 15Q: 3 clusters Score -1.013015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10130159.000000 Penalty: 3978.311035
	Iteration 16Q: 3 clusters Score -1.013016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10130168.000000 Penalty: 3978.311035
	Iteration 17Q: 3 clusters Score -1.013017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10130168.000000 Penalty: 3978.311035
	Iteration 18Q: 3 clusters Score -1.013017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10130169.000000 Penalty: 3978.311035
	Iteration 19Q: 3 clusters Score -1.013017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206886 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10130174.000000 Penalty: 3978.311035
	Iteration 20F: 3 clusters Score -1.013017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206883 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10130183.000000 Penalty: 3978.311035
	Iteration 21Q: 3 clusters Score -1.013018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10130192.000000 Penalty: 3978.311035
	Iteration 22Q: 3 clusters Score -1.013019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10130186.000000 Penalty: 3978.311035
	Iteration 23Q: 3 clusters Score -1.013019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10130197.000000 Penalty: 3978.311035
	Iteration 24Q: 3 clusters Score -1.01302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206886 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10130196.000000 Penalty: 3978.311035
	Iteration 25Q: 3 clusters Score -1.01302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10130194.000000 Penalty: 3978.311035
	Iteration 26Q: 3 clusters Score -1.013019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10130194.000000 Penalty: 3978.311035
	Iteration 27F: 3 clusters Score -1.013019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Entering Unmasked Estep 
Score: -341859.468750 Penalty: 1429.257568
	Iteration 0F: 2 clusters Score -341859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -336922.218750 Penalty: 2858.515137
	Iteration 0F: 3 clusters Score -336922.2 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -338383.625000 Penalty: 2858.515137
	Iteration 1F: 3 clusters Score -338383.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -338657.906250 Penalty: 2858.515137
	Iteration 2F: 3 clusters Score -338657.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -338915.281250 Penalty: 2858.515137
	Iteration 3F: 3 clusters Score -338915.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -339164.906250 Penalty: 2858.515137
	Iteration 4F: 3 clusters Score -339164.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -339419.187500 Penalty: 2858.515137
	Iteration 5F: 3 clusters Score -339419.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -339654.406250 Penalty: 2858.515137
	Iteration 6Q: 3 clusters Score -339654.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -339904.906250 Penalty: 2858.515137
	Iteration 7Q: 3 clusters Score -339904.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -340089.000000 Penalty: 2858.515137
	Iteration 8Q: 3 clusters Score -340089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -340212.750000 Penalty: 2858.515137
	Iteration 9Q: 3 clusters Score -340212.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -340295.593750 Penalty: 2858.515137
	Iteration 10Q: 3 clusters Score -340295.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -340359.625000 Penalty: 2858.515137
	Iteration 11Q: 3 clusters Score -340359.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -340403.750000 Penalty: 2858.515137
	Iteration 12Q: 3 clusters Score -340403.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -340437.093750 Penalty: 2858.515137
	Iteration 13Q: 3 clusters Score -340437.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -340459.437500 Penalty: 2858.515137
	Iteration 14Q: 3 clusters Score -340459.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -340480.000000 Penalty: 2858.515137
	Iteration 15Q: 3 clusters Score -340480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -340498.562500 Penalty: 2858.515137
	Iteration 16Q: 3 clusters Score -340498.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -340522.062500 Penalty: 2858.515137
	Iteration 17Q: 3 clusters Score -340522.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -340550.031250 Penalty: 2858.515137
	Iteration 18Q: 3 clusters Score -340550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -340563.906250 Penalty: 2858.515137
	Iteration 19Q: 3 clusters Score -340563.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -340571.718750 Penalty: 2858.515137
	Iteration 20F: 3 clusters Score -340571.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -340576.812500 Penalty: 2858.515137
	Iteration 21Q: 3 clusters Score -340576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -340582.312500 Penalty: 2858.515137
	Iteration 22Q: 3 clusters Score -340582.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -340588.250000 Penalty: 2858.515137
	Iteration 23Q: 3 clusters Score -340588.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -340594.656250 Penalty: 2858.515137
	Iteration 24Q: 3 clusters Score -340594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -340599.187500 Penalty: 2858.515137
	Iteration 25Q: 3 clusters Score -340599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -340601.937500 Penalty: 2858.515137
	Iteration 26Q: 3 clusters Score -340601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -340603.500000 Penalty: 2858.515137
	Iteration 27Q: 3 clusters Score -340603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -340605.843750 Penalty: 2858.515137
	Iteration 28Q: 3 clusters Score -340605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -340606.875000 Penalty: 2858.515137
	Iteration 29Q: 3 clusters Score -340606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -340607.187500 Penalty: 2858.515137
	Iteration 30Q: 3 clusters Score -340607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -340607.875000 Penalty: 2858.515137
	Iteration 31Q: 3 clusters Score -340607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -340609.531250 Penalty: 2858.515137
	Iteration 32Q: 3 clusters Score -340609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -340612.875000 Penalty: 2858.515137
	Iteration 33Q: 3 clusters Score -340612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -340614.500000 Penalty: 2858.515137
	Iteration 34Q: 3 clusters Score -340614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -340615.531250 Penalty: 2858.515137
	Iteration 35Q: 3 clusters Score -340615.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -340615.687500 Penalty: 2858.515137
	Iteration 36Q: 3 clusters Score -340615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -340615.687500 Penalty: 2858.515137
	Iteration 37F: 3 clusters Score -340615.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Entering Unmasked Estep 
Score: -617698.500000 Penalty: 1532.693970
	Iteration 0F: 2 clusters Score -617698.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -608928.875000 Penalty: 3065.387939
	Iteration 0F: 3 clusters Score -608928.9 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -611754.125000 Penalty: 3065.387939
	Iteration 1F: 3 clusters Score -611754.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -612086.187500 Penalty: 3065.387939
	Iteration 2F: 3 clusters Score -612086.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -612485.812500 Penalty: 3065.387939
	Iteration 3F: 3 clusters Score -612485.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -613085.062500 Penalty: 3065.387939
	Iteration 4F: 3 clusters Score -613085.1 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -613909.375000 Penalty: 3065.387939
	Iteration 5F: 3 clusters Score -613909.4 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -614783.375000 Penalty: 3065.387939
	Iteration 6F: 3 clusters Score -614783.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -615484.500000 Penalty: 3065.387939
	Iteration 7F: 3 clusters Score -615484.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -615974.437500 Penalty: 3065.387939
	Iteration 8Q: 3 clusters Score -615974.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -616299.375000 Penalty: 3065.387939
	Iteration 9Q: 3 clusters Score -616299.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -616446.187500 Penalty: 3065.387939
	Iteration 10Q: 3 clusters Score -616446.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -616517.062500 Penalty: 3065.387939
	Iteration 11Q: 3 clusters Score -616517.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -616561.250000 Penalty: 3065.387939
	Iteration 12Q: 3 clusters Score -616561.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -616591.437500 Penalty: 3065.387939
	Iteration 13Q: 3 clusters Score -616591.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -616604.437500 Penalty: 3065.387939
	Iteration 14Q: 3 clusters Score -616604.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -616611.625000 Penalty: 3065.387939
	Iteration 15Q: 3 clusters Score -616611.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -616618.187500 Penalty: 3065.387939
	Iteration 16Q: 3 clusters Score -616618.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -616620.187500 Penalty: 3065.387939
	Iteration 17Q: 3 clusters Score -616620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -616621.687500 Penalty: 3065.387939
	Iteration 18Q: 3 clusters Score -616621.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -616622.750000 Penalty: 3065.387939
	Iteration 19Q: 3 clusters Score -616622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -616625.062500 Penalty: 3065.387939
	Iteration 20F: 3 clusters Score -616625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -616626.875000 Penalty: 3065.387939
	Iteration 21Q: 3 clusters Score -616626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -616627.562500 Penalty: 3065.387939
	Iteration 22Q: 3 clusters Score -616627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -616626.937500 Penalty: 3065.387939
	Iteration 23Q: 3 clusters Score -616626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -616627.812500 Penalty: 3065.387939
	Iteration 24Q: 3 clusters Score -616627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -616631.625000 Penalty: 3065.387939
	Iteration 25Q: 3 clusters Score -616631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -616631.375000 Penalty: 3065.387939
	Iteration 26Q: 3 clusters Score -616631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -616631.375000 Penalty: 3065.387939
	Iteration 27F: 3 clusters Score -616631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Entering Unmasked Estep 
Score: -668756.875000 Penalty: 1545.459351
	Iteration 0F: 2 clusters Score -668756.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -659290.625000 Penalty: 3090.918701
	Iteration 0F: 3 clusters Score -659290.6 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -662628.687500 Penalty: 3090.918701
	Iteration 1F: 3 clusters Score -662628.7 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -662968.375000 Penalty: 3090.918701
	Iteration 2F: 3 clusters Score -662968.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -663246.250000 Penalty: 3090.918701
	Iteration 3Q: 3 clusters Score -663246.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -663578.062500 Penalty: 3090.918701
	Iteration 4Q: 3 clusters Score -663578.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -663981.937500 Penalty: 3090.918701
	Iteration 5F: 3 clusters Score -663981.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -664464.812500 Penalty: 3090.918701
	Iteration 6F: 3 clusters Score -664464.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -664985.000000 Penalty: 3090.918701
	Iteration 7F: 3 clusters Score -664985 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -665598.625000 Penalty: 3090.918701
	Iteration 8F: 3 clusters Score -665598.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -666211.750000 Penalty: 3090.918701
	Iteration 9Q: 3 clusters Score -666211.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -666668.500000 Penalty: 3090.918701
	Iteration 10Q: 3 clusters Score -666668.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -666950.687500 Penalty: 3090.918701
	Iteration 11Q: 3 clusters Score -666950.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -667132.562500 Penalty: 3090.918701
	Iteration 12Q: 3 clusters Score -667132.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -667240.250000 Penalty: 3090.918701
	Iteration 13Q: 3 clusters Score -667240.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -667304.312500 Penalty: 3090.918701
	Iteration 14Q: 3 clusters Score -667304.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -667348.562500 Penalty: 3090.918701
	Iteration 15Q: 3 clusters Score -667348.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -667370.875000 Penalty: 3090.918701
	Iteration 16Q: 3 clusters Score -667370.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -667390.000000 Penalty: 3090.918701
	Iteration 17Q: 3 clusters Score -667390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -667401.437500 Penalty: 3090.918701
	Iteration 18Q: 3 clusters Score -667401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -667410.187500 Penalty: 3090.918701
	Iteration 19Q: 3 clusters Score -667410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -667417.062500 Penalty: 3090.918701
	Iteration 20F: 3 clusters Score -667417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -667422.500000 Penalty: 3090.918701
	Iteration 21Q: 3 clusters Score -667422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -667423.937500 Penalty: 3090.918701
	Iteration 22Q: 3 clusters Score -667423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -667425.250000 Penalty: 3090.918701
	Iteration 23Q: 3 clusters Score -667425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -667426.000000 Penalty: 3090.918701
	Iteration 24Q: 3 clusters Score -667426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -667426.000000 Penalty: 3090.918701
	Iteration 25F: 3 clusters Score -667426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Entering Unmasked Estep 
Score: -2496441.250000 Penalty: 1762.568604
	Iteration 0F: 2 clusters Score -2496441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2462405.750000 Penalty: 3525.137207
	Iteration 0F: 3 clusters Score -2462406 nChanged 23926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2476443.250000 Penalty: 3525.137207
	Iteration 1F: 3 clusters Score -2476443 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2477584.250000 Penalty: 3525.137207
	Iteration 2Q: 3 clusters Score -2477584 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2479137.000000 Penalty: 3525.137207
	Iteration 3F: 3 clusters Score -2479137 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2481128.000000 Penalty: 3525.137207
	Iteration 4F: 3 clusters Score -2481128 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2483548.250000 Penalty: 3525.137207
	Iteration 5F: 3 clusters Score -2483548 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2486171.500000 Penalty: 3525.137207
	Iteration 6F: 3 clusters Score -2486172 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2488373.000000 Penalty: 3525.137207
	Iteration 7F: 3 clusters Score -2488373 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2490102.250000 Penalty: 3525.137207
	Iteration 8Q: 3 clusters Score -2490102 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2491182.500000 Penalty: 3525.137207
	Iteration 9Q: 3 clusters Score -2491182 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2491897.000000 Penalty: 3525.137207
	Iteration 10Q: 3 clusters Score -2491897 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2492422.000000 Penalty: 3525.137207
	Iteration 11Q: 3 clusters Score -2492422 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2492819.000000 Penalty: 3525.137207
	Iteration 12Q: 3 clusters Score -2492819 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2493168.250000 Penalty: 3525.137207
	Iteration 13Q: 3 clusters Score -2493168 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2493504.000000 Penalty: 3525.137207
	Iteration 14Q: 3 clusters Score -2493504 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2493838.750000 Penalty: 3525.137207
	Iteration 15Q: 3 clusters Score -2493839 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2494135.750000 Penalty: 3525.137207
	Iteration 16Q: 3 clusters Score -2494136 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2494408.250000 Penalty: 3525.137207
	Iteration 17Q: 3 clusters Score -2494408 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2494632.250000 Penalty: 3525.137207
	Iteration 18Q: 3 clusters Score -2494632 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2494852.500000 Penalty: 3525.137207
	Iteration 19Q: 3 clusters Score -2494852 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2495073.250000 Penalty: 3525.137207
	Iteration 20F: 3 clusters Score -2495073 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2495258.250000 Penalty: 3525.137207
	Iteration 21Q: 3 clusters Score -2495258 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2495439.500000 Penalty: 3525.137207
	Iteration 22Q: 3 clusters Score -2495440 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2495660.000000 Penalty: 3525.137207
	Iteration 23Q: 3 clusters Score -2495660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2495883.250000 Penalty: 3525.137207
	Iteration 24Q: 3 clusters Score -2495883 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2496070.000000 Penalty: 3525.137207
	Iteration 25Q: 3 clusters Score -2496070 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2496168.250000 Penalty: 3525.137207
	Iteration 26Q: 3 clusters Score -2496168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2496209.250000 Penalty: 3525.137207
	Iteration 27Q: 3 clusters Score -2496209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2496249.750000 Penalty: 3525.137207
	Iteration 28Q: 3 clusters Score -2496250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2496259.500000 Penalty: 3525.137207
	Iteration 29Q: 3 clusters Score -2496260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2496265.000000 Penalty: 3525.137207
	Iteration 30Q: 3 clusters Score -2496265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2496278.500000 Penalty: 3525.137207
	Iteration 31Q: 3 clusters Score -2496278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2496283.250000 Penalty: 3525.137207
	Iteration 32Q: 3 clusters Score -2496283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2496284.000000 Penalty: 3525.137207
	Iteration 33Q: 3 clusters Score -2496284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2496288.250000 Penalty: 3525.137207
	Iteration 34Q: 3 clusters Score -2496288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2496287.500000 Penalty: 3525.137207
	Iteration 35Q: 3 clusters Score -2496288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2496289.250000 Penalty: 3525.137207
	Iteration 36Q: 3 clusters Score -2496289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2496289.500000 Penalty: 3525.137207
	Iteration 37Q: 3 clusters Score -2496290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2496292.750000 Penalty: 3525.137207
	Iteration 38Q: 3 clusters Score -2496293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2496292.500000 Penalty: 3525.137207
	Iteration 39Q: 3 clusters Score -2496292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2496294.000000 Penalty: 3525.137207
	Iteration 40F: 3 clusters Score -2496294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2496300.000000 Penalty: 3525.137207
	Iteration 41Q: 3 clusters Score -2496300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2496296.750000 Penalty: 3525.137207
	Iteration 42Q: 3 clusters Score -2496297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2496297.000000 Penalty: 3525.137207
	Iteration 43Q: 3 clusters Score -2496297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2496299.000000 Penalty: 3525.137207
	Iteration 44Q: 3 clusters Score -2496299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2496297.750000 Penalty: 3525.137207
	Iteration 45Q: 3 clusters Score -2496298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2496297.750000 Penalty: 3525.137207
	Iteration 46F: 3 clusters Score -2496298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -316193.406250 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -316193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -311183.062500 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -311183.1 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -312643.968750 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -312644 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -312813.687500 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -312813.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -312940.937500 Penalty: 2860.624268
	Iteration 3Q: 3 clusters Score -312940.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -313071.218750 Penalty: 2860.624268
	Iteration 4Q: 3 clusters Score -313071.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -313201.968750 Penalty: 2860.624268
	Iteration 5Q: 3 clusters Score -313202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -313350.875000 Penalty: 2860.624268
	Iteration 6Q: 3 clusters Score -313350.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -313528.750000 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -313528.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -313722.031250 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -313722 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -313914.750000 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -313914.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -314117.375000 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -314117.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -314307.125000 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -314307.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -314453.281250 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -314453.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -314555.406250 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -314555.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -314648.656250 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -314648.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -314740.031250 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -314740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -314815.281250 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -314815.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -314855.718750 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -314855.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -314882.281250 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -314882.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -314904.062500 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -314904.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -314917.468750 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -314917.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -314927.812500 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -314927.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -314935.437500 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -314935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -314940.593750 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -314940.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -314941.812500 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -314941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -314947.968750 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -314948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -314953.093750 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -314953.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -314959.250000 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -314959.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -314962.093750 Penalty: 2860.624268
	Iteration 28Q: 3 clusters Score -314962.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -314965.375000 Penalty: 2860.624268
	Iteration 29Q: 3 clusters Score -314965.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -314966.531250 Penalty: 2860.624268
	Iteration 30Q: 3 clusters Score -314966.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -314971.406250 Penalty: 2860.624268
	Iteration 31Q: 3 clusters Score -314971.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -314975.500000 Penalty: 2860.624268
	Iteration 32Q: 3 clusters Score -314975.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -314979.500000 Penalty: 2860.624268
	Iteration 33Q: 3 clusters Score -314979.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -314984.281250 Penalty: 2860.624268
	Iteration 34Q: 3 clusters Score -314984.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -314987.437500 Penalty: 2860.624268
	Iteration 35Q: 3 clusters Score -314987.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -314988.531250 Penalty: 2860.624268
	Iteration 36Q: 3 clusters Score -314988.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -314990.531250 Penalty: 2860.624268
	Iteration 37Q: 3 clusters Score -314990.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -314993.625000 Penalty: 2860.624268
	Iteration 38Q: 3 clusters Score -314993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -314996.281250 Penalty: 2860.624268
	Iteration 39Q: 3 clusters Score -314996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -314996.656250 Penalty: 2860.624268
	Iteration 40F: 3 clusters Score -314996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -315000.000000 Penalty: 2860.624268
	Iteration 41Q: 3 clusters Score -315000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -315002.593750 Penalty: 2860.624268
	Iteration 42Q: 3 clusters Score -315002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -315005.781250 Penalty: 2860.624268
	Iteration 43Q: 3 clusters Score -315005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -315008.312500 Penalty: 2860.624268
	Iteration 44Q: 3 clusters Score -315008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -315010.093750 Penalty: 2860.624268
	Iteration 45Q: 3 clusters Score -315010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -315011.906250 Penalty: 2860.624268
	Iteration 46Q: 3 clusters Score -315011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -315012.875000 Penalty: 2860.624268
	Iteration 47Q: 3 clusters Score -315012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -315013.593750 Penalty: 2860.624268
	Iteration 48Q: 3 clusters Score -315013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -315014.500000 Penalty: 2860.624268
	Iteration 49Q: 3 clusters Score -315014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -315015.750000 Penalty: 2860.624268
	Iteration 50Q: 3 clusters Score -315015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -315017.156250 Penalty: 2860.624268
	Iteration 51Q: 3 clusters Score -315017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -315017.437500 Penalty: 2860.624268
	Iteration 52Q: 3 clusters Score -315017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -315018.937500 Penalty: 2860.624268
	Iteration 53Q: 3 clusters Score -315018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -315021.093750 Penalty: 2860.624268
	Iteration 54Q: 3 clusters Score -315021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -315024.781250 Penalty: 2860.624268
	Iteration 55Q: 3 clusters Score -315024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -315028.625000 Penalty: 2860.624268
	Iteration 56Q: 3 clusters Score -315028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -315030.906250 Penalty: 2860.624268
	Iteration 57Q: 3 clusters Score -315030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -315032.062500 Penalty: 2860.624268
	Iteration 58Q: 3 clusters Score -315032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -315033.093750 Penalty: 2860.624268
	Iteration 59Q: 3 clusters Score -315033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -315034.187500 Penalty: 2860.624268
	Iteration 60F: 3 clusters Score -315034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -315034.500000 Penalty: 2860.624268
	Iteration 61Q: 3 clusters Score -315034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -315036.000000 Penalty: 2860.624268
	Iteration 62Q: 3 clusters Score -315036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -315038.281250 Penalty: 2860.624268
	Iteration 63Q: 3 clusters Score -315038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -315040.250000 Penalty: 2860.624268
	Iteration 64Q: 3 clusters Score -315040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -315041.281250 Penalty: 2860.624268
	Iteration 65Q: 3 clusters Score -315041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -315042.437500 Penalty: 2860.624268
	Iteration 66Q: 3 clusters Score -315042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -315045.875000 Penalty: 2860.624268
	Iteration 67Q: 3 clusters Score -315045.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -315047.750000 Penalty: 2860.624268
	Iteration 68Q: 3 clusters Score -315047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -315052.281250 Penalty: 2860.624268
	Iteration 69Q: 3 clusters Score -315052.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -315055.656250 Penalty: 2860.624268
	Iteration 70Q: 3 clusters Score -315055.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -315059.718750 Penalty: 2860.624268
	Iteration 71Q: 3 clusters Score -315059.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -315065.500000 Penalty: 2860.624268
	Iteration 72Q: 3 clusters Score -315065.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -315070.750000 Penalty: 2860.624268
	Iteration 73Q: 3 clusters Score -315070.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -315075.625000 Penalty: 2860.624268
	Iteration 74Q: 3 clusters Score -315075.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -315081.343750 Penalty: 2860.624268
	Iteration 75Q: 3 clusters Score -315081.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -315084.750000 Penalty: 2860.624268
	Iteration 76Q: 3 clusters Score -315084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -315089.875000 Penalty: 2860.624268
	Iteration 77Q: 3 clusters Score -315089.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -315096.062500 Penalty: 2860.624268
	Iteration 78Q: 3 clusters Score -315096.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -315101.062500 Penalty: 2860.624268
	Iteration 79Q: 3 clusters Score -315101.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -315105.812500 Penalty: 2860.624268
	Iteration 80F: 3 clusters Score -315105.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -315111.468750 Penalty: 2860.624268
	Iteration 81Q: 3 clusters Score -315111.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -315112.125000 Penalty: 2860.624268
	Iteration 82Q: 3 clusters Score -315112.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -315114.812500 Penalty: 2860.624268
	Iteration 83Q: 3 clusters Score -315114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -315116.437500 Penalty: 2860.624268
	Iteration 84Q: 3 clusters Score -315116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -315117.687500 Penalty: 2860.624268
	Iteration 85Q: 3 clusters Score -315117.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -315119.812500 Penalty: 2860.624268
	Iteration 86Q: 3 clusters Score -315119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -315121.937500 Penalty: 2860.624268
	Iteration 87Q: 3 clusters Score -315121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -315123.937500 Penalty: 2860.624268
	Iteration 88Q: 3 clusters Score -315123.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -315124.718750 Penalty: 2860.624268
	Iteration 89Q: 3 clusters Score -315124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -315125.593750 Penalty: 2860.624268
	Iteration 90Q: 3 clusters Score -315125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -315126.281250 Penalty: 2860.624268
	Iteration 91Q: 3 clusters Score -315126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -315127.031250 Penalty: 2860.624268
	Iteration 92Q: 3 clusters Score -315127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -315127.125000 Penalty: 2860.624268
	Iteration 93Q: 3 clusters Score -315127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -315127.125000 Penalty: 2860.624268
	Iteration 94F: 3 clusters Score -315127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -262624.312500 Penalty: 1396.007568
	Iteration 0F: 2 clusters Score -262624.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -258428.687500 Penalty: 2792.015137
	Iteration 0F: 3 clusters Score -258428.7 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -259558.656250 Penalty: 2792.015137
	Iteration 1F: 3 clusters Score -259558.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -259763.468750 Penalty: 2792.015137
	Iteration 2F: 3 clusters Score -259763.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -259881.218750 Penalty: 2792.015137
	Iteration 3F: 3 clusters Score -259881.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -259969.375000 Penalty: 2792.015137
	Iteration 4Q: 3 clusters Score -259969.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -260050.203125 Penalty: 2792.015137
	Iteration 5Q: 3 clusters Score -260050.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -260139.531250 Penalty: 2792.015137
	Iteration 6Q: 3 clusters Score -260139.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -260218.859375 Penalty: 2792.015137
	Iteration 7Q: 3 clusters Score -260218.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -260297.093750 Penalty: 2792.015137
	Iteration 8Q: 3 clusters Score -260297.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -260387.281250 Penalty: 2792.015137
	Iteration 9Q: 3 clusters Score -260387.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -260473.578125 Penalty: 2792.015137
	Iteration 10Q: 3 clusters Score -260473.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -260554.546875 Penalty: 2792.015137
	Iteration 11Q: 3 clusters Score -260554.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -260631.218750 Penalty: 2792.015137
	Iteration 12Q: 3 clusters Score -260631.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -260700.203125 Penalty: 2792.015137
	Iteration 13Q: 3 clusters Score -260700.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -260766.875000 Penalty: 2792.015137
	Iteration 14Q: 3 clusters Score -260766.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -260829.859375 Penalty: 2792.015137
	Iteration 15Q: 3 clusters Score -260829.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -260891.484375 Penalty: 2792.015137
	Iteration 16Q: 3 clusters Score -260891.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -260961.750000 Penalty: 2792.015137
	Iteration 17Q: 3 clusters Score -260961.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -261018.906250 Penalty: 2792.015137
	Iteration 18Q: 3 clusters Score -261018.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -261065.843750 Penalty: 2792.015137
	Iteration 19Q: 3 clusters Score -261065.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -261089.437500 Penalty: 2792.015137
	Iteration 20F: 3 clusters Score -261089.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -261106.265625 Penalty: 2792.015137
	Iteration 21Q: 3 clusters Score -261106.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -261120.671875 Penalty: 2792.015137
	Iteration 22Q: 3 clusters Score -261120.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -261131.156250 Penalty: 2792.015137
	Iteration 23Q: 3 clusters Score -261131.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -261139.062500 Penalty: 2792.015137
	Iteration 24Q: 3 clusters Score -261139.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -261145.421875 Penalty: 2792.015137
	Iteration 25Q: 3 clusters Score -261145.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -261151.140625 Penalty: 2792.015137
	Iteration 26Q: 3 clusters Score -261151.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -261156.109375 Penalty: 2792.015137
	Iteration 27Q: 3 clusters Score -261156.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -261163.250000 Penalty: 2792.015137
	Iteration 28Q: 3 clusters Score -261163.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -261171.640625 Penalty: 2792.015137
	Iteration 29Q: 3 clusters Score -261171.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -261177.187500 Penalty: 2792.015137
	Iteration 30Q: 3 clusters Score -261177.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -261183.078125 Penalty: 2792.015137
	Iteration 31Q: 3 clusters Score -261183.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -261190.218750 Penalty: 2792.015137
	Iteration 32Q: 3 clusters Score -261190.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -261198.062500 Penalty: 2792.015137
	Iteration 33Q: 3 clusters Score -261198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -261202.375000 Penalty: 2792.015137
	Iteration 34Q: 3 clusters Score -261202.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -261206.750000 Penalty: 2792.015137
	Iteration 35Q: 3 clusters Score -261206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -261212.500000 Penalty: 2792.015137
	Iteration 36Q: 3 clusters Score -261212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -261218.171875 Penalty: 2792.015137
	Iteration 37Q: 3 clusters Score -261218.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -261223.796875 Penalty: 2792.015137
	Iteration 38Q: 3 clusters Score -261223.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -261228.250000 Penalty: 2792.015137
	Iteration 39Q: 3 clusters Score -261228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -261230.875000 Penalty: 2792.015137
	Iteration 40F: 3 clusters Score -261230.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -261235.453125 Penalty: 2792.015137
	Iteration 41Q: 3 clusters Score -261235.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -261238.796875 Penalty: 2792.015137
	Iteration 42Q: 3 clusters Score -261238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -261241.031250 Penalty: 2792.015137
	Iteration 43Q: 3 clusters Score -261241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -261243.484375 Penalty: 2792.015137
	Iteration 44Q: 3 clusters Score -261243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -261245.656250 Penalty: 2792.015137
	Iteration 45Q: 3 clusters Score -261245.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -261249.218750 Penalty: 2792.015137
	Iteration 46Q: 3 clusters Score -261249.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -261254.906250 Penalty: 2792.015137
	Iteration 47Q: 3 clusters Score -261254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -261258.750000 Penalty: 2792.015137
	Iteration 48Q: 3 clusters Score -261258.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -261261.250000 Penalty: 2792.015137
	Iteration 49Q: 3 clusters Score -261261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -261263.828125 Penalty: 2792.015137
	Iteration 50Q: 3 clusters Score -261263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -261264.609375 Penalty: 2792.015137
	Iteration 51Q: 3 clusters Score -261264.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -261265.812500 Penalty: 2792.015137
	Iteration 52Q: 3 clusters Score -261265.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -261266.906250 Penalty: 2792.015137
	Iteration 53Q: 3 clusters Score -261266.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -261268.093750 Penalty: 2792.015137
	Iteration 54Q: 3 clusters Score -261268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -261268.968750 Penalty: 2792.015137
	Iteration 55Q: 3 clusters Score -261269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -261270.828125 Penalty: 2792.015137
	Iteration 56Q: 3 clusters Score -261270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -261271.406250 Penalty: 2792.015137
	Iteration 57Q: 3 clusters Score -261271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -261272.187500 Penalty: 2792.015137
	Iteration 58Q: 3 clusters Score -261272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -261272.843750 Penalty: 2792.015137
	Iteration 59Q: 3 clusters Score -261272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -261273.156250 Penalty: 2792.015137
	Iteration 60F: 3 clusters Score -261273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -261274.125000 Penalty: 2792.015137
	Iteration 61Q: 3 clusters Score -261274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -261275.609375 Penalty: 2792.015137
	Iteration 62Q: 3 clusters Score -261275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -261276.265625 Penalty: 2792.015137
	Iteration 63Q: 3 clusters Score -261276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -261277.312500 Penalty: 2792.015137
	Iteration 64Q: 3 clusters Score -261277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -261277.281250 Penalty: 2792.015137
	Iteration 65Q: 3 clusters Score -261277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -261277.265625 Penalty: 2792.015137
	Iteration 66Q: 3 clusters Score -261277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -261277.359375 Penalty: 2792.015137
	Iteration 67Q: 3 clusters Score -261277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -261278.359375 Penalty: 2792.015137
	Iteration 68Q: 3 clusters Score -261278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -261278.359375 Penalty: 2792.015137
	Iteration 69F: 3 clusters Score -261278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Entering Unmasked Estep 
Score: -601430.875000 Penalty: 1535.290039
	Iteration 0F: 2 clusters Score -601430.9 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 6258 members 
Entering Unmasked Estep 
Score: -592436.187500 Penalty: 3070.580078
	Iteration 0F: 3 clusters Score -592436.2 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -595514.625000 Penalty: 3070.580078
	Iteration 1F: 3 clusters Score -595514.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -595813.375000 Penalty: 3070.580078
	Iteration 2F: 3 clusters Score -595813.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -596074.000000 Penalty: 3070.580078
	Iteration 3Q: 3 clusters Score -596074 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -596324.312500 Penalty: 3070.580078
	Iteration 4Q: 3 clusters Score -596324.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -596635.812500 Penalty: 3070.580078
	Iteration 5Q: 3 clusters Score -596635.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -597068.937500 Penalty: 3070.580078
	Iteration 6F: 3 clusters Score -597068.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -597631.875000 Penalty: 3070.580078
	Iteration 7F: 3 clusters Score -597631.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -598246.500000 Penalty: 3070.580078
	Iteration 8F: 3 clusters Score -598246.5 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -598860.187500 Penalty: 3070.580078
	Iteration 9F: 3 clusters Score -598860.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -599361.937500 Penalty: 3070.580078
	Iteration 10Q: 3 clusters Score -599361.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -599671.187500 Penalty: 3070.580078
	Iteration 11Q: 3 clusters Score -599671.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -599858.062500 Penalty: 3070.580078
	Iteration 12Q: 3 clusters Score -599858.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -599965.000000 Penalty: 3070.580078
	Iteration 13Q: 3 clusters Score -599965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -600012.375000 Penalty: 3070.580078
	Iteration 14Q: 3 clusters Score -600012.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -600046.000000 Penalty: 3070.580078
	Iteration 15Q: 3 clusters Score -600046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -600072.562500 Penalty: 3070.580078
	Iteration 16Q: 3 clusters Score -600072.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -600084.437500 Penalty: 3070.580078
	Iteration 17Q: 3 clusters Score -600084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -600090.437500 Penalty: 3070.580078
	Iteration 18Q: 3 clusters Score -600090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -600093.937500 Penalty: 3070.580078
	Iteration 19Q: 3 clusters Score -600093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -600102.750000 Penalty: 3070.580078
	Iteration 20F: 3 clusters Score -600102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -600112.250000 Penalty: 3070.580078
	Iteration 21Q: 3 clusters Score -600112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -600118.062500 Penalty: 3070.580078
	Iteration 22Q: 3 clusters Score -600118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -600124.812500 Penalty: 3070.580078
	Iteration 23Q: 3 clusters Score -600124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -600132.187500 Penalty: 3070.580078
	Iteration 24Q: 3 clusters Score -600132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -600137.750000 Penalty: 3070.580078
	Iteration 25Q: 3 clusters Score -600137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -600139.875000 Penalty: 3070.580078
	Iteration 26Q: 3 clusters Score -600139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -600140.000000 Penalty: 3070.580078
	Iteration 27Q: 3 clusters Score -600140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -600140.000000 Penalty: 3070.580078
	Iteration 28F: 3 clusters Score -600140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -123592.804688 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -123592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -121156.984375 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -121157 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -121719.804688 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -121719.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -121845.632812 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -121845.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -121922.843750 Penalty: 2545.146484
	Iteration 3F: 3 clusters Score -121922.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -121972.960938 Penalty: 2545.146484
	Iteration 4Q: 3 clusters Score -121973 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -122024.984375 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -122025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -122081.062500 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -122081.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -122127.312500 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -122127.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -122186.468750 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -122186.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -122262.492188 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -122262.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -122329.437500 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -122329.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -122400.906250 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -122400.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -122451.835938 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -122451.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -122500.382812 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -122500.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -122543.585938 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -122543.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -122572.492188 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -122572.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -122600.515625 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -122600.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -122619.812500 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -122619.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -122624.742188 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -122624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -122628.476562 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -122628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -122631.078125 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -122631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -122633.773438 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -122633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -122636.570312 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -122636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -122640.625000 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -122640.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -122643.921875 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -122643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -122646.515625 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -122646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -122648.859375 Penalty: 2545.146484
	Iteration 26Q: 3 clusters Score -122648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -122650.171875 Penalty: 2545.146484
	Iteration 27Q: 3 clusters Score -122650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -122651.578125 Penalty: 2545.146484
	Iteration 28Q: 3 clusters Score -122651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -122653.406250 Penalty: 2545.146484
	Iteration 29Q: 3 clusters Score -122653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -122654.703125 Penalty: 2545.146484
	Iteration 30Q: 3 clusters Score -122654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -122656.179688 Penalty: 2545.146484
	Iteration 31Q: 3 clusters Score -122656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -122658.320312 Penalty: 2545.146484
	Iteration 32Q: 3 clusters Score -122658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -122659.187500 Penalty: 2545.146484
	Iteration 33Q: 3 clusters Score -122659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -122659.187500 Penalty: 2545.146484
	Iteration 34F: 3 clusters Score -122659.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -199697.343750 Penalty: 1354.546631
	Iteration 0F: 2 clusters Score -199697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -196237.078125 Penalty: 2709.093262
	Iteration 0F: 3 clusters Score -196237.1 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -197151.937500 Penalty: 2709.093262
	Iteration 1F: 3 clusters Score -197151.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -197326.000000 Penalty: 2709.093262
	Iteration 2F: 3 clusters Score -197326 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -197459.843750 Penalty: 2709.093262
	Iteration 3F: 3 clusters Score -197459.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -197584.187500 Penalty: 2709.093262
	Iteration 4Q: 3 clusters Score -197584.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -197702.046875 Penalty: 2709.093262
	Iteration 5Q: 3 clusters Score -197702 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197866.531250 Penalty: 2709.093262
	Iteration 6Q: 3 clusters Score -197866.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -198100.687500 Penalty: 2709.093262
	Iteration 7F: 3 clusters Score -198100.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -198410.890625 Penalty: 2709.093262
	Iteration 8F: 3 clusters Score -198410.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -198712.718750 Penalty: 2709.093262
	Iteration 9F: 3 clusters Score -198712.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -199016.531250 Penalty: 2709.093262
	Iteration 10F: 3 clusters Score -199016.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -199235.921875 Penalty: 2709.093262
	Iteration 11Q: 3 clusters Score -199235.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -199338.640625 Penalty: 2709.093262
	Iteration 12Q: 3 clusters Score -199338.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -199382.515625 Penalty: 2709.093262
	Iteration 13Q: 3 clusters Score -199382.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -199402.484375 Penalty: 2709.093262
	Iteration 14Q: 3 clusters Score -199402.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -199410.234375 Penalty: 2709.093262
	Iteration 15Q: 3 clusters Score -199410.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -199417.656250 Penalty: 2709.093262
	Iteration 16Q: 3 clusters Score -199417.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -199430.750000 Penalty: 2709.093262
	Iteration 17Q: 3 clusters Score -199430.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -199440.375000 Penalty: 2709.093262
	Iteration 18Q: 3 clusters Score -199440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -199447.484375 Penalty: 2709.093262
	Iteration 19Q: 3 clusters Score -199447.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -199453.843750 Penalty: 2709.093262
	Iteration 20F: 3 clusters Score -199453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199457.656250 Penalty: 2709.093262
	Iteration 21Q: 3 clusters Score -199457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -199459.718750 Penalty: 2709.093262
	Iteration 22Q: 3 clusters Score -199459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -199462.250000 Penalty: 2709.093262
	Iteration 23Q: 3 clusters Score -199462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -199464.250000 Penalty: 2709.093262
	Iteration 24Q: 3 clusters Score -199464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -199465.609375 Penalty: 2709.093262
	Iteration 25Q: 3 clusters Score -199465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -199466.703125 Penalty: 2709.093262
	Iteration 26Q: 3 clusters Score -199466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -199466.765625 Penalty: 2709.093262
	Iteration 27Q: 3 clusters Score -199466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -199466.640625 Penalty: 2709.093262
	Iteration 28Q: 3 clusters Score -199466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -199466.640625 Penalty: 2709.093262
	Iteration 29F: 3 clusters Score -199466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Entering Unmasked Estep 
Score: -208385.937500 Penalty: 1356.367798
	Iteration 0F: 2 clusters Score -208385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -204866.843750 Penalty: 2712.735596
	Iteration 0F: 3 clusters Score -204866.8 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -205790.531250 Penalty: 2712.735596
	Iteration 1F: 3 clusters Score -205790.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -206006.046875 Penalty: 2712.735596
	Iteration 2F: 3 clusters Score -206006 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -206187.171875 Penalty: 2712.735596
	Iteration 3F: 3 clusters Score -206187.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -206368.000000 Penalty: 2712.735596
	Iteration 4F: 3 clusters Score -206368 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -206530.375000 Penalty: 2712.735596
	Iteration 5F: 3 clusters Score -206530.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -206685.250000 Penalty: 2712.735596
	Iteration 6Q: 3 clusters Score -206685.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -206842.843750 Penalty: 2712.735596
	Iteration 7Q: 3 clusters Score -206842.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -206968.796875 Penalty: 2712.735596
	Iteration 8Q: 3 clusters Score -206968.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -207051.703125 Penalty: 2712.735596
	Iteration 9Q: 3 clusters Score -207051.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -207103.875000 Penalty: 2712.735596
	Iteration 10Q: 3 clusters Score -207103.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -207142.390625 Penalty: 2712.735596
	Iteration 11Q: 3 clusters Score -207142.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -207178.671875 Penalty: 2712.735596
	Iteration 12Q: 3 clusters Score -207178.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -207201.562500 Penalty: 2712.735596
	Iteration 13Q: 3 clusters Score -207201.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -207220.656250 Penalty: 2712.735596
	Iteration 14Q: 3 clusters Score -207220.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -207239.953125 Penalty: 2712.735596
	Iteration 15Q: 3 clusters Score -207240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -207253.125000 Penalty: 2712.735596
	Iteration 16Q: 3 clusters Score -207253.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -207267.062500 Penalty: 2712.735596
	Iteration 17Q: 3 clusters Score -207267.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -207276.500000 Penalty: 2712.735596
	Iteration 18Q: 3 clusters Score -207276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -207284.328125 Penalty: 2712.735596
	Iteration 19Q: 3 clusters Score -207284.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -207299.500000 Penalty: 2712.735596
	Iteration 20F: 3 clusters Score -207299.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -207317.750000 Penalty: 2712.735596
	Iteration 21Q: 3 clusters Score -207317.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -207327.140625 Penalty: 2712.735596
	Iteration 22Q: 3 clusters Score -207327.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -207334.062500 Penalty: 2712.735596
	Iteration 23Q: 3 clusters Score -207334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -207338.328125 Penalty: 2712.735596
	Iteration 24Q: 3 clusters Score -207338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -207342.703125 Penalty: 2712.735596
	Iteration 25Q: 3 clusters Score -207342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -207345.656250 Penalty: 2712.735596
	Iteration 26Q: 3 clusters Score -207345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -207348.156250 Penalty: 2712.735596
	Iteration 27Q: 3 clusters Score -207348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -207351.578125 Penalty: 2712.735596
	Iteration 28Q: 3 clusters Score -207351.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -207354.406250 Penalty: 2712.735596
	Iteration 29Q: 3 clusters Score -207354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -207354.750000 Penalty: 2712.735596
	Iteration 30Q: 3 clusters Score -207354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -207355.125000 Penalty: 2712.735596
	Iteration 31Q: 3 clusters Score -207355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -207355.156250 Penalty: 2712.735596
	Iteration 32Q: 3 clusters Score -207355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -207355.156250 Penalty: 2712.735596
	Iteration 33F: 3 clusters Score -207355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -97494.320312 Penalty: 1233.267090
	Iteration 0F: 2 clusters Score -97494.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -95387.718750 Penalty: 2466.534180
	Iteration 0F: 3 clusters Score -95387.72 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -95824.851562 Penalty: 2466.534180
	Iteration 1F: 3 clusters Score -95824.85 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -95947.984375 Penalty: 2466.534180
	Iteration 2F: 3 clusters Score -95947.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -96012.875000 Penalty: 2466.534180
	Iteration 3Q: 3 clusters Score -96012.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -96056.718750 Penalty: 2466.534180
	Iteration 4Q: 3 clusters Score -96056.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -96086.765625 Penalty: 2466.534180
	Iteration 5Q: 3 clusters Score -96086.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -96105.484375 Penalty: 2466.534180
	Iteration 6Q: 3 clusters Score -96105.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -96121.234375 Penalty: 2466.534180
	Iteration 7Q: 3 clusters Score -96121.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -96136.742188 Penalty: 2466.534180
	Iteration 8Q: 3 clusters Score -96136.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -96146.039062 Penalty: 2466.534180
	Iteration 9Q: 3 clusters Score -96146.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -96151.992188 Penalty: 2466.534180
	Iteration 10Q: 3 clusters Score -96151.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -96159.773438 Penalty: 2466.534180
	Iteration 11Q: 3 clusters Score -96159.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -96166.750000 Penalty: 2466.534180
	Iteration 12Q: 3 clusters Score -96166.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -96174.375000 Penalty: 2466.534180
	Iteration 13Q: 3 clusters Score -96174.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -96179.570312 Penalty: 2466.534180
	Iteration 14Q: 3 clusters Score -96179.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -96182.656250 Penalty: 2466.534180
	Iteration 15Q: 3 clusters Score -96182.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -96187.562500 Penalty: 2466.534180
	Iteration 16Q: 3 clusters Score -96187.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -96191.375000 Penalty: 2466.534180
	Iteration 17Q: 3 clusters Score -96191.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -96197.289062 Penalty: 2466.534180
	Iteration 18Q: 3 clusters Score -96197.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -96204.421875 Penalty: 2466.534180
	Iteration 19Q: 3 clusters Score -96204.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -96207.867188 Penalty: 2466.534180
	Iteration 20F: 3 clusters Score -96207.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -96209.687500 Penalty: 2466.534180
	Iteration 21Q: 3 clusters Score -96209.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -96212.031250 Penalty: 2466.534180
	Iteration 22Q: 3 clusters Score -96212.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -96213.390625 Penalty: 2466.534180
	Iteration 23Q: 3 clusters Score -96213.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -96214.640625 Penalty: 2466.534180
	Iteration 24Q: 3 clusters Score -96214.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -96216.054688 Penalty: 2466.534180
	Iteration 25Q: 3 clusters Score -96216.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -96218.812500 Penalty: 2466.534180
	Iteration 26Q: 3 clusters Score -96218.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -96221.703125 Penalty: 2466.534180
	Iteration 27Q: 3 clusters Score -96221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -96223.148438 Penalty: 2466.534180
	Iteration 28Q: 3 clusters Score -96223.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -96224.820312 Penalty: 2466.534180
	Iteration 29Q: 3 clusters Score -96224.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -96228.851562 Penalty: 2466.534180
	Iteration 30Q: 3 clusters Score -96228.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -96230.820312 Penalty: 2466.534180
	Iteration 31Q: 3 clusters Score -96230.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -96231.570312 Penalty: 2466.534180
	Iteration 32Q: 3 clusters Score -96231.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -96233.820312 Penalty: 2466.534180
	Iteration 33Q: 3 clusters Score -96233.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -96236.148438 Penalty: 2466.534180
	Iteration 34Q: 3 clusters Score -96236.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -96237.375000 Penalty: 2466.534180
	Iteration 35Q: 3 clusters Score -96237.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -96238.132812 Penalty: 2466.534180
	Iteration 36Q: 3 clusters Score -96238.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -96240.648438 Penalty: 2466.534180
	Iteration 37Q: 3 clusters Score -96240.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -96242.695312 Penalty: 2466.534180
	Iteration 38Q: 3 clusters Score -96242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -96245.867188 Penalty: 2466.534180
	Iteration 39Q: 3 clusters Score -96245.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -96246.296875 Penalty: 2466.534180
	Iteration 40F: 3 clusters Score -96246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -339388.656250 Penalty: 1436.406006
	Iteration 0F: 2 clusters Score -339388.7 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 3572 members 
Entering Unmasked Estep 
Score: -334222.812500 Penalty: 2872.812012
	Iteration 0F: 3 clusters Score -334222.8 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -335768.218750 Penalty: 2872.812012
	Iteration 1F: 3 clusters Score -335768.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -335981.562500 Penalty: 2872.812012
	Iteration 2F: 3 clusters Score -335981.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -336158.281250 Penalty: 2872.812012
	Iteration 3F: 3 clusters Score -336158.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -336320.156250 Penalty: 2872.812012
	Iteration 4Q: 3 clusters Score -336320.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -336479.531250 Penalty: 2872.812012
	Iteration 5Q: 3 clusters Score -336479.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -336667.312500 Penalty: 2872.812012
	Iteration 6Q: 3 clusters Score -336667.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -336906.562500 Penalty: 2872.812012
	Iteration 7Q: 3 clusters Score -336906.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -337172.531250 Penalty: 2872.812012
	Iteration 8Q: 3 clusters Score -337172.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -337417.031250 Penalty: 2872.812012
	Iteration 9Q: 3 clusters Score -337417 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -337633.937500 Penalty: 2872.812012
	Iteration 10Q: 3 clusters Score -337633.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -337770.937500 Penalty: 2872.812012
	Iteration 11Q: 3 clusters Score -337770.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -337861.437500 Penalty: 2872.812012
	Iteration 12Q: 3 clusters Score -337861.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -337929.406250 Penalty: 2872.812012
	Iteration 13Q: 3 clusters Score -337929.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -337985.312500 Penalty: 2872.812012
	Iteration 14Q: 3 clusters Score -337985.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -338039.875000 Penalty: 2872.812012
	Iteration 15Q: 3 clusters Score -338039.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -338080.437500 Penalty: 2872.812012
	Iteration 16Q: 3 clusters Score -338080.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -338104.531250 Penalty: 2872.812012
	Iteration 17Q: 3 clusters Score -338104.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -338118.687500 Penalty: 2872.812012
	Iteration 18Q: 3 clusters Score -338118.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -338128.031250 Penalty: 2872.812012
	Iteration 19Q: 3 clusters Score -338128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -338132.156250 Penalty: 2872.812012
	Iteration 20F: 3 clusters Score -338132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -338135.656250 Penalty: 2872.812012
	Iteration 21Q: 3 clusters Score -338135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -338142.500000 Penalty: 2872.812012
	Iteration 22Q: 3 clusters Score -338142.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -338147.250000 Penalty: 2872.812012
	Iteration 23Q: 3 clusters Score -338147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -338151.593750 Penalty: 2872.812012
	Iteration 24Q: 3 clusters Score -338151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -338156.687500 Penalty: 2872.812012
	Iteration 25Q: 3 clusters Score -338156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -338161.406250 Penalty: 2872.812012
	Iteration 26Q: 3 clusters Score -338161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -338164.250000 Penalty: 2872.812012
	Iteration 27Q: 3 clusters Score -338164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -338167.625000 Penalty: 2872.812012
	Iteration 28Q: 3 clusters Score -338167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -338170.718750 Penalty: 2872.812012
	Iteration 29Q: 3 clusters Score -338170.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -338170.718750 Penalty: 2872.812012
	Iteration 30F: 3 clusters Score -338170.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13090 members 
Mstep: Class 4 contains 445400 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 8 contains 207100 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519964.000000 Penalty: 39783.414062
Iteration 479Q: 19 clusters Score -3.751996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13093 members 
Mstep: Class 4 contains 445397 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 8 contains 207100 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519976.000000 Penalty: 39783.414062
Iteration 480F: 19 clusters Score -3.751998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13097 members 
Mstep: Class 4 contains 445394 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 8 contains 207100 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519988.000000 Penalty: 39783.414062
Iteration 481Q: 19 clusters Score -3.751999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 445389 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 8 contains 207100 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519976.000000 Penalty: 39783.414062
Iteration 482Q: 19 clusters Score -3.751998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13104 members 
Mstep: Class 4 contains 445386 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207100 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519988.000000 Penalty: 39783.414062
Iteration 483Q: 19 clusters Score -3.751999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 445383 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207100 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519976.000000 Penalty: 39783.414062
Iteration 484Q: 19 clusters Score -3.751998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 13112 members 
Mstep: Class 4 contains 445381 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207098 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12679 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519976.000000 Penalty: 39783.414062
Iteration 485Q: 19 clusters Score -3.751998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5134 members 
Mstep: Class 3 contains 13119 members 
Mstep: Class 4 contains 445375 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207096 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519968.000000 Penalty: 39783.414062
Iteration 486Q: 19 clusters Score -3.751997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 445374 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207091 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519988.000000 Penalty: 39783.414062
Iteration 487Q: 19 clusters Score -3.751999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 445372 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207087 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519992.000000 Penalty: 39783.414062
Iteration 488Q: 19 clusters Score -3.751999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 445368 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207084 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12685 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519980.000000 Penalty: 39783.414062
Iteration 489Q: 19 clusters Score -3.751998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 13147 members 
Mstep: Class 4 contains 445369 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207078 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12686 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519960.000000 Penalty: 39783.414062
Iteration 490Q: 19 clusters Score -3.751996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13152 members 
Mstep: Class 4 contains 445377 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207070 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12686 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519976.000000 Penalty: 39783.414062
Iteration 491Q: 19 clusters Score -3.751998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13152 members 
Mstep: Class 4 contains 445394 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207057 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12684 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519968.000000 Penalty: 39783.414062
Iteration 492Q: 19 clusters Score -3.751997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13152 members 
Mstep: Class 4 contains 445400 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207050 members 
Mstep: Class 9 contains 6605 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 15 contains 51360 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12684 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519976.000000 Penalty: 39783.414062
Iteration 493Q: 19 clusters Score -3.751998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13157 members 
Mstep: Class 4 contains 445408 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207040 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12684 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520004.000000 Penalty: 39783.414062
Iteration 494Q: 19 clusters Score -3.752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 445420 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207027 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12684 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519980.000000 Penalty: 39783.414062
Iteration 495Q: 19 clusters Score -3.751998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 445427 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207018 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520004.000000 Penalty: 39783.414062
Iteration 496Q: 19 clusters Score -3.752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13166 members 
Mstep: Class 4 contains 445432 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207013 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 12 contains 13492 members 
Mstep: Class 15 contains 51361 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520012.000000 Penalty: 39783.414062
Iteration 497Q: 19 clusters Score -3.752001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13166 members 
Mstep: Class 4 contains 445439 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 207005 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 12 contains 13492 members 
Mstep: Class 15 contains 51361 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37519988.000000 Penalty: 39783.414062
Iteration 498Q: 19 clusters Score -3.751999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13166 members 
Mstep: Class 4 contains 445444 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 206997 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 12 contains 13492 members 
Mstep: Class 15 contains 51360 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520004.000000 Penalty: 39783.414062
Iteration 499Q: 19 clusters Score -3.752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 13166 members 
Mstep: Class 4 contains 445448 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 8 contains 206992 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 12 contains 13492 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 4212 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -37520024.000000 Penalty: 39783.414062
Iteration 500F: 19 clusters Score -3.752002e+07 nChanged 13
Maximum iterations exceeded
--- Evaluating fit on full set of 2421217 points ---
Entering Unmasked Estep 
Score: -112353304.000000 Penalty: 42996.859375
25->19 Clusters: Score -112353304.000000, best is -112587616.000000

Main iterations: 0 (time per=infms)
Total iterations: 39894 (time per=254.569849ms)
Iterations metric 2: 2180144431104.000000 (time per=4.658320ns)
Iterations metric 3: 52322512142336.000000 (time per=194.100190ps)

That took 10155.809570 seconds.
